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mode 100644 index 0000000000000000000000000000000000000000..e9756fcb90079f2e227c2607935de92f4dedb58a --- /dev/null +++ b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/code/routing_evolution_exp/train.py @@ -0,0 +1,259 @@ +""" +Routing Evolution Experiment: H-Net fine-tune с разными load_balancing_N. + +Цель: изучить как routing module (W_q, W_k) эволюционирует при разном давлении сжатия. + +Использование: + # Запуск с конкретным N + accelerate launch --config_file accelerate_config.yaml \ + train.py training.load_balancing_N=6.0 tracking.run_name=routing_N6.0 + + # Запуск всех N через run_all.sh + bash run_all.sh +""" + +import math +import os +from pathlib import Path + +import torch +import hydra +from hydra.core.hydra_config import HydraConfig +from omegaconf import DictConfig, OmegaConf +from accelerate import Accelerator +from accelerate.utils import set_seed as accelerate_set_seed + +# HNet imports +from hnet.load_utils import load_from_pretrained, load_from_config +from hnet.utils.tokenizers import ByteTokenizer +from hnet.utils.train import group_params + +# Ensure repo root is on sys.path (needed when running from subdirectory) +import sys +sys.path.insert(0, str(Path(__file__).resolve().parents[1])) + +# Shared training library +from training_lib.utils import log_message +from training_lib.checkpointing import save_checkpoint, load_checkpoint +from training_lib.schedulers import get_lr_scheduler +from training_lib.tracking import init_tracking, finish_tracking +from training_lib.hnet.train_loop import train_epoch +from training_lib.hnet.data import create_dataloaders + + +def save_routing_weights(model, step, output_dir): + """Сохраняет только routing W_q/W_k для быстрого анализа weight evolution.""" + routing_dir = output_dir / "routing_weights" + routing_dir.mkdir(parents=True, exist_ok=True) + + state = model.state_dict() + routing_keys = [k for k in state if "routing_module" in k and "proj_layer" in k] + routing_weights = {k: state[k].cpu() for k in routing_keys} + torch.save(routing_weights, routing_dir / f"routing_step_{step}.pt") + + +def on_checkpoint_callback(model, step, output_dir): + """Callback для train_epoch: сохраняет routing weights при каждом checkpoint. + + Модель уже unwrapped в train_loop перед вызовом callback. + """ + save_routing_weights(model, step, output_dir) + + +@hydra.main(version_base=None, config_path="configs", config_name="config") +def main(cfg: DictConfig): + """Тренировка H-Net с фиксированным числом шагов для анализа routing evolution.""" + + # === Accelerator Setup === + mixed_precision = "bf16" if cfg.training.use_amp else "no" + + accelerator = Accelerator( + mixed_precision=mixed_precision, + gradient_accumulation_steps=cfg.training.gradient_accumulation_steps, + ) + + accelerate_set_seed(cfg.seed) + + if cfg.paths.output_dir is None: + cfg.paths.output_dir = HydraConfig.get().runtime.output_dir + + OmegaConf.resolve(cfg) + + log_message( + f"CUDA_VISIBLE_DEVICES: {os.environ.get('CUDA_VISIBLE_DEVICES', 'not set')}", + cfg, + accelerator, + ) + log_message(f"Number of processes: {accelerator.num_processes}", cfg, accelerator) + log_message(f"Mixed precision: {mixed_precision}", cfg, accelerator) + + log_message("=" * 60, cfg, accelerator) + log_message( + f"Routing Evolution Experiment | N={cfg.training.load_balancing_N}", + cfg, + accelerator, + ) + log_message("=" * 60, cfg, accelerator) + log_message(f"Config:\n{OmegaConf.to_yaml(cfg)}", cfg, accelerator) + + # === Experiment Tracking Init === + init_tracking(cfg, accelerator) + + # === Tokenizer === + tokenizer = ByteTokenizer() + + # === Model === + log_message("Loading model...", cfg, accelerator) + if cfg.model.checkpoint_path: + model = load_from_pretrained( + model_path=cfg.model.checkpoint_path, + model_config_path=cfg.model.config_path, + ) + log_message(f"Loaded pretrained: {cfg.model.checkpoint_path}", cfg, accelerator) + else: + model = load_from_config( + model_config_path=cfg.model.config_path, + device="cpu", + ) + model.init_weights() + log_message("Initialized from scratch", cfg, accelerator) + + model.train() + + lr_multiplier = list(cfg.training.lr_multiplier) + model.apply_lr_multiplier(lr_multiplier) + log_message(f"Applied LR multipliers: {lr_multiplier}", cfg, accelerator) + + if cfg.training.warmup_model: + log_message("Warming up model...", cfg, accelerator) + model = model.to(accelerator.device) + model.warmup(verbose=accelerator.is_main_process) + + # Save initial routing weights (step 0) + if accelerator.is_main_process: + output_dir = Path(cfg.paths.output_dir) + save_routing_weights(model, 0, output_dir) + + total_params = sum(p.numel() for p in model.parameters()) + trainable_params = sum(p.numel() for p in model.parameters() if p.requires_grad) + log_message(f"Total params: {total_params:,}", cfg, accelerator) + log_message(f"Trainable params: {trainable_params:,}", cfg, accelerator) + + # === Data === + log_message("Creating dataloaders...", cfg, accelerator) + dataloaders = create_dataloaders(cfg, tokenizer) + + train_dataloader = dataloaders["train"] + val_dataloader = dataloaders.get("validation", None) + + log_message( + f"Train dataset size: {len(train_dataloader.dataset)} " + f"(max_train_samples={cfg.data.max_train_samples}) | " + f"Epochs: {cfg.training.epochs}", + cfg, + accelerator, + ) + + # === Optimizer === + param_groups = group_params(model) + + for group in param_groups: + if "lr" not in group: + group["lr"] = cfg.training.lr + else: + group["lr"] = cfg.training.lr * group.get("lr_multiplier", 1.0) + if "weight_decay" not in group: + group["weight_decay"] = cfg.training.weight_decay + + optimizer = torch.optim.AdamW( + param_groups, + lr=cfg.training.lr, + betas=tuple(cfg.training.betas), + eps=cfg.training.eps, + ) + + # === Scheduler === + steps_per_epoch = math.ceil(len(train_dataloader) / accelerator.num_processes) + max_steps = ( + cfg.training.epochs + * steps_per_epoch + // cfg.training.gradient_accumulation_steps + ) + scheduler = get_lr_scheduler(optimizer, cfg, max_steps) + + log_message( + f"Max steps: {max_steps}, Steps per epoch: {steps_per_epoch}", + cfg, + accelerator, + ) + + # === Accelerate Prepare === + if val_dataloader is not None: + model, optimizer, train_dataloader, val_dataloader, scheduler = ( + accelerator.prepare( + model, optimizer, train_dataloader, val_dataloader, scheduler + ) + ) + else: + model, optimizer, train_dataloader, scheduler = accelerator.prepare( + model, optimizer, train_dataloader, scheduler + ) + + # === Training Loop === + log_message("Starting training...", cfg, accelerator) + + global_step = 0 + best_val_loss = float("inf") + epoch = 0 + + num_epochs = cfg.training.epochs + + try: + for epoch in range(1, num_epochs + 1): + log_message(f"\n{'=' * 60}", cfg, accelerator) + log_message( + f"EPOCH {epoch}/{num_epochs} (step {global_step})", cfg, accelerator + ) + log_message(f"{'=' * 60}", cfg, accelerator) + + global_step, best_val_loss = train_epoch( + model=model, + dataloader=train_dataloader, + optimizer=optimizer, + scheduler=scheduler, + cfg=cfg, + epoch=epoch, + global_step=global_step, + accelerator=accelerator, + val_dataloader=val_dataloader, + best_val_loss=best_val_loss, + max_steps=max_steps, + on_checkpoint=on_checkpoint_callback, + ) + + except KeyboardInterrupt: + log_message("Training interrupted by user", cfg, accelerator) + save_checkpoint( + model, optimizer, scheduler, global_step, epoch, cfg, accelerator, + model_only=True, + ) + + # === Final Save === + log_message("\nTraining completed!", cfg, accelerator) + + if accelerator.is_main_process: + final_model_path = Path(cfg.paths.output_dir) / "model_final.pt" + unwrapped_model = accelerator.unwrap_model(model) + torch.save(unwrapped_model.state_dict(), final_model_path) + log_message(f"Final model: {final_model_path}", cfg, accelerator) + + # Save final routing weights + save_routing_weights(unwrapped_model, global_step, Path(cfg.paths.output_dir)) + + accelerator.wait_for_everyone() + accelerator.end_training() + finish_tracking() + + +if __name__ == "__main__": + main() diff --git a/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/config.yaml b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1f6b2eb1845811b24594f763f4b815df428c1e82 --- /dev/null +++ b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/config.yaml @@ -0,0 +1,134 @@ +_wandb: + value: + cli_version: 0.24.0 + code_path: code/routing_evolution_exp/train.py + e: + z2zlg43ve4muflqdo00pdy9eowuzib74: + args: + - training.load_balancing_N=4.0 + - tracking.run_name=routing_N4.0 + codePath: routing_evolution_exp/train.py + codePathLocal: train.py + cpu_count: 36 + cpu_count_logical: 72 + cudaVersion: "13.2" + disk: + /: + total: "234075717632" + used: "19258163200" + email: nikita@local.ru + executable: /venv/bytellm/bin/python + git: + commit: 379d14a9668cada0997ccd4dfc2cc9ecb683c623 + remote: https://github.com/naryst/byte-llms-code.git + gpu: NVIDIA A100 80GB PCIe + gpu_count: 1 + gpu_nvidia: + - architecture: Ampere + cudaCores: 6912 + memoryTotal: "85899345920" + name: NVIDIA A100 80GB PCIe + uuid: GPU-ec9764c4-224a-9508-002f-de7762d78498 + host: 1a023b226280 + memory: + total: "404274495488" + os: Linux-6.8.0-117-generic-x86_64-with-glibc2.39 + program: /workspace/byte-llms-code/routing_evolution_exp/train.py + python: CPython 3.12.0 + root: outputs/2026-05-24/N_4.0 + startedAt: "2026-05-24T00:08:55.906418Z" + writerId: z2zlg43ve4muflqdo00pdy9eowuzib74 + m: [] + python_version: 3.12.0 + t: + "1": + - 1 + - 11 + - 49 + - 50 + - 51 + - 71 + - 105 + "2": + - 1 + - 11 + - 49 + - 50 + - 51 + - 71 + - 105 + "3": + - 2 + - 13 + - 16 + - 61 + "4": 3.12.0 + "5": 0.24.0 + "6": 4.57.6 + "12": 0.24.0 + "13": linux-x86_64 +data: + value: + max_context_len: 4096 + max_target_len: 256 + max_train_samples: 150000 + max_val_samples: null + num_workers: 0 + path: /workspace/byte-llms-code/code_completion_exp/datasets/data_V4_full + pin_memory: true +device: + value: cuda +logging: + value: + eval_interval: 1000 + log_interval: 10 + model_only_checkpoints: true + save_every_epoch: false + save_interval: 3000 +model: + value: + checkpoint_path: /workspace/byte-llms-code/hnet_project/checkpoints/hnet_2stage_XL_code.pt + config_path: /workspace/byte-llms-code/hnet_project/configs/hnet_2stage_XL_code.json +paths: + value: + output_dir: outputs/2026-05-24/N_4.0 +seed: + value: 42 +tracking: + value: + backend: wandb + base_url: https://wandb.platun0v.ru + enabled: true + entity: null + local_dir: outputs/2026-05-24/N_4.0 + project: routing-evolution + run_name: routing_N4.0 +training: + value: + batch_size: 8 + betas: + - 0.9 + - 0.95 + decay_ratio: 0.2 + epochs: 3 + eps: 1e-08 + eval_batch_size: 24 + gradient_accumulation_steps: 4 + load_balancing_N: 4 + load_balancing_weight: 0.5 + lr: 0.0001 + lr_multiplier: + - 2 + - 1.5 + - 1 + lr_scheduler: wsd + max_grad_norm: 1 + max_steps: null + min_lr_ratio: 0.1 + resume: false + resume_checkpoint: null + use_amp: true + warmup_model: true + warmup_ratio: 0.1 + warmup_steps: 100 + weight_decay: 0.1 diff --git a/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/output.log b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..373564a2544f186e4c02e0f55db3a70070bda8f3 --- /dev/null +++ b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/output.log @@ -0,0 +1,3517 @@ +[2026-05-24 00:08:57] Loading model... +[2026-05-24 00:09:02] Loaded pretrained: /workspace/byte-llms-code/hnet_project/checkpoints/hnet_2stage_XL_code.pt +[2026-05-24 00:09:02] Applied LR multipliers: [2.0, 1.5, 1.0] +[2026-05-24 00:09:02] Warming up model... +[WARMUP] Starting warmup (compiling Triton kernels)... +[WARMUP] Forward: 18.474s, Backward: 29.488s +[WARMUP] Warmup complete. Subsequent passes will be fast. +[2026-05-24 00:09:50] Total params: 1,654,090,112 +[2026-05-24 00:09:50] Trainable params: 1,654,090,112 +[2026-05-24 00:09:50] Creating dataloaders... +[2026-05-24 00:09:50] Train dataset size: 150000 (max_train_samples=150000) | Epochs: 3 +[2026-05-24 00:09:50] Max steps: 14062, Steps per epoch: 18750 +[2026-05-24 00:09:50] Starting training... +[2026-05-24 00:09:50] +============================================================ +[2026-05-24 00:09:50] EPOCH 1/3 (step 0) +[2026-05-24 00:09:50] ============================================================ +[2026-05-24 00:10:29] Epoch 1 | Step 10 | Loss: 1.1969 | LM: 0.6792 | LB: 1.1489 | CL0: 2.8 | CL1: 2.1 | HR0: 0.356/SR0: 0.354 | HR1: 0.471/SR1: 0.448 | LR: 1.06e-05 +[2026-05-24 00:10:43] Epoch 1 | Step 20 | Loss: 1.1923 | LM: 0.6309 | LB: 1.1518 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.354 | HR1: 0.474/SR1: 0.451 | LR: 1.13e-05 +[2026-05-24 00:10:55] Epoch 1 | Step 30 | Loss: 1.1797 | LM: 0.6220 | LB: 1.1493 | CL0: 2.9 | CL1: 2.1 | HR0: 0.350/SR0: 0.350 | HR1: 0.474/SR1: 0.451 | LR: 1.19e-05 +[2026-05-24 00:11:08] Epoch 1 | Step 40 | Loss: 1.1722 | LM: 0.6122 | LB: 1.1531 | CL0: 2.9 | CL1: 2.1 | HR0: 0.352/SR0: 0.351 | HR1: 0.476/SR1: 0.453 | LR: 1.26e-05 +[2026-05-24 00:11:21] Epoch 1 | Step 50 | Loss: 1.1547 | LM: 0.5952 | LB: 1.1511 | CL0: 2.9 | CL1: 2.1 | HR0: 0.352/SR0: 0.351 | HR1: 0.474/SR1: 0.451 | LR: 1.32e-05 +[2026-05-24 00:11:33] Epoch 1 | Step 60 | Loss: 1.1328 | LM: 0.5726 | LB: 1.1532 | CL0: 2.9 | CL1: 2.1 | HR0: 0.352/SR0: 0.351 | HR1: 0.476/SR1: 0.453 | LR: 1.38e-05 +[2026-05-24 00:11:45] Epoch 1 | Step 70 | Loss: 1.1206 | LM: 0.5536 | LB: 1.1516 | CL0: 2.9 | CL1: 2.1 | HR0: 0.352/SR0: 0.351 | HR1: 0.475/SR1: 0.452 | LR: 1.45e-05 +[2026-05-24 00:11:57] Epoch 1 | Step 80 | Loss: 1.1030 | LM: 0.5295 | LB: 1.1519 | CL0: 2.8 | CL1: 2.1 | HR0: 0.353/SR0: 0.352 | HR1: 0.474/SR1: 0.452 | LR: 1.51e-05 +[2026-05-24 00:12:09] Epoch 1 | Step 90 | Loss: 1.0942 | LM: 0.5218 | LB: 1.1525 | CL0: 2.8 | CL1: 2.1 | HR0: 0.353/SR0: 0.352 | HR1: 0.475/SR1: 0.452 | LR: 1.58e-05 +[2026-05-24 00:12:22] Epoch 1 | Step 100 | Loss: 1.0804 | LM: 0.5090 | LB: 1.1528 | CL0: 2.8 | CL1: 2.1 | HR0: 0.353/SR0: 0.352 | HR1: 0.476/SR1: 0.453 | LR: 1.64e-05 +[2026-05-24 00:12:34] Epoch 1 | Step 110 | Loss: 1.0710 | LM: 0.4944 | LB: 1.1528 | CL0: 2.8 | CL1: 2.1 | HR0: 0.354/SR0: 0.353 | HR1: 0.475/SR1: 0.452 | LR: 1.70e-05 +[2026-05-24 00:12:46] Epoch 1 | Step 120 | Loss: 1.0616 | LM: 0.4876 | LB: 1.1532 | CL0: 2.8 | CL1: 2.1 | HR0: 0.354/SR0: 0.353 | HR1: 0.475/SR1: 0.453 | LR: 1.77e-05 +[2026-05-24 00:12:58] Epoch 1 | Step 130 | Loss: 1.0499 | LM: 0.4755 | LB: 1.1518 | CL0: 2.8 | CL1: 2.1 | HR0: 0.354/SR0: 0.353 | HR1: 0.474/SR1: 0.451 | LR: 1.83e-05 +[2026-05-24 00:13:09] Epoch 1 | Step 140 | Loss: 1.0409 | LM: 0.4617 | LB: 1.1512 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.354 | HR1: 0.473/SR1: 0.451 | LR: 1.90e-05 +[2026-05-24 00:13:21] Epoch 1 | Step 150 | Loss: 1.0319 | LM: 0.4536 | LB: 1.1509 | CL0: 2.8 | CL1: 2.1 | HR0: 0.356/SR0: 0.354 | HR1: 0.472/SR1: 0.450 | LR: 1.96e-05 +[2026-05-24 00:13:33] Epoch 1 | Step 160 | Loss: 1.0261 | LM: 0.4517 | LB: 1.1496 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.354 | HR1: 0.471/SR1: 0.449 | LR: 2.02e-05 +[2026-05-24 00:13:45] Epoch 1 | Step 170 | Loss: 1.0191 | LM: 0.4454 | LB: 1.1492 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.354 | HR1: 0.471/SR1: 0.449 | LR: 2.09e-05 +[2026-05-24 00:13:56] Epoch 1 | Step 180 | Loss: 1.0109 | LM: 0.4392 | LB: 1.1474 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.354 | HR1: 0.469/SR1: 0.447 | LR: 2.15e-05 +[2026-05-24 00:14:08] Epoch 1 | Step 190 | Loss: 1.0056 | LM: 0.4341 | LB: 1.1472 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.354 | HR1: 0.469/SR1: 0.447 | LR: 2.22e-05 +[2026-05-24 00:14:19] Epoch 1 | Step 200 | Loss: 1.0013 | LM: 0.4308 | LB: 1.1461 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.353 | HR1: 0.468/SR1: 0.446 | LR: 2.28e-05 +[2026-05-24 00:14:30] Epoch 1 | Step 210 | Loss: 0.9961 | LM: 0.4242 | LB: 1.1454 | CL0: 2.8 | CL1: 2.1 | HR0: 0.354/SR0: 0.353 | HR1: 0.468/SR1: 0.446 | LR: 2.34e-05 +[2026-05-24 00:14:41] Epoch 1 | Step 220 | Loss: 0.9926 | LM: 0.4225 | LB: 1.1446 | CL0: 2.8 | CL1: 2.1 | HR0: 0.355/SR0: 0.353 | HR1: 0.467/SR1: 0.445 | LR: 2.41e-05 +[2026-05-24 00:14:53] Epoch 1 | Step 230 | Loss: 0.9870 | LM: 0.4183 | LB: 1.1438 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.354 | HR1: 0.466/SR1: 0.444 | LR: 2.47e-05 +[2026-05-24 00:15:05] Epoch 1 | Step 240 | Loss: 0.9837 | LM: 0.4174 | LB: 1.1430 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.465/SR1: 0.444 | LR: 2.54e-05 +[2026-05-24 00:15:17] Epoch 1 | Step 250 | Loss: 0.9788 | LM: 0.4136 | LB: 1.1421 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.464/SR1: 0.443 | LR: 2.60e-05 +[2026-05-24 00:15:29] Epoch 1 | Step 260 | Loss: 0.9750 | LM: 0.4092 | LB: 1.1412 | CL0: 2.8 | CL1: 2.2 | HR0: 0.354/SR0: 0.353 | HR1: 0.464/SR1: 0.442 | LR: 2.66e-05 +[2026-05-24 00:15:41] Epoch 1 | Step 270 | Loss: 0.9717 | LM: 0.4063 | LB: 1.1403 | CL0: 2.8 | CL1: 2.2 | HR0: 0.354/SR0: 0.353 | HR1: 0.463/SR1: 0.442 | LR: 2.73e-05 +[2026-05-24 00:15:54] Epoch 1 | Step 280 | Loss: 0.9680 | LM: 0.4014 | LB: 1.1395 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.462/SR1: 0.441 | LR: 2.79e-05 +[2026-05-24 00:16:07] Epoch 1 | Step 290 | Loss: 0.9656 | LM: 0.4000 | LB: 1.1386 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.461/SR1: 0.439 | LR: 2.86e-05 +[2026-05-24 00:16:20] Epoch 1 | Step 300 | Loss: 0.9638 | LM: 0.3991 | LB: 1.1377 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.460/SR1: 0.439 | LR: 2.92e-05 +[2026-05-24 00:16:32] Epoch 1 | Step 310 | Loss: 0.9607 | LM: 0.3962 | LB: 1.1367 | CL0: 2.8 | CL1: 2.2 | HR0: 0.354/SR0: 0.353 | HR1: 0.459/SR1: 0.438 | LR: 2.98e-05 +[2026-05-24 00:16:44] Epoch 1 | Step 320 | Loss: 0.9584 | LM: 0.3945 | LB: 1.1360 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.459/SR1: 0.437 | LR: 3.05e-05 +[2026-05-24 00:16:55] Epoch 1 | Step 330 | Loss: 0.9564 | LM: 0.3940 | LB: 1.1353 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.458/SR1: 0.436 | LR: 3.11e-05 +[2026-05-24 00:17:07] Epoch 1 | Step 340 | Loss: 0.9530 | LM: 0.3906 | LB: 1.1346 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.458/SR1: 0.436 | LR: 3.18e-05 +[2026-05-24 00:17:18] Epoch 1 | Step 350 | Loss: 0.9508 | LM: 0.3902 | LB: 1.1336 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.457/SR1: 0.435 | LR: 3.24e-05 +[2026-05-24 00:17:31] Epoch 1 | Step 360 | Loss: 0.9490 | LM: 0.3885 | LB: 1.1328 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.456/SR1: 0.434 | LR: 3.30e-05 +[2026-05-24 00:17:43] Epoch 1 | Step 370 | Loss: 0.9468 | LM: 0.3863 | LB: 1.1320 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.455/SR1: 0.433 | LR: 3.37e-05 +[2026-05-24 00:17:55] Epoch 1 | Step 380 | Loss: 0.9442 | LM: 0.3838 | LB: 1.1310 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.454/SR1: 0.432 | LR: 3.43e-05 +[2026-05-24 00:18:07] Epoch 1 | Step 390 | Loss: 0.9417 | LM: 0.3810 | LB: 1.1301 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.453/SR1: 0.431 | LR: 3.50e-05 +[2026-05-24 00:18:20] Epoch 1 | Step 400 | Loss: 0.9402 | LM: 0.3802 | LB: 1.1291 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.452/SR1: 0.430 | LR: 3.56e-05 +[2026-05-24 00:18:31] Epoch 1 | Step 410 | Loss: 0.9388 | LM: 0.3801 | LB: 1.1283 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.451/SR1: 0.429 | LR: 3.62e-05 +[2026-05-24 00:18:44] Epoch 1 | Step 420 | Loss: 0.9376 | LM: 0.3789 | LB: 1.1277 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.450/SR1: 0.428 | LR: 3.69e-05 +[2026-05-24 00:18:56] Epoch 1 | Step 430 | Loss: 0.9367 | LM: 0.3793 | LB: 1.1269 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.450/SR1: 0.427 | LR: 3.75e-05 +[2026-05-24 00:19:08] Epoch 1 | Step 440 | Loss: 0.9346 | LM: 0.3765 | LB: 1.1259 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.449/SR1: 0.426 | LR: 3.82e-05 +[2026-05-24 00:19:21] Epoch 1 | Step 450 | Loss: 0.9325 | LM: 0.3751 | LB: 1.1252 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.448/SR1: 0.425 | LR: 3.88e-05 +[2026-05-24 00:19:33] Epoch 1 | Step 460 | Loss: 0.9311 | LM: 0.3737 | LB: 1.1244 | CL0: 2.8 | CL1: 2.2 | HR0: 0.355/SR0: 0.353 | HR1: 0.447/SR1: 0.424 | LR: 3.94e-05 +[2026-05-24 00:19:46] Epoch 1 | Step 470 | Loss: 0.9296 | LM: 0.3723 | LB: 1.1235 | CL0: 2.8 | CL1: 2.3 | HR0: 0.355/SR0: 0.353 | HR1: 0.446/SR1: 0.423 | LR: 4.01e-05 +[2026-05-24 00:19:58] Epoch 1 | Step 480 | Loss: 0.9274 | LM: 0.3700 | LB: 1.1227 | CL0: 2.8 | CL1: 2.3 | HR0: 0.355/SR0: 0.353 | HR1: 0.445/SR1: 0.422 | LR: 4.07e-05 +[2026-05-24 00:20:11] Epoch 1 | Step 490 | Loss: 0.9251 | LM: 0.3695 | LB: 1.1218 | CL0: 2.8 | CL1: 2.3 | HR0: 0.355/SR0: 0.353 | HR1: 0.444/SR1: 0.421 | LR: 4.14e-05 +[2026-05-24 00:20:23] Epoch 1 | Step 500 | Loss: 0.9241 | LM: 0.3684 | LB: 1.1211 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.443/SR1: 0.420 | LR: 4.20e-05 +[2026-05-24 00:20:35] Epoch 1 | Step 510 | Loss: 0.9229 | LM: 0.3673 | LB: 1.1204 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.443/SR1: 0.419 | LR: 4.26e-05 +[2026-05-24 00:20:48] Epoch 1 | Step 520 | Loss: 0.9213 | LM: 0.3652 | LB: 1.1197 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.442/SR1: 0.418 | LR: 4.33e-05 +[2026-05-24 00:21:00] Epoch 1 | Step 530 | Loss: 0.9197 | LM: 0.3640 | LB: 1.1186 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.441/SR1: 0.417 | LR: 4.39e-05 +[2026-05-24 00:21:12] Epoch 1 | Step 540 | Loss: 0.9173 | LM: 0.3622 | LB: 1.1176 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.439/SR1: 0.416 | LR: 4.46e-05 +[2026-05-24 00:21:25] Epoch 1 | Step 550 | Loss: 0.9154 | LM: 0.3603 | LB: 1.1165 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.438/SR1: 0.414 | LR: 4.52e-05 +[2026-05-24 00:21:37] Epoch 1 | Step 560 | Loss: 0.9137 | LM: 0.3587 | LB: 1.1155 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.353 | HR1: 0.437/SR1: 0.413 | LR: 4.58e-05 +[2026-05-24 00:21:49] Epoch 1 | Step 570 | Loss: 0.9128 | LM: 0.3578 | LB: 1.1148 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.436/SR1: 0.412 | LR: 4.65e-05 +[2026-05-24 00:22:02] Epoch 1 | Step 580 | Loss: 0.9119 | LM: 0.3582 | LB: 1.1140 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.354 | HR1: 0.436/SR1: 0.411 | LR: 4.71e-05 +[2026-05-24 00:22:15] Epoch 1 | Step 590 | Loss: 0.9108 | LM: 0.3567 | LB: 1.1129 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.353 | HR1: 0.434/SR1: 0.410 | LR: 4.78e-05 +[2026-05-24 00:22:27] Epoch 1 | Step 600 | Loss: 0.9100 | LM: 0.3567 | LB: 1.1119 | CL0: 2.8 | CL1: 2.3 | HR0: 0.355/SR0: 0.353 | HR1: 0.433/SR1: 0.409 | LR: 4.84e-05 +[2026-05-24 00:22:39] Epoch 1 | Step 610 | Loss: 0.9084 | LM: 0.3554 | LB: 1.1110 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.353 | HR1: 0.432/SR1: 0.407 | LR: 4.90e-05 +[2026-05-24 00:22:51] Epoch 1 | Step 620 | Loss: 0.9069 | LM: 0.3539 | LB: 1.1100 | CL0: 2.8 | CL1: 2.3 | HR0: 0.355/SR0: 0.353 | HR1: 0.431/SR1: 0.406 | LR: 4.97e-05 +[2026-05-24 00:23:03] Epoch 1 | Step 630 | Loss: 0.9053 | LM: 0.3531 | LB: 1.1093 | CL0: 2.8 | CL1: 2.3 | HR0: 0.356/SR0: 0.353 | HR1: 0.430/SR1: 0.405 | LR: 5.03e-05 +[2026-05-24 00:23:15] Epoch 1 | Step 640 | Loss: 0.9040 | LM: 0.3528 | LB: 1.1084 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.429/SR1: 0.404 | LR: 5.10e-05 +[2026-05-24 00:23:27] Epoch 1 | Step 650 | Loss: 0.9026 | LM: 0.3514 | LB: 1.1077 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.428/SR1: 0.402 | LR: 5.16e-05 +[2026-05-24 00:23:40] Epoch 1 | Step 660 | Loss: 0.9016 | LM: 0.3514 | LB: 1.1067 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.427/SR1: 0.401 | LR: 5.22e-05 +[2026-05-24 00:23:51] Epoch 1 | Step 670 | Loss: 0.9004 | LM: 0.3508 | LB: 1.1059 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.425/SR1: 0.400 | LR: 5.29e-05 +[2026-05-24 00:24:03] Epoch 1 | Step 680 | Loss: 0.8993 | LM: 0.3507 | LB: 1.1050 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.424/SR1: 0.399 | LR: 5.35e-05 +[2026-05-24 00:24:16] Epoch 1 | Step 690 | Loss: 0.8985 | LM: 0.3497 | LB: 1.1042 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.423/SR1: 0.398 | LR: 5.42e-05 +[2026-05-24 00:24:27] Epoch 1 | Step 700 | Loss: 0.8971 | LM: 0.3483 | LB: 1.1034 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.422/SR1: 0.396 | LR: 5.48e-05 +[2026-05-24 00:24:38] Epoch 1 | Step 710 | Loss: 0.8962 | LM: 0.3478 | LB: 1.1025 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.421/SR1: 0.395 | LR: 5.54e-05 +[2026-05-24 00:24:50] Epoch 1 | Step 720 | Loss: 0.8952 | LM: 0.3471 | LB: 1.1017 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.420/SR1: 0.394 | LR: 5.61e-05 +[2026-05-24 00:25:01] Epoch 1 | Step 730 | Loss: 0.8946 | LM: 0.3470 | LB: 1.1009 | CL0: 2.8 | CL1: 2.4 | HR0: 0.356/SR0: 0.353 | HR1: 0.419/SR1: 0.393 | LR: 5.67e-05 +[2026-05-24 00:25:13] Epoch 1 | Step 740 | Loss: 0.8934 | LM: 0.3458 | LB: 1.1000 | CL0: 2.8 | CL1: 2.4 | HR0: 0.355/SR0: 0.353 | HR1: 0.418/SR1: 0.392 | LR: 5.74e-05 +[2026-05-24 00:25:25] Epoch 1 | Step 750 | Loss: 0.8928 | LM: 0.3454 | LB: 1.0991 | CL0: 2.8 | CL1: 2.4 | HR0: 0.355/SR0: 0.353 | HR1: 0.417/SR1: 0.390 | LR: 5.80e-05 +[2026-05-24 00:25:37] Epoch 1 | Step 760 | Loss: 0.8921 | LM: 0.3452 | LB: 1.0983 | CL0: 2.8 | CL1: 2.4 | HR0: 0.355/SR0: 0.352 | HR1: 0.416/SR1: 0.389 | LR: 5.86e-05 +[2026-05-24 00:25:49] Epoch 1 | Step 770 | Loss: 0.8905 | LM: 0.3440 | LB: 1.0976 | CL0: 2.8 | CL1: 2.4 | HR0: 0.355/SR0: 0.352 | HR1: 0.415/SR1: 0.388 | LR: 5.93e-05 +[2026-05-24 00:26:01] Epoch 1 | Step 780 | Loss: 0.8895 | LM: 0.3433 | LB: 1.0967 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.414/SR1: 0.387 | LR: 5.99e-05 +[2026-05-24 00:26:13] Epoch 1 | Step 790 | Loss: 0.8887 | LM: 0.3428 | LB: 1.0960 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.412/SR1: 0.385 | LR: 6.06e-05 +[2026-05-24 00:26:26] Epoch 1 | Step 800 | Loss: 0.8882 | LM: 0.3430 | LB: 1.0952 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.411/SR1: 0.384 | LR: 6.12e-05 +[2026-05-24 00:26:39] Epoch 1 | Step 810 | Loss: 0.8876 | LM: 0.3432 | LB: 1.0946 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.410/SR1: 0.383 | LR: 6.18e-05 +[2026-05-24 00:26:51] Epoch 1 | Step 820 | Loss: 0.8873 | LM: 0.3433 | LB: 1.0939 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.409/SR1: 0.382 | LR: 6.25e-05 +[2026-05-24 00:27:03] Epoch 1 | Step 830 | Loss: 0.8863 | LM: 0.3426 | LB: 1.0932 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.408/SR1: 0.381 | LR: 6.31e-05 +[2026-05-24 00:27:15] Epoch 1 | Step 840 | Loss: 0.8856 | LM: 0.3425 | LB: 1.0924 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.407/SR1: 0.379 | LR: 6.38e-05 +[2026-05-24 00:27:28] Epoch 1 | Step 850 | Loss: 0.8849 | LM: 0.3419 | LB: 1.0917 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.406/SR1: 0.378 | LR: 6.44e-05 +[2026-05-24 00:27:40] Epoch 1 | Step 860 | Loss: 0.8842 | LM: 0.3420 | LB: 1.0910 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.405/SR1: 0.377 | LR: 6.50e-05 +[2026-05-24 00:27:51] Epoch 1 | Step 870 | Loss: 0.8833 | LM: 0.3409 | LB: 1.0904 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.352 | HR1: 0.404/SR1: 0.376 | LR: 6.57e-05 +[2026-05-24 00:28:04] Epoch 1 | Step 880 | Loss: 0.8824 | LM: 0.3404 | LB: 1.0896 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.351 | HR1: 0.403/SR1: 0.375 | LR: 6.63e-05 +[2026-05-24 00:28:16] Epoch 1 | Step 890 | Loss: 0.8820 | LM: 0.3401 | LB: 1.0889 | CL0: 2.8 | CL1: 2.5 | HR0: 0.355/SR0: 0.351 | HR1: 0.402/SR1: 0.374 | LR: 6.70e-05 +[2026-05-24 00:28:28] Epoch 1 | Step 900 | Loss: 0.8811 | LM: 0.3390 | LB: 1.0883 | CL0: 2.8 | CL1: 2.6 | HR0: 0.355/SR0: 0.351 | HR1: 0.401/SR1: 0.372 | LR: 6.76e-05 +[2026-05-24 00:28:40] Epoch 1 | Step 910 | Loss: 0.8803 | LM: 0.3386 | LB: 1.0877 | CL0: 2.8 | CL1: 2.6 | HR0: 0.355/SR0: 0.351 | HR1: 0.400/SR1: 0.371 | LR: 6.83e-05 +[2026-05-24 00:28:52] Epoch 1 | Step 920 | Loss: 0.8795 | LM: 0.3383 | LB: 1.0871 | CL0: 2.8 | CL1: 2.6 | HR0: 0.355/SR0: 0.351 | HR1: 0.398/SR1: 0.370 | LR: 6.89e-05 +[2026-05-24 00:29:04] Epoch 1 | Step 930 | Loss: 0.8790 | LM: 0.3376 | LB: 1.0865 | CL0: 2.8 | CL1: 2.6 | HR0: 0.355/SR0: 0.351 | HR1: 0.398/SR1: 0.369 | LR: 6.95e-05 +[2026-05-24 00:29:16] Epoch 1 | Step 940 | Loss: 0.8781 | LM: 0.3368 | LB: 1.0859 | CL0: 2.8 | CL1: 2.6 | HR0: 0.355/SR0: 0.351 | HR1: 0.396/SR1: 0.368 | LR: 7.02e-05 +[2026-05-24 00:29:28] Epoch 1 | Step 950 | Loss: 0.8777 | LM: 0.3369 | LB: 1.0853 | CL0: 2.8 | CL1: 2.6 | HR0: 0.355/SR0: 0.351 | HR1: 0.395/SR1: 0.367 | LR: 7.08e-05 +[2026-05-24 00:29:40] Epoch 1 | Step 960 | Loss: 0.8775 | LM: 0.3366 | LB: 1.0847 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.351 | HR1: 0.394/SR1: 0.366 | LR: 7.15e-05 +[2026-05-24 00:29:52] Epoch 1 | Step 970 | Loss: 0.8769 | LM: 0.3358 | LB: 1.0841 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.351 | HR1: 0.394/SR1: 0.365 | LR: 7.21e-05 +[2026-05-24 00:30:04] Epoch 1 | Step 980 | Loss: 0.8764 | LM: 0.3356 | LB: 1.0836 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.351 | HR1: 0.393/SR1: 0.364 | LR: 7.27e-05 +[2026-05-24 00:30:16] Epoch 1 | Step 990 | Loss: 0.8757 | LM: 0.3350 | LB: 1.0830 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.351 | HR1: 0.392/SR1: 0.363 | LR: 7.34e-05 +[2026-05-24 00:30:28] Epoch 1 | Step 1000 | Loss: 0.8750 | LM: 0.3352 | LB: 1.0825 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.351 | HR1: 0.391/SR1: 0.362 | LR: 7.40e-05 +[2026-05-24 00:30:30] Validation | Batch 10/1463 | Loss: 0.7844 | LM_LOSS: 0.2729 | LB_LOSS: 1.0230 +[2026-05-24 00:30:32] Validation | Batch 20/1463 | Loss: 0.7963 | LM_LOSS: 0.2832 | LB_LOSS: 1.0262 +[2026-05-24 00:30:35] Validation | Batch 30/1463 | Loss: 0.8021 | LM_LOSS: 0.2887 | LB_LOSS: 1.0269 +[2026-05-24 00:30:37] Validation | Batch 40/1463 | Loss: 0.8101 | LM_LOSS: 0.2961 | LB_LOSS: 1.0281 +[2026-05-24 00:30:39] Validation | Batch 50/1463 | Loss: 0.8170 | LM_LOSS: 0.3033 | LB_LOSS: 1.0274 +[2026-05-24 00:30:42] Validation | Batch 60/1463 | Loss: 0.8160 | LM_LOSS: 0.3025 | LB_LOSS: 1.0272 +[2026-05-24 00:30:45] Validation | Batch 70/1463 | Loss: 0.8165 | LM_LOSS: 0.3029 | LB_LOSS: 1.0273 +[2026-05-24 00:30:48] Validation | Batch 80/1463 | Loss: 0.8182 | LM_LOSS: 0.3046 | LB_LOSS: 1.0273 +[2026-05-24 00:30:50] Validation | Batch 90/1463 | Loss: 0.8178 | LM_LOSS: 0.3042 | LB_LOSS: 1.0272 +[2026-05-24 00:30:52] Validation | Batch 100/1463 | Loss: 0.8185 | LM_LOSS: 0.3049 | LB_LOSS: 1.0272 +[2026-05-24 00:30:55] Validation | Batch 110/1463 | Loss: 0.8178 | LM_LOSS: 0.3041 | LB_LOSS: 1.0275 +[2026-05-24 00:30:56] Validation | Batch 120/1463 | Loss: 0.8194 | LM_LOSS: 0.3057 | LB_LOSS: 1.0276 +[2026-05-24 00:30:59] Validation | Batch 130/1463 | Loss: 0.8212 | LM_LOSS: 0.3073 | LB_LOSS: 1.0277 +[2026-05-24 00:31:01] Validation | Batch 140/1463 | Loss: 0.8219 | LM_LOSS: 0.3081 | LB_LOSS: 1.0276 +[2026-05-24 00:31:04] Validation | Batch 150/1463 | Loss: 0.8200 | LM_LOSS: 0.3061 | LB_LOSS: 1.0277 +[2026-05-24 00:31:06] Validation | Batch 160/1463 | Loss: 0.8199 | LM_LOSS: 0.3061 | LB_LOSS: 1.0275 +[2026-05-24 00:31:09] Validation | Batch 170/1463 | Loss: 0.8194 | LM_LOSS: 0.3056 | LB_LOSS: 1.0275 +[2026-05-24 00:31:11] Validation | Batch 180/1463 | Loss: 0.8201 | LM_LOSS: 0.3064 | LB_LOSS: 1.0275 +[2026-05-24 00:31:14] Validation | Batch 190/1463 | Loss: 0.8208 | LM_LOSS: 0.3071 | LB_LOSS: 1.0275 +[2026-05-24 00:31:16] Validation | Batch 200/1463 | Loss: 0.8208 | LM_LOSS: 0.3071 | LB_LOSS: 1.0275 +[2026-05-24 00:31:18] Validation | Batch 210/1463 | Loss: 0.8214 | LM_LOSS: 0.3076 | LB_LOSS: 1.0275 +[2026-05-24 00:31:21] Validation | Batch 220/1463 | Loss: 0.8206 | LM_LOSS: 0.3068 | LB_LOSS: 1.0275 +[2026-05-24 00:31:23] Validation | Batch 230/1463 | Loss: 0.8221 | LM_LOSS: 0.3084 | LB_LOSS: 1.0274 +[2026-05-24 00:31:26] Validation | Batch 240/1463 | Loss: 0.8235 | LM_LOSS: 0.3098 | LB_LOSS: 1.0274 +[2026-05-24 00:31:28] Validation | Batch 250/1463 | Loss: 0.8228 | LM_LOSS: 0.3091 | LB_LOSS: 1.0274 +[2026-05-24 00:31:31] Validation | 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00:31:54] Validation | Batch 360/1463 | Loss: 0.8223 | LM_LOSS: 0.3085 | LB_LOSS: 1.0276 +[2026-05-24 00:31:56] Validation | Batch 370/1463 | Loss: 0.8220 | LM_LOSS: 0.3082 | LB_LOSS: 1.0277 +[2026-05-24 00:31:58] Validation | Batch 380/1463 | Loss: 0.8219 | LM_LOSS: 0.3081 | LB_LOSS: 1.0275 +[2026-05-24 00:32:01] Validation | Batch 390/1463 | Loss: 0.8226 | LM_LOSS: 0.3088 | LB_LOSS: 1.0276 +[2026-05-24 00:32:03] Validation | Batch 400/1463 | Loss: 0.8224 | LM_LOSS: 0.3086 | LB_LOSS: 1.0276 +[2026-05-24 00:32:05] Validation | Batch 410/1463 | Loss: 0.8221 | LM_LOSS: 0.3082 | LB_LOSS: 1.0277 +[2026-05-24 00:32:08] Validation | Batch 420/1463 | Loss: 0.8221 | LM_LOSS: 0.3082 | LB_LOSS: 1.0277 +[2026-05-24 00:32:11] Validation | Batch 430/1463 | Loss: 0.8216 | LM_LOSS: 0.3077 | LB_LOSS: 1.0277 +[2026-05-24 00:32:13] Validation | Batch 440/1463 | Loss: 0.8218 | LM_LOSS: 0.3079 | LB_LOSS: 1.0278 +[2026-05-24 00:32:15] Validation | Batch 450/1463 | Loss: 0.8216 | LM_LOSS: 0.3077 | LB_LOSS: 1.0278 +[2026-05-24 00:32:17] Validation | Batch 460/1463 | Loss: 0.8217 | LM_LOSS: 0.3078 | LB_LOSS: 1.0278 +[2026-05-24 00:32:20] Validation | Batch 470/1463 | Loss: 0.8224 | LM_LOSS: 0.3085 | LB_LOSS: 1.0277 +[2026-05-24 00:32:22] Validation | Batch 480/1463 | Loss: 0.8223 | LM_LOSS: 0.3084 | LB_LOSS: 1.0277 +[2026-05-24 00:32:25] Validation | Batch 490/1463 | Loss: 0.8222 | LM_LOSS: 0.3083 | LB_LOSS: 1.0277 +[2026-05-24 00:32:28] Validation | Batch 500/1463 | Loss: 0.8221 | LM_LOSS: 0.3082 | LB_LOSS: 1.0277 +[2026-05-24 00:32:30] Validation | Batch 510/1463 | Loss: 0.8215 | LM_LOSS: 0.3076 | LB_LOSS: 1.0277 +[2026-05-24 00:32:32] Validation | Batch 520/1463 | Loss: 0.8211 | LM_LOSS: 0.3072 | LB_LOSS: 1.0278 +[2026-05-24 00:32:34] Validation | Batch 530/1463 | Loss: 0.8213 | LM_LOSS: 0.3074 | LB_LOSS: 1.0277 +[2026-05-24 00:32:36] Validation | Batch 540/1463 | Loss: 0.8216 | LM_LOSS: 0.3077 | LB_LOSS: 1.0278 +[2026-05-24 00:32:38] Validation | Batch 550/1463 | Loss: 0.8213 | LM_LOSS: 0.3074 | LB_LOSS: 1.0278 +[2026-05-24 00:32:41] Validation | Batch 560/1463 | Loss: 0.8216 | LM_LOSS: 0.3076 | LB_LOSS: 1.0279 +[2026-05-24 00:32:43] Validation | Batch 570/1463 | Loss: 0.8216 | LM_LOSS: 0.3076 | LB_LOSS: 1.0279 +[2026-05-24 00:32:46] Validation | Batch 580/1463 | Loss: 0.8214 | LM_LOSS: 0.3075 | LB_LOSS: 1.0279 +[2026-05-24 00:32:49] Validation | Batch 590/1463 | Loss: 0.8212 | LM_LOSS: 0.3073 | LB_LOSS: 1.0279 +[2026-05-24 00:32:51] Validation | Batch 600/1463 | Loss: 0.8216 | LM_LOSS: 0.3076 | LB_LOSS: 1.0280 +[2026-05-24 00:32:54] Validation | Batch 610/1463 | Loss: 0.8217 | LM_LOSS: 0.3077 | LB_LOSS: 1.0280 +[2026-05-24 00:32:56] Validation | Batch 620/1463 | Loss: 0.8212 | LM_LOSS: 0.3072 | LB_LOSS: 1.0280 +[2026-05-24 00:32:59] Validation | Batch 630/1463 | Loss: 0.8206 | LM_LOSS: 0.3066 | LB_LOSS: 1.0280 +[2026-05-24 00:33:01] Validation | Batch 640/1463 | Loss: 0.8204 | LM_LOSS: 0.3064 | LB_LOSS: 1.0280 +[2026-05-24 00:33:03] Validation | Batch 650/1463 | Loss: 0.8199 | LM_LOSS: 0.3059 | LB_LOSS: 1.0280 +[2026-05-24 00:33:05] Validation | Batch 660/1463 | Loss: 0.8195 | LM_LOSS: 0.3055 | LB_LOSS: 1.0280 +[2026-05-24 00:33:07] Validation | Batch 670/1463 | Loss: 0.8192 | LM_LOSS: 0.3052 | LB_LOSS: 1.0280 +[2026-05-24 00:33:09] Validation | Batch 680/1463 | Loss: 0.8192 | LM_LOSS: 0.3052 | LB_LOSS: 1.0279 +[2026-05-24 00:33:12] Validation | Batch 690/1463 | Loss: 0.8195 | LM_LOSS: 0.3055 | LB_LOSS: 1.0280 +[2026-05-24 00:33:14] Validation | Batch 700/1463 | Loss: 0.8193 | LM_LOSS: 0.3053 | LB_LOSS: 1.0279 +[2026-05-24 00:33:16] Validation | Batch 710/1463 | Loss: 0.8198 | LM_LOSS: 0.3058 | LB_LOSS: 1.0280 +[2026-05-24 00:33:19] Validation | Batch 720/1463 | Loss: 0.8206 | LM_LOSS: 0.3066 | LB_LOSS: 1.0280 +[2026-05-24 00:33:21] Validation | Batch 730/1463 | Loss: 0.8204 | LM_LOSS: 0.3063 | LB_LOSS: 1.0280 +[2026-05-24 00:33:23] Validation | Batch 740/1463 | Loss: 0.8200 | LM_LOSS: 0.3060 | LB_LOSS: 1.0280 +[2026-05-24 00:33:25] Validation | Batch 750/1463 | Loss: 0.8199 | LM_LOSS: 0.3059 | LB_LOSS: 1.0280 +[2026-05-24 00:33:27] Validation | Batch 760/1463 | Loss: 0.8198 | LM_LOSS: 0.3058 | LB_LOSS: 1.0280 +[2026-05-24 00:33:29] Validation | Batch 770/1463 | Loss: 0.8196 | LM_LOSS: 0.3056 | LB_LOSS: 1.0281 +[2026-05-24 00:33:31] Validation | Batch 780/1463 | Loss: 0.8194 | LM_LOSS: 0.3054 | LB_LOSS: 1.0280 +[2026-05-24 00:33:33] Validation | Batch 790/1463 | Loss: 0.8196 | LM_LOSS: 0.3056 | LB_LOSS: 1.0280 +[2026-05-24 00:33:35] Validation | Batch 800/1463 | Loss: 0.8195 | LM_LOSS: 0.3055 | LB_LOSS: 1.0280 +[2026-05-24 00:33:37] Validation | Batch 810/1463 | Loss: 0.8191 | LM_LOSS: 0.3052 | LB_LOSS: 1.0280 +[2026-05-24 00:33:39] Validation | Batch 820/1463 | Loss: 0.8193 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:33:42] Validation | Batch 830/1463 | Loss: 0.8197 | LM_LOSS: 0.3057 | LB_LOSS: 1.0279 +[2026-05-24 00:33:45] Validation | Batch 840/1463 | Loss: 0.8197 | LM_LOSS: 0.3057 | LB_LOSS: 1.0280 +[2026-05-24 00:33:47] Validation | Batch 850/1463 | Loss: 0.8200 | LM_LOSS: 0.3060 | LB_LOSS: 1.0280 +[2026-05-24 00:33:50] Validation | Batch 860/1463 | Loss: 0.8200 | LM_LOSS: 0.3060 | LB_LOSS: 1.0280 +[2026-05-24 00:33:52] Validation | Batch 870/1463 | Loss: 0.8200 | LM_LOSS: 0.3060 | LB_LOSS: 1.0281 +[2026-05-24 00:33:54] Validation | Batch 880/1463 | Loss: 0.8192 | LM_LOSS: 0.3052 | LB_LOSS: 1.0280 +[2026-05-24 00:33:56] Validation | Batch 890/1463 | Loss: 0.8192 | LM_LOSS: 0.3053 | LB_LOSS: 1.0280 +[2026-05-24 00:33:59] Validation | Batch 900/1463 | Loss: 0.8189 | LM_LOSS: 0.3049 | LB_LOSS: 1.0280 +[2026-05-24 00:34:01] Validation | Batch 910/1463 | Loss: 0.8188 | LM_LOSS: 0.3048 | LB_LOSS: 1.0280 +[2026-05-24 00:34:04] Validation | Batch 920/1463 | Loss: 0.8189 | LM_LOSS: 0.3049 | LB_LOSS: 1.0280 +[2026-05-24 00:34:06] Validation | Batch 930/1463 | Loss: 0.8187 | LM_LOSS: 0.3047 | LB_LOSS: 1.0280 +[2026-05-24 00:34:08] Validation | Batch 940/1463 | Loss: 0.8184 | LM_LOSS: 0.3044 | LB_LOSS: 1.0279 +[2026-05-24 00:34:11] Validation | Batch 950/1463 | Loss: 0.8186 | LM_LOSS: 0.3046 | LB_LOSS: 1.0279 +[2026-05-24 00:34:13] Validation | Batch 960/1463 | Loss: 0.8187 | LM_LOSS: 0.3047 | LB_LOSS: 1.0279 +[2026-05-24 00:34:16] Validation | Batch 970/1463 | Loss: 0.8188 | LM_LOSS: 0.3048 | LB_LOSS: 1.0279 +[2026-05-24 00:34:19] Validation | Batch 980/1463 | Loss: 0.8191 | LM_LOSS: 0.3051 | LB_LOSS: 1.0279 +[2026-05-24 00:34:21] Validation | Batch 990/1463 | Loss: 0.8193 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:34:23] Validation | Batch 1000/1463 | Loss: 0.8199 | LM_LOSS: 0.3060 | LB_LOSS: 1.0279 +[2026-05-24 00:34:26] Validation | Batch 1010/1463 | Loss: 0.8199 | LM_LOSS: 0.3060 | LB_LOSS: 1.0279 +[2026-05-24 00:34:28] Validation | Batch 1020/1463 | Loss: 0.8200 | LM_LOSS: 0.3060 | LB_LOSS: 1.0280 +[2026-05-24 00:34:31] Validation | Batch 1030/1463 | Loss: 0.8204 | LM_LOSS: 0.3064 | LB_LOSS: 1.0280 +[2026-05-24 00:34:33] Validation | Batch 1040/1463 | Loss: 0.8200 | LM_LOSS: 0.3060 | LB_LOSS: 1.0280 +[2026-05-24 00:34:36] Validation | Batch 1050/1463 | Loss: 0.8199 | LM_LOSS: 0.3059 | LB_LOSS: 1.0279 +[2026-05-24 00:34:38] Validation | Batch 1060/1463 | Loss: 0.8199 | LM_LOSS: 0.3060 | LB_LOSS: 1.0279 +[2026-05-24 00:34:41] Validation | Batch 1070/1463 | Loss: 0.8199 | LM_LOSS: 0.3059 | LB_LOSS: 1.0279 +[2026-05-24 00:34:43] Validation | Batch 1080/1463 | Loss: 0.8197 | LM_LOSS: 0.3057 | LB_LOSS: 1.0280 +[2026-05-24 00:34:45] Validation | Batch 1090/1463 | Loss: 0.8197 | LM_LOSS: 0.3058 | LB_LOSS: 1.0279 +[2026-05-24 00:34:47] Validation | Batch 1100/1463 | Loss: 0.8196 | LM_LOSS: 0.3056 | LB_LOSS: 1.0279 +[2026-05-24 00:34:49] Validation | Batch 1110/1463 | Loss: 0.8195 | LM_LOSS: 0.3056 | LB_LOSS: 1.0279 +[2026-05-24 00:34:52] Validation | Batch 1120/1463 | Loss: 0.8194 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:34:55] Validation | Batch 1130/1463 | Loss: 0.8192 | LM_LOSS: 0.3053 | LB_LOSS: 1.0279 +[2026-05-24 00:34:57] Validation | Batch 1140/1463 | Loss: 0.8194 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:35:00] Validation | Batch 1150/1463 | Loss: 0.8193 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:35:02] Validation | Batch 1160/1463 | Loss: 0.8193 | LM_LOSS: 0.3053 | LB_LOSS: 1.0279 +[2026-05-24 00:35:04] Validation | Batch 1170/1463 | Loss: 0.8193 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:35:07] Validation | Batch 1180/1463 | Loss: 0.8193 | LM_LOSS: 0.3054 | LB_LOSS: 1.0279 +[2026-05-24 00:35:09] Validation | Batch 1190/1463 | Loss: 0.8194 | LM_LOSS: 0.3055 | LB_LOSS: 1.0279 +[2026-05-24 00:35:12] Validation | Batch 1200/1463 | Loss: 0.8195 | LM_LOSS: 0.3055 | LB_LOSS: 1.0279 +[2026-05-24 00:35:14] Validation | Batch 1210/1463 | Loss: 0.8197 | LM_LOSS: 0.3057 | LB_LOSS: 1.0279 +[2026-05-24 00:35:16] Validation | Batch 1220/1463 | Loss: 0.8201 | LM_LOSS: 0.3061 | LB_LOSS: 1.0280 +[2026-05-24 00:35:19] Validation | Batch 1230/1463 | Loss: 0.8201 | LM_LOSS: 0.3061 | LB_LOSS: 1.0280 +[2026-05-24 00:35:21] Validation | Batch 1240/1463 | Loss: 0.8204 | LM_LOSS: 0.3064 | LB_LOSS: 1.0280 +[2026-05-24 00:35:23] Validation | Batch 1250/1463 | Loss: 0.8206 | LM_LOSS: 0.3067 | LB_LOSS: 1.0280 +[2026-05-24 00:35:26] Validation | Batch 1260/1463 | Loss: 0.8206 | LM_LOSS: 0.3066 | LB_LOSS: 1.0280 +[2026-05-24 00:35:28] Validation | Batch 1270/1463 | Loss: 0.8204 | LM_LOSS: 0.3064 | LB_LOSS: 1.0280 +[2026-05-24 00:35:31] Validation | Batch 1280/1463 | Loss: 0.8203 | LM_LOSS: 0.3063 | LB_LOSS: 1.0279 +[2026-05-24 00:35:33] Validation | Batch 1290/1463 | Loss: 0.8203 | LM_LOSS: 0.3063 | LB_LOSS: 1.0279 +[2026-05-24 00:35:36] Validation | Batch 1300/1463 | Loss: 0.8202 | LM_LOSS: 0.3062 | LB_LOSS: 1.0279 +[2026-05-24 00:35:38] Validation | Batch 1310/1463 | Loss: 0.8201 | LM_LOSS: 0.3061 | LB_LOSS: 1.0279 +[2026-05-24 00:35:40] Validation | Batch 1320/1463 | Loss: 0.8201 | LM_LOSS: 0.3061 | LB_LOSS: 1.0279 +[2026-05-24 00:35:42] Validation | Batch 1330/1463 | Loss: 0.8201 | LM_LOSS: 0.3062 | LB_LOSS: 1.0279 +[2026-05-24 00:35:44] Validation | Batch 1340/1463 | Loss: 0.8204 | LM_LOSS: 0.3064 | LB_LOSS: 1.0279 +[2026-05-24 00:35:46] Validation | Batch 1350/1463 | Loss: 0.8204 | LM_LOSS: 0.3065 | LB_LOSS: 1.0279 +[2026-05-24 00:35:49] Validation | Batch 1360/1463 | Loss: 0.8207 | LM_LOSS: 0.3067 | LB_LOSS: 1.0279 +[2026-05-24 00:35:52] Validation | Batch 1370/1463 | Loss: 0.8209 | LM_LOSS: 0.3070 | LB_LOSS: 1.0279 +[2026-05-24 00:35:54] Validation | Batch 1380/1463 | Loss: 0.8207 | LM_LOSS: 0.3068 | LB_LOSS: 1.0279 +[2026-05-24 00:35:56] Validation | Batch 1390/1463 | Loss: 0.8206 | LM_LOSS: 0.3067 | LB_LOSS: 1.0279 +[2026-05-24 00:35:59] Validation | Batch 1400/1463 | Loss: 0.8210 | LM_LOSS: 0.3070 | LB_LOSS: 1.0279 +[2026-05-24 00:36:01] Validation | Batch 1410/1463 | Loss: 0.8212 | LM_LOSS: 0.3072 | LB_LOSS: 1.0279 +[2026-05-24 00:36:03] Validation | Batch 1420/1463 | Loss: 0.8211 | LM_LOSS: 0.3072 | LB_LOSS: 1.0279 +[2026-05-24 00:36:06] Validation | Batch 1430/1463 | Loss: 0.8212 | LM_LOSS: 0.3073 | LB_LOSS: 1.0279 +[2026-05-24 00:36:08] Validation | Batch 1440/1463 | Loss: 0.8216 | LM_LOSS: 0.3076 | LB_LOSS: 1.0279 +[2026-05-24 00:36:11] Validation | Batch 1450/1463 | Loss: 0.8213 | LM_LOSS: 0.3073 | LB_LOSS: 1.0279 +[2026-05-24 00:36:13] Validation | Batch 1460/1463 | Loss: 0.8216 | LM_LOSS: 0.3076 | LB_LOSS: 1.0279 +[2026-05-24 00:36:14] Validation | Batch 1463/1463 | Loss: 0.8215 | LM_LOSS: 0.3076 | LB_LOSS: 1.0279 +[2026-05-24 00:36:14] Validation | Loss: 0.8215 | LM_LOSS: 0.3076 | LB_LOSS: 1.0279 | PPL: 1.36 | Time: 345.90s +[2026-05-24 00:36:18] New best model saved! Val loss: 0.8215 +[2026-05-24 00:36:30] Epoch 1 | Step 1010 | Loss: 0.8745 | LM: 0.3352 | LB: 1.0820 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.350 | HR1: 0.390/SR1: 0.361 | LR: 7.47e-05 +[2026-05-24 00:36:42] Epoch 1 | Step 1020 | Loss: 0.8739 | LM: 0.3347 | LB: 1.0815 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.350 | HR1: 0.389/SR1: 0.360 | LR: 7.53e-05 +[2026-05-24 00:36:54] Epoch 1 | Step 1030 | Loss: 0.8734 | LM: 0.3351 | LB: 1.0809 | CL0: 2.8 | CL1: 2.6 | HR0: 0.354/SR0: 0.350 | HR1: 0.388/SR1: 0.359 | LR: 7.59e-05 +[2026-05-24 00:37:06] Epoch 1 | Step 1040 | Loss: 0.8729 | LM: 0.3353 | LB: 1.0804 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.388/SR1: 0.358 | LR: 7.66e-05 +[2026-05-24 00:37:18] Epoch 1 | Step 1050 | Loss: 0.8726 | LM: 0.3351 | LB: 1.0800 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.387/SR1: 0.357 | LR: 7.72e-05 +[2026-05-24 00:37:30] Epoch 1 | Step 1060 | Loss: 0.8721 | LM: 0.3351 | LB: 1.0795 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.386/SR1: 0.356 | LR: 7.79e-05 +[2026-05-24 00:37:42] Epoch 1 | Step 1070 | Loss: 0.8716 | LM: 0.3343 | LB: 1.0790 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.385/SR1: 0.355 | LR: 7.85e-05 +[2026-05-24 00:37:54] Epoch 1 | Step 1080 | Loss: 0.8710 | LM: 0.3336 | LB: 1.0785 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.384/SR1: 0.354 | LR: 7.91e-05 +[2026-05-24 00:38:06] Epoch 1 | Step 1090 | Loss: 0.8704 | LM: 0.3331 | LB: 1.0780 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.384/SR1: 0.354 | LR: 7.98e-05 +[2026-05-24 00:38:18] Epoch 1 | Step 1100 | Loss: 0.8699 | LM: 0.3328 | LB: 1.0776 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.383/SR1: 0.353 | LR: 8.04e-05 +[2026-05-24 00:38:30] Epoch 1 | Step 1110 | Loss: 0.8694 | LM: 0.3325 | LB: 1.0771 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.350 | HR1: 0.382/SR1: 0.352 | LR: 8.11e-05 +[2026-05-24 00:38:41] Epoch 1 | Step 1120 | Loss: 0.8693 | LM: 0.3327 | LB: 1.0766 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.381/SR1: 0.351 | LR: 8.17e-05 +[2026-05-24 00:38:53] Epoch 1 | Step 1130 | Loss: 0.8688 | LM: 0.3321 | LB: 1.0763 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.381/SR1: 0.350 | LR: 8.23e-05 +[2026-05-24 00:39:06] Epoch 1 | Step 1140 | Loss: 0.8685 | LM: 0.3321 | LB: 1.0759 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.380/SR1: 0.350 | LR: 8.30e-05 +[2026-05-24 00:39:18] Epoch 1 | Step 1150 | Loss: 0.8683 | LM: 0.3320 | LB: 1.0754 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.379/SR1: 0.349 | LR: 8.36e-05 +[2026-05-24 00:39:30] Epoch 1 | Step 1160 | Loss: 0.8678 | LM: 0.3316 | LB: 1.0750 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.378/SR1: 0.348 | LR: 8.43e-05 +[2026-05-24 00:39:41] Epoch 1 | Step 1170 | Loss: 0.8675 | LM: 0.3316 | LB: 1.0746 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.378/SR1: 0.347 | LR: 8.49e-05 +[2026-05-24 00:39:53] Epoch 1 | Step 1180 | Loss: 0.8672 | LM: 0.3316 | LB: 1.0742 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.377/SR1: 0.346 | LR: 8.55e-05 +[2026-05-24 00:40:05] Epoch 1 | Step 1190 | Loss: 0.8669 | LM: 0.3316 | LB: 1.0738 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.376/SR1: 0.346 | LR: 8.62e-05 +[2026-05-24 00:40:18] Epoch 1 | Step 1200 | Loss: 0.8664 | LM: 0.3313 | LB: 1.0734 | CL0: 2.8 | CL1: 2.7 | HR0: 0.354/SR0: 0.349 | HR1: 0.376/SR1: 0.345 | LR: 8.68e-05 +[2026-05-24 00:40:30] Epoch 1 | Step 1210 | Loss: 0.8662 | LM: 0.3315 | LB: 1.0730 | CL0: 2.8 | CL1: 2.8 | HR0: 0.354/SR0: 0.349 | HR1: 0.375/SR1: 0.344 | LR: 8.75e-05 +[2026-05-24 00:40:42] Epoch 1 | Step 1220 | Loss: 0.8658 | LM: 0.3317 | LB: 1.0726 | CL0: 2.8 | CL1: 2.8 | HR0: 0.354/SR0: 0.349 | HR1: 0.374/SR1: 0.344 | LR: 8.81e-05 +[2026-05-24 00:40:54] Epoch 1 | Step 1230 | Loss: 0.8655 | LM: 0.3316 | LB: 1.0722 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.374/SR1: 0.343 | LR: 8.87e-05 +[2026-05-24 00:41:06] Epoch 1 | Step 1240 | Loss: 0.8653 | LM: 0.3315 | LB: 1.0718 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.373/SR1: 0.342 | LR: 8.94e-05 +[2026-05-24 00:41:18] Epoch 1 | Step 1250 | Loss: 0.8651 | LM: 0.3316 | LB: 1.0715 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.373/SR1: 0.341 | LR: 9.00e-05 +[2026-05-24 00:41:30] Epoch 1 | Step 1260 | Loss: 0.8645 | LM: 0.3310 | LB: 1.0711 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.372/SR1: 0.341 | LR: 9.07e-05 +[2026-05-24 00:41:42] Epoch 1 | Step 1270 | Loss: 0.8641 | LM: 0.3306 | LB: 1.0708 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.371/SR1: 0.340 | LR: 9.13e-05 +[2026-05-24 00:41:54] Epoch 1 | Step 1280 | Loss: 0.8636 | LM: 0.3309 | LB: 1.0705 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.371/SR1: 0.339 | LR: 9.19e-05 +[2026-05-24 00:42:06] Epoch 1 | Step 1290 | Loss: 0.8634 | LM: 0.3309 | LB: 1.0701 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.370/SR1: 0.339 | LR: 9.26e-05 +[2026-05-24 00:42:18] Epoch 1 | Step 1300 | Loss: 0.8633 | LM: 0.3312 | LB: 1.0698 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.369/SR1: 0.338 | LR: 9.32e-05 +[2026-05-24 00:42:30] Epoch 1 | Step 1310 | Loss: 0.8631 | LM: 0.3321 | LB: 1.0694 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.369/SR1: 0.337 | LR: 9.39e-05 +[2026-05-24 00:42:42] Epoch 1 | Step 1320 | Loss: 0.8628 | LM: 0.3321 | LB: 1.0690 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.368/SR1: 0.337 | LR: 9.45e-05 +[2026-05-24 00:42:54] Epoch 1 | Step 1330 | Loss: 0.8625 | LM: 0.3318 | LB: 1.0687 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.368/SR1: 0.336 | LR: 9.51e-05 +[2026-05-24 00:43:06] Epoch 1 | Step 1340 | Loss: 0.8622 | LM: 0.3315 | LB: 1.0684 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.348 | HR1: 0.367/SR1: 0.335 | LR: 9.58e-05 +[2026-05-24 00:43:17] Epoch 1 | Step 1350 | Loss: 0.8618 | LM: 0.3312 | LB: 1.0680 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.347 | HR1: 0.366/SR1: 0.335 | LR: 9.64e-05 +[2026-05-24 00:43:29] Epoch 1 | Step 1360 | Loss: 0.8617 | LM: 0.3312 | LB: 1.0677 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.347 | HR1: 0.366/SR1: 0.334 | LR: 9.71e-05 +[2026-05-24 00:43:40] Epoch 1 | Step 1370 | Loss: 0.8613 | LM: 0.3308 | LB: 1.0674 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.347 | HR1: 0.366/SR1: 0.334 | LR: 9.77e-05 +[2026-05-24 00:43:51] Epoch 1 | Step 1380 | Loss: 0.8609 | LM: 0.3308 | LB: 1.0670 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.347 | HR1: 0.365/SR1: 0.333 | LR: 9.83e-05 +[2026-05-24 00:44:02] Epoch 1 | Step 1390 | Loss: 0.8605 | LM: 0.3307 | LB: 1.0667 | CL0: 2.8 | CL1: 2.8 | HR0: 0.353/SR0: 0.347 | HR1: 0.364/SR1: 0.333 | LR: 9.90e-05 +[2026-05-24 00:44:14] Epoch 1 | Step 1400 | Loss: 0.8603 | LM: 0.3310 | LB: 1.0663 | CL0: 2.9 | CL1: 2.8 | HR0: 0.352/SR0: 0.347 | HR1: 0.364/SR1: 0.332 | LR: 9.96e-05 +[2026-05-24 00:44:26] Epoch 1 | Step 1410 | Loss: 0.8600 | LM: 0.3314 | LB: 1.0660 | CL0: 2.9 | CL1: 2.8 | HR0: 0.352/SR0: 0.347 | HR1: 0.363/SR1: 0.331 | LR: 1.00e-04 +[2026-05-24 00:44:38] Epoch 1 | Step 1420 | Loss: 0.8598 | LM: 0.3312 | LB: 1.0657 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.363/SR1: 0.331 | LR: 1.00e-04 +[2026-05-24 00:44:50] Epoch 1 | Step 1430 | Loss: 0.8594 | LM: 0.3306 | LB: 1.0654 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.363/SR1: 0.330 | LR: 1.00e-04 +[2026-05-24 00:45:02] Epoch 1 | Step 1440 | Loss: 0.8590 | LM: 0.3304 | LB: 1.0651 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.362/SR1: 0.330 | LR: 1.00e-04 +[2026-05-24 00:45:14] Epoch 1 | Step 1450 | Loss: 0.8589 | LM: 0.3305 | LB: 1.0648 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.362/SR1: 0.329 | LR: 1.00e-04 +[2026-05-24 00:45:26] Epoch 1 | Step 1460 | Loss: 0.8587 | LM: 0.3307 | LB: 1.0645 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.361/SR1: 0.329 | LR: 1.00e-04 +[2026-05-24 00:45:38] Epoch 1 | Step 1470 | Loss: 0.8584 | LM: 0.3303 | LB: 1.0642 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.361/SR1: 0.328 | LR: 1.00e-04 +[2026-05-24 00:45:49] Epoch 1 | Step 1480 | Loss: 0.8583 | LM: 0.3304 | LB: 1.0639 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.360/SR1: 0.328 | LR: 1.00e-04 +[2026-05-24 00:46:00] Epoch 1 | Step 1490 | Loss: 0.8581 | LM: 0.3306 | LB: 1.0636 | CL0: 2.9 | CL1: 2.9 | HR0: 0.352/SR0: 0.346 | HR1: 0.360/SR1: 0.327 | LR: 1.00e-04 +[2026-05-24 00:46:11] Epoch 1 | Step 1500 | Loss: 0.8578 | LM: 0.3303 | LB: 1.0633 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.359/SR1: 0.327 | LR: 1.00e-04 +[2026-05-24 00:46:22] Epoch 1 | Step 1510 | Loss: 0.8576 | LM: 0.3301 | LB: 1.0630 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.359/SR1: 0.326 | LR: 1.00e-04 +[2026-05-24 00:46:33] Epoch 1 | Step 1520 | Loss: 0.8572 | LM: 0.3298 | LB: 1.0628 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.358/SR1: 0.326 | LR: 1.00e-04 +[2026-05-24 00:46:44] Epoch 1 | Step 1530 | Loss: 0.8568 | LM: 0.3293 | LB: 1.0624 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.358/SR1: 0.325 | LR: 1.00e-04 +[2026-05-24 00:46:56] Epoch 1 | Step 1540 | Loss: 0.8565 | LM: 0.3290 | LB: 1.0622 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.357/SR1: 0.325 | LR: 1.00e-04 +[2026-05-24 00:47:07] Epoch 1 | Step 1550 | Loss: 0.8563 | LM: 0.3289 | LB: 1.0619 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.357/SR1: 0.324 | LR: 1.00e-04 +[2026-05-24 00:47:19] Epoch 1 | Step 1560 | Loss: 0.8562 | LM: 0.3289 | LB: 1.0616 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.345 | HR1: 0.357/SR1: 0.324 | LR: 1.00e-04 +[2026-05-24 00:47:31] Epoch 1 | Step 1570 | Loss: 0.8559 | LM: 0.3283 | LB: 1.0614 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.344 | HR1: 0.356/SR1: 0.323 | LR: 1.00e-04 +[2026-05-24 00:47:42] Epoch 1 | Step 1580 | Loss: 0.8557 | LM: 0.3284 | LB: 1.0611 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.344 | HR1: 0.356/SR1: 0.323 | LR: 1.00e-04 +[2026-05-24 00:47:52] Epoch 1 | Step 1590 | Loss: 0.8553 | LM: 0.3281 | LB: 1.0608 | CL0: 2.9 | CL1: 2.9 | HR0: 0.351/SR0: 0.344 | HR1: 0.356/SR1: 0.322 | LR: 1.00e-04 +[2026-05-24 00:48:04] Epoch 1 | Step 1600 | Loss: 0.8550 | LM: 0.3283 | LB: 1.0605 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.344 | HR1: 0.355/SR1: 0.322 | LR: 1.00e-04 +[2026-05-24 00:48:15] Epoch 1 | Step 1610 | Loss: 0.8548 | LM: 0.3283 | LB: 1.0603 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.344 | HR1: 0.355/SR1: 0.321 | LR: 1.00e-04 +[2026-05-24 00:48:27] Epoch 1 | Step 1620 | Loss: 0.8544 | LM: 0.3285 | LB: 1.0600 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.344 | HR1: 0.354/SR1: 0.321 | LR: 1.00e-04 +[2026-05-24 00:48:38] Epoch 1 | Step 1630 | Loss: 0.8543 | LM: 0.3283 | LB: 1.0598 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.354/SR1: 0.321 | LR: 1.00e-04 +[2026-05-24 00:48:49] Epoch 1 | Step 1640 | Loss: 0.8541 | LM: 0.3281 | LB: 1.0596 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.354/SR1: 0.320 | LR: 1.00e-04 +[2026-05-24 00:49:00] Epoch 1 | Step 1650 | Loss: 0.8538 | LM: 0.3276 | LB: 1.0593 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.353/SR1: 0.320 | LR: 1.00e-04 +[2026-05-24 00:49:11] Epoch 1 | Step 1660 | Loss: 0.8534 | LM: 0.3272 | LB: 1.0591 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.353/SR1: 0.319 | LR: 1.00e-04 +[2026-05-24 00:49:22] Epoch 1 | Step 1670 | Loss: 0.8532 | LM: 0.3271 | LB: 1.0588 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.352/SR1: 0.319 | LR: 1.00e-04 +[2026-05-24 00:49:33] Epoch 1 | Step 1680 | Loss: 0.8529 | LM: 0.3269 | LB: 1.0586 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.352/SR1: 0.318 | LR: 1.00e-04 +[2026-05-24 00:49:43] Epoch 1 | Step 1690 | Loss: 0.8527 | LM: 0.3269 | LB: 1.0584 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.352/SR1: 0.318 | LR: 1.00e-04 +[2026-05-24 00:49:55] Epoch 1 | Step 1700 | Loss: 0.8522 | LM: 0.3264 | LB: 1.0581 | CL0: 2.9 | CL1: 2.9 | HR0: 0.350/SR0: 0.343 | HR1: 0.352/SR1: 0.318 | LR: 1.00e-04 +[2026-05-24 00:50:06] Epoch 1 | Step 1710 | Loss: 0.8519 | LM: 0.3262 | LB: 1.0579 | CL0: 2.9 | CL1: 2.9 | HR0: 0.349/SR0: 0.343 | HR1: 0.351/SR1: 0.318 | LR: 1.00e-04 +[2026-05-24 00:50:17] Epoch 1 | Step 1720 | Loss: 0.8519 | LM: 0.3262 | LB: 1.0577 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.342 | HR1: 0.351/SR1: 0.317 | LR: 1.00e-04 +[2026-05-24 00:50:28] Epoch 1 | Step 1730 | Loss: 0.8519 | LM: 0.3262 | LB: 1.0574 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.342 | HR1: 0.351/SR1: 0.317 | LR: 1.00e-04 +[2026-05-24 00:50:39] Epoch 1 | Step 1740 | Loss: 0.8514 | LM: 0.3260 | LB: 1.0572 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.342 | HR1: 0.350/SR1: 0.316 | LR: 1.00e-04 +[2026-05-24 00:50:50] Epoch 1 | Step 1750 | Loss: 0.8512 | LM: 0.3260 | LB: 1.0569 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.342 | HR1: 0.350/SR1: 0.316 | LR: 1.00e-04 +[2026-05-24 00:51:02] Epoch 1 | Step 1760 | Loss: 0.8508 | LM: 0.3258 | LB: 1.0567 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.342 | HR1: 0.350/SR1: 0.315 | LR: 1.00e-04 +[2026-05-24 00:51:12] Epoch 1 | Step 1770 | Loss: 0.8506 | LM: 0.3260 | LB: 1.0564 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.342 | HR1: 0.349/SR1: 0.315 | LR: 1.00e-04 +[2026-05-24 00:51:23] Epoch 1 | Step 1780 | Loss: 0.8505 | LM: 0.3261 | LB: 1.0562 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.341 | HR1: 0.349/SR1: 0.315 | LR: 1.00e-04 +[2026-05-24 00:51:35] Epoch 1 | Step 1790 | Loss: 0.8505 | LM: 0.3261 | LB: 1.0560 | CL0: 2.9 | CL1: 3.0 | HR0: 0.349/SR0: 0.341 | HR1: 0.349/SR1: 0.314 | LR: 1.00e-04 +[2026-05-24 00:51:46] Epoch 1 | Step 1800 | Loss: 0.8503 | LM: 0.3262 | LB: 1.0558 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.341 | HR1: 0.348/SR1: 0.314 | LR: 1.00e-04 +[2026-05-24 00:51:58] Epoch 1 | Step 1810 | Loss: 0.8500 | LM: 0.3257 | LB: 1.0556 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.341 | HR1: 0.348/SR1: 0.313 | LR: 1.00e-04 +[2026-05-24 00:52:09] Epoch 1 | Step 1820 | Loss: 0.8499 | LM: 0.3258 | LB: 1.0553 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.341 | HR1: 0.348/SR1: 0.313 | LR: 1.00e-04 +[2026-05-24 00:52:20] Epoch 1 | Step 1830 | Loss: 0.8496 | LM: 0.3259 | LB: 1.0551 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.341 | HR1: 0.347/SR1: 0.313 | LR: 1.00e-04 +[2026-05-24 00:52:31] Epoch 1 | Step 1840 | Loss: 0.8495 | LM: 0.3259 | LB: 1.0549 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.341 | HR1: 0.347/SR1: 0.312 | LR: 1.00e-04 +[2026-05-24 00:52:43] Epoch 1 | Step 1850 | Loss: 0.8494 | LM: 0.3259 | LB: 1.0547 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.341 | HR1: 0.347/SR1: 0.312 | LR: 1.00e-04 +[2026-05-24 00:52:54] Epoch 1 | Step 1860 | Loss: 0.8493 | LM: 0.3256 | LB: 1.0545 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.340 | HR1: 0.346/SR1: 0.311 | LR: 1.00e-04 +[2026-05-24 00:53:05] Epoch 1 | Step 1870 | Loss: 0.8491 | LM: 0.3254 | LB: 1.0543 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.340 | HR1: 0.346/SR1: 0.311 | LR: 1.00e-04 +[2026-05-24 00:53:16] Epoch 1 | Step 1880 | Loss: 0.8488 | LM: 0.3254 | LB: 1.0541 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.340 | HR1: 0.345/SR1: 0.311 | LR: 1.00e-04 +[2026-05-24 00:53:27] Epoch 1 | Step 1890 | Loss: 0.8488 | LM: 0.3254 | LB: 1.0539 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.340 | HR1: 0.345/SR1: 0.310 | LR: 1.00e-04 +[2026-05-24 00:53:38] Epoch 1 | Step 1900 | Loss: 0.8487 | LM: 0.3256 | LB: 1.0537 | CL0: 2.9 | CL1: 3.0 | HR0: 0.348/SR0: 0.340 | HR1: 0.345/SR1: 0.310 | LR: 1.00e-04 +[2026-05-24 00:53:50] Epoch 1 | Step 1910 | Loss: 0.8485 | LM: 0.3258 | LB: 1.0535 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.340 | HR1: 0.344/SR1: 0.310 | LR: 1.00e-04 +[2026-05-24 00:54:01] Epoch 1 | Step 1920 | Loss: 0.8482 | LM: 0.3263 | LB: 1.0533 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.340 | HR1: 0.344/SR1: 0.309 | LR: 1.00e-04 +[2026-05-24 00:54:11] Epoch 1 | Step 1930 | Loss: 0.8481 | LM: 0.3262 | LB: 1.0531 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.340 | HR1: 0.344/SR1: 0.309 | LR: 1.00e-04 +[2026-05-24 00:54:22] Epoch 1 | Step 1940 | Loss: 0.8480 | LM: 0.3264 | LB: 1.0529 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.343/SR1: 0.308 | LR: 1.00e-04 +[2026-05-24 00:54:33] Epoch 1 | Step 1950 | Loss: 0.8479 | LM: 0.3263 | LB: 1.0527 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.343/SR1: 0.308 | LR: 1.00e-04 +[2026-05-24 00:54:44] Epoch 1 | Step 1960 | Loss: 0.8476 | LM: 0.3261 | LB: 1.0525 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.343/SR1: 0.308 | LR: 1.00e-04 +[2026-05-24 00:54:55] Epoch 1 | Step 1970 | Loss: 0.8474 | LM: 0.3261 | LB: 1.0523 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.343/SR1: 0.307 | LR: 1.00e-04 +[2026-05-24 00:55:06] Epoch 1 | Step 1980 | Loss: 0.8471 | LM: 0.3259 | LB: 1.0521 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.342/SR1: 0.307 | LR: 1.00e-04 +[2026-05-24 00:55:17] Epoch 1 | Step 1990 | Loss: 0.8469 | LM: 0.3260 | LB: 1.0519 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.342/SR1: 0.307 | LR: 1.00e-04 +[2026-05-24 00:55:28] Epoch 1 | Step 2000 | Loss: 0.8467 | LM: 0.3257 | LB: 1.0518 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.342/SR1: 0.306 | LR: 1.00e-04 +[2026-05-24 00:55:30] Validation | Batch 10/1463 | Loss: 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| Batch 600/1463 | Loss: 0.8174 | LM_LOSS: 0.3110 | LB_LOSS: 1.0127 +[2026-05-24 00:57:44] Validation | Batch 610/1463 | Loss: 0.8175 | LM_LOSS: 0.3111 | LB_LOSS: 1.0127 +[2026-05-24 00:57:47] Validation | Batch 620/1463 | Loss: 0.8169 | LM_LOSS: 0.3106 | LB_LOSS: 1.0127 +[2026-05-24 00:57:49] Validation | Batch 630/1463 | Loss: 0.8164 | LM_LOSS: 0.3101 | LB_LOSS: 1.0127 +[2026-05-24 00:57:51] Validation | Batch 640/1463 | Loss: 0.8164 | LM_LOSS: 0.3100 | LB_LOSS: 1.0128 +[2026-05-24 00:57:53] Validation | Batch 650/1463 | Loss: 0.8158 | LM_LOSS: 0.3095 | LB_LOSS: 1.0128 +[2026-05-24 00:57:55] Validation | Batch 660/1463 | Loss: 0.8154 | LM_LOSS: 0.3090 | LB_LOSS: 1.0127 +[2026-05-24 00:57:57] Validation | Batch 670/1463 | Loss: 0.8151 | LM_LOSS: 0.3087 | LB_LOSS: 1.0127 +[2026-05-24 00:57:59] Validation | Batch 680/1463 | Loss: 0.8151 | LM_LOSS: 0.3087 | LB_LOSS: 1.0127 +[2026-05-24 00:58:01] Validation | Batch 690/1463 | Loss: 0.8154 | LM_LOSS: 0.3091 | LB_LOSS: 1.0127 +[2026-05-24 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1.0127 +[2026-05-24 00:58:23] Validation | Batch 800/1463 | Loss: 0.8156 | LM_LOSS: 0.3092 | LB_LOSS: 1.0127 +[2026-05-24 00:58:25] Validation | Batch 810/1463 | Loss: 0.8152 | LM_LOSS: 0.3088 | LB_LOSS: 1.0127 +[2026-05-24 00:58:27] Validation | Batch 820/1463 | Loss: 0.8154 | LM_LOSS: 0.3091 | LB_LOSS: 1.0127 +[2026-05-24 00:58:29] Validation | Batch 830/1463 | Loss: 0.8157 | LM_LOSS: 0.3094 | LB_LOSS: 1.0127 +[2026-05-24 00:58:32] Validation | Batch 840/1463 | Loss: 0.8158 | LM_LOSS: 0.3094 | LB_LOSS: 1.0127 +[2026-05-24 00:58:34] Validation | Batch 850/1463 | Loss: 0.8160 | LM_LOSS: 0.3096 | LB_LOSS: 1.0127 +[2026-05-24 00:58:37] Validation | Batch 860/1463 | Loss: 0.8160 | LM_LOSS: 0.3097 | LB_LOSS: 1.0127 +[2026-05-24 00:58:39] Validation | Batch 870/1463 | Loss: 0.8160 | LM_LOSS: 0.3097 | LB_LOSS: 1.0128 +[2026-05-24 00:58:41] Validation | Batch 880/1463 | Loss: 0.8154 | LM_LOSS: 0.3090 | LB_LOSS: 1.0128 +[2026-05-24 00:58:43] Validation | Batch 890/1463 | Loss: 0.8154 | LM_LOSS: 0.3091 | LB_LOSS: 1.0127 +[2026-05-24 00:58:45] Validation | Batch 900/1463 | Loss: 0.8151 | LM_LOSS: 0.3088 | LB_LOSS: 1.0127 +[2026-05-24 00:58:47] Validation | Batch 910/1463 | Loss: 0.8150 | LM_LOSS: 0.3087 | LB_LOSS: 1.0127 +[2026-05-24 00:58:50] Validation | Batch 920/1463 | Loss: 0.8152 | LM_LOSS: 0.3088 | LB_LOSS: 1.0127 +[2026-05-24 00:58:52] Validation | Batch 930/1463 | Loss: 0.8149 | LM_LOSS: 0.3086 | LB_LOSS: 1.0127 +[2026-05-24 00:58:54] Validation | Batch 940/1463 | Loss: 0.8146 | LM_LOSS: 0.3083 | LB_LOSS: 1.0127 +[2026-05-24 00:58:57] Validation | Batch 950/1463 | Loss: 0.8149 | LM_LOSS: 0.3086 | LB_LOSS: 1.0127 +[2026-05-24 00:58:59] Validation | Batch 960/1463 | Loss: 0.8149 | LM_LOSS: 0.3086 | LB_LOSS: 1.0127 +[2026-05-24 00:59:01] Validation | Batch 970/1463 | Loss: 0.8150 | LM_LOSS: 0.3086 | LB_LOSS: 1.0126 +[2026-05-24 00:59:04] Validation | Batch 980/1463 | Loss: 0.8153 | LM_LOSS: 0.3090 | LB_LOSS: 1.0126 +[2026-05-24 00:59:06] Validation | Batch 990/1463 | Loss: 0.8155 | LM_LOSS: 0.3092 | LB_LOSS: 1.0126 +[2026-05-24 00:59:08] Validation | Batch 1000/1463 | Loss: 0.8161 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 00:59:10] Validation | Batch 1010/1463 | Loss: 0.8161 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 00:59:13] Validation | Batch 1020/1463 | Loss: 0.8162 | LM_LOSS: 0.3099 | LB_LOSS: 1.0127 +[2026-05-24 00:59:15] Validation | Batch 1030/1463 | Loss: 0.8166 | LM_LOSS: 0.3103 | LB_LOSS: 1.0127 +[2026-05-24 00:59:17] Validation | Batch 1040/1463 | Loss: 0.8162 | LM_LOSS: 0.3099 | LB_LOSS: 1.0127 +[2026-05-24 00:59:20] Validation | Batch 1050/1463 | Loss: 0.8161 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 00:59:22] Validation | Batch 1060/1463 | Loss: 0.8161 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 00:59:24] Validation | Batch 1070/1463 | Loss: 0.8161 | LM_LOSS: 0.3097 | LB_LOSS: 1.0127 +[2026-05-24 00:59:26] Validation | Batch 1080/1463 | Loss: 0.8159 | LM_LOSS: 0.3095 | LB_LOSS: 1.0127 +[2026-05-24 00:59:28] Validation | Batch 1090/1463 | Loss: 0.8159 | LM_LOSS: 0.3096 | LB_LOSS: 1.0127 +[2026-05-24 00:59:30] Validation | Batch 1100/1463 | Loss: 0.8158 | LM_LOSS: 0.3094 | LB_LOSS: 1.0127 +[2026-05-24 00:59:32] Validation | Batch 1110/1463 | Loss: 0.8157 | LM_LOSS: 0.3094 | LB_LOSS: 1.0127 +[2026-05-24 00:59:35] Validation | Batch 1120/1463 | Loss: 0.8156 | LM_LOSS: 0.3092 | LB_LOSS: 1.0127 +[2026-05-24 00:59:37] Validation | Batch 1130/1463 | Loss: 0.8154 | LM_LOSS: 0.3090 | LB_LOSS: 1.0127 +[2026-05-24 00:59:39] Validation | Batch 1140/1463 | Loss: 0.8156 | LM_LOSS: 0.3092 | LB_LOSS: 1.0127 +[2026-05-24 00:59:42] Validation | Batch 1150/1463 | Loss: 0.8155 | LM_LOSS: 0.3092 | LB_LOSS: 1.0127 +[2026-05-24 00:59:44] Validation | Batch 1160/1463 | Loss: 0.8154 | LM_LOSS: 0.3091 | LB_LOSS: 1.0127 +[2026-05-24 00:59:46] Validation | Batch 1170/1463 | Loss: 0.8154 | LM_LOSS: 0.3091 | LB_LOSS: 1.0127 +[2026-05-24 00:59:48] Validation | Batch 1180/1463 | Loss: 0.8155 | LM_LOSS: 0.3091 | LB_LOSS: 1.0127 +[2026-05-24 00:59:51] Validation | Batch 1190/1463 | Loss: 0.8156 | LM_LOSS: 0.3092 | LB_LOSS: 1.0127 +[2026-05-24 00:59:53] Validation | Batch 1200/1463 | Loss: 0.8156 | LM_LOSS: 0.3093 | LB_LOSS: 1.0127 +[2026-05-24 00:59:55] Validation | Batch 1210/1463 | Loss: 0.8158 | LM_LOSS: 0.3095 | LB_LOSS: 1.0127 +[2026-05-24 00:59:58] Validation | Batch 1220/1463 | Loss: 0.8162 | LM_LOSS: 0.3099 | LB_LOSS: 1.0127 +[2026-05-24 01:00:00] Validation | Batch 1230/1463 | Loss: 0.8162 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 01:00:02] Validation | Batch 1240/1463 | Loss: 0.8165 | LM_LOSS: 0.3102 | LB_LOSS: 1.0127 +[2026-05-24 01:00:04] Validation | Batch 1250/1463 | Loss: 0.8167 | LM_LOSS: 0.3104 | LB_LOSS: 1.0127 +[2026-05-24 01:00:07] Validation | Batch 1260/1463 | Loss: 0.8167 | LM_LOSS: 0.3103 | LB_LOSS: 1.0127 +[2026-05-24 01:00:09] Validation | Batch 1270/1463 | Loss: 0.8165 | LM_LOSS: 0.3101 | LB_LOSS: 1.0127 +[2026-05-24 01:00:11] Validation | Batch 1280/1463 | Loss: 0.8163 | LM_LOSS: 0.3100 | LB_LOSS: 1.0127 +[2026-05-24 01:00:13] Validation | Batch 1290/1463 | Loss: 0.8163 | LM_LOSS: 0.3100 | LB_LOSS: 1.0127 +[2026-05-24 01:00:16] Validation | Batch 1300/1463 | Loss: 0.8161 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 01:00:18] Validation | Batch 1310/1463 | Loss: 0.8160 | LM_LOSS: 0.3097 | LB_LOSS: 1.0127 +[2026-05-24 01:00:20] Validation | Batch 1320/1463 | Loss: 0.8161 | LM_LOSS: 0.3097 | LB_LOSS: 1.0127 +[2026-05-24 01:00:21] Validation | Batch 1330/1463 | Loss: 0.8161 | LM_LOSS: 0.3098 | LB_LOSS: 1.0127 +[2026-05-24 01:00:23] Validation | Batch 1340/1463 | Loss: 0.8164 | LM_LOSS: 0.3100 | LB_LOSS: 1.0127 +[2026-05-24 01:00:26] Validation | Batch 1350/1463 | Loss: 0.8164 | LM_LOSS: 0.3101 | LB_LOSS: 1.0127 +[2026-05-24 01:00:29] Validation | Batch 1360/1463 | Loss: 0.8167 | LM_LOSS: 0.3104 | LB_LOSS: 1.0127 +[2026-05-24 01:00:31] Validation | Batch 1370/1463 | Loss: 0.8170 | LM_LOSS: 0.3106 | LB_LOSS: 1.0127 +[2026-05-24 01:00:33] Validation | Batch 1380/1463 | Loss: 0.8167 | LM_LOSS: 0.3104 | LB_LOSS: 1.0127 +[2026-05-24 01:00:35] Validation | Batch 1390/1463 | Loss: 0.8167 | LM_LOSS: 0.3103 | LB_LOSS: 1.0127 +[2026-05-24 01:00:37] Validation | Batch 1400/1463 | Loss: 0.8169 | LM_LOSS: 0.3106 | LB_LOSS: 1.0126 +[2026-05-24 01:00:39] Validation | Batch 1410/1463 | Loss: 0.8171 | LM_LOSS: 0.3108 | LB_LOSS: 1.0126 +[2026-05-24 01:00:41] Validation | Batch 1420/1463 | Loss: 0.8171 | LM_LOSS: 0.3107 | LB_LOSS: 1.0127 +[2026-05-24 01:00:44] Validation | Batch 1430/1463 | Loss: 0.8171 | LM_LOSS: 0.3108 | LB_LOSS: 1.0126 +[2026-05-24 01:00:46] Validation | Batch 1440/1463 | Loss: 0.8175 | LM_LOSS: 0.3112 | LB_LOSS: 1.0127 +[2026-05-24 01:00:48] Validation | Batch 1450/1463 | Loss: 0.8172 | LM_LOSS: 0.3109 | LB_LOSS: 1.0126 +[2026-05-24 01:00:51] Validation | Batch 1460/1463 | Loss: 0.8175 | LM_LOSS: 0.3112 | LB_LOSS: 1.0126 +[2026-05-24 01:00:51] Validation | Batch 1463/1463 | Loss: 0.8174 | LM_LOSS: 0.3111 | LB_LOSS: 1.0126 +[2026-05-24 01:00:51] Validation | Loss: 0.8174 | LM_LOSS: 0.3111 | LB_LOSS: 1.0126 | PPL: 1.37 | Time: 323.38s +[2026-05-24 01:00:58] New best model saved! Val loss: 0.8174 +[2026-05-24 01:01:10] Epoch 1 | Step 2010 | Loss: 0.8466 | LM: 0.3256 | LB: 1.0516 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.341/SR1: 0.306 | LR: 1.00e-04 +[2026-05-24 01:01:21] Epoch 1 | Step 2020 | Loss: 0.8466 | LM: 0.3257 | LB: 1.0514 | CL0: 2.9 | CL1: 3.0 | HR0: 0.347/SR0: 0.339 | HR1: 0.341/SR1: 0.306 | LR: 1.00e-04 +[2026-05-24 01:01:32] Epoch 1 | Step 2030 | Loss: 0.8462 | LM: 0.3253 | LB: 1.0512 | CL0: 2.9 | CL1: 3.0 | HR0: 0.346/SR0: 0.338 | HR1: 0.341/SR1: 0.305 | LR: 1.00e-04 +[2026-05-24 01:01:43] Epoch 1 | Step 2040 | Loss: 0.8461 | LM: 0.3257 | LB: 1.0510 | CL0: 2.9 | CL1: 3.0 | HR0: 0.346/SR0: 0.338 | HR1: 0.341/SR1: 0.305 | LR: 1.00e-04 +[2026-05-24 01:01:54] Epoch 1 | Step 2050 | Loss: 0.8461 | LM: 0.3253 | LB: 1.0508 | CL0: 2.9 | CL1: 3.0 | HR0: 0.346/SR0: 0.338 | HR1: 0.340/SR1: 0.305 | LR: 1.00e-04 +[2026-05-24 01:02:05] Epoch 1 | Step 2060 | Loss: 0.8459 | LM: 0.3255 | LB: 1.0506 | CL0: 2.9 | CL1: 3.0 | HR0: 0.346/SR0: 0.338 | HR1: 0.340/SR1: 0.304 | LR: 1.00e-04 +[2026-05-24 01:02:16] Epoch 1 | Step 2070 | Loss: 0.8457 | LM: 0.3257 | LB: 1.0505 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.338 | HR1: 0.340/SR1: 0.304 | LR: 1.00e-04 +[2026-05-24 01:02:27] Epoch 1 | Step 2080 | Loss: 0.8457 | LM: 0.3259 | LB: 1.0503 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.338 | HR1: 0.339/SR1: 0.304 | LR: 1.00e-04 +[2026-05-24 01:02:39] Epoch 1 | Step 2090 | Loss: 0.8453 | LM: 0.3254 | LB: 1.0501 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.338 | HR1: 0.339/SR1: 0.303 | LR: 1.00e-04 +[2026-05-24 01:02:50] Epoch 1 | Step 2100 | Loss: 0.8452 | LM: 0.3255 | LB: 1.0500 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.337 | HR1: 0.339/SR1: 0.303 | LR: 1.00e-04 +[2026-05-24 01:03:01] Epoch 1 | Step 2110 | Loss: 0.8450 | LM: 0.3255 | LB: 1.0498 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.337 | HR1: 0.339/SR1: 0.303 | LR: 1.00e-04 +[2026-05-24 01:03:11] Epoch 1 | Step 2120 | Loss: 0.8448 | LM: 0.3252 | LB: 1.0496 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.337 | HR1: 0.338/SR1: 0.303 | LR: 1.00e-04 +[2026-05-24 01:03:23] Epoch 1 | Step 2130 | Loss: 0.8448 | LM: 0.3253 | LB: 1.0495 | CL0: 2.9 | CL1: 3.1 | HR0: 0.346/SR0: 0.337 | HR1: 0.338/SR1: 0.302 | LR: 1.00e-04 +[2026-05-24 01:03:33] Epoch 1 | Step 2140 | Loss: 0.8444 | LM: 0.3251 | LB: 1.0493 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.337 | HR1: 0.338/SR1: 0.302 | LR: 1.00e-04 +[2026-05-24 01:03:44] Epoch 1 | Step 2150 | Loss: 0.8443 | LM: 0.3250 | LB: 1.0492 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.337 | HR1: 0.337/SR1: 0.302 | LR: 1.00e-04 +[2026-05-24 01:03:55] Epoch 1 | Step 2160 | Loss: 0.8442 | LM: 0.3249 | LB: 1.0490 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.337 | HR1: 0.337/SR1: 0.301 | LR: 1.00e-04 +[2026-05-24 01:04:07] Epoch 1 | Step 2170 | Loss: 0.8441 | LM: 0.3249 | LB: 1.0489 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.337 | HR1: 0.337/SR1: 0.301 | LR: 1.00e-04 +[2026-05-24 01:04:18] Epoch 1 | Step 2180 | Loss: 0.8438 | LM: 0.3247 | LB: 1.0487 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.337 | HR1: 0.337/SR1: 0.301 | LR: 1.00e-04 +[2026-05-24 01:04:30] Epoch 1 | Step 2190 | Loss: 0.8438 | LM: 0.3247 | LB: 1.0485 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.336/SR1: 0.300 | LR: 1.00e-04 +[2026-05-24 01:04:42] Epoch 1 | Step 2200 | Loss: 0.8436 | LM: 0.3245 | LB: 1.0484 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.336/SR1: 0.300 | LR: 1.00e-04 +[2026-05-24 01:04:53] Epoch 1 | Step 2210 | Loss: 0.8435 | LM: 0.3245 | LB: 1.0482 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.336/SR1: 0.300 | LR: 1.00e-04 +[2026-05-24 01:05:04] Epoch 1 | Step 2220 | Loss: 0.8433 | LM: 0.3246 | LB: 1.0480 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.336/SR1: 0.300 | LR: 1.00e-04 +[2026-05-24 01:05:16] Epoch 1 | Step 2230 | Loss: 0.8433 | LM: 0.3246 | LB: 1.0479 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.335/SR1: 0.299 | LR: 1.00e-04 +[2026-05-24 01:05:28] Epoch 1 | Step 2240 | Loss: 0.8431 | LM: 0.3243 | LB: 1.0478 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.335/SR1: 0.299 | LR: 1.00e-04 +[2026-05-24 01:05:40] Epoch 1 | Step 2250 | Loss: 0.8431 | LM: 0.3243 | LB: 1.0476 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.335/SR1: 0.299 | LR: 1.00e-04 +[2026-05-24 01:05:52] Epoch 1 | Step 2260 | Loss: 0.8429 | LM: 0.3244 | LB: 1.0474 | CL0: 2.9 | CL1: 3.1 | HR0: 0.345/SR0: 0.336 | HR1: 0.335/SR1: 0.298 | LR: 1.00e-04 +[2026-05-24 01:06:03] Epoch 1 | Step 2270 | Loss: 0.8428 | LM: 0.3242 | LB: 1.0473 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.336 | HR1: 0.334/SR1: 0.298 | LR: 1.00e-04 +[2026-05-24 01:06:14] Epoch 1 | Step 2280 | Loss: 0.8428 | LM: 0.3244 | LB: 1.0472 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.336 | HR1: 0.334/SR1: 0.298 | LR: 1.00e-04 +[2026-05-24 01:06:25] Epoch 1 | Step 2290 | Loss: 0.8427 | LM: 0.3244 | LB: 1.0470 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.334/SR1: 0.298 | LR: 1.00e-04 +[2026-05-24 01:06:37] Epoch 1 | Step 2300 | Loss: 0.8427 | LM: 0.3243 | LB: 1.0469 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.334/SR1: 0.297 | LR: 1.00e-04 +[2026-05-24 01:06:48] Epoch 1 | Step 2310 | Loss: 0.8426 | LM: 0.3242 | LB: 1.0467 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.333/SR1: 0.297 | LR: 1.00e-04 +[2026-05-24 01:07:00] Epoch 1 | Step 2320 | Loss: 0.8425 | LM: 0.3240 | LB: 1.0466 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.333/SR1: 0.297 | LR: 1.00e-04 +[2026-05-24 01:07:11] Epoch 1 | Step 2330 | Loss: 0.8424 | LM: 0.3237 | LB: 1.0464 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.333/SR1: 0.296 | LR: 1.00e-04 +[2026-05-24 01:07:22] Epoch 1 | Step 2340 | Loss: 0.8423 | LM: 0.3238 | LB: 1.0463 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.333/SR1: 0.296 | LR: 1.00e-04 +[2026-05-24 01:07:33] Epoch 1 | Step 2350 | Loss: 0.8422 | LM: 0.3235 | LB: 1.0462 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.332/SR1: 0.296 | LR: 1.00e-04 +[2026-05-24 01:07:45] Epoch 1 | Step 2360 | Loss: 0.8422 | LM: 0.3234 | LB: 1.0460 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.332/SR1: 0.296 | LR: 1.00e-04 +[2026-05-24 01:07:56] Epoch 1 | Step 2370 | Loss: 0.8419 | LM: 0.3232 | LB: 1.0459 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.332/SR1: 0.296 | LR: 1.00e-04 +[2026-05-24 01:08:08] Epoch 1 | Step 2380 | Loss: 0.8419 | LM: 0.3232 | LB: 1.0458 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.335 | HR1: 0.332/SR1: 0.295 | LR: 1.00e-04 +[2026-05-24 01:08:19] Epoch 1 | Step 2390 | Loss: 0.8417 | LM: 0.3231 | LB: 1.0456 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.334 | HR1: 0.332/SR1: 0.295 | LR: 1.00e-04 +[2026-05-24 01:08:30] Epoch 1 | Step 2400 | Loss: 0.8416 | LM: 0.3229 | LB: 1.0455 | CL0: 2.9 | CL1: 3.1 | HR0: 0.344/SR0: 0.334 | HR1: 0.331/SR1: 0.295 | LR: 1.00e-04 +[2026-05-24 01:08:42] Epoch 1 | Step 2410 | Loss: 0.8414 | LM: 0.3230 | LB: 1.0454 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.331/SR1: 0.295 | LR: 1.00e-04 +[2026-05-24 01:08:53] Epoch 1 | Step 2420 | Loss: 0.8413 | LM: 0.3228 | LB: 1.0452 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.331/SR1: 0.294 | LR: 1.00e-04 +[2026-05-24 01:09:04] Epoch 1 | Step 2430 | Loss: 0.8412 | LM: 0.3229 | LB: 1.0451 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.331/SR1: 0.294 | LR: 1.00e-04 +[2026-05-24 01:09:15] Epoch 1 | Step 2440 | Loss: 0.8412 | LM: 0.3227 | LB: 1.0450 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.330/SR1: 0.294 | LR: 1.00e-04 +[2026-05-24 01:09:27] Epoch 1 | Step 2450 | Loss: 0.8411 | LM: 0.3226 | LB: 1.0448 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.330/SR1: 0.294 | LR: 1.00e-04 +[2026-05-24 01:09:37] Epoch 1 | Step 2460 | Loss: 0.8408 | LM: 0.3224 | LB: 1.0447 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.330/SR1: 0.293 | LR: 1.00e-04 +[2026-05-24 01:09:48] Epoch 1 | Step 2470 | Loss: 0.8405 | LM: 0.3220 | LB: 1.0446 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.330/SR1: 0.293 | LR: 1.00e-04 +[2026-05-24 01:10:00] Epoch 1 | Step 2480 | Loss: 0.8405 | LM: 0.3222 | LB: 1.0444 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.330/SR1: 0.293 | LR: 1.00e-04 +[2026-05-24 01:10:11] Epoch 1 | Step 2490 | Loss: 0.8404 | LM: 0.3222 | LB: 1.0443 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.334 | HR1: 0.329/SR1: 0.293 | LR: 1.00e-04 +[2026-05-24 01:10:23] Epoch 1 | Step 2500 | Loss: 0.8402 | LM: 0.3219 | LB: 1.0442 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.333 | HR1: 0.329/SR1: 0.293 | LR: 1.00e-04 +[2026-05-24 01:10:34] Epoch 1 | Step 2510 | Loss: 0.8401 | LM: 0.3219 | LB: 1.0441 | CL0: 2.9 | CL1: 3.1 | HR0: 0.343/SR0: 0.333 | HR1: 0.329/SR1: 0.292 | LR: 1.00e-04 +[2026-05-24 01:10:46] Epoch 1 | Step 2520 | Loss: 0.8401 | LM: 0.3219 | LB: 1.0439 | CL0: 2.9 | CL1: 3.2 | HR0: 0.343/SR0: 0.333 | HR1: 0.329/SR1: 0.292 | LR: 1.00e-04 +[2026-05-24 01:10:58] Epoch 1 | Step 2530 | Loss: 0.8400 | LM: 0.3218 | LB: 1.0438 | CL0: 2.9 | CL1: 3.2 | HR0: 0.343/SR0: 0.333 | HR1: 0.329/SR1: 0.292 | LR: 1.00e-04 +[2026-05-24 01:11:09] Epoch 1 | Step 2540 | Loss: 0.8400 | LM: 0.3219 | LB: 1.0437 | CL0: 2.9 | CL1: 3.2 | HR0: 0.343/SR0: 0.333 | HR1: 0.328/SR1: 0.292 | LR: 1.00e-04 +[2026-05-24 01:11:20] Epoch 1 | Step 2550 | Loss: 0.8399 | LM: 0.3219 | LB: 1.0435 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.333 | HR1: 0.328/SR1: 0.291 | LR: 1.00e-04 +[2026-05-24 01:11:31] Epoch 1 | Step 2560 | Loss: 0.8398 | LM: 0.3220 | LB: 1.0434 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.333 | HR1: 0.328/SR1: 0.291 | LR: 1.00e-04 +[2026-05-24 01:11:42] Epoch 1 | Step 2570 | Loss: 0.8398 | LM: 0.3218 | LB: 1.0433 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.333 | HR1: 0.328/SR1: 0.291 | LR: 1.00e-04 +[2026-05-24 01:11:53] Epoch 1 | Step 2580 | Loss: 0.8397 | LM: 0.3219 | LB: 1.0432 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.333 | HR1: 0.328/SR1: 0.291 | LR: 1.00e-04 +[2026-05-24 01:12:04] Epoch 1 | Step 2590 | Loss: 0.8397 | LM: 0.3220 | LB: 1.0431 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.327/SR1: 0.291 | LR: 1.00e-04 +[2026-05-24 01:12:15] Epoch 1 | Step 2600 | Loss: 0.8395 | LM: 0.3218 | LB: 1.0429 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.327/SR1: 0.290 | LR: 1.00e-04 +[2026-05-24 01:12:26] Epoch 1 | Step 2610 | Loss: 0.8393 | LM: 0.3215 | LB: 1.0428 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.327/SR1: 0.290 | LR: 1.00e-04 +[2026-05-24 01:12:37] Epoch 1 | Step 2620 | Loss: 0.8390 | LM: 0.3212 | LB: 1.0427 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.327/SR1: 0.290 | LR: 1.00e-04 +[2026-05-24 01:12:48] Epoch 1 | Step 2630 | Loss: 0.8390 | LM: 0.3213 | LB: 1.0426 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.327/SR1: 0.290 | LR: 1.00e-04 +[2026-05-24 01:13:00] Epoch 1 | Step 2640 | Loss: 0.8389 | LM: 0.3211 | LB: 1.0425 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.327/SR1: 0.290 | LR: 1.00e-04 +[2026-05-24 01:13:11] Epoch 1 | Step 2650 | Loss: 0.8389 | LM: 0.3213 | LB: 1.0423 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.326/SR1: 0.289 | LR: 1.00e-04 +[2026-05-24 01:13:22] Epoch 1 | Step 2660 | Loss: 0.8389 | LM: 0.3212 | LB: 1.0422 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.326/SR1: 0.289 | LR: 1.00e-04 +[2026-05-24 01:13:33] Epoch 1 | Step 2670 | Loss: 0.8388 | LM: 0.3213 | LB: 1.0421 | CL0: 2.9 | CL1: 3.2 | HR0: 0.342/SR0: 0.332 | HR1: 0.326/SR1: 0.289 | LR: 1.00e-04 +[2026-05-24 01:13:45] Epoch 1 | Step 2680 | Loss: 0.8387 | LM: 0.3213 | LB: 1.0420 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.326/SR1: 0.289 | LR: 1.00e-04 +[2026-05-24 01:13:56] Epoch 1 | Step 2690 | Loss: 0.8386 | LM: 0.3215 | LB: 1.0419 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.326/SR1: 0.289 | LR: 1.00e-04 +[2026-05-24 01:14:07] Epoch 1 | Step 2700 | Loss: 0.8384 | LM: 0.3212 | LB: 1.0418 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.326/SR1: 0.289 | LR: 1.00e-04 +[2026-05-24 01:14:17] Epoch 1 | Step 2710 | Loss: 0.8382 | LM: 0.3212 | LB: 1.0417 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.325/SR1: 0.288 | LR: 1.00e-04 +[2026-05-24 01:14:28] Epoch 1 | Step 2720 | Loss: 0.8380 | LM: 0.3210 | LB: 1.0416 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.325/SR1: 0.288 | LR: 1.00e-04 +[2026-05-24 01:14:39] Epoch 1 | Step 2730 | Loss: 0.8380 | LM: 0.3210 | LB: 1.0415 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.325/SR1: 0.288 | LR: 1.00e-04 +[2026-05-24 01:14:50] Epoch 1 | Step 2740 | Loss: 0.8378 | LM: 0.3210 | LB: 1.0414 | CL0: 2.9 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.325/SR1: 0.288 | LR: 1.00e-04 +[2026-05-24 01:15:01] Epoch 1 | Step 2750 | Loss: 0.8377 | LM: 0.3208 | LB: 1.0413 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.325/SR1: 0.288 | LR: 1.00e-04 +[2026-05-24 01:15:12] Epoch 1 | Step 2760 | Loss: 0.8376 | LM: 0.3206 | LB: 1.0411 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.325/SR1: 0.287 | LR: 1.00e-04 +[2026-05-24 01:15:24] Epoch 1 | Step 2770 | Loss: 0.8375 | LM: 0.3205 | LB: 1.0410 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.324/SR1: 0.287 | LR: 1.00e-04 +[2026-05-24 01:15:35] Epoch 1 | Step 2780 | Loss: 0.8375 | LM: 0.3206 | LB: 1.0409 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.331 | HR1: 0.324/SR1: 0.287 | LR: 1.00e-04 +[2026-05-24 01:15:46] Epoch 1 | Step 2790 | Loss: 0.8374 | LM: 0.3205 | LB: 1.0408 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.330 | HR1: 0.324/SR1: 0.287 | LR: 1.00e-04 +[2026-05-24 01:15:57] Epoch 1 | Step 2800 | Loss: 0.8374 | LM: 0.3207 | LB: 1.0407 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.330 | HR1: 0.324/SR1: 0.287 | LR: 1.00e-04 +[2026-05-24 01:16:08] Epoch 1 | Step 2810 | Loss: 0.8373 | LM: 0.3205 | LB: 1.0406 | CL0: 3.0 | CL1: 3.2 | HR0: 0.341/SR0: 0.330 | HR1: 0.324/SR1: 0.286 | LR: 1.00e-04 +[2026-05-24 01:16:18] Epoch 1 | Step 2820 | Loss: 0.8372 | LM: 0.3204 | LB: 1.0405 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.324/SR1: 0.286 | LR: 1.00e-04 +[2026-05-24 01:16:30] Epoch 1 | Step 2830 | Loss: 0.8372 | LM: 0.3204 | LB: 1.0404 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.286 | LR: 1.00e-04 +[2026-05-24 01:16:41] Epoch 1 | Step 2840 | Loss: 0.8371 | LM: 0.3203 | LB: 1.0403 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.286 | LR: 1.00e-04 +[2026-05-24 01:16:52] Epoch 1 | Step 2850 | Loss: 0.8370 | LM: 0.3204 | LB: 1.0402 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.286 | LR: 1.00e-04 +[2026-05-24 01:17:04] Epoch 1 | Step 2860 | Loss: 0.8369 | LM: 0.3203 | LB: 1.0401 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.286 | LR: 1.00e-04 +[2026-05-24 01:17:15] Epoch 1 | Step 2870 | Loss: 0.8368 | LM: 0.3201 | LB: 1.0400 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:17:26] Epoch 1 | Step 2880 | Loss: 0.8368 | LM: 0.3204 | LB: 1.0399 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:17:37] Epoch 1 | Step 2890 | Loss: 0.8366 | LM: 0.3203 | LB: 1.0398 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.323/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:17:48] Epoch 1 | Step 2900 | Loss: 0.8365 | LM: 0.3201 | LB: 1.0397 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.330 | HR1: 0.322/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:18:00] Epoch 1 | Step 2910 | Loss: 0.8364 | LM: 0.3200 | LB: 1.0396 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.329 | HR1: 0.322/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:18:11] Epoch 1 | Step 2920 | Loss: 0.8363 | LM: 0.3200 | LB: 1.0395 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.329 | HR1: 0.322/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:18:22] Epoch 1 | Step 2930 | Loss: 0.8362 | LM: 0.3198 | LB: 1.0394 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.329 | HR1: 0.322/SR1: 0.285 | LR: 1.00e-04 +[2026-05-24 01:18:33] Epoch 1 | Step 2940 | Loss: 0.8362 | LM: 0.3198 | LB: 1.0393 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.329 | HR1: 0.322/SR1: 0.284 | LR: 1.00e-04 +[2026-05-24 01:18:44] Epoch 1 | Step 2950 | Loss: 0.8361 | LM: 0.3196 | LB: 1.0392 | CL0: 3.0 | CL1: 3.2 | HR0: 0.340/SR0: 0.329 | HR1: 0.322/SR1: 0.284 | LR: 1.00e-04 +[2026-05-24 01:18:55] Epoch 1 | Step 2960 | Loss: 0.8360 | LM: 0.3195 | LB: 1.0391 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.329 | HR1: 0.321/SR1: 0.284 | LR: 1.00e-04 +[2026-05-24 01:19:06] Epoch 1 | Step 2970 | Loss: 0.8358 | LM: 0.3193 | LB: 1.0390 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.329 | HR1: 0.321/SR1: 0.284 | LR: 1.00e-04 +[2026-05-24 01:19:18] Epoch 1 | Step 2980 | Loss: 0.8357 | LM: 0.3194 | LB: 1.0389 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.329 | HR1: 0.321/SR1: 0.284 | LR: 1.00e-04 +[2026-05-24 01:19:28] Epoch 1 | Step 2990 | Loss: 0.8356 | LM: 0.3193 | LB: 1.0388 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.329 | HR1: 0.321/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:19:39] Epoch 1 | Step 3000 | Loss: 0.8355 | LM: 0.3193 | LB: 1.0387 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.329 | HR1: 0.321/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:19:43] Checkpoint saved: outputs/2026-05-24/N_4.0/checkpoints/checkpoint_step_3000.pt +[2026-05-24 01:19:49] Validation | Batch 10/1463 | Loss: 0.7772 | LM_LOSS: 0.2738 | LB_LOSS: 1.0068 +[2026-05-24 01:19:51] Validation | Batch 20/1463 | Loss: 0.7893 | LM_LOSS: 0.2850 | LB_LOSS: 1.0085 +[2026-05-24 01:19:54] Validation | Batch 30/1463 | Loss: 0.7946 | LM_LOSS: 0.2902 | LB_LOSS: 1.0089 +[2026-05-24 01:19:56] Validation | Batch 40/1463 | Loss: 0.8026 | LM_LOSS: 0.2978 | LB_LOSS: 1.0097 +[2026-05-24 01:19:58] Validation | Batch 50/1463 | Loss: 0.8098 | LM_LOSS: 0.3052 | LB_LOSS: 1.0092 +[2026-05-24 01:20:01] Validation | Batch 60/1463 | Loss: 0.8087 | LM_LOSS: 0.3042 | LB_LOSS: 1.0091 +[2026-05-24 01:20:03] Validation | Batch 70/1463 | Loss: 0.8086 | LM_LOSS: 0.3041 | LB_LOSS: 1.0091 +[2026-05-24 01:20:06] Validation | Batch 80/1463 | Loss: 0.8099 | LM_LOSS: 0.3053 | LB_LOSS: 1.0092 +[2026-05-24 01:20:08] Validation | Batch 90/1463 | Loss: 0.8093 | LM_LOSS: 0.3048 | LB_LOSS: 1.0091 +[2026-05-24 01:20:10] Validation | Batch 100/1463 | Loss: 0.8096 | LM_LOSS: 0.3050 | LB_LOSS: 1.0091 +[2026-05-24 01:20:12] Validation | Batch 110/1463 | Loss: 0.8088 | LM_LOSS: 0.3042 | LB_LOSS: 1.0093 +[2026-05-24 01:20:14] Validation | Batch 120/1463 | Loss: 0.8106 | LM_LOSS: 0.3060 | LB_LOSS: 1.0094 +[2026-05-24 01:20:16] Validation | Batch 130/1463 | Loss: 0.8125 | LM_LOSS: 0.3078 | LB_LOSS: 1.0094 +[2026-05-24 01:20:18] Validation | Batch 140/1463 | Loss: 0.8135 | LM_LOSS: 0.3088 | LB_LOSS: 1.0094 +[2026-05-24 01:20:21] Validation | Batch 150/1463 | Loss: 0.8117 | LM_LOSS: 0.3069 | LB_LOSS: 1.0095 +[2026-05-24 01:20:23] Validation | Batch 160/1463 | Loss: 0.8119 | LM_LOSS: 0.3072 | LB_LOSS: 1.0094 +[2026-05-24 01:20:25] Validation | Batch 170/1463 | Loss: 0.8114 | LM_LOSS: 0.3067 | LB_LOSS: 1.0094 +[2026-05-24 01:20:28] Validation | Batch 180/1463 | Loss: 0.8122 | LM_LOSS: 0.3075 | LB_LOSS: 1.0094 +[2026-05-24 01:20:30] Validation | Batch 190/1463 | Loss: 0.8133 | LM_LOSS: 0.3085 | LB_LOSS: 1.0094 +[2026-05-24 01:20:32] Validation | Batch 200/1463 | Loss: 0.8133 | LM_LOSS: 0.3086 | LB_LOSS: 1.0094 +[2026-05-24 01:20:34] Validation | Batch 210/1463 | Loss: 0.8138 | LM_LOSS: 0.3091 | LB_LOSS: 1.0094 +[2026-05-24 01:20:37] Validation | Batch 220/1463 | Loss: 0.8130 | LM_LOSS: 0.3082 | LB_LOSS: 1.0094 +[2026-05-24 01:20:39] Validation | Batch 230/1463 | Loss: 0.8144 | LM_LOSS: 0.3097 | LB_LOSS: 1.0094 +[2026-05-24 01:20:41] Validation | Batch 240/1463 | Loss: 0.8157 | LM_LOSS: 0.3111 | LB_LOSS: 1.0094 +[2026-05-24 01:20:44] Validation | Batch 250/1463 | Loss: 0.8149 | LM_LOSS: 0.3102 | LB_LOSS: 1.0094 +[2026-05-24 01:20:46] Validation | Batch 260/1463 | Loss: 0.8163 | LM_LOSS: 0.3116 | LB_LOSS: 1.0095 +[2026-05-24 01:20:48] Validation | Batch 270/1463 | Loss: 0.8150 | LM_LOSS: 0.3102 | LB_LOSS: 1.0095 +[2026-05-24 01:20:50] Validation | Batch 280/1463 | Loss: 0.8156 | LM_LOSS: 0.3108 | LB_LOSS: 1.0096 +[2026-05-24 01:20:53] Validation | Batch 290/1463 | Loss: 0.8149 | LM_LOSS: 0.3101 | LB_LOSS: 1.0096 +[2026-05-24 01:20:55] Validation | Batch 300/1463 | Loss: 0.8151 | LM_LOSS: 0.3103 | LB_LOSS: 1.0097 +[2026-05-24 01:20:57] Validation | Batch 310/1463 | Loss: 0.8161 | LM_LOSS: 0.3113 | LB_LOSS: 1.0096 +[2026-05-24 01:20:59] Validation | Batch 320/1463 | Loss: 0.8147 | LM_LOSS: 0.3099 | LB_LOSS: 1.0095 +[2026-05-24 01:21:01] Validation | Batch 330/1463 | Loss: 0.8146 | LM_LOSS: 0.3098 | LB_LOSS: 1.0095 +[2026-05-24 01:21:03] Validation | Batch 340/1463 | Loss: 0.8142 | LM_LOSS: 0.3095 | LB_LOSS: 1.0095 +[2026-05-24 01:21:06] Validation | Batch 350/1463 | Loss: 0.8148 | LM_LOSS: 0.3101 | LB_LOSS: 1.0095 +[2026-05-24 01:21:08] Validation | Batch 360/1463 | Loss: 0.8145 | LM_LOSS: 0.3098 | LB_LOSS: 1.0095 +[2026-05-24 01:21:09] Validation | Batch 370/1463 | Loss: 0.8142 | LM_LOSS: 0.3094 | LB_LOSS: 1.0096 +[2026-05-24 01:21:12] Validation | Batch 380/1463 | Loss: 0.8141 | LM_LOSS: 0.3094 | LB_LOSS: 1.0095 +[2026-05-24 01:21:14] Validation | Batch 390/1463 | Loss: 0.8148 | LM_LOSS: 0.3100 | LB_LOSS: 1.0095 +[2026-05-24 01:21:16] Validation | Batch 400/1463 | Loss: 0.8147 | LM_LOSS: 0.3100 | LB_LOSS: 1.0095 +[2026-05-24 01:21:18] Validation | Batch 410/1463 | Loss: 0.8145 | LM_LOSS: 0.3097 | LB_LOSS: 1.0096 +[2026-05-24 01:21:20] Validation | Batch 420/1463 | Loss: 0.8146 | LM_LOSS: 0.3098 | LB_LOSS: 1.0096 +[2026-05-24 01:21:23] Validation | Batch 430/1463 | Loss: 0.8140 | LM_LOSS: 0.3092 | LB_LOSS: 1.0096 +[2026-05-24 01:21:25] Validation | Batch 440/1463 | Loss: 0.8142 | LM_LOSS: 0.3094 | LB_LOSS: 1.0096 +[2026-05-24 01:21:27] Validation | Batch 450/1463 | Loss: 0.8140 | LM_LOSS: 0.3092 | LB_LOSS: 1.0097 +[2026-05-24 01:21:29] Validation | Batch 460/1463 | Loss: 0.8140 | LM_LOSS: 0.3092 | LB_LOSS: 1.0096 +[2026-05-24 01:21:32] Validation | Batch 470/1463 | Loss: 0.8147 | LM_LOSS: 0.3099 | LB_LOSS: 1.0096 +[2026-05-24 01:21:34] Validation | Batch 480/1463 | Loss: 0.8146 | LM_LOSS: 0.3098 | LB_LOSS: 1.0096 +[2026-05-24 01:21:36] Validation | Batch 490/1463 | Loss: 0.8145 | LM_LOSS: 0.3097 | LB_LOSS: 1.0096 +[2026-05-24 01:21:39] Validation | Batch 500/1463 | Loss: 0.8143 | LM_LOSS: 0.3095 | LB_LOSS: 1.0095 +[2026-05-24 01:21:41] Validation | Batch 510/1463 | Loss: 0.8138 | LM_LOSS: 0.3090 | LB_LOSS: 1.0096 +[2026-05-24 01:21:43] Validation | Batch 520/1463 | Loss: 0.8135 | LM_LOSS: 0.3087 | LB_LOSS: 1.0096 +[2026-05-24 01:21:45] Validation | Batch 530/1463 | Loss: 0.8137 | LM_LOSS: 0.3089 | LB_LOSS: 1.0096 +[2026-05-24 01:21:47] Validation | Batch 540/1463 | Loss: 0.8141 | LM_LOSS: 0.3093 | LB_LOSS: 1.0096 +[2026-05-24 01:21:49] Validation | Batch 550/1463 | Loss: 0.8137 | LM_LOSS: 0.3089 | LB_LOSS: 1.0096 +[2026-05-24 01:21:51] Validation | Batch 560/1463 | Loss: 0.8140 | LM_LOSS: 0.3091 | LB_LOSS: 1.0097 +[2026-05-24 01:21:54] Validation | Batch 570/1463 | Loss: 0.8139 | LM_LOSS: 0.3090 | LB_LOSS: 1.0097 +[2026-05-24 01:21:56] Validation | Batch 580/1463 | Loss: 0.8135 | LM_LOSS: 0.3087 | LB_LOSS: 1.0097 +[2026-05-24 01:21:59] Validation | Batch 590/1463 | Loss: 0.8134 | LM_LOSS: 0.3085 | LB_LOSS: 1.0097 +[2026-05-24 01:22:01] Validation | Batch 600/1463 | Loss: 0.8137 | LM_LOSS: 0.3088 | LB_LOSS: 1.0097 +[2026-05-24 01:22:03] Validation | Batch 610/1463 | Loss: 0.8138 | LM_LOSS: 0.3089 | LB_LOSS: 1.0097 +[2026-05-24 01:22:06] Validation | Batch 620/1463 | Loss: 0.8132 | LM_LOSS: 0.3083 | LB_LOSS: 1.0097 +[2026-05-24 01:22:08] Validation | Batch 630/1463 | Loss: 0.8127 | LM_LOSS: 0.3078 | LB_LOSS: 1.0098 +[2026-05-24 01:22:10] Validation | Batch 640/1463 | Loss: 0.8126 | LM_LOSS: 0.3077 | LB_LOSS: 1.0098 +[2026-05-24 01:22:12] Validation | Batch 650/1463 | Loss: 0.8120 | LM_LOSS: 0.3072 | LB_LOSS: 1.0098 +[2026-05-24 01:22:14] Validation | Batch 660/1463 | Loss: 0.8115 | LM_LOSS: 0.3066 | LB_LOSS: 1.0097 +[2026-05-24 01:22:16] Validation | Batch 670/1463 | Loss: 0.8112 | LM_LOSS: 0.3063 | LB_LOSS: 1.0097 +[2026-05-24 01:22:18] Validation | Batch 680/1463 | Loss: 0.8111 | LM_LOSS: 0.3063 | LB_LOSS: 1.0097 +[2026-05-24 01:22:20] Validation | Batch 690/1463 | Loss: 0.8115 | LM_LOSS: 0.3067 | LB_LOSS: 1.0097 +[2026-05-24 01:22:22] Validation | Batch 700/1463 | Loss: 0.8114 | LM_LOSS: 0.3065 | LB_LOSS: 1.0097 +[2026-05-24 01:22:24] Validation | Batch 710/1463 | Loss: 0.8117 | LM_LOSS: 0.3068 | LB_LOSS: 1.0097 +[2026-05-24 01:22:27] Validation | Batch 720/1463 | Loss: 0.8124 | LM_LOSS: 0.3075 | LB_LOSS: 1.0098 +[2026-05-24 01:22:29] Validation | Batch 730/1463 | Loss: 0.8123 | LM_LOSS: 0.3074 | LB_LOSS: 1.0098 +[2026-05-24 01:22:30] Validation | Batch 740/1463 | Loss: 0.8120 | LM_LOSS: 0.3071 | LB_LOSS: 1.0098 +[2026-05-24 01:22:32] Validation | Batch 750/1463 | Loss: 0.8119 | LM_LOSS: 0.3070 | LB_LOSS: 1.0098 +[2026-05-24 01:22:34] Validation | Batch 760/1463 | Loss: 0.8117 | LM_LOSS: 0.3068 | LB_LOSS: 1.0098 +[2026-05-24 01:22:36] Validation | Batch 770/1463 | Loss: 0.8116 | LM_LOSS: 0.3067 | LB_LOSS: 1.0098 +[2026-05-24 01:22:38] Validation | Batch 780/1463 | Loss: 0.8115 | 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Validation | Batch 980/1463 | Loss: 0.8114 | LM_LOSS: 0.3066 | LB_LOSS: 1.0097 +[2026-05-24 01:23:24] Validation | Batch 990/1463 | Loss: 0.8117 | LM_LOSS: 0.3068 | LB_LOSS: 1.0097 +[2026-05-24 01:23:27] Validation | Batch 1000/1463 | Loss: 0.8123 | LM_LOSS: 0.3075 | LB_LOSS: 1.0097 +[2026-05-24 01:23:29] Validation | Batch 1010/1463 | Loss: 0.8124 | LM_LOSS: 0.3075 | LB_LOSS: 1.0097 +[2026-05-24 01:23:31] Validation | Batch 1020/1463 | Loss: 0.8124 | LM_LOSS: 0.3076 | LB_LOSS: 1.0097 +[2026-05-24 01:23:34] Validation | Batch 1030/1463 | Loss: 0.8129 | LM_LOSS: 0.3080 | LB_LOSS: 1.0097 +[2026-05-24 01:23:36] Validation | Batch 1040/1463 | Loss: 0.8125 | LM_LOSS: 0.3076 | LB_LOSS: 1.0097 +[2026-05-24 01:23:38] Validation | Batch 1050/1463 | Loss: 0.8124 | LM_LOSS: 0.3075 | LB_LOSS: 1.0097 +[2026-05-24 01:23:41] Validation | Batch 1060/1463 | Loss: 0.8123 | LM_LOSS: 0.3075 | LB_LOSS: 1.0097 +[2026-05-24 01:23:43] Validation | Batch 1070/1463 | Loss: 0.8123 | LM_LOSS: 0.3074 | LB_LOSS: 1.0097 +[2026-05-24 01:23:45] Validation | Batch 1080/1463 | Loss: 0.8121 | LM_LOSS: 0.3072 | LB_LOSS: 1.0097 +[2026-05-24 01:23:47] Validation | Batch 1090/1463 | Loss: 0.8122 | LM_LOSS: 0.3073 | LB_LOSS: 1.0097 +[2026-05-24 01:23:49] Validation | Batch 1100/1463 | Loss: 0.8120 | LM_LOSS: 0.3072 | LB_LOSS: 1.0097 +[2026-05-24 01:23:51] Validation | Batch 1110/1463 | Loss: 0.8120 | LM_LOSS: 0.3071 | LB_LOSS: 1.0097 +[2026-05-24 01:23:53] Validation | Batch 1120/1463 | Loss: 0.8118 | LM_LOSS: 0.3069 | LB_LOSS: 1.0097 +[2026-05-24 01:23:56] Validation | Batch 1130/1463 | Loss: 0.8116 | LM_LOSS: 0.3067 | LB_LOSS: 1.0097 +[2026-05-24 01:23:58] Validation | Batch 1140/1463 | Loss: 0.8118 | LM_LOSS: 0.3070 | LB_LOSS: 1.0097 +[2026-05-24 01:24:01] Validation | Batch 1150/1463 | Loss: 0.8117 | LM_LOSS: 0.3069 | LB_LOSS: 1.0097 +[2026-05-24 01:24:03] Validation | Batch 1160/1463 | Loss: 0.8117 | LM_LOSS: 0.3068 | LB_LOSS: 1.0097 +[2026-05-24 01:24:05] Validation | Batch 1170/1463 | Loss: 0.8117 | LM_LOSS: 0.3068 | LB_LOSS: 1.0097 +[2026-05-24 01:24:07] Validation | Batch 1180/1463 | Loss: 0.8117 | LM_LOSS: 0.3069 | LB_LOSS: 1.0097 +[2026-05-24 01:24:09] Validation | Batch 1190/1463 | Loss: 0.8118 | LM_LOSS: 0.3070 | LB_LOSS: 1.0097 +[2026-05-24 01:24:12] Validation | Batch 1200/1463 | Loss: 0.8118 | LM_LOSS: 0.3070 | LB_LOSS: 1.0097 +[2026-05-24 01:24:14] Validation | Batch 1210/1463 | Loss: 0.8120 | LM_LOSS: 0.3072 | LB_LOSS: 1.0097 +[2026-05-24 01:24:16] Validation | Batch 1220/1463 | Loss: 0.8124 | LM_LOSS: 0.3076 | LB_LOSS: 1.0097 +[2026-05-24 01:24:18] Validation | Batch 1230/1463 | Loss: 0.8124 | LM_LOSS: 0.3076 | LB_LOSS: 1.0097 +[2026-05-24 01:24:20] Validation | Batch 1240/1463 | Loss: 0.8127 | LM_LOSS: 0.3078 | LB_LOSS: 1.0097 +[2026-05-24 01:24:23] Validation | Batch 1250/1463 | Loss: 0.8129 | LM_LOSS: 0.3080 | LB_LOSS: 1.0097 +[2026-05-24 01:24:25] Validation | Batch 1260/1463 | Loss: 0.8128 | LM_LOSS: 0.3079 | LB_LOSS: 1.0097 +[2026-05-24 01:24:27] Validation | Batch 1270/1463 | Loss: 0.8126 | LM_LOSS: 0.3078 | LB_LOSS: 1.0097 +[2026-05-24 01:24:30] Validation | Batch 1280/1463 | Loss: 0.8125 | LM_LOSS: 0.3077 | LB_LOSS: 1.0097 +[2026-05-24 01:24:32] Validation | Batch 1290/1463 | Loss: 0.8125 | LM_LOSS: 0.3076 | LB_LOSS: 1.0097 +[2026-05-24 01:24:34] Validation | Batch 1300/1463 | Loss: 0.8123 | LM_LOSS: 0.3075 | LB_LOSS: 1.0097 +[2026-05-24 01:24:36] Validation | Batch 1310/1463 | Loss: 0.8122 | LM_LOSS: 0.3074 | LB_LOSS: 1.0097 +[2026-05-24 01:24:38] Validation | Batch 1320/1463 | Loss: 0.8123 | LM_LOSS: 0.3074 | LB_LOSS: 1.0097 +[2026-05-24 01:24:40] Validation | Batch 1330/1463 | Loss: 0.8123 | LM_LOSS: 0.3075 | LB_LOSS: 1.0097 +[2026-05-24 01:24:42] Validation | Batch 1340/1463 | Loss: 0.8126 | LM_LOSS: 0.3077 | LB_LOSS: 1.0097 +[2026-05-24 01:24:44] Validation | Batch 1350/1463 | Loss: 0.8126 | LM_LOSS: 0.3077 | LB_LOSS: 1.0097 +[2026-05-24 01:24:47] Validation | Batch 1360/1463 | Loss: 0.8129 | LM_LOSS: 0.3080 | LB_LOSS: 1.0097 +[2026-05-24 01:24:49] Validation | Batch 1370/1463 | Loss: 0.8131 | LM_LOSS: 0.3083 | LB_LOSS: 1.0097 +[2026-05-24 01:24:51] Validation | Batch 1380/1463 | Loss: 0.8129 | LM_LOSS: 0.3080 | LB_LOSS: 1.0097 +[2026-05-24 01:24:53] Validation | Batch 1390/1463 | Loss: 0.8128 | LM_LOSS: 0.3080 | LB_LOSS: 1.0097 +[2026-05-24 01:24:56] Validation | Batch 1400/1463 | Loss: 0.8131 | LM_LOSS: 0.3082 | LB_LOSS: 1.0097 +[2026-05-24 01:24:57] Validation | Batch 1410/1463 | Loss: 0.8133 | LM_LOSS: 0.3084 | LB_LOSS: 1.0097 +[2026-05-24 01:25:00] Validation | Batch 1420/1463 | Loss: 0.8132 | LM_LOSS: 0.3084 | LB_LOSS: 1.0097 +[2026-05-24 01:25:02] Validation | Batch 1430/1463 | Loss: 0.8133 | LM_LOSS: 0.3085 | LB_LOSS: 1.0097 +[2026-05-24 01:25:04] Validation | Batch 1440/1463 | Loss: 0.8137 | LM_LOSS: 0.3089 | LB_LOSS: 1.0097 +[2026-05-24 01:25:07] Validation | Batch 1450/1463 | Loss: 0.8134 | LM_LOSS: 0.3086 | LB_LOSS: 1.0097 +[2026-05-24 01:25:09] Validation | Batch 1460/1463 | Loss: 0.8137 | LM_LOSS: 0.3089 | LB_LOSS: 1.0097 +[2026-05-24 01:25:10] Validation | Batch 1463/1463 | Loss: 0.8136 | LM_LOSS: 0.3087 | LB_LOSS: 1.0097 +[2026-05-24 01:25:10] Validation | Loss: 0.8136 | LM_LOSS: 0.3087 | LB_LOSS: 1.0097 | PPL: 1.36 | Time: 321.99s +[2026-05-24 01:25:15] New best model saved! Val loss: 0.8136 +[2026-05-24 01:25:26] Epoch 1 | Step 3010 | Loss: 0.8355 | LM: 0.3193 | LB: 1.0387 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.321/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:25:37] Epoch 1 | Step 3020 | Loss: 0.8354 | LM: 0.3192 | LB: 1.0386 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.321/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:25:49] Epoch 1 | Step 3030 | Loss: 0.8351 | LM: 0.3192 | LB: 1.0385 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:26:01] Epoch 1 | Step 3040 | Loss: 0.8351 | LM: 0.3191 | LB: 1.0384 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:26:13] Epoch 1 | Step 3050 | Loss: 0.8349 | LM: 0.3191 | LB: 1.0383 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.283 | LR: 1.00e-04 +[2026-05-24 01:26:24] Epoch 1 | Step 3060 | Loss: 0.8348 | LM: 0.3192 | LB: 1.0382 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:26:36] Epoch 1 | Step 3070 | Loss: 0.8346 | LM: 0.3190 | LB: 1.0381 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:26:47] Epoch 1 | Step 3080 | Loss: 0.8346 | LM: 0.3189 | LB: 1.0380 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:26:59] Epoch 1 | Step 3090 | Loss: 0.8346 | LM: 0.3188 | LB: 1.0379 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:27:11] Epoch 1 | Step 3100 | Loss: 0.8344 | LM: 0.3185 | LB: 1.0378 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:27:23] Epoch 1 | Step 3110 | Loss: 0.8343 | LM: 0.3183 | LB: 1.0378 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.320/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:27:35] Epoch 1 | Step 3120 | Loss: 0.8344 | LM: 0.3184 | LB: 1.0377 | CL0: 3.0 | CL1: 3.2 | HR0: 0.339/SR0: 0.328 | HR1: 0.319/SR1: 0.282 | LR: 1.00e-04 +[2026-05-24 01:27:46] Epoch 1 | Step 3130 | Loss: 0.8343 | LM: 0.3184 | LB: 1.0376 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.319/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:27:58] Epoch 1 | Step 3140 | Loss: 0.8342 | LM: 0.3181 | LB: 1.0375 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.319/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:28:10] Epoch 1 | Step 3150 | Loss: 0.8341 | LM: 0.3181 | LB: 1.0374 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.319/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:28:21] Epoch 1 | Step 3160 | Loss: 0.8341 | LM: 0.3180 | LB: 1.0373 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.319/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:28:33] Epoch 1 | Step 3170 | Loss: 0.8342 | LM: 0.3182 | LB: 1.0373 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.319/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:28:44] Epoch 1 | Step 3180 | Loss: 0.8341 | LM: 0.3181 | LB: 1.0372 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:28:56] Epoch 1 | Step 3190 | Loss: 0.8341 | LM: 0.3181 | LB: 1.0371 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.281 | LR: 1.00e-04 +[2026-05-24 01:29:08] Epoch 1 | Step 3200 | Loss: 0.8339 | LM: 0.3178 | LB: 1.0370 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:29:19] Epoch 1 | Step 3210 | Loss: 0.8338 | LM: 0.3178 | LB: 1.0369 | CL0: 3.0 | CL1: 3.2 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:29:30] Epoch 1 | Step 3220 | Loss: 0.8338 | LM: 0.3180 | LB: 1.0368 | CL0: 3.0 | CL1: 3.3 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:29:42] Epoch 1 | Step 3230 | Loss: 0.8337 | LM: 0.3179 | LB: 1.0367 | CL0: 3.0 | CL1: 3.3 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:29:54] Epoch 1 | Step 3240 | Loss: 0.8337 | LM: 0.3179 | LB: 1.0366 | CL0: 3.0 | CL1: 3.3 | HR0: 0.338/SR0: 0.327 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:30:05] Epoch 1 | Step 3250 | Loss: 0.8336 | LM: 0.3178 | LB: 1.0366 | CL0: 3.0 | CL1: 3.3 | HR0: 0.338/SR0: 0.326 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:30:17] Epoch 1 | Step 3260 | Loss: 0.8335 | LM: 0.3178 | LB: 1.0365 | CL0: 3.0 | CL1: 3.3 | HR0: 0.338/SR0: 0.326 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:30:28] Epoch 1 | Step 3270 | Loss: 0.8333 | LM: 0.3178 | LB: 1.0364 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.318/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:30:40] Epoch 1 | Step 3280 | Loss: 0.8333 | LM: 0.3177 | LB: 1.0363 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.280 | LR: 1.00e-04 +[2026-05-24 01:30:51] Epoch 1 | Step 3290 | Loss: 0.8332 | LM: 0.3174 | LB: 1.0362 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:31:03] Epoch 1 | Step 3300 | Loss: 0.8331 | LM: 0.3174 | LB: 1.0362 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:31:14] Epoch 1 | Step 3310 | Loss: 0.8331 | LM: 0.3175 | LB: 1.0361 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:31:26] Epoch 1 | Step 3320 | Loss: 0.8330 | LM: 0.3176 | LB: 1.0360 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:31:37] Epoch 1 | Step 3330 | Loss: 0.8329 | LM: 0.3175 | LB: 1.0359 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:31:48] Epoch 1 | Step 3340 | Loss: 0.8328 | LM: 0.3175 | LB: 1.0359 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:32:00] Epoch 1 | Step 3350 | Loss: 0.8329 | LM: 0.3177 | LB: 1.0358 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.317/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:32:11] Epoch 1 | Step 3360 | Loss: 0.8328 | LM: 0.3175 | LB: 1.0357 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.316/SR1: 0.279 | LR: 1.00e-04 +[2026-05-24 01:32:22] Epoch 1 | Step 3370 | Loss: 0.8327 | LM: 0.3174 | LB: 1.0357 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.326 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:32:34] Epoch 1 | Step 3380 | Loss: 0.8327 | LM: 0.3173 | LB: 1.0356 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:32:45] Epoch 1 | Step 3390 | Loss: 0.8326 | LM: 0.3171 | LB: 1.0355 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:32:58] Epoch 1 | Step 3400 | Loss: 0.8324 | LM: 0.3171 | LB: 1.0354 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:33:09] Epoch 1 | Step 3410 | Loss: 0.8324 | LM: 0.3171 | LB: 1.0353 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:33:20] Epoch 1 | Step 3420 | Loss: 0.8323 | LM: 0.3171 | LB: 1.0353 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:33:32] Epoch 1 | Step 3430 | Loss: 0.8322 | LM: 0.3169 | LB: 1.0352 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:33:43] Epoch 1 | Step 3440 | Loss: 0.8321 | LM: 0.3168 | LB: 1.0351 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.278 | LR: 1.00e-04 +[2026-05-24 01:33:54] Epoch 1 | Step 3450 | Loss: 0.8320 | LM: 0.3166 | LB: 1.0351 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.316/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:34:06] Epoch 1 | Step 3460 | Loss: 0.8320 | LM: 0.3166 | LB: 1.0350 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:34:18] Epoch 1 | Step 3470 | Loss: 0.8319 | LM: 0.3166 | LB: 1.0349 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:34:29] Epoch 1 | Step 3480 | Loss: 0.8319 | LM: 0.3167 | LB: 1.0349 | CL0: 3.0 | CL1: 3.3 | HR0: 0.337/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:34:41] Epoch 1 | Step 3490 | Loss: 0.8319 | LM: 0.3167 | LB: 1.0348 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:34:52] Epoch 1 | Step 3500 | Loss: 0.8320 | LM: 0.3169 | LB: 1.0347 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:35:04] Epoch 1 | Step 3510 | Loss: 0.8320 | LM: 0.3169 | LB: 1.0347 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:35:15] Epoch 1 | Step 3520 | Loss: 0.8319 | LM: 0.3169 | LB: 1.0346 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.325 | HR1: 0.315/SR1: 0.277 | LR: 1.00e-04 +[2026-05-24 01:35:27] Epoch 1 | Step 3530 | Loss: 0.8319 | LM: 0.3169 | LB: 1.0345 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.315/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:35:39] Epoch 1 | Step 3540 | Loss: 0.8318 | LM: 0.3168 | LB: 1.0345 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.315/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:35:51] Epoch 1 | Step 3550 | Loss: 0.8318 | LM: 0.3167 | LB: 1.0344 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:36:02] Epoch 1 | Step 3560 | Loss: 0.8317 | LM: 0.3168 | LB: 1.0343 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:36:14] Epoch 1 | Step 3570 | Loss: 0.8317 | LM: 0.3168 | LB: 1.0342 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:36:26] Epoch 1 | Step 3580 | Loss: 0.8315 | LM: 0.3167 | LB: 1.0342 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:36:38] Epoch 1 | Step 3590 | Loss: 0.8315 | LM: 0.3169 | LB: 1.0341 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:36:49] Epoch 1 | Step 3600 | Loss: 0.8314 | LM: 0.3166 | LB: 1.0340 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.276 | LR: 1.00e-04 +[2026-05-24 01:37:01] Epoch 1 | Step 3610 | Loss: 0.8313 | LM: 0.3166 | LB: 1.0339 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:37:12] Epoch 1 | Step 3620 | Loss: 0.8312 | LM: 0.3166 | LB: 1.0339 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.314/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:37:24] Epoch 1 | Step 3630 | Loss: 0.8311 | LM: 0.3166 | LB: 1.0338 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:37:36] Epoch 1 | Step 3640 | Loss: 0.8311 | LM: 0.3168 | LB: 1.0338 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:37:47] Epoch 1 | Step 3650 | Loss: 0.8311 | LM: 0.3169 | LB: 1.0337 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:37:58] Epoch 1 | Step 3660 | Loss: 0.8311 | LM: 0.3169 | LB: 1.0336 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.324 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:38:09] Epoch 1 | Step 3670 | Loss: 0.8310 | LM: 0.3169 | LB: 1.0336 | CL0: 3.0 | CL1: 3.3 | HR0: 0.336/SR0: 0.323 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:38:20] Epoch 1 | Step 3680 | Loss: 0.8309 | LM: 0.3169 | LB: 1.0335 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:38:31] Epoch 1 | Step 3690 | Loss: 0.8308 | LM: 0.3169 | LB: 1.0334 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:38:43] Epoch 1 | Step 3700 | Loss: 0.8308 | LM: 0.3169 | LB: 1.0334 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.313/SR1: 0.275 | LR: 1.00e-04 +[2026-05-24 01:38:54] Epoch 1 | Step 3710 | Loss: 0.8307 | LM: 0.3169 | LB: 1.0333 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.313/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:39:05] Epoch 1 | Step 3720 | Loss: 0.8308 | LM: 0.3169 | LB: 1.0332 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.313/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:39:17] Epoch 1 | Step 3730 | Loss: 0.8307 | LM: 0.3167 | LB: 1.0332 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:39:29] Epoch 1 | Step 3740 | Loss: 0.8306 | LM: 0.3167 | LB: 1.0331 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:39:40] Epoch 1 | Step 3750 | Loss: 0.8306 | LM: 0.3167 | LB: 1.0330 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:39:52] Epoch 1 | Step 3760 | Loss: 0.8305 | LM: 0.3167 | LB: 1.0330 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:40:04] Epoch 1 | Step 3770 | Loss: 0.8304 | LM: 0.3167 | LB: 1.0329 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:40:16] Epoch 1 | Step 3780 | Loss: 0.8304 | LM: 0.3166 | LB: 1.0329 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:40:27] Epoch 1 | Step 3790 | Loss: 0.8304 | LM: 0.3167 | LB: 1.0328 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.274 | LR: 1.00e-04 +[2026-05-24 01:40:39] Epoch 1 | Step 3800 | Loss: 0.8303 | LM: 0.3166 | LB: 1.0328 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:40:50] Epoch 1 | Step 3810 | Loss: 0.8302 | LM: 0.3166 | LB: 1.0327 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:41:02] Epoch 1 | Step 3820 | Loss: 0.8301 | LM: 0.3165 | LB: 1.0326 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.323 | HR1: 0.312/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:41:13] Epoch 1 | Step 3830 | Loss: 0.8300 | LM: 0.3164 | LB: 1.0326 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.322 | HR1: 0.312/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:41:24] Epoch 1 | Step 3840 | Loss: 0.8299 | LM: 0.3163 | LB: 1.0325 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.322 | HR1: 0.312/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:41:36] Epoch 1 | Step 3850 | Loss: 0.8299 | LM: 0.3163 | LB: 1.0325 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.322 | HR1: 0.311/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:41:48] Epoch 1 | Step 3860 | Loss: 0.8299 | LM: 0.3164 | LB: 1.0324 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.322 | HR1: 0.311/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:41:59] Epoch 1 | Step 3870 | Loss: 0.8298 | LM: 0.3162 | LB: 1.0323 | CL0: 3.0 | CL1: 3.3 | HR0: 0.335/SR0: 0.322 | HR1: 0.311/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:42:11] Epoch 1 | Step 3880 | Loss: 0.8298 | LM: 0.3162 | LB: 1.0323 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:42:22] Epoch 1 | Step 3890 | Loss: 0.8298 | LM: 0.3162 | LB: 1.0322 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.273 | LR: 1.00e-04 +[2026-05-24 01:42:34] Epoch 1 | Step 3900 | Loss: 0.8298 | LM: 0.3162 | LB: 1.0321 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:42:46] Epoch 1 | Step 3910 | Loss: 0.8297 | LM: 0.3159 | LB: 1.0321 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:42:57] Epoch 1 | Step 3920 | Loss: 0.8296 | LM: 0.3157 | LB: 1.0320 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:43:09] Epoch 1 | Step 3930 | Loss: 0.8296 | LM: 0.3157 | LB: 1.0320 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:43:20] Epoch 1 | Step 3940 | Loss: 0.8295 | LM: 0.3156 | LB: 1.0319 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:43:31] Epoch 1 | Step 3950 | Loss: 0.8294 | LM: 0.3155 | LB: 1.0319 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.311/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:43:43] Epoch 1 | Step 3960 | Loss: 0.8295 | LM: 0.3155 | LB: 1.0318 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.310/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:43:54] Epoch 1 | Step 3970 | Loss: 0.8294 | LM: 0.3155 | LB: 1.0317 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.322 | HR1: 0.310/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:44:06] Epoch 1 | Step 3980 | Loss: 0.8294 | LM: 0.3155 | LB: 1.0317 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:44:17] Epoch 1 | Step 3990 | Loss: 0.8293 | LM: 0.3156 | LB: 1.0316 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:44:29] Epoch 1 | Step 4000 | Loss: 0.8293 | LM: 0.3155 | LB: 1.0316 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.272 | LR: 1.00e-04 +[2026-05-24 01:44:31] Validation | Batch 10/1463 | Loss: 0.7795 | LM_LOSS: 0.2768 | LB_LOSS: 1.0053 +[2026-05-24 01:44:32] Validation | Batch 20/1463 | Loss: 0.7883 | LM_LOSS: 0.2848 | LB_LOSS: 1.0068 +[2026-05-24 01:44:35] Validation | Batch 30/1463 | Loss: 0.7926 | LM_LOSS: 0.2890 | LB_LOSS: 1.0072 +[2026-05-24 01:44:37] Validation | Batch 40/1463 | Loss: 0.8004 | LM_LOSS: 0.2964 | LB_LOSS: 1.0079 +[2026-05-24 01:44:39] Validation | Batch 50/1463 | Loss: 0.8072 | LM_LOSS: 0.3035 | LB_LOSS: 1.0075 +[2026-05-24 01:44:42] Validation | Batch 60/1463 | Loss: 0.8069 | LM_LOSS: 0.3032 | LB_LOSS: 1.0074 +[2026-05-24 01:44:45] Validation | Batch 70/1463 | Loss: 0.8064 | LM_LOSS: 0.3027 | LB_LOSS: 1.0074 +[2026-05-24 01:44:47] Validation | Batch 80/1463 | Loss: 0.8083 | LM_LOSS: 0.3046 | LB_LOSS: 1.0074 +[2026-05-24 01:44:49] Validation | Batch 90/1463 | Loss: 0.8073 | LM_LOSS: 0.3037 | LB_LOSS: 1.0073 +[2026-05-24 01:44:51] Validation | Batch 100/1463 | Loss: 0.8075 | LM_LOSS: 0.3039 | LB_LOSS: 1.0073 +[2026-05-24 01:44:54] Validation | Batch 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Validation | Batch 210/1463 | Loss: 0.8116 | LM_LOSS: 0.3078 | LB_LOSS: 1.0077 +[2026-05-24 01:45:18] Validation | Batch 220/1463 | Loss: 0.8108 | LM_LOSS: 0.3070 | LB_LOSS: 1.0077 +[2026-05-24 01:45:20] Validation | Batch 230/1463 | Loss: 0.8125 | LM_LOSS: 0.3086 | LB_LOSS: 1.0076 +[2026-05-24 01:45:22] Validation | Batch 240/1463 | Loss: 0.8138 | LM_LOSS: 0.3100 | LB_LOSS: 1.0076 +[2026-05-24 01:45:25] Validation | Batch 250/1463 | Loss: 0.8131 | LM_LOSS: 0.3093 | LB_LOSS: 1.0076 +[2026-05-24 01:45:27] Validation | Batch 260/1463 | Loss: 0.8145 | LM_LOSS: 0.3106 | LB_LOSS: 1.0078 +[2026-05-24 01:45:29] Validation | Batch 270/1463 | Loss: 0.8130 | LM_LOSS: 0.3091 | LB_LOSS: 1.0078 +[2026-05-24 01:45:31] Validation | Batch 280/1463 | Loss: 0.8137 | LM_LOSS: 0.3098 | LB_LOSS: 1.0078 +[2026-05-24 01:45:34] Validation | Batch 290/1463 | Loss: 0.8129 | LM_LOSS: 0.3090 | LB_LOSS: 1.0078 +[2026-05-24 01:45:35] Validation | Batch 300/1463 | Loss: 0.8131 | LM_LOSS: 0.3092 | LB_LOSS: 1.0079 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Loss: 0.8121 | LM_LOSS: 0.3082 | LB_LOSS: 1.0078 +[2026-05-24 01:46:22] Validation | Batch 510/1463 | Loss: 0.8115 | LM_LOSS: 0.3076 | LB_LOSS: 1.0078 +[2026-05-24 01:46:24] Validation | Batch 520/1463 | Loss: 0.8112 | LM_LOSS: 0.3073 | LB_LOSS: 1.0078 +[2026-05-24 01:46:26] Validation | Batch 530/1463 | Loss: 0.8115 | LM_LOSS: 0.3076 | LB_LOSS: 1.0078 +[2026-05-24 01:46:27] Validation | Batch 540/1463 | Loss: 0.8119 | LM_LOSS: 0.3079 | LB_LOSS: 1.0078 +[2026-05-24 01:46:29] Validation | Batch 550/1463 | Loss: 0.8114 | LM_LOSS: 0.3075 | LB_LOSS: 1.0079 +[2026-05-24 01:46:31] Validation | Batch 560/1463 | Loss: 0.8116 | LM_LOSS: 0.3076 | LB_LOSS: 1.0079 +[2026-05-24 01:46:34] Validation | Batch 570/1463 | Loss: 0.8115 | LM_LOSS: 0.3075 | LB_LOSS: 1.0079 +[2026-05-24 01:46:36] Validation | Batch 580/1463 | Loss: 0.8111 | LM_LOSS: 0.3071 | LB_LOSS: 1.0079 +[2026-05-24 01:46:39] Validation | Batch 590/1463 | Loss: 0.8109 | LM_LOSS: 0.3070 | LB_LOSS: 1.0079 +[2026-05-24 01:46:41] Validation | Batch 600/1463 | Loss: 0.8112 | LM_LOSS: 0.3072 | LB_LOSS: 1.0080 +[2026-05-24 01:46:44] Validation | Batch 610/1463 | Loss: 0.8113 | LM_LOSS: 0.3074 | LB_LOSS: 1.0080 +[2026-05-24 01:46:46] Validation | Batch 620/1463 | Loss: 0.8108 | LM_LOSS: 0.3069 | LB_LOSS: 1.0080 +[2026-05-24 01:46:48] Validation | Batch 630/1463 | Loss: 0.8104 | LM_LOSS: 0.3064 | LB_LOSS: 1.0080 +[2026-05-24 01:46:50] Validation | Batch 640/1463 | Loss: 0.8102 | LM_LOSS: 0.3062 | LB_LOSS: 1.0080 +[2026-05-24 01:46:52] Validation | Batch 650/1463 | Loss: 0.8097 | LM_LOSS: 0.3057 | LB_LOSS: 1.0080 +[2026-05-24 01:46:54] Validation | Batch 660/1463 | Loss: 0.8092 | LM_LOSS: 0.3053 | LB_LOSS: 1.0080 +[2026-05-24 01:46:56] Validation | Batch 670/1463 | Loss: 0.8089 | LM_LOSS: 0.3050 | LB_LOSS: 1.0079 +[2026-05-24 01:46:58] Validation | Batch 680/1463 | Loss: 0.8088 | LM_LOSS: 0.3049 | LB_LOSS: 1.0079 +[2026-05-24 01:47:00] Validation | Batch 690/1463 | Loss: 0.8092 | LM_LOSS: 0.3052 | LB_LOSS: 1.0079 +[2026-05-24 01:47:02] Validation | Batch 700/1463 | Loss: 0.8090 | LM_LOSS: 0.3050 | LB_LOSS: 1.0079 +[2026-05-24 01:47:04] Validation | Batch 710/1463 | Loss: 0.8093 | LM_LOSS: 0.3053 | LB_LOSS: 1.0080 +[2026-05-24 01:47:07] Validation | Batch 720/1463 | Loss: 0.8101 | LM_LOSS: 0.3061 | LB_LOSS: 1.0080 +[2026-05-24 01:47:08] Validation | Batch 730/1463 | Loss: 0.8099 | LM_LOSS: 0.3059 | LB_LOSS: 1.0080 +[2026-05-24 01:47:10] Validation | Batch 740/1463 | Loss: 0.8096 | LM_LOSS: 0.3056 | LB_LOSS: 1.0080 +[2026-05-24 01:47:12] Validation | Batch 750/1463 | Loss: 0.8095 | LM_LOSS: 0.3055 | LB_LOSS: 1.0080 +[2026-05-24 01:47:14] Validation | Batch 760/1463 | Loss: 0.8094 | LM_LOSS: 0.3054 | LB_LOSS: 1.0080 +[2026-05-24 01:47:16] Validation | Batch 770/1463 | Loss: 0.8092 | LM_LOSS: 0.3052 | LB_LOSS: 1.0080 +[2026-05-24 01:47:18] Validation | Batch 780/1463 | Loss: 0.8091 | LM_LOSS: 0.3051 | LB_LOSS: 1.0080 +[2026-05-24 01:47:19] Validation | Batch 790/1463 | Loss: 0.8093 | LM_LOSS: 0.3053 | LB_LOSS: 1.0080 +[2026-05-24 01:47:21] Validation | Batch 800/1463 | Loss: 0.8093 | LM_LOSS: 0.3053 | LB_LOSS: 1.0080 +[2026-05-24 01:47:23] Validation | Batch 810/1463 | Loss: 0.8089 | LM_LOSS: 0.3049 | LB_LOSS: 1.0079 +[2026-05-24 01:47:25] Validation | Batch 820/1463 | Loss: 0.8091 | LM_LOSS: 0.3051 | LB_LOSS: 1.0079 +[2026-05-24 01:47:28] Validation | Batch 830/1463 | Loss: 0.8093 | LM_LOSS: 0.3054 | LB_LOSS: 1.0079 +[2026-05-24 01:47:30] Validation | Batch 840/1463 | Loss: 0.8094 | LM_LOSS: 0.3054 | LB_LOSS: 1.0080 +[2026-05-24 01:47:32] Validation | Batch 850/1463 | Loss: 0.8096 | LM_LOSS: 0.3057 | LB_LOSS: 1.0080 +[2026-05-24 01:47:35] Validation | Batch 860/1463 | Loss: 0.8097 | LM_LOSS: 0.3058 | LB_LOSS: 1.0080 +[2026-05-24 01:47:37] Validation | Batch 870/1463 | Loss: 0.8098 | LM_LOSS: 0.3058 | LB_LOSS: 1.0080 +[2026-05-24 01:47:39] Validation | Batch 880/1463 | Loss: 0.8091 | LM_LOSS: 0.3051 | LB_LOSS: 1.0080 +[2026-05-24 01:47:41] Validation | Batch 890/1463 | Loss: 0.8092 | LM_LOSS: 0.3052 | LB_LOSS: 1.0080 +[2026-05-24 01:47:43] Validation | Batch 900/1463 | Loss: 0.8089 | LM_LOSS: 0.3049 | LB_LOSS: 1.0080 +[2026-05-24 01:47:46] Validation | Batch 910/1463 | Loss: 0.8088 | LM_LOSS: 0.3048 | LB_LOSS: 1.0080 +[2026-05-24 01:47:48] Validation | Batch 920/1463 | Loss: 0.8089 | LM_LOSS: 0.3050 | LB_LOSS: 1.0080 +[2026-05-24 01:47:50] Validation | Batch 930/1463 | Loss: 0.8087 | LM_LOSS: 0.3047 | LB_LOSS: 1.0080 +[2026-05-24 01:47:52] Validation | Batch 940/1463 | Loss: 0.8084 | LM_LOSS: 0.3044 | LB_LOSS: 1.0079 +[2026-05-24 01:47:55] Validation | Batch 950/1463 | Loss: 0.8086 | LM_LOSS: 0.3047 | LB_LOSS: 1.0079 +[2026-05-24 01:47:57] Validation | Batch 960/1463 | Loss: 0.8087 | LM_LOSS: 0.3047 | LB_LOSS: 1.0079 +[2026-05-24 01:47:59] Validation | Batch 970/1463 | Loss: 0.8087 | LM_LOSS: 0.3048 | LB_LOSS: 1.0079 +[2026-05-24 01:48:02] Validation | Batch 980/1463 | Loss: 0.8090 | LM_LOSS: 0.3051 | LB_LOSS: 1.0079 +[2026-05-24 01:48:03] Validation | Batch 990/1463 | Loss: 0.8093 | LM_LOSS: 0.3053 | LB_LOSS: 1.0079 +[2026-05-24 01:48:06] Validation | Batch 1000/1463 | Loss: 0.8098 | LM_LOSS: 0.3059 | LB_LOSS: 1.0079 +[2026-05-24 01:48:08] Validation | Batch 1010/1463 | Loss: 0.8099 | LM_LOSS: 0.3059 | LB_LOSS: 1.0079 +[2026-05-24 01:48:10] Validation | Batch 1020/1463 | Loss: 0.8100 | LM_LOSS: 0.3060 | LB_LOSS: 1.0080 +[2026-05-24 01:48:13] Validation | Batch 1030/1463 | Loss: 0.8105 | LM_LOSS: 0.3065 | LB_LOSS: 1.0080 +[2026-05-24 01:48:15] Validation | Batch 1040/1463 | Loss: 0.8101 | LM_LOSS: 0.3061 | LB_LOSS: 1.0080 +[2026-05-24 01:48:17] Validation | Batch 1050/1463 | Loss: 0.8099 | LM_LOSS: 0.3060 | LB_LOSS: 1.0079 +[2026-05-24 01:48:19] Validation | Batch 1060/1463 | Loss: 0.8099 | LM_LOSS: 0.3059 | LB_LOSS: 1.0079 +[2026-05-24 01:48:22] Validation | Batch 1070/1463 | Loss: 0.8099 | LM_LOSS: 0.3059 | LB_LOSS: 1.0079 +[2026-05-24 01:48:24] Validation | Batch 1080/1463 | Loss: 0.8097 | LM_LOSS: 0.3057 | LB_LOSS: 1.0080 +[2026-05-24 01:48:26] Validation | Batch 1090/1463 | Loss: 0.8098 | LM_LOSS: 0.3058 | LB_LOSS: 1.0080 +[2026-05-24 01:48:28] Validation | Batch 1100/1463 | Loss: 0.8096 | LM_LOSS: 0.3056 | LB_LOSS: 1.0079 +[2026-05-24 01:48:30] Validation | Batch 1110/1463 | Loss: 0.8095 | LM_LOSS: 0.3056 | LB_LOSS: 1.0079 +[2026-05-24 01:48:32] Validation | Batch 1120/1463 | Loss: 0.8094 | LM_LOSS: 0.3054 | LB_LOSS: 1.0080 +[2026-05-24 01:48:34] Validation | Batch 1130/1463 | Loss: 0.8091 | LM_LOSS: 0.3052 | LB_LOSS: 1.0079 +[2026-05-24 01:48:36] Validation | Batch 1140/1463 | Loss: 0.8093 | LM_LOSS: 0.3054 | LB_LOSS: 1.0079 +[2026-05-24 01:48:39] Validation | Batch 1150/1463 | Loss: 0.8093 | LM_LOSS: 0.3053 | LB_LOSS: 1.0079 +[2026-05-24 01:48:41] Validation | Batch 1160/1463 | Loss: 0.8092 | LM_LOSS: 0.3052 | LB_LOSS: 1.0079 +[2026-05-24 01:48:43] Validation | Batch 1170/1463 | Loss: 0.8092 | LM_LOSS: 0.3052 | LB_LOSS: 1.0079 +[2026-05-24 01:48:45] Validation | Batch 1180/1463 | Loss: 0.8093 | LM_LOSS: 0.3053 | LB_LOSS: 1.0079 +[2026-05-24 01:48:48] Validation | Batch 1190/1463 | Loss: 0.8094 | LM_LOSS: 0.3054 | LB_LOSS: 1.0079 +[2026-05-24 01:48:50] Validation | Batch 1200/1463 | Loss: 0.8094 | LM_LOSS: 0.3054 | LB_LOSS: 1.0079 +[2026-05-24 01:48:52] Validation | Batch 1210/1463 | Loss: 0.8096 | LM_LOSS: 0.3056 | LB_LOSS: 1.0079 +[2026-05-24 01:48:54] Validation | Batch 1220/1463 | Loss: 0.8100 | LM_LOSS: 0.3060 | LB_LOSS: 1.0080 +[2026-05-24 01:48:56] Validation | Batch 1230/1463 | Loss: 0.8100 | LM_LOSS: 0.3060 | LB_LOSS: 1.0079 +[2026-05-24 01:48:58] Validation | Batch 1240/1463 | Loss: 0.8103 | LM_LOSS: 0.3063 | LB_LOSS: 1.0079 +[2026-05-24 01:49:01] Validation | Batch 1250/1463 | Loss: 0.8104 | LM_LOSS: 0.3065 | LB_LOSS: 1.0079 +[2026-05-24 01:49:03] Validation | Batch 1260/1463 | Loss: 0.8104 | LM_LOSS: 0.3064 | LB_LOSS: 1.0079 +[2026-05-24 01:49:05] Validation | Batch 1270/1463 | Loss: 0.8102 | LM_LOSS: 0.3062 | LB_LOSS: 1.0080 +[2026-05-24 01:49:08] Validation | Batch 1280/1463 | Loss: 0.8100 | LM_LOSS: 0.3061 | LB_LOSS: 1.0079 +[2026-05-24 01:49:10] Validation | Batch 1290/1463 | Loss: 0.8100 | LM_LOSS: 0.3060 | LB_LOSS: 1.0079 +[2026-05-24 01:49:12] Validation | Batch 1300/1463 | Loss: 0.8098 | LM_LOSS: 0.3059 | LB_LOSS: 1.0079 +[2026-05-24 01:49:14] Validation | Batch 1310/1463 | Loss: 0.8097 | LM_LOSS: 0.3057 | LB_LOSS: 1.0079 +[2026-05-24 01:49:16] Validation | Batch 1320/1463 | Loss: 0.8098 | LM_LOSS: 0.3058 | LB_LOSS: 1.0079 +[2026-05-24 01:49:18] Validation | Batch 1330/1463 | Loss: 0.8098 | LM_LOSS: 0.3059 | LB_LOSS: 1.0079 +[2026-05-24 01:49:20] Validation | Batch 1340/1463 | Loss: 0.8101 | LM_LOSS: 0.3061 | LB_LOSS: 1.0079 +[2026-05-24 01:49:22] Validation | Batch 1350/1463 | Loss: 0.8101 | LM_LOSS: 0.3061 | LB_LOSS: 1.0079 +[2026-05-24 01:49:25] Validation | Batch 1360/1463 | Loss: 0.8104 | LM_LOSS: 0.3064 | LB_LOSS: 1.0079 +[2026-05-24 01:49:27] Validation | Batch 1370/1463 | Loss: 0.8106 | LM_LOSS: 0.3067 | LB_LOSS: 1.0079 +[2026-05-24 01:49:29] Validation | Batch 1380/1463 | Loss: 0.8104 | LM_LOSS: 0.3065 | LB_LOSS: 1.0079 +[2026-05-24 01:49:31] Validation | Batch 1390/1463 | Loss: 0.8103 | LM_LOSS: 0.3064 | LB_LOSS: 1.0079 +[2026-05-24 01:49:33] Validation | Batch 1400/1463 | Loss: 0.8106 | LM_LOSS: 0.3066 | LB_LOSS: 1.0079 +[2026-05-24 01:49:35] Validation | Batch 1410/1463 | Loss: 0.8108 | LM_LOSS: 0.3069 | LB_LOSS: 1.0079 +[2026-05-24 01:49:37] Validation | Batch 1420/1463 | Loss: 0.8108 | LM_LOSS: 0.3068 | LB_LOSS: 1.0079 +[2026-05-24 01:49:40] Validation | Batch 1430/1463 | Loss: 0.8108 | LM_LOSS: 0.3069 | LB_LOSS: 1.0079 +[2026-05-24 01:49:42] Validation | Batch 1440/1463 | Loss: 0.8112 | LM_LOSS: 0.3073 | LB_LOSS: 1.0079 +[2026-05-24 01:49:44] Validation | Batch 1450/1463 | Loss: 0.8110 | LM_LOSS: 0.3070 | LB_LOSS: 1.0079 +[2026-05-24 01:49:47] Validation | Batch 1460/1463 | Loss: 0.8113 | LM_LOSS: 0.3073 | LB_LOSS: 1.0079 +[2026-05-24 01:49:47] Validation | Batch 1463/1463 | Loss: 0.8111 | LM_LOSS: 0.3072 | LB_LOSS: 1.0079 +[2026-05-24 01:49:47] Validation | Loss: 0.8111 | LM_LOSS: 0.3072 | LB_LOSS: 1.0079 | PPL: 1.36 | Time: 318.46s +[2026-05-24 01:49:53] New best model saved! Val loss: 0.8111 +[2026-05-24 01:50:04] Epoch 1 | Step 4010 | Loss: 0.8292 | LM: 0.3154 | LB: 1.0315 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:50:16] Epoch 1 | Step 4020 | Loss: 0.8292 | LM: 0.3154 | LB: 1.0315 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:50:27] Epoch 1 | Step 4030 | Loss: 0.8292 | LM: 0.3153 | LB: 1.0314 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:50:38] Epoch 1 | Step 4040 | Loss: 0.8292 | LM: 0.3153 | LB: 1.0314 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:50:49] Epoch 1 | Step 4050 | Loss: 0.8291 | LM: 0.3151 | LB: 1.0313 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.310/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:51:00] Epoch 1 | Step 4060 | Loss: 0.8291 | LM: 0.3152 | LB: 1.0312 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.309/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:51:11] Epoch 1 | Step 4070 | Loss: 0.8291 | LM: 0.3152 | LB: 1.0312 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.309/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:51:22] Epoch 1 | Step 4080 | Loss: 0.8290 | LM: 0.3153 | LB: 1.0311 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.309/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:51:33] Epoch 1 | Step 4090 | Loss: 0.8290 | LM: 0.3153 | LB: 1.0311 | CL0: 3.0 | CL1: 3.3 | HR0: 0.334/SR0: 0.321 | HR1: 0.309/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:51:44] Epoch 1 | Step 4100 | Loss: 0.8290 | LM: 0.3152 | LB: 1.0310 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.321 | HR1: 0.309/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:51:55] Epoch 1 | Step 4110 | Loss: 0.8290 | LM: 0.3154 | LB: 1.0310 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.321 | HR1: 0.309/SR1: 0.271 | LR: 1.00e-04 +[2026-05-24 01:52:06] Epoch 1 | Step 4120 | Loss: 0.8289 | LM: 0.3153 | LB: 1.0309 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.321 | HR1: 0.309/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:52:17] Epoch 1 | Step 4130 | Loss: 0.8288 | LM: 0.3153 | LB: 1.0309 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.321 | HR1: 0.309/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:52:29] Epoch 1 | Step 4140 | Loss: 0.8287 | LM: 0.3152 | LB: 1.0308 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.321 | HR1: 0.309/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:52:40] Epoch 1 | Step 4150 | Loss: 0.8287 | LM: 0.3153 | LB: 1.0308 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.309/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:52:51] Epoch 1 | Step 4160 | Loss: 0.8287 | LM: 0.3153 | LB: 1.0307 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.309/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:53:02] Epoch 1 | Step 4170 | Loss: 0.8287 | LM: 0.3153 | LB: 1.0307 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.309/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:53:12] Epoch 1 | Step 4180 | Loss: 0.8286 | LM: 0.3154 | LB: 1.0306 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:53:24] Epoch 1 | Step 4190 | Loss: 0.8286 | LM: 0.3153 | LB: 1.0306 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:53:35] Epoch 1 | Step 4200 | Loss: 0.8286 | LM: 0.3154 | LB: 1.0305 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:53:46] Epoch 1 | Step 4210 | Loss: 0.8285 | LM: 0.3155 | LB: 1.0304 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:53:57] Epoch 1 | Step 4220 | Loss: 0.8284 | LM: 0.3153 | LB: 1.0304 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.270 | LR: 1.00e-04 +[2026-05-24 01:54:09] Epoch 1 | Step 4230 | Loss: 0.8284 | LM: 0.3152 | LB: 1.0304 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:54:19] Epoch 1 | Step 4240 | Loss: 0.8284 | LM: 0.3152 | LB: 1.0303 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:54:31] Epoch 1 | Step 4250 | Loss: 0.8283 | LM: 0.3151 | LB: 1.0303 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:54:42] Epoch 1 | Step 4260 | Loss: 0.8282 | LM: 0.3148 | LB: 1.0302 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:54:53] Epoch 1 | Step 4270 | Loss: 0.8282 | LM: 0.3147 | LB: 1.0302 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:55:04] Epoch 1 | Step 4280 | Loss: 0.8281 | LM: 0.3146 | LB: 1.0301 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.308/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:55:16] Epoch 1 | Step 4290 | Loss: 0.8282 | LM: 0.3146 | LB: 1.0301 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.307/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:55:28] Epoch 1 | Step 4300 | Loss: 0.8281 | LM: 0.3147 | LB: 1.0300 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.307/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:55:40] Epoch 1 | Step 4310 | Loss: 0.8281 | LM: 0.3147 | LB: 1.0300 | CL0: 3.0 | CL1: 3.3 | HR0: 0.333/SR0: 0.320 | HR1: 0.307/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:55:52] Epoch 1 | Step 4320 | Loss: 0.8281 | LM: 0.3147 | LB: 1.0299 | CL0: 3.0 | CL1: 3.4 | HR0: 0.333/SR0: 0.320 | HR1: 0.307/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:56:04] Epoch 1 | Step 4330 | Loss: 0.8280 | LM: 0.3148 | LB: 1.0299 | CL0: 3.0 | CL1: 3.4 | HR0: 0.333/SR0: 0.319 | HR1: 0.307/SR1: 0.269 | LR: 1.00e-04 +[2026-05-24 01:56:16] Epoch 1 | Step 4340 | Loss: 0.8280 | LM: 0.3148 | LB: 1.0298 | CL0: 3.0 | CL1: 3.4 | HR0: 0.333/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:56:28] Epoch 1 | Step 4350 | Loss: 0.8280 | LM: 0.3148 | LB: 1.0298 | CL0: 3.0 | CL1: 3.4 | HR0: 0.333/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:56:40] Epoch 1 | Step 4360 | Loss: 0.8279 | LM: 0.3147 | LB: 1.0297 | CL0: 3.0 | CL1: 3.4 | HR0: 0.333/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:56:52] Epoch 1 | Step 4370 | Loss: 0.8278 | LM: 0.3146 | LB: 1.0297 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:57:04] Epoch 1 | Step 4380 | Loss: 0.8277 | LM: 0.3145 | LB: 1.0296 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:57:15] Epoch 1 | Step 4390 | Loss: 0.8277 | LM: 0.3143 | LB: 1.0296 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:57:27] Epoch 1 | Step 4400 | Loss: 0.8277 | LM: 0.3143 | LB: 1.0295 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:57:39] Epoch 1 | Step 4410 | Loss: 0.8275 | LM: 0.3141 | LB: 1.0295 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.307/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:57:50] Epoch 1 | Step 4420 | Loss: 0.8275 | LM: 0.3140 | LB: 1.0294 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:58:01] Epoch 1 | Step 4430 | Loss: 0.8274 | LM: 0.3139 | LB: 1.0294 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:58:12] Epoch 1 | Step 4440 | Loss: 0.8274 | LM: 0.3139 | LB: 1.0294 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:58:23] Epoch 1 | Step 4450 | Loss: 0.8274 | LM: 0.3139 | LB: 1.0293 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.268 | LR: 1.00e-04 +[2026-05-24 01:58:34] Epoch 1 | Step 4460 | Loss: 0.8272 | LM: 0.3138 | LB: 1.0293 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:58:45] Epoch 1 | Step 4470 | Loss: 0.8272 | LM: 0.3138 | LB: 1.0292 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:58:56] Epoch 1 | Step 4480 | Loss: 0.8272 | LM: 0.3139 | LB: 1.0292 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:59:07] Epoch 1 | Step 4490 | Loss: 0.8271 | LM: 0.3139 | LB: 1.0291 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:59:18] Epoch 1 | Step 4500 | Loss: 0.8271 | LM: 0.3137 | LB: 1.0291 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.319 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:59:29] Epoch 1 | Step 4510 | Loss: 0.8271 | LM: 0.3136 | LB: 1.0290 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:59:40] Epoch 1 | Step 4520 | Loss: 0.8270 | LM: 0.3137 | LB: 1.0290 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 01:59:51] Epoch 1 | Step 4530 | Loss: 0.8270 | LM: 0.3136 | LB: 1.0289 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:00:02] Epoch 1 | Step 4540 | Loss: 0.8269 | LM: 0.3136 | LB: 1.0289 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.306/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:00:13] Epoch 1 | Step 4550 | Loss: 0.8269 | LM: 0.3136 | LB: 1.0288 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.305/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:00:24] Epoch 1 | Step 4560 | Loss: 0.8268 | LM: 0.3134 | LB: 1.0288 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.305/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:00:34] Epoch 1 | Step 4570 | Loss: 0.8268 | LM: 0.3136 | LB: 1.0287 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.305/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:00:45] Epoch 1 | Step 4580 | Loss: 0.8267 | LM: 0.3136 | LB: 1.0287 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.305/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:00:56] Epoch 1 | Step 4590 | Loss: 0.8267 | LM: 0.3135 | LB: 1.0286 | CL0: 3.0 | CL1: 3.4 | HR0: 0.332/SR0: 0.318 | HR1: 0.305/SR1: 0.267 | LR: 1.00e-04 +[2026-05-24 02:01:07] Epoch 1 | Step 4600 | Loss: 0.8267 | LM: 0.3134 | LB: 1.0286 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:01:18] Epoch 1 | Step 4610 | Loss: 0.8266 | LM: 0.3134 | LB: 1.0286 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:01:29] Epoch 1 | Step 4620 | Loss: 0.8266 | LM: 0.3134 | LB: 1.0285 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:01:40] Epoch 1 | Step 4630 | Loss: 0.8265 | LM: 0.3134 | LB: 1.0285 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:01:51] Epoch 1 | Step 4640 | Loss: 0.8265 | LM: 0.3133 | LB: 1.0284 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:02:02] Epoch 1 | Step 4650 | Loss: 0.8264 | LM: 0.3132 | LB: 1.0284 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:02:13] Epoch 1 | Step 4660 | Loss: 0.8263 | LM: 0.3131 | LB: 1.0284 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.305/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:02:23] Epoch 1 | Step 4670 | Loss: 0.8263 | LM: 0.3130 | LB: 1.0283 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.304/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:02:34] Epoch 1 | Step 4680 | Loss: 0.8262 | LM: 0.3130 | LB: 1.0283 | CL0: 3.0 | CL1: 3.4 | HR0: 0.331/SR0: 0.318 | HR1: 0.304/SR1: 0.266 | LR: 1.00e-04 +[2026-05-24 02:02:43] Epoch 1 completed in 6773.03s | Loss: 0.8262 | CL0: 3.0 | CL1: 3.4 +[2026-05-24 02:02:43] +============================================================ +[2026-05-24 02:02:43] EPOCH 2/3 (step 4687) +[2026-05-24 02:02:43] ============================================================ +[2026-05-24 02:02:47] Epoch 2 | Step 4690 | Loss: 0.7577 | LM: 0.2284 | LB: 1.0065 | CL0: 3.2 | CL1: 3.7 | HR0: 0.315/SR0: 0.293 | HR1: 0.271/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:02:59] Epoch 2 | Step 4700 | Loss: 0.7717 | LM: 0.2857 | LB: 1.0088 | CL0: 3.2 | CL1: 3.9 | HR0: 0.316/SR0: 0.295 | HR1: 0.261/SR1: 0.222 | LR: 1.00e-04 +[2026-05-24 02:03:10] Epoch 2 | Step 4710 | Loss: 0.7705 | LM: 0.2909 | LB: 1.0116 | CL0: 3.1 | CL1: 3.9 | HR0: 0.323/SR0: 0.302 | HR1: 0.260/SR1: 0.222 | LR: 1.00e-04 +[2026-05-24 02:03:22] Epoch 2 | Step 4720 | Loss: 0.7648 | LM: 0.2828 | LB: 1.0119 | CL0: 3.1 | CL1: 3.8 | HR0: 0.324/SR0: 0.302 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:03:34] Epoch 2 | Step 4730 | Loss: 0.7625 | LM: 0.2807 | LB: 1.0107 | CL0: 3.1 | CL1: 3.7 | HR0: 0.320/SR0: 0.299 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:03:46] Epoch 2 | Step 4740 | Loss: 0.7583 | LM: 0.2697 | LB: 1.0107 | CL0: 3.1 | CL1: 3.8 | HR0: 0.320/SR0: 0.299 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:03:58] Epoch 2 | Step 4750 | Loss: 0.7551 | LM: 0.2702 | LB: 1.0108 | CL0: 3.1 | CL1: 3.7 | HR0: 0.321/SR0: 0.300 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:04:10] Epoch 2 | Step 4760 | Loss: 0.7555 | LM: 0.2707 | LB: 1.0103 | CL0: 3.1 | CL1: 3.7 | HR0: 0.319/SR0: 0.299 | HR1: 0.269/SR1: 0.231 | LR: 1.00e-04 +[2026-05-24 02:04:22] Epoch 2 | Step 4770 | Loss: 0.7546 | LM: 0.2731 | LB: 1.0102 | CL0: 3.2 | CL1: 3.7 | HR0: 0.319/SR0: 0.298 | HR1: 0.269/SR1: 0.231 | LR: 1.00e-04 +[2026-05-24 02:04:34] Epoch 2 | Step 4780 | Loss: 0.7529 | LM: 0.2750 | LB: 1.0104 | CL0: 3.1 | CL1: 3.7 | HR0: 0.320/SR0: 0.299 | HR1: 0.269/SR1: 0.231 | LR: 1.00e-04 +[2026-05-24 02:04:46] Epoch 2 | Step 4790 | Loss: 0.7533 | LM: 0.2721 | LB: 1.0101 | CL0: 3.2 | CL1: 3.7 | HR0: 0.319/SR0: 0.298 | HR1: 0.270/SR1: 0.231 | LR: 1.00e-04 +[2026-05-24 02:04:57] Epoch 2 | Step 4800 | Loss: 0.7534 | LM: 0.2733 | LB: 1.0097 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.297 | HR1: 0.270/SR1: 0.231 | LR: 1.00e-04 +[2026-05-24 02:05:09] Epoch 2 | Step 4810 | Loss: 0.7553 | LM: 0.2729 | LB: 1.0101 | CL0: 3.2 | CL1: 3.7 | HR0: 0.319/SR0: 0.298 | HR1: 0.269/SR1: 0.231 | LR: 1.00e-04 +[2026-05-24 02:05:20] Epoch 2 | Step 4820 | Loss: 0.7537 | LM: 0.2698 | LB: 1.0101 | CL0: 3.2 | CL1: 3.7 | HR0: 0.319/SR0: 0.298 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:05:31] Epoch 2 | Step 4830 | Loss: 0.7546 | LM: 0.2674 | LB: 1.0099 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.297 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:05:42] Epoch 2 | Step 4840 | Loss: 0.7549 | LM: 0.2683 | LB: 1.0102 | CL0: 3.2 | CL1: 3.8 | HR0: 0.319/SR0: 0.298 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:05:53] Epoch 2 | Step 4850 | Loss: 0.7541 | LM: 0.2665 | LB: 1.0101 | CL0: 3.2 | CL1: 3.8 | HR0: 0.319/SR0: 0.298 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:06:05] Epoch 2 | Step 4860 | Loss: 0.7550 | LM: 0.2647 | LB: 1.0100 | CL0: 3.2 | CL1: 3.7 | HR0: 0.319/SR0: 0.298 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:06:16] Epoch 2 | Step 4870 | Loss: 0.7563 | LM: 0.2644 | LB: 1.0100 | CL0: 3.2 | CL1: 3.8 | HR0: 0.319/SR0: 0.298 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:06:27] Epoch 2 | Step 4880 | Loss: 0.7575 | LM: 0.2650 | LB: 1.0098 | CL0: 3.2 | CL1: 3.8 | HR0: 0.319/SR0: 0.298 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:06:38] Epoch 2 | Step 4890 | Loss: 0.7566 | LM: 0.2641 | LB: 1.0097 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.298 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:06:49] Epoch 2 | Step 4900 | Loss: 0.7564 | LM: 0.2642 | LB: 1.0096 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.297 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:07:00] Epoch 2 | Step 4910 | Loss: 0.7567 | LM: 0.2633 | LB: 1.0094 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.297 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:07:11] Epoch 2 | Step 4920 | Loss: 0.7565 | LM: 0.2631 | LB: 1.0094 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.297 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:07:22] Epoch 2 | Step 4930 | Loss: 0.7560 | LM: 0.2620 | LB: 1.0094 | CL0: 3.2 | CL1: 3.7 | HR0: 0.318/SR0: 0.297 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:07:34] Epoch 2 | Step 4940 | Loss: 0.7568 | LM: 0.2616 | LB: 1.0093 | CL0: 3.2 | CL1: 3.8 | HR0: 0.317/SR0: 0.296 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:07:45] Epoch 2 | Step 4950 | Loss: 0.7558 | LM: 0.2607 | LB: 1.0093 | CL0: 3.2 | CL1: 3.7 | HR0: 0.317/SR0: 0.296 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:07:56] Epoch 2 | Step 4960 | Loss: 0.7566 | LM: 0.2630 | LB: 1.0091 | CL0: 3.2 | CL1: 3.8 | HR0: 0.317/SR0: 0.296 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:08:07] Epoch 2 | Step 4970 | Loss: 0.7565 | LM: 0.2617 | LB: 1.0091 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.296 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:08:18] Epoch 2 | Step 4980 | Loss: 0.7561 | LM: 0.2607 | LB: 1.0091 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.296 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:08:29] Epoch 2 | Step 4990 | Loss: 0.7560 | LM: 0.2604 | LB: 1.0091 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.296 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:08:41] Epoch 2 | Step 5000 | Loss: 0.7561 | LM: 0.2605 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:08:42] Validation | Batch 10/1463 | Loss: 0.7923 | LM_LOSS: 0.2901 | LB_LOSS: 1.0044 +[2026-05-24 02:08:44] Validation | Batch 20/1463 | Loss: 0.8001 | LM_LOSS: 0.2972 | LB_LOSS: 1.0057 +[2026-05-24 02:08:47] Validation | Batch 30/1463 | Loss: 0.8026 | LM_LOSS: 0.2995 | LB_LOSS: 1.0061 +[2026-05-24 02:08:49] Validation | Batch 40/1463 | Loss: 0.8102 | LM_LOSS: 0.3069 | LB_LOSS: 1.0067 +[2026-05-24 02:08:51] Validation | Batch 50/1463 | Loss: 0.8179 | LM_LOSS: 0.3147 | LB_LOSS: 1.0064 +[2026-05-24 02:08:53] Validation | Batch 60/1463 | Loss: 0.8168 | LM_LOSS: 0.3137 | LB_LOSS: 1.0062 +[2026-05-24 02:08:56] Validation | Batch 70/1463 | Loss: 0.8161 | LM_LOSS: 0.3130 | LB_LOSS: 1.0063 +[2026-05-24 02:08:59] Validation | Batch 80/1463 | Loss: 0.8181 | LM_LOSS: 0.3149 | LB_LOSS: 1.0063 +[2026-05-24 02:09:00] Validation | Batch 90/1463 | Loss: 0.8172 | LM_LOSS: 0.3141 | LB_LOSS: 1.0062 +[2026-05-24 02:09:02] Validation | Batch 100/1463 | Loss: 0.8173 | LM_LOSS: 0.3142 | LB_LOSS: 1.0062 +[2026-05-24 02:09:05] Validation | Batch 110/1463 | Loss: 0.8157 | LM_LOSS: 0.3125 | LB_LOSS: 1.0064 +[2026-05-24 02:09:06] Validation | Batch 120/1463 | Loss: 0.8173 | LM_LOSS: 0.3141 | LB_LOSS: 1.0065 +[2026-05-24 02:09:08] Validation | Batch 130/1463 | Loss: 0.8190 | LM_LOSS: 0.3157 | LB_LOSS: 1.0066 +[2026-05-24 02:09:11] Validation | Batch 140/1463 | Loss: 0.8202 | LM_LOSS: 0.3170 | LB_LOSS: 1.0065 +[2026-05-24 02:09:13] Validation | Batch 150/1463 | Loss: 0.8185 | LM_LOSS: 0.3152 | LB_LOSS: 1.0066 +[2026-05-24 02:09:15] Validation | Batch 160/1463 | Loss: 0.8188 | LM_LOSS: 0.3155 | LB_LOSS: 1.0066 +[2026-05-24 02:09:18] Validation | Batch 170/1463 | Loss: 0.8181 | LM_LOSS: 0.3148 | LB_LOSS: 1.0066 +[2026-05-24 02:09:20] Validation | Batch 180/1463 | Loss: 0.8188 | LM_LOSS: 0.3155 | LB_LOSS: 1.0066 +[2026-05-24 02:09:22] Validation | Batch 190/1463 | Loss: 0.8200 | LM_LOSS: 0.3167 | LB_LOSS: 1.0066 +[2026-05-24 02:09:24] Validation | Batch 200/1463 | Loss: 0.8199 | LM_LOSS: 0.3166 | LB_LOSS: 1.0066 +[2026-05-24 02:09:26] Validation | Batch 210/1463 | Loss: 0.8206 | LM_LOSS: 0.3173 | LB_LOSS: 1.0066 +[2026-05-24 02:09:29] Validation | Batch 220/1463 | Loss: 0.8199 | LM_LOSS: 0.3166 | LB_LOSS: 1.0066 +[2026-05-24 02:09:31] Validation | Batch 230/1463 | Loss: 0.8216 | LM_LOSS: 0.3183 | LB_LOSS: 1.0065 +[2026-05-24 02:09:33] Validation | Batch 240/1463 | Loss: 0.8228 | LM_LOSS: 0.3196 | LB_LOSS: 1.0065 +[2026-05-24 02:09:36] Validation | Batch 250/1463 | Loss: 0.8221 | LM_LOSS: 0.3188 | LB_LOSS: 1.0065 +[2026-05-24 02:09:38] Validation | Batch 260/1463 | Loss: 0.8234 | LM_LOSS: 0.3201 | LB_LOSS: 1.0066 +[2026-05-24 02:09:40] Validation | Batch 270/1463 | Loss: 0.8218 | LM_LOSS: 0.3185 | LB_LOSS: 1.0067 +[2026-05-24 02:09:42] Validation | Batch 280/1463 | Loss: 0.8224 | LM_LOSS: 0.3191 | LB_LOSS: 1.0067 +[2026-05-24 02:09:44] Validation | Batch 290/1463 | Loss: 0.8216 | LM_LOSS: 0.3182 | LB_LOSS: 1.0067 +[2026-05-24 02:09:46] Validation | Batch 300/1463 | Loss: 0.8218 | LM_LOSS: 0.3185 | LB_LOSS: 1.0068 +[2026-05-24 02:09:48] Validation | Batch 310/1463 | Loss: 0.8228 | LM_LOSS: 0.3194 | LB_LOSS: 1.0067 +[2026-05-24 02:09:50] Validation | Batch 320/1463 | Loss: 0.8214 | LM_LOSS: 0.3180 | LB_LOSS: 1.0067 +[2026-05-24 02:09:52] Validation | Batch 330/1463 | Loss: 0.8212 | LM_LOSS: 0.3179 | LB_LOSS: 1.0066 +[2026-05-24 02:09:54] Validation | Batch 340/1463 | Loss: 0.8208 | LM_LOSS: 0.3175 | LB_LOSS: 1.0066 +[2026-05-24 02:09:57] Validation | Batch 350/1463 | Loss: 0.8214 | LM_LOSS: 0.3180 | LB_LOSS: 1.0066 +[2026-05-24 02:09:59] Validation | Batch 360/1463 | Loss: 0.8210 | LM_LOSS: 0.3177 | LB_LOSS: 1.0067 +[2026-05-24 02:10:00] Validation | Batch 370/1463 | Loss: 0.8206 | LM_LOSS: 0.3173 | LB_LOSS: 1.0067 +[2026-05-24 02:10:03] Validation | Batch 380/1463 | Loss: 0.8205 | LM_LOSS: 0.3172 | LB_LOSS: 1.0066 +[2026-05-24 02:10:05] Validation | Batch 390/1463 | Loss: 0.8212 | LM_LOSS: 0.3179 | LB_LOSS: 1.0066 +[2026-05-24 02:10:07] Validation | Batch 400/1463 | Loss: 0.8210 | LM_LOSS: 0.3177 | LB_LOSS: 1.0067 +[2026-05-24 02:10:09] Validation | Batch 410/1463 | Loss: 0.8209 | LM_LOSS: 0.3175 | LB_LOSS: 1.0067 +[2026-05-24 02:10:11] Validation | Batch 420/1463 | Loss: 0.8210 | LM_LOSS: 0.3176 | LB_LOSS: 1.0067 +[2026-05-24 02:10:14] Validation | Batch 430/1463 | Loss: 0.8204 | LM_LOSS: 0.3170 | LB_LOSS: 1.0067 +[2026-05-24 02:10:16] Validation | Batch 440/1463 | Loss: 0.8206 | LM_LOSS: 0.3172 | LB_LOSS: 1.0067 +[2026-05-24 02:10:17] Validation | Batch 450/1463 | Loss: 0.8203 | LM_LOSS: 0.3170 | LB_LOSS: 1.0068 +[2026-05-24 02:10:20] Validation | Batch 460/1463 | Loss: 0.8203 | LM_LOSS: 0.3169 | LB_LOSS: 1.0067 +[2026-05-24 02:10:22] Validation | Batch 470/1463 | Loss: 0.8210 | LM_LOSS: 0.3176 | LB_LOSS: 1.0067 +[2026-05-24 02:10:25] Validation | Batch 480/1463 | Loss: 0.8207 | LM_LOSS: 0.3173 | LB_LOSS: 1.0067 +[2026-05-24 02:10:27] Validation | Batch 490/1463 | Loss: 0.8205 | LM_LOSS: 0.3171 | LB_LOSS: 1.0067 +[2026-05-24 02:10:29] Validation | Batch 500/1463 | Loss: 0.8203 | LM_LOSS: 0.3170 | LB_LOSS: 1.0067 +[2026-05-24 02:10:32] Validation | Batch 510/1463 | Loss: 0.8197 | LM_LOSS: 0.3164 | LB_LOSS: 1.0067 +[2026-05-24 02:10:33] Validation | Batch 520/1463 | Loss: 0.8194 | LM_LOSS: 0.3161 | LB_LOSS: 1.0067 +[2026-05-24 02:10:35] Validation | Batch 530/1463 | Loss: 0.8199 | LM_LOSS: 0.3166 | LB_LOSS: 1.0067 +[2026-05-24 02:10:37] Validation | Batch 540/1463 | Loss: 0.8202 | LM_LOSS: 0.3168 | LB_LOSS: 1.0067 +[2026-05-24 02:10:39] Validation | Batch 550/1463 | Loss: 0.8197 | LM_LOSS: 0.3163 | LB_LOSS: 1.0067 +[2026-05-24 02:10:41] Validation | Batch 560/1463 | Loss: 0.8199 | LM_LOSS: 0.3165 | LB_LOSS: 1.0068 +[2026-05-24 02:10:44] Validation | Batch 570/1463 | Loss: 0.8198 | LM_LOSS: 0.3164 | LB_LOSS: 1.0068 +[2026-05-24 02:10:46] Validation | Batch 580/1463 | Loss: 0.8195 | LM_LOSS: 0.3161 | LB_LOSS: 1.0068 +[2026-05-24 02:10:48] Validation | Batch 590/1463 | Loss: 0.8192 | LM_LOSS: 0.3158 | LB_LOSS: 1.0068 +[2026-05-24 02:10:51] Validation | Batch 600/1463 | Loss: 0.8194 | LM_LOSS: 0.3160 | LB_LOSS: 1.0068 +[2026-05-24 02:10:53] Validation | Batch 610/1463 | Loss: 0.8196 | LM_LOSS: 0.3162 | LB_LOSS: 1.0068 +[2026-05-24 02:10:55] Validation | Batch 620/1463 | Loss: 0.8190 | LM_LOSS: 0.3156 | LB_LOSS: 1.0068 +[2026-05-24 02:10:58] Validation | Batch 630/1463 | Loss: 0.8184 | LM_LOSS: 0.3150 | LB_LOSS: 1.0068 +[2026-05-24 02:11:00] Validation | Batch 640/1463 | Loss: 0.8183 | LM_LOSS: 0.3149 | LB_LOSS: 1.0068 +[2026-05-24 02:11:01] Validation | Batch 650/1463 | Loss: 0.8178 | LM_LOSS: 0.3144 | LB_LOSS: 1.0068 +[2026-05-24 02:11:03] Validation | Batch 660/1463 | Loss: 0.8173 | LM_LOSS: 0.3139 | LB_LOSS: 1.0068 +[2026-05-24 02:11:06] Validation | Batch 670/1463 | Loss: 0.8170 | LM_LOSS: 0.3136 | LB_LOSS: 1.0068 +[2026-05-24 02:11:07] Validation | Batch 680/1463 | Loss: 0.8169 | LM_LOSS: 0.3135 | LB_LOSS: 1.0068 +[2026-05-24 02:11:10] Validation | Batch 690/1463 | Loss: 0.8172 | LM_LOSS: 0.3138 | LB_LOSS: 1.0068 +[2026-05-24 02:11:12] Validation | Batch 700/1463 | Loss: 0.8171 | LM_LOSS: 0.3137 | LB_LOSS: 1.0068 +[2026-05-24 02:11:14] Validation | Batch 710/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0068 +[2026-05-24 02:11:16] Validation | Batch 720/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:11:18] Validation | Batch 730/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:11:20] Validation | Batch 740/1463 | Loss: 0.8178 | LM_LOSS: 0.3144 | LB_LOSS: 1.0069 +[2026-05-24 02:11:22] Validation | Batch 750/1463 | Loss: 0.8177 | LM_LOSS: 0.3143 | LB_LOSS: 1.0068 +[2026-05-24 02:11:23] Validation | Batch 760/1463 | Loss: 0.8176 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:11:25] Validation | Batch 770/1463 | Loss: 0.8175 | LM_LOSS: 0.3141 | LB_LOSS: 1.0069 +[2026-05-24 02:11:27] Validation | Batch 780/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0068 +[2026-05-24 02:11:29] Validation | Batch 790/1463 | Loss: 0.8177 | LM_LOSS: 0.3143 | LB_LOSS: 1.0068 +[2026-05-24 02:11:31] Validation | Batch 800/1463 | Loss: 0.8176 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:11:33] Validation | Batch 810/1463 | Loss: 0.8173 | LM_LOSS: 0.3139 | LB_LOSS: 1.0068 +[2026-05-24 02:11:35] Validation | Batch 820/1463 | Loss: 0.8175 | LM_LOSS: 0.3141 | LB_LOSS: 1.0068 +[2026-05-24 02:11:37] Validation | Batch 830/1463 | Loss: 0.8177 | LM_LOSS: 0.3143 | LB_LOSS: 1.0068 +[2026-05-24 02:11:40] Validation | Batch 840/1463 | Loss: 0.8177 | LM_LOSS: 0.3143 | LB_LOSS: 1.0068 +[2026-05-24 02:11:42] Validation | Batch 850/1463 | Loss: 0.8180 | LM_LOSS: 0.3146 | LB_LOSS: 1.0068 +[2026-05-24 02:11:44] Validation | Batch 860/1463 | Loss: 0.8181 | LM_LOSS: 0.3147 | LB_LOSS: 1.0068 +[2026-05-24 02:11:46] Validation | Batch 870/1463 | Loss: 0.8182 | LM_LOSS: 0.3147 | LB_LOSS: 1.0068 +[2026-05-24 02:11:48] Validation | Batch 880/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0068 +[2026-05-24 02:11:50] Validation | Batch 890/1463 | Loss: 0.8175 | LM_LOSS: 0.3141 | LB_LOSS: 1.0068 +[2026-05-24 02:11:53] Validation | Batch 900/1463 | Loss: 0.8171 | LM_LOSS: 0.3137 | LB_LOSS: 1.0068 +[2026-05-24 02:11:55] Validation | Batch 910/1463 | Loss: 0.8171 | LM_LOSS: 0.3137 | LB_LOSS: 1.0068 +[2026-05-24 02:11:58] Validation | Batch 920/1463 | Loss: 0.8172 | LM_LOSS: 0.3138 | LB_LOSS: 1.0068 +[2026-05-24 02:12:00] Validation | Batch 930/1463 | Loss: 0.8169 | LM_LOSS: 0.3135 | LB_LOSS: 1.0068 +[2026-05-24 02:12:02] Validation | Batch 940/1463 | Loss: 0.8166 | LM_LOSS: 0.3132 | LB_LOSS: 1.0068 +[2026-05-24 02:12:04] Validation | Batch 950/1463 | Loss: 0.8169 | LM_LOSS: 0.3135 | LB_LOSS: 1.0068 +[2026-05-24 02:12:06] Validation | Batch 960/1463 | Loss: 0.8170 | LM_LOSS: 0.3136 | LB_LOSS: 1.0068 +[2026-05-24 02:12:09] Validation | Batch 970/1463 | Loss: 0.8170 | LM_LOSS: 0.3136 | LB_LOSS: 1.0068 +[2026-05-24 02:12:11] Validation | Batch 980/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0067 +[2026-05-24 02:12:13] Validation | Batch 990/1463 | Loss: 0.8176 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:12:15] Validation | Batch 1000/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:12:18] Validation | Batch 1010/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:12:20] Validation | Batch 1020/1463 | Loss: 0.8183 | LM_LOSS: 0.3149 | LB_LOSS: 1.0068 +[2026-05-24 02:12:22] Validation | Batch 1030/1463 | Loss: 0.8188 | LM_LOSS: 0.3154 | LB_LOSS: 1.0068 +[2026-05-24 02:12:24] Validation | Batch 1040/1463 | Loss: 0.8184 | LM_LOSS: 0.3150 | LB_LOSS: 1.0068 +[2026-05-24 02:12:27] Validation | Batch 1050/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:12:29] Validation | Batch 1060/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:12:31] Validation | Batch 1070/1463 | Loss: 0.8181 | LM_LOSS: 0.3147 | LB_LOSS: 1.0068 +[2026-05-24 02:12:33] Validation | Batch 1080/1463 | Loss: 0.8179 | LM_LOSS: 0.3145 | LB_LOSS: 1.0068 +[2026-05-24 02:12:35] Validation | Batch 1090/1463 | Loss: 0.8179 | LM_LOSS: 0.3145 | LB_LOSS: 1.0068 +[2026-05-24 02:12:37] Validation | Batch 1100/1463 | Loss: 0.8178 | LM_LOSS: 0.3144 | LB_LOSS: 1.0068 +[2026-05-24 02:12:39] Validation | Batch 1110/1463 | Loss: 0.8178 | LM_LOSS: 0.3144 | LB_LOSS: 1.0068 +[2026-05-24 02:12:41] Validation | Batch 1120/1463 | Loss: 0.8177 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:12:44] Validation | Batch 1130/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0068 +[2026-05-24 02:12:46] Validation | Batch 1140/1463 | Loss: 0.8176 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:12:49] Validation | Batch 1150/1463 | Loss: 0.8175 | LM_LOSS: 0.3141 | LB_LOSS: 1.0068 +[2026-05-24 02:12:51] Validation | Batch 1160/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0068 +[2026-05-24 02:12:53] Validation | Batch 1170/1463 | Loss: 0.8174 | LM_LOSS: 0.3140 | LB_LOSS: 1.0068 +[2026-05-24 02:12:55] Validation | Batch 1180/1463 | Loss: 0.8175 | LM_LOSS: 0.3141 | LB_LOSS: 1.0068 +[2026-05-24 02:12:57] Validation | Batch 1190/1463 | Loss: 0.8176 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:13:00] Validation | Batch 1200/1463 | Loss: 0.8176 | LM_LOSS: 0.3142 | LB_LOSS: 1.0068 +[2026-05-24 02:13:02] Validation | Batch 1210/1463 | Loss: 0.8178 | LM_LOSS: 0.3144 | LB_LOSS: 1.0068 +[2026-05-24 02:13:04] Validation | Batch 1220/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:13:06] Validation | Batch 1230/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:13:08] Validation | Batch 1240/1463 | Loss: 0.8185 | LM_LOSS: 0.3151 | LB_LOSS: 1.0068 +[2026-05-24 02:13:10] Validation | Batch 1250/1463 | Loss: 0.8187 | LM_LOSS: 0.3153 | LB_LOSS: 1.0068 +[2026-05-24 02:13:13] Validation | Batch 1260/1463 | Loss: 0.8186 | LM_LOSS: 0.3152 | LB_LOSS: 1.0068 +[2026-05-24 02:13:15] Validation | Batch 1270/1463 | Loss: 0.8184 | LM_LOSS: 0.3150 | LB_LOSS: 1.0068 +[2026-05-24 02:13:17] Validation | Batch 1280/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:13:19] Validation | Batch 1290/1463 | Loss: 0.8182 | LM_LOSS: 0.3148 | LB_LOSS: 1.0068 +[2026-05-24 02:13:21] Validation | Batch 1300/1463 | Loss: 0.8180 | LM_LOSS: 0.3146 | LB_LOSS: 1.0068 +[2026-05-24 02:13:24] Validation | Batch 1310/1463 | Loss: 0.8179 | LM_LOSS: 0.3145 | LB_LOSS: 1.0068 +[2026-05-24 02:13:25] Validation | Batch 1320/1463 | Loss: 0.8179 | LM_LOSS: 0.3145 | LB_LOSS: 1.0068 +[2026-05-24 02:13:27] Validation | Batch 1330/1463 | Loss: 0.8180 | LM_LOSS: 0.3146 | LB_LOSS: 1.0068 +[2026-05-24 02:13:29] Validation | Batch 1340/1463 | Loss: 0.8183 | LM_LOSS: 0.3149 | LB_LOSS: 1.0068 +[2026-05-24 02:13:31] Validation | Batch 1350/1463 | Loss: 0.8183 | LM_LOSS: 0.3149 | LB_LOSS: 1.0068 +[2026-05-24 02:13:34] Validation | Batch 1360/1463 | Loss: 0.8186 | LM_LOSS: 0.3152 | LB_LOSS: 1.0068 +[2026-05-24 02:13:36] Validation | Batch 1370/1463 | Loss: 0.8189 | LM_LOSS: 0.3155 | LB_LOSS: 1.0068 +[2026-05-24 02:13:38] Validation | Batch 1380/1463 | Loss: 0.8186 | LM_LOSS: 0.3153 | LB_LOSS: 1.0068 +[2026-05-24 02:13:40] Validation | Batch 1390/1463 | Loss: 0.8186 | LM_LOSS: 0.3152 | LB_LOSS: 1.0068 +[2026-05-24 02:13:43] Validation | Batch 1400/1463 | Loss: 0.8188 | LM_LOSS: 0.3155 | LB_LOSS: 1.0068 +[2026-05-24 02:13:44] Validation | Batch 1410/1463 | Loss: 0.8191 | LM_LOSS: 0.3157 | LB_LOSS: 1.0068 +[2026-05-24 02:13:47] Validation | Batch 1420/1463 | Loss: 0.8191 | LM_LOSS: 0.3157 | LB_LOSS: 1.0068 +[2026-05-24 02:13:49] Validation | Batch 1430/1463 | Loss: 0.8191 | LM_LOSS: 0.3157 | LB_LOSS: 1.0068 +[2026-05-24 02:13:51] Validation | Batch 1440/1463 | Loss: 0.8195 | LM_LOSS: 0.3161 | LB_LOSS: 1.0068 +[2026-05-24 02:13:54] Validation | Batch 1450/1463 | Loss: 0.8192 | LM_LOSS: 0.3158 | LB_LOSS: 1.0068 +[2026-05-24 02:13:56] Validation | Batch 1460/1463 | Loss: 0.8195 | LM_LOSS: 0.3162 | LB_LOSS: 1.0068 +[2026-05-24 02:13:57] Validation | Batch 1463/1463 | Loss: 0.8194 | LM_LOSS: 0.3160 | LB_LOSS: 1.0067 +[2026-05-24 02:13:57] Validation | Loss: 0.8194 | LM_LOSS: 0.3160 | LB_LOSS: 1.0067 | PPL: 1.37 | Time: 315.99s +[2026-05-24 02:14:08] Epoch 2 | Step 5010 | Loss: 0.7556 | LM: 0.2594 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:14:20] Epoch 2 | Step 5020 | Loss: 0.7559 | LM: 0.2589 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:14:31] Epoch 2 | Step 5030 | Loss: 0.7561 | LM: 0.2591 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:14:43] Epoch 2 | Step 5040 | Loss: 0.7555 | LM: 0.2580 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:14:54] Epoch 2 | Step 5050 | Loss: 0.7550 | LM: 0.2576 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:15:06] Epoch 2 | Step 5060 | Loss: 0.7548 | LM: 0.2581 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:15:17] Epoch 2 | Step 5070 | Loss: 0.7543 | LM: 0.2580 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:15:29] Epoch 2 | Step 5080 | Loss: 0.7541 | LM: 0.2590 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:15:41] Epoch 2 | Step 5090 | Loss: 0.7542 | LM: 0.2594 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:15:52] Epoch 2 | Step 5100 | Loss: 0.7543 | LM: 0.2596 | LB: 1.0090 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:16:04] Epoch 2 | Step 5110 | Loss: 0.7545 | LM: 0.2579 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:16:15] Epoch 2 | Step 5120 | Loss: 0.7547 | LM: 0.2596 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:16:26] Epoch 2 | Step 5130 | Loss: 0.7549 | LM: 0.2610 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:16:38] Epoch 2 | Step 5140 | Loss: 0.7549 | LM: 0.2614 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:16:49] Epoch 2 | Step 5150 | Loss: 0.7543 | LM: 0.2605 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:17:01] Epoch 2 | Step 5160 | Loss: 0.7539 | LM: 0.2604 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:17:12] Epoch 2 | Step 5170 | Loss: 0.7536 | LM: 0.2592 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.316/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:17:24] Epoch 2 | Step 5180 | Loss: 0.7539 | LM: 0.2590 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:17:35] Epoch 2 | Step 5190 | Loss: 0.7537 | LM: 0.2586 | LB: 1.0089 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:17:46] Epoch 2 | Step 5200 | Loss: 0.7541 | LM: 0.2588 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:17:57] Epoch 2 | Step 5210 | Loss: 0.7541 | LM: 0.2577 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:18:09] Epoch 2 | Step 5220 | Loss: 0.7543 | LM: 0.2583 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:18:21] Epoch 2 | Step 5230 | Loss: 0.7547 | LM: 0.2588 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:18:32] Epoch 2 | Step 5240 | Loss: 0.7547 | LM: 0.2591 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:18:43] Epoch 2 | Step 5250 | Loss: 0.7548 | LM: 0.2593 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:18:55] Epoch 2 | Step 5260 | Loss: 0.7550 | LM: 0.2598 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:19:06] Epoch 2 | Step 5270 | Loss: 0.7550 | LM: 0.2595 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:19:18] Epoch 2 | Step 5280 | Loss: 0.7553 | LM: 0.2605 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:19:30] Epoch 2 | Step 5290 | Loss: 0.7556 | LM: 0.2596 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.295 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:19:41] Epoch 2 | Step 5300 | Loss: 0.7556 | LM: 0.2600 | LB: 1.0088 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:19:52] Epoch 2 | Step 5310 | Loss: 0.7558 | LM: 0.2603 | LB: 1.0087 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:20:04] Epoch 2 | Step 5320 | Loss: 0.7559 | LM: 0.2597 | LB: 1.0087 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:20:16] Epoch 2 | Step 5330 | Loss: 0.7556 | LM: 0.2596 | LB: 1.0087 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:20:27] Epoch 2 | Step 5340 | Loss: 0.7554 | LM: 0.2596 | LB: 1.0087 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:20:39] Epoch 2 | Step 5350 | Loss: 0.7551 | LM: 0.2591 | LB: 1.0086 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:20:50] Epoch 2 | Step 5360 | Loss: 0.7551 | LM: 0.2584 | LB: 1.0086 | CL0: 3.2 | CL1: 3.8 | HR0: 0.315/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:21:01] Epoch 2 | Step 5370 | Loss: 0.7556 | LM: 0.2585 | LB: 1.0085 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:21:12] Epoch 2 | Step 5380 | Loss: 0.7553 | LM: 0.2585 | LB: 1.0085 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:21:24] Epoch 2 | Step 5390 | Loss: 0.7552 | LM: 0.2585 | LB: 1.0085 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.294 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:21:36] Epoch 2 | Step 5400 | Loss: 0.7553 | LM: 0.2576 | LB: 1.0085 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:21:47] Epoch 2 | Step 5410 | Loss: 0.7555 | LM: 0.2576 | LB: 1.0085 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:22:00] Epoch 2 | Step 5420 | Loss: 0.7554 | LM: 0.2577 | LB: 1.0084 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:22:11] Epoch 2 | Step 5430 | Loss: 0.7556 | LM: 0.2576 | LB: 1.0084 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:22:23] Epoch 2 | Step 5440 | Loss: 0.7553 | LM: 0.2572 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:22:34] Epoch 2 | Step 5450 | Loss: 0.7553 | LM: 0.2571 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:22:46] Epoch 2 | Step 5460 | Loss: 0.7552 | LM: 0.2570 | LB: 1.0084 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 02:22:57] Epoch 2 | Step 5470 | Loss: 0.7552 | LM: 0.2566 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:23:08] Epoch 2 | Step 5480 | Loss: 0.7550 | LM: 0.2565 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:23:20] Epoch 2 | Step 5490 | Loss: 0.7547 | LM: 0.2565 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:23:32] Epoch 2 | Step 5500 | Loss: 0.7548 | LM: 0.2567 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:23:43] Epoch 2 | Step 5510 | Loss: 0.7547 | LM: 0.2563 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:23:55] Epoch 2 | Step 5520 | Loss: 0.7550 | LM: 0.2561 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:24:06] Epoch 2 | Step 5530 | Loss: 0.7548 | LM: 0.2560 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:24:18] Epoch 2 | Step 5540 | Loss: 0.7545 | LM: 0.2558 | LB: 1.0084 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:24:30] Epoch 2 | Step 5550 | Loss: 0.7545 | LM: 0.2563 | LB: 1.0084 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:24:41] Epoch 2 | Step 5560 | Loss: 0.7544 | LM: 0.2557 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:24:53] Epoch 2 | Step 5570 | Loss: 0.7542 | LM: 0.2552 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:25:05] Epoch 2 | Step 5580 | Loss: 0.7542 | LM: 0.2551 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:25:16] Epoch 2 | Step 5590 | Loss: 0.7543 | LM: 0.2552 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:25:27] Epoch 2 | Step 5600 | Loss: 0.7543 | LM: 0.2554 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:25:38] Epoch 2 | Step 5610 | Loss: 0.7545 | LM: 0.2559 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:25:49] Epoch 2 | Step 5620 | Loss: 0.7544 | LM: 0.2560 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:26:01] Epoch 2 | Step 5630 | Loss: 0.7545 | LM: 0.2559 | LB: 1.0082 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:26:12] Epoch 2 | Step 5640 | Loss: 0.7547 | LM: 0.2560 | LB: 1.0083 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:26:22] Epoch 2 | Step 5650 | Loss: 0.7547 | LM: 0.2558 | LB: 1.0082 | CL0: 3.2 | CL1: 3.8 | HR0: 0.314/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:26:33] Epoch 2 | Step 5660 | Loss: 0.7545 | LM: 0.2550 | LB: 1.0082 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.293 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:26:44] Epoch 2 | Step 5670 | Loss: 0.7542 | LM: 0.2546 | LB: 1.0082 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:26:55] Epoch 2 | Step 5680 | Loss: 0.7544 | LM: 0.2546 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:27:06] Epoch 2 | Step 5690 | Loss: 0.7543 | LM: 0.2541 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:27:17] Epoch 2 | Step 5700 | Loss: 0.7542 | LM: 0.2541 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:27:29] Epoch 2 | Step 5710 | Loss: 0.7544 | LM: 0.2543 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:27:41] Epoch 2 | Step 5720 | Loss: 0.7548 | LM: 0.2551 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:27:53] Epoch 2 | Step 5730 | Loss: 0.7549 | LM: 0.2552 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:28:05] Epoch 2 | Step 5740 | Loss: 0.7550 | LM: 0.2550 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:28:16] Epoch 2 | Step 5750 | Loss: 0.7551 | LM: 0.2547 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:28:28] Epoch 2 | Step 5760 | Loss: 0.7554 | LM: 0.2550 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:28:40] Epoch 2 | Step 5770 | Loss: 0.7553 | LM: 0.2551 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:28:52] Epoch 2 | Step 5780 | Loss: 0.7554 | LM: 0.2551 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:29:04] Epoch 2 | Step 5790 | Loss: 0.7556 | LM: 0.2553 | LB: 1.0081 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:29:16] Epoch 2 | Step 5800 | Loss: 0.7557 | LM: 0.2554 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:29:27] Epoch 2 | Step 5810 | Loss: 0.7556 | LM: 0.2554 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:29:39] Epoch 2 | Step 5820 | Loss: 0.7559 | LM: 0.2555 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:29:51] Epoch 2 | Step 5830 | Loss: 0.7560 | LM: 0.2552 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:30:03] Epoch 2 | Step 5840 | Loss: 0.7562 | LM: 0.2551 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:30:14] Epoch 2 | Step 5850 | Loss: 0.7564 | LM: 0.2548 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:30:24] Epoch 2 | Step 5860 | Loss: 0.7562 | LM: 0.2545 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:30:36] Epoch 2 | Step 5870 | Loss: 0.7561 | LM: 0.2547 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:30:47] Epoch 2 | Step 5880 | Loss: 0.7560 | LM: 0.2543 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:30:57] Epoch 2 | Step 5890 | Loss: 0.7560 | LM: 0.2540 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:31:08] Epoch 2 | Step 5900 | Loss: 0.7561 | LM: 0.2542 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:31:19] Epoch 2 | Step 5910 | Loss: 0.7560 | LM: 0.2538 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:31:30] Epoch 2 | Step 5920 | Loss: 0.7560 | LM: 0.2537 | LB: 1.0081 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:31:41] Epoch 2 | Step 5930 | Loss: 0.7561 | LM: 0.2539 | LB: 1.0081 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:31:53] Epoch 2 | Step 5940 | Loss: 0.7563 | LM: 0.2537 | LB: 1.0081 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:32:04] Epoch 2 | Step 5950 | Loss: 0.7563 | LM: 0.2537 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:32:15] Epoch 2 | Step 5960 | Loss: 0.7562 | LM: 0.2538 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:32:26] Epoch 2 | Step 5970 | Loss: 0.7561 | LM: 0.2536 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:32:36] Epoch 2 | Step 5980 | Loss: 0.7562 | LM: 0.2536 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:32:47] Epoch 2 | Step 5990 | Loss: 0.7562 | LM: 0.2535 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:32:58] Epoch 2 | Step 6000 | Loss: 0.7562 | LM: 0.2537 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:33:03] Checkpoint saved: outputs/2026-05-24/N_4.0/checkpoints/checkpoint_step_6000.pt +[2026-05-24 02:33:12] Validation | Batch 10/1463 | Loss: 0.7880 | LM_LOSS: 0.2862 | LB_LOSS: 1.0036 +[2026-05-24 02:33:13] Validation | Batch 20/1463 | Loss: 0.7972 | LM_LOSS: 0.2949 | LB_LOSS: 1.0047 +[2026-05-24 02:33:16] Validation | Batch 30/1463 | Loss: 0.7998 | LM_LOSS: 0.2972 | LB_LOSS: 1.0051 +[2026-05-24 02:33:18] Validation | Batch 40/1463 | Loss: 0.8073 | LM_LOSS: 0.3044 | LB_LOSS: 1.0057 +[2026-05-24 02:33:20] Validation | Batch 50/1463 | Loss: 0.8151 | LM_LOSS: 0.3124 | LB_LOSS: 1.0054 +[2026-05-24 02:33:23] Validation | Batch 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Validation | Batch 160/1463 | Loss: 0.8168 | LM_LOSS: 0.3140 | LB_LOSS: 1.0056 +[2026-05-24 02:33:47] Validation | Batch 170/1463 | Loss: 0.8159 | LM_LOSS: 0.3131 | LB_LOSS: 1.0056 +[2026-05-24 02:33:49] Validation | Batch 180/1463 | Loss: 0.8168 | LM_LOSS: 0.3140 | LB_LOSS: 1.0056 +[2026-05-24 02:33:51] Validation | Batch 190/1463 | Loss: 0.8183 | LM_LOSS: 0.3155 | LB_LOSS: 1.0056 +[2026-05-24 02:33:53] Validation | Batch 200/1463 | Loss: 0.8182 | LM_LOSS: 0.3154 | LB_LOSS: 1.0056 +[2026-05-24 02:33:56] Validation | Batch 210/1463 | Loss: 0.8187 | LM_LOSS: 0.3159 | LB_LOSS: 1.0056 +[2026-05-24 02:33:58] Validation | Batch 220/1463 | Loss: 0.8181 | LM_LOSS: 0.3153 | LB_LOSS: 1.0056 +[2026-05-24 02:34:00] Validation | Batch 230/1463 | Loss: 0.8197 | LM_LOSS: 0.3169 | LB_LOSS: 1.0055 +[2026-05-24 02:34:02] Validation | Batch 240/1463 | Loss: 0.8211 | LM_LOSS: 0.3183 | LB_LOSS: 1.0055 +[2026-05-24 02:34:05] Validation | Batch 250/1463 | Loss: 0.8203 | LM_LOSS: 0.3175 | LB_LOSS: 1.0055 +[2026-05-24 02:34:07] Validation | Batch 260/1463 | Loss: 0.8219 | LM_LOSS: 0.3191 | LB_LOSS: 1.0056 +[2026-05-24 02:34:09] Validation | Batch 270/1463 | Loss: 0.8203 | LM_LOSS: 0.3174 | LB_LOSS: 1.0057 +[2026-05-24 02:34:11] Validation | Batch 280/1463 | Loss: 0.8207 | LM_LOSS: 0.3179 | LB_LOSS: 1.0057 +[2026-05-24 02:34:14] Validation | Batch 290/1463 | Loss: 0.8198 | LM_LOSS: 0.3170 | LB_LOSS: 1.0057 +[2026-05-24 02:34:15] Validation | Batch 300/1463 | Loss: 0.8202 | LM_LOSS: 0.3174 | LB_LOSS: 1.0058 +[2026-05-24 02:34:18] Validation | Batch 310/1463 | Loss: 0.8211 | LM_LOSS: 0.3182 | LB_LOSS: 1.0057 +[2026-05-24 02:34:20] Validation | Batch 320/1463 | Loss: 0.8198 | LM_LOSS: 0.3170 | LB_LOSS: 1.0057 +[2026-05-24 02:34:22] Validation | Batch 330/1463 | Loss: 0.8196 | LM_LOSS: 0.3168 | LB_LOSS: 1.0056 +[2026-05-24 02:34:24] Validation | Batch 340/1463 | Loss: 0.8193 | LM_LOSS: 0.3164 | LB_LOSS: 1.0056 +[2026-05-24 02:34:26] Validation | Batch 350/1463 | Loss: 0.8197 | LM_LOSS: 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| Batch 550/1463 | Loss: 0.8184 | LM_LOSS: 0.3156 | LB_LOSS: 1.0057 +[2026-05-24 02:35:11] Validation | Batch 560/1463 | Loss: 0.8187 | LM_LOSS: 0.3158 | LB_LOSS: 1.0058 +[2026-05-24 02:35:13] Validation | Batch 570/1463 | Loss: 0.8187 | LM_LOSS: 0.3158 | LB_LOSS: 1.0058 +[2026-05-24 02:35:15] Validation | Batch 580/1463 | Loss: 0.8182 | LM_LOSS: 0.3154 | LB_LOSS: 1.0057 +[2026-05-24 02:35:18] Validation | Batch 590/1463 | Loss: 0.8180 | LM_LOSS: 0.3151 | LB_LOSS: 1.0058 +[2026-05-24 02:35:20] Validation | Batch 600/1463 | Loss: 0.8182 | LM_LOSS: 0.3153 | LB_LOSS: 1.0058 +[2026-05-24 02:35:23] Validation | Batch 610/1463 | Loss: 0.8184 | LM_LOSS: 0.3155 | LB_LOSS: 1.0058 +[2026-05-24 02:35:25] Validation | Batch 620/1463 | Loss: 0.8178 | LM_LOSS: 0.3149 | LB_LOSS: 1.0058 +[2026-05-24 02:35:27] Validation | Batch 630/1463 | Loss: 0.8173 | LM_LOSS: 0.3143 | LB_LOSS: 1.0058 +[2026-05-24 02:35:29] Validation | Batch 640/1463 | Loss: 0.8171 | LM_LOSS: 0.3142 | LB_LOSS: 1.0058 +[2026-05-24 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1.0058 +[2026-05-24 02:35:51] Validation | Batch 750/1463 | Loss: 0.8164 | LM_LOSS: 0.3135 | LB_LOSS: 1.0058 +[2026-05-24 02:35:53] Validation | Batch 760/1463 | Loss: 0.8163 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:35:55] Validation | Batch 770/1463 | Loss: 0.8162 | LM_LOSS: 0.3133 | LB_LOSS: 1.0059 +[2026-05-24 02:35:57] Validation | Batch 780/1463 | Loss: 0.8161 | LM_LOSS: 0.3132 | LB_LOSS: 1.0058 +[2026-05-24 02:35:58] Validation | Batch 790/1463 | Loss: 0.8164 | LM_LOSS: 0.3135 | LB_LOSS: 1.0058 +[2026-05-24 02:36:00] Validation | Batch 800/1463 | Loss: 0.8164 | LM_LOSS: 0.3135 | LB_LOSS: 1.0058 +[2026-05-24 02:36:02] Validation | Batch 810/1463 | Loss: 0.8160 | LM_LOSS: 0.3131 | LB_LOSS: 1.0058 +[2026-05-24 02:36:04] Validation | Batch 820/1463 | Loss: 0.8162 | LM_LOSS: 0.3133 | LB_LOSS: 1.0058 +[2026-05-24 02:36:06] Validation | Batch 830/1463 | Loss: 0.8164 | LM_LOSS: 0.3135 | LB_LOSS: 1.0058 +[2026-05-24 02:36:09] Validation | Batch 840/1463 | Loss: 0.8165 | LM_LOSS: 0.3136 | LB_LOSS: 1.0058 +[2026-05-24 02:36:11] Validation | Batch 850/1463 | Loss: 0.8168 | LM_LOSS: 0.3139 | LB_LOSS: 1.0058 +[2026-05-24 02:36:13] Validation | Batch 860/1463 | Loss: 0.8170 | LM_LOSS: 0.3141 | LB_LOSS: 1.0058 +[2026-05-24 02:36:16] Validation | Batch 870/1463 | Loss: 0.8170 | LM_LOSS: 0.3141 | LB_LOSS: 1.0058 +[2026-05-24 02:36:18] Validation | Batch 880/1463 | Loss: 0.8162 | LM_LOSS: 0.3133 | LB_LOSS: 1.0058 +[2026-05-24 02:36:20] Validation | Batch 890/1463 | Loss: 0.8163 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:36:22] Validation | Batch 900/1463 | Loss: 0.8159 | LM_LOSS: 0.3130 | LB_LOSS: 1.0058 +[2026-05-24 02:36:24] Validation | Batch 910/1463 | Loss: 0.8159 | LM_LOSS: 0.3130 | LB_LOSS: 1.0058 +[2026-05-24 02:36:27] Validation | Batch 920/1463 | Loss: 0.8160 | LM_LOSS: 0.3131 | LB_LOSS: 1.0058 +[2026-05-24 02:36:29] Validation | Batch 930/1463 | Loss: 0.8156 | LM_LOSS: 0.3127 | LB_LOSS: 1.0058 +[2026-05-24 02:36:31] Validation | Batch 940/1463 | Loss: 0.8154 | LM_LOSS: 0.3125 | LB_LOSS: 1.0058 +[2026-05-24 02:36:33] Validation | Batch 950/1463 | Loss: 0.8156 | LM_LOSS: 0.3127 | LB_LOSS: 1.0058 +[2026-05-24 02:36:35] Validation | Batch 960/1463 | Loss: 0.8156 | LM_LOSS: 0.3127 | LB_LOSS: 1.0058 +[2026-05-24 02:36:38] Validation | Batch 970/1463 | Loss: 0.8157 | LM_LOSS: 0.3128 | LB_LOSS: 1.0058 +[2026-05-24 02:36:40] Validation | Batch 980/1463 | Loss: 0.8160 | LM_LOSS: 0.3131 | LB_LOSS: 1.0057 +[2026-05-24 02:36:42] Validation | Batch 990/1463 | Loss: 0.8163 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:36:44] Validation | Batch 1000/1463 | Loss: 0.8168 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:36:46] Validation | Batch 1010/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:36:49] Validation | Batch 1020/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:36:51] Validation | Batch 1030/1463 | Loss: 0.8174 | LM_LOSS: 0.3145 | LB_LOSS: 1.0058 +[2026-05-24 02:36:53] Validation | Batch 1040/1463 | Loss: 0.8171 | LM_LOSS: 0.3142 | LB_LOSS: 1.0058 +[2026-05-24 02:36:55] Validation | Batch 1050/1463 | Loss: 0.8170 | LM_LOSS: 0.3141 | LB_LOSS: 1.0058 +[2026-05-24 02:36:58] Validation | Batch 1060/1463 | Loss: 0.8170 | LM_LOSS: 0.3141 | LB_LOSS: 1.0058 +[2026-05-24 02:37:00] Validation | Batch 1070/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:37:02] Validation | Batch 1080/1463 | Loss: 0.8168 | LM_LOSS: 0.3138 | LB_LOSS: 1.0058 +[2026-05-24 02:37:04] Validation | Batch 1090/1463 | Loss: 0.8167 | LM_LOSS: 0.3138 | LB_LOSS: 1.0058 +[2026-05-24 02:37:06] Validation | Batch 1100/1463 | Loss: 0.8166 | LM_LOSS: 0.3137 | LB_LOSS: 1.0058 +[2026-05-24 02:37:08] Validation | Batch 1110/1463 | Loss: 0.8165 | LM_LOSS: 0.3136 | LB_LOSS: 1.0058 +[2026-05-24 02:37:10] Validation | Batch 1120/1463 | Loss: 0.8164 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:37:13] Validation | Batch 1130/1463 | Loss: 0.8161 | LM_LOSS: 0.3132 | LB_LOSS: 1.0058 +[2026-05-24 02:37:15] Validation | Batch 1140/1463 | Loss: 0.8163 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:37:17] Validation | Batch 1150/1463 | Loss: 0.8162 | LM_LOSS: 0.3133 | LB_LOSS: 1.0058 +[2026-05-24 02:37:19] Validation | Batch 1160/1463 | Loss: 0.8161 | LM_LOSS: 0.3132 | LB_LOSS: 1.0058 +[2026-05-24 02:37:21] Validation | Batch 1170/1463 | Loss: 0.8161 | LM_LOSS: 0.3132 | LB_LOSS: 1.0058 +[2026-05-24 02:37:24] Validation | Batch 1180/1463 | Loss: 0.8162 | LM_LOSS: 0.3133 | LB_LOSS: 1.0058 +[2026-05-24 02:37:26] Validation | Batch 1190/1463 | Loss: 0.8163 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:37:28] Validation | Batch 1200/1463 | Loss: 0.8163 | LM_LOSS: 0.3134 | LB_LOSS: 1.0058 +[2026-05-24 02:37:30] Validation | Batch 1210/1463 | Loss: 0.8164 | LM_LOSS: 0.3135 | LB_LOSS: 1.0058 +[2026-05-24 02:37:32] Validation | Batch 1220/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:37:34] Validation | Batch 1230/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:37:36] Validation | Batch 1240/1463 | Loss: 0.8171 | LM_LOSS: 0.3142 | LB_LOSS: 1.0058 +[2026-05-24 02:37:39] Validation | Batch 1250/1463 | Loss: 0.8173 | LM_LOSS: 0.3144 | LB_LOSS: 1.0058 +[2026-05-24 02:37:41] Validation | Batch 1260/1463 | Loss: 0.8172 | LM_LOSS: 0.3143 | LB_LOSS: 1.0058 +[2026-05-24 02:37:43] Validation | Batch 1270/1463 | Loss: 0.8170 | LM_LOSS: 0.3141 | LB_LOSS: 1.0058 +[2026-05-24 02:37:46] Validation | Batch 1280/1463 | Loss: 0.8168 | LM_LOSS: 0.3139 | LB_LOSS: 1.0058 +[2026-05-24 02:37:48] Validation | Batch 1290/1463 | Loss: 0.8168 | LM_LOSS: 0.3139 | LB_LOSS: 1.0058 +[2026-05-24 02:37:50] Validation | Batch 1300/1463 | Loss: 0.8166 | LM_LOSS: 0.3137 | LB_LOSS: 1.0058 +[2026-05-24 02:37:52] Validation | Batch 1310/1463 | Loss: 0.8164 | LM_LOSS: 0.3135 | LB_LOSS: 1.0058 +[2026-05-24 02:37:54] Validation | Batch 1320/1463 | Loss: 0.8165 | LM_LOSS: 0.3136 | LB_LOSS: 1.0058 +[2026-05-24 02:37:55] Validation | Batch 1330/1463 | Loss: 0.8166 | LM_LOSS: 0.3137 | LB_LOSS: 1.0058 +[2026-05-24 02:37:57] Validation | Batch 1340/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:38:00] Validation | Batch 1350/1463 | Loss: 0.8169 | LM_LOSS: 0.3140 | LB_LOSS: 1.0058 +[2026-05-24 02:38:02] Validation | Batch 1360/1463 | Loss: 0.8172 | LM_LOSS: 0.3143 | LB_LOSS: 1.0058 +[2026-05-24 02:38:05] Validation | Batch 1370/1463 | Loss: 0.8175 | LM_LOSS: 0.3146 | LB_LOSS: 1.0058 +[2026-05-24 02:38:07] Validation | Batch 1380/1463 | Loss: 0.8172 | LM_LOSS: 0.3143 | LB_LOSS: 1.0058 +[2026-05-24 02:38:09] Validation | Batch 1390/1463 | Loss: 0.8172 | LM_LOSS: 0.3143 | LB_LOSS: 1.0058 +[2026-05-24 02:38:11] Validation | Batch 1400/1463 | Loss: 0.8175 | LM_LOSS: 0.3146 | LB_LOSS: 1.0058 +[2026-05-24 02:38:13] Validation | Batch 1410/1463 | Loss: 0.8177 | LM_LOSS: 0.3148 | LB_LOSS: 1.0058 +[2026-05-24 02:38:15] Validation | Batch 1420/1463 | Loss: 0.8177 | LM_LOSS: 0.3148 | LB_LOSS: 1.0058 +[2026-05-24 02:38:17] Validation | Batch 1430/1463 | Loss: 0.8177 | LM_LOSS: 0.3148 | LB_LOSS: 1.0058 +[2026-05-24 02:38:20] Validation | Batch 1440/1463 | Loss: 0.8181 | LM_LOSS: 0.3152 | LB_LOSS: 1.0058 +[2026-05-24 02:38:22] Validation | Batch 1450/1463 | Loss: 0.8178 | LM_LOSS: 0.3149 | LB_LOSS: 1.0058 +[2026-05-24 02:38:24] Validation | Batch 1460/1463 | Loss: 0.8181 | LM_LOSS: 0.3153 | LB_LOSS: 1.0058 +[2026-05-24 02:38:25] Validation | Batch 1463/1463 | Loss: 0.8180 | LM_LOSS: 0.3151 | LB_LOSS: 1.0058 +[2026-05-24 02:38:25] Validation | Loss: 0.8180 | LM_LOSS: 0.3151 | LB_LOSS: 1.0058 | PPL: 1.37 | Time: 314.92s +[2026-05-24 02:38:36] Epoch 2 | Step 6010 | Loss: 0.7561 | LM: 0.2536 | LB: 1.0080 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:38:46] Epoch 2 | Step 6020 | Loss: 0.7559 | LM: 0.2535 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:38:57] Epoch 2 | Step 6030 | Loss: 0.7559 | LM: 0.2536 | LB: 1.0079 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:39:08] Epoch 2 | Step 6040 | Loss: 0.7561 | LM: 0.2533 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:39:20] Epoch 2 | Step 6050 | Loss: 0.7562 | LM: 0.2538 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:39:31] Epoch 2 | Step 6060 | Loss: 0.7562 | LM: 0.2539 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:39:42] Epoch 2 | Step 6070 | Loss: 0.7561 | LM: 0.2538 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:39:53] Epoch 2 | Step 6080 | Loss: 0.7564 | LM: 0.2540 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:40:04] Epoch 2 | Step 6090 | Loss: 0.7564 | LM: 0.2540 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:40:14] Epoch 2 | Step 6100 | Loss: 0.7565 | LM: 0.2542 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:40:26] Epoch 2 | Step 6110 | Loss: 0.7564 | LM: 0.2545 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:40:36] Epoch 2 | Step 6120 | Loss: 0.7564 | LM: 0.2544 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:40:48] Epoch 2 | Step 6130 | Loss: 0.7564 | LM: 0.2545 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:40:59] Epoch 2 | Step 6140 | Loss: 0.7562 | LM: 0.2544 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:41:11] Epoch 2 | Step 6150 | Loss: 0.7563 | LM: 0.2544 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:41:22] Epoch 2 | Step 6160 | Loss: 0.7562 | LM: 0.2543 | LB: 1.0080 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:41:33] Epoch 2 | Step 6170 | Loss: 0.7562 | LM: 0.2540 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:41:44] Epoch 2 | Step 6180 | Loss: 0.7564 | LM: 0.2540 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:41:55] Epoch 2 | Step 6190 | Loss: 0.7562 | LM: 0.2537 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:42:06] Epoch 2 | Step 6200 | Loss: 0.7563 | LM: 0.2538 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.292 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:42:17] Epoch 2 | Step 6210 | Loss: 0.7563 | LM: 0.2538 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:42:28] Epoch 2 | Step 6220 | Loss: 0.7564 | LM: 0.2541 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:42:40] Epoch 2 | Step 6230 | Loss: 0.7564 | LM: 0.2541 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:42:52] Epoch 2 | Step 6240 | Loss: 0.7565 | LM: 0.2542 | LB: 1.0079 | CL0: 3.2 | CL1: 3.8 | HR0: 0.313/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:43:04] Epoch 2 | Step 6250 | Loss: 0.7565 | LM: 0.2544 | LB: 1.0079 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:43:16] Epoch 2 | Step 6260 | Loss: 0.7564 | LM: 0.2545 | LB: 1.0079 | CL0: 3.2 | CL1: 3.7 | HR0: 0.313/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:43:28] Epoch 2 | Step 6270 | Loss: 0.7565 | LM: 0.2545 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:43:40] Epoch 2 | Step 6280 | Loss: 0.7564 | LM: 0.2541 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:43:52] Epoch 2 | Step 6290 | Loss: 0.7564 | LM: 0.2545 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:44:04] Epoch 2 | Step 6300 | Loss: 0.7564 | LM: 0.2543 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:44:15] Epoch 2 | Step 6310 | Loss: 0.7563 | LM: 0.2541 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:44:27] Epoch 2 | Step 6320 | Loss: 0.7564 | LM: 0.2539 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:44:39] Epoch 2 | Step 6330 | Loss: 0.7563 | LM: 0.2538 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:44:51] Epoch 2 | Step 6340 | Loss: 0.7564 | LM: 0.2537 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:45:03] Epoch 2 | Step 6350 | Loss: 0.7566 | LM: 0.2539 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:45:15] Epoch 2 | Step 6360 | Loss: 0.7565 | LM: 0.2539 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:45:27] Epoch 2 | Step 6370 | Loss: 0.7565 | LM: 0.2537 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:45:39] Epoch 2 | Step 6380 | Loss: 0.7565 | LM: 0.2537 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:45:50] Epoch 2 | Step 6390 | Loss: 0.7564 | LM: 0.2536 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:46:03] Epoch 2 | Step 6400 | Loss: 0.7566 | LM: 0.2538 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:46:15] Epoch 2 | Step 6410 | Loss: 0.7565 | LM: 0.2536 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:46:26] Epoch 2 | Step 6420 | Loss: 0.7566 | LM: 0.2537 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:46:38] Epoch 2 | Step 6430 | Loss: 0.7564 | LM: 0.2531 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:46:50] Epoch 2 | Step 6440 | Loss: 0.7564 | LM: 0.2531 | LB: 1.0078 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:47:02] Epoch 2 | Step 6450 | Loss: 0.7564 | LM: 0.2527 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:47:14] Epoch 2 | Step 6460 | Loss: 0.7564 | LM: 0.2524 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:47:26] Epoch 2 | Step 6470 | Loss: 0.7564 | LM: 0.2526 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:47:37] Epoch 2 | Step 6480 | Loss: 0.7565 | LM: 0.2525 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:47:48] Epoch 2 | Step 6490 | Loss: 0.7564 | LM: 0.2523 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:48:00] Epoch 2 | Step 6500 | Loss: 0.7564 | LM: 0.2522 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:48:11] Epoch 2 | Step 6510 | Loss: 0.7565 | LM: 0.2523 | LB: 1.0078 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:48:22] Epoch 2 | Step 6520 | Loss: 0.7565 | LM: 0.2522 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:48:34] Epoch 2 | Step 6530 | Loss: 0.7564 | LM: 0.2518 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:48:45] Epoch 2 | Step 6540 | Loss: 0.7563 | LM: 0.2518 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:48:57] Epoch 2 | Step 6550 | Loss: 0.7563 | LM: 0.2519 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:49:09] Epoch 2 | Step 6560 | Loss: 0.7562 | LM: 0.2518 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:49:21] Epoch 2 | Step 6570 | Loss: 0.7561 | LM: 0.2513 | LB: 1.0077 | CL0: 3.2 | CL1: 3.8 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:49:32] Epoch 2 | Step 6580 | Loss: 0.7561 | LM: 0.2517 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:49:44] Epoch 2 | Step 6590 | Loss: 0.7562 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:49:56] Epoch 2 | Step 6600 | Loss: 0.7562 | LM: 0.2514 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:50:07] Epoch 2 | Step 6610 | Loss: 0.7563 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:50:18] Epoch 2 | Step 6620 | Loss: 0.7563 | LM: 0.2515 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:50:30] Epoch 2 | Step 6630 | Loss: 0.7563 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:50:41] Epoch 2 | Step 6640 | Loss: 0.7563 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:50:54] Epoch 2 | Step 6650 | Loss: 0.7563 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.268/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 02:51:05] Epoch 2 | Step 6660 | Loss: 0.7562 | LM: 0.2515 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:51:17] Epoch 2 | Step 6670 | Loss: 0.7562 | LM: 0.2512 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:51:28] Epoch 2 | Step 6680 | Loss: 0.7563 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:51:39] Epoch 2 | Step 6690 | Loss: 0.7564 | LM: 0.2514 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:51:51] Epoch 2 | Step 6700 | Loss: 0.7565 | LM: 0.2517 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:52:03] Epoch 2 | Step 6710 | Loss: 0.7564 | LM: 0.2517 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:52:15] Epoch 2 | Step 6720 | Loss: 0.7563 | LM: 0.2515 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:52:26] Epoch 2 | Step 6730 | Loss: 0.7564 | LM: 0.2515 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:52:38] Epoch 2 | Step 6740 | Loss: 0.7562 | LM: 0.2515 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:52:49] Epoch 2 | Step 6750 | Loss: 0.7563 | LM: 0.2517 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:53:00] Epoch 2 | Step 6760 | Loss: 0.7562 | LM: 0.2516 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:53:11] Epoch 2 | Step 6770 | Loss: 0.7561 | LM: 0.2515 | LB: 1.0077 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:53:22] Epoch 2 | Step 6780 | Loss: 0.7560 | LM: 0.2512 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.291 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:53:33] Epoch 2 | Step 6790 | Loss: 0.7561 | LM: 0.2514 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:53:44] Epoch 2 | Step 6800 | Loss: 0.7561 | LM: 0.2515 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:53:55] Epoch 2 | Step 6810 | Loss: 0.7561 | LM: 0.2517 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:54:06] Epoch 2 | Step 6820 | Loss: 0.7560 | LM: 0.2516 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:54:17] Epoch 2 | Step 6830 | Loss: 0.7560 | LM: 0.2515 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:54:28] Epoch 2 | Step 6840 | Loss: 0.7559 | LM: 0.2514 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:54:40] Epoch 2 | Step 6850 | Loss: 0.7558 | LM: 0.2517 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:54:51] Epoch 2 | Step 6860 | Loss: 0.7559 | LM: 0.2517 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:55:02] Epoch 2 | Step 6870 | Loss: 0.7559 | LM: 0.2517 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:55:13] Epoch 2 | Step 6880 | Loss: 0.7560 | LM: 0.2516 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:55:24] Epoch 2 | Step 6890 | Loss: 0.7558 | LM: 0.2517 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:55:35] Epoch 2 | Step 6900 | Loss: 0.7558 | LM: 0.2515 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:55:46] Epoch 2 | Step 6910 | Loss: 0.7557 | LM: 0.2515 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:55:57] Epoch 2 | Step 6920 | Loss: 0.7558 | LM: 0.2515 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:56:08] Epoch 2 | Step 6930 | Loss: 0.7559 | LM: 0.2516 | LB: 1.0076 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:56:19] Epoch 2 | Step 6940 | Loss: 0.7559 | LM: 0.2515 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:56:30] Epoch 2 | Step 6950 | Loss: 0.7559 | LM: 0.2516 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:56:41] Epoch 2 | Step 6960 | Loss: 0.7560 | LM: 0.2516 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:56:52] Epoch 2 | Step 6970 | Loss: 0.7560 | LM: 0.2518 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:57:03] Epoch 2 | Step 6980 | Loss: 0.7560 | LM: 0.2518 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:57:14] Epoch 2 | Step 6990 | Loss: 0.7559 | LM: 0.2516 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:57:25] Epoch 2 | Step 7000 | Loss: 0.7558 | LM: 0.2515 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 02:57:27] Validation | Batch 10/1463 | Loss: 0.7910 | LM_LOSS: 0.2894 | LB_LOSS: 1.0032 +[2026-05-24 02:57:29] Validation | Batch 20/1463 | Loss: 0.8012 | LM_LOSS: 0.2991 | LB_LOSS: 1.0043 +[2026-05-24 02:57:31] Validation | Batch 30/1463 | Loss: 0.8026 | LM_LOSS: 0.3003 | LB_LOSS: 1.0046 +[2026-05-24 02:57:33] Validation | Batch 40/1463 | Loss: 0.8090 | LM_LOSS: 0.3064 | LB_LOSS: 1.0051 +[2026-05-24 02:57:35] Validation | Batch 50/1463 | Loss: 0.8163 | LM_LOSS: 0.3139 | LB_LOSS: 1.0048 +[2026-05-24 02:57:38] Validation | Batch 60/1463 | Loss: 0.8156 | LM_LOSS: 0.3133 | LB_LOSS: 1.0047 +[2026-05-24 02:57:40] Validation | Batch 70/1463 | Loss: 0.8153 | LM_LOSS: 0.3130 | LB_LOSS: 1.0047 +[2026-05-24 02:57:43] Validation | Batch 80/1463 | Loss: 0.8177 | LM_LOSS: 0.3153 | LB_LOSS: 1.0047 +[2026-05-24 02:57:45] Validation | Batch 90/1463 | Loss: 0.8172 | LM_LOSS: 0.3149 | LB_LOSS: 1.0047 +[2026-05-24 02:57:47] Validation | Batch 100/1463 | Loss: 0.8171 | LM_LOSS: 0.3148 | LB_LOSS: 1.0047 +[2026-05-24 02:57:49] Validation | Batch 110/1463 | Loss: 0.8159 | LM_LOSS: 0.3135 | LB_LOSS: 1.0048 +[2026-05-24 02:57:51] Validation | Batch 120/1463 | Loss: 0.8178 | LM_LOSS: 0.3154 | LB_LOSS: 1.0049 +[2026-05-24 02:57:52] Validation | Batch 130/1463 | Loss: 0.8198 | LM_LOSS: 0.3173 | LB_LOSS: 1.0050 +[2026-05-24 02:57:55] Validation | Batch 140/1463 | Loss: 0.8208 | LM_LOSS: 0.3183 | LB_LOSS: 1.0049 +[2026-05-24 02:57:57] Validation | Batch 150/1463 | Loss: 0.8192 | LM_LOSS: 0.3167 | LB_LOSS: 1.0051 +[2026-05-24 02:57:59] Validation | Batch 160/1463 | Loss: 0.8195 | LM_LOSS: 0.3170 | LB_LOSS: 1.0050 +[2026-05-24 02:58:02] Validation | Batch 170/1463 | Loss: 0.8187 | LM_LOSS: 0.3162 | LB_LOSS: 1.0050 +[2026-05-24 02:58:04] Validation | Batch 180/1463 | Loss: 0.8193 | LM_LOSS: 0.3168 | LB_LOSS: 1.0050 +[2026-05-24 02:58:06] Validation | Batch 190/1463 | Loss: 0.8206 | LM_LOSS: 0.3181 | LB_LOSS: 1.0050 +[2026-05-24 02:58:08] Validation | Batch 200/1463 | Loss: 0.8205 | LM_LOSS: 0.3180 | LB_LOSS: 1.0050 +[2026-05-24 02:58:10] Validation | Batch 210/1463 | Loss: 0.8212 | LM_LOSS: 0.3187 | LB_LOSS: 1.0050 +[2026-05-24 02:58:13] Validation | Batch 220/1463 | Loss: 0.8205 | LM_LOSS: 0.3180 | LB_LOSS: 1.0050 +[2026-05-24 02:58:15] Validation | Batch 230/1463 | Loss: 0.8220 | LM_LOSS: 0.3195 | LB_LOSS: 1.0049 +[2026-05-24 02:58:17] Validation | Batch 240/1463 | Loss: 0.8232 | LM_LOSS: 0.3207 | LB_LOSS: 1.0049 +[2026-05-24 02:58:19] Validation | Batch 250/1463 | Loss: 0.8224 | LM_LOSS: 0.3200 | LB_LOSS: 1.0049 +[2026-05-24 02:58:21] Validation | Batch 260/1463 | Loss: 0.8240 | LM_LOSS: 0.3214 | LB_LOSS: 1.0051 +[2026-05-24 02:58:24] Validation | Batch 270/1463 | Loss: 0.8223 | LM_LOSS: 0.3198 | LB_LOSS: 1.0051 +[2026-05-24 02:58:26] Validation | Batch 280/1463 | Loss: 0.8229 | LM_LOSS: 0.3203 | LB_LOSS: 1.0051 +[2026-05-24 02:58:28] Validation | Batch 290/1463 | Loss: 0.8220 | LM_LOSS: 0.3194 | LB_LOSS: 1.0051 +[2026-05-24 02:58:30] Validation | Batch 300/1463 | Loss: 0.8225 | LM_LOSS: 0.3199 | LB_LOSS: 1.0052 +[2026-05-24 02:58:32] Validation | Batch 310/1463 | Loss: 0.8234 | LM_LOSS: 0.3208 | LB_LOSS: 1.0052 +[2026-05-24 02:58:34] Validation | Batch 320/1463 | Loss: 0.8220 | LM_LOSS: 0.3195 | LB_LOSS: 1.0051 +[2026-05-24 02:58:36] Validation | Batch 330/1463 | Loss: 0.8218 | LM_LOSS: 0.3193 | LB_LOSS: 1.0051 +[2026-05-24 02:58:38] Validation | Batch 340/1463 | Loss: 0.8214 | LM_LOSS: 0.3188 | LB_LOSS: 1.0051 +[2026-05-24 02:58:40] Validation | Batch 350/1463 | Loss: 0.8219 | LM_LOSS: 0.3194 | LB_LOSS: 1.0051 +[2026-05-24 02:58:42] Validation | Batch 360/1463 | Loss: 0.8216 | LM_LOSS: 0.3191 | LB_LOSS: 1.0051 +[2026-05-24 02:58:44] Validation | Batch 370/1463 | Loss: 0.8213 | LM_LOSS: 0.3187 | LB_LOSS: 1.0051 +[2026-05-24 02:58:46] Validation | Batch 380/1463 | Loss: 0.8210 | LM_LOSS: 0.3185 | LB_LOSS: 1.0050 +[2026-05-24 02:58:48] Validation | Batch 390/1463 | Loss: 0.8215 | LM_LOSS: 0.3190 | LB_LOSS: 1.0050 +[2026-05-24 02:58:50] Validation | Batch 400/1463 | Loss: 0.8215 | LM_LOSS: 0.3189 | LB_LOSS: 1.0051 +[2026-05-24 02:58:52] Validation | Batch 410/1463 | Loss: 0.8212 | LM_LOSS: 0.3186 | LB_LOSS: 1.0051 +[2026-05-24 02:58:55] Validation | Batch 420/1463 | Loss: 0.8212 | LM_LOSS: 0.3187 | LB_LOSS: 1.0051 +[2026-05-24 02:58:57] Validation | Batch 430/1463 | Loss: 0.8207 | LM_LOSS: 0.3181 | LB_LOSS: 1.0051 +[2026-05-24 02:58:59] Validation | Batch 440/1463 | Loss: 0.8210 | LM_LOSS: 0.3184 | LB_LOSS: 1.0051 +[2026-05-24 02:59:01] Validation | Batch 450/1463 | Loss: 0.8208 | LM_LOSS: 0.3182 | LB_LOSS: 1.0051 +[2026-05-24 02:59:03] Validation | Batch 460/1463 | Loss: 0.8207 | LM_LOSS: 0.3181 | LB_LOSS: 1.0051 +[2026-05-24 02:59:06] Validation | Batch 470/1463 | Loss: 0.8213 | LM_LOSS: 0.3188 | LB_LOSS: 1.0051 +[2026-05-24 02:59:08] Validation | Batch 480/1463 | Loss: 0.8211 | LM_LOSS: 0.3186 | LB_LOSS: 1.0051 +[2026-05-24 02:59:10] Validation | Batch 490/1463 | Loss: 0.8209 | LM_LOSS: 0.3184 | LB_LOSS: 1.0051 +[2026-05-24 02:59:13] Validation | Batch 500/1463 | Loss: 0.8207 | LM_LOSS: 0.3182 | LB_LOSS: 1.0051 +[2026-05-24 02:59:15] Validation | Batch 510/1463 | Loss: 0.8202 | LM_LOSS: 0.3176 | LB_LOSS: 1.0051 +[2026-05-24 02:59:17] Validation | Batch 520/1463 | Loss: 0.8197 | LM_LOSS: 0.3172 | LB_LOSS: 1.0051 +[2026-05-24 02:59:19] Validation | Batch 530/1463 | Loss: 0.8201 | LM_LOSS: 0.3176 | LB_LOSS: 1.0051 +[2026-05-24 02:59:21] Validation | Batch 540/1463 | Loss: 0.8204 | LM_LOSS: 0.3179 | LB_LOSS: 1.0051 +[2026-05-24 02:59:22] Validation | Batch 550/1463 | Loss: 0.8199 | LM_LOSS: 0.3173 | LB_LOSS: 1.0051 +[2026-05-24 02:59:25] Validation | Batch 560/1463 | Loss: 0.8200 | LM_LOSS: 0.3175 | LB_LOSS: 1.0052 +[2026-05-24 02:59:27] Validation | Batch 570/1463 | Loss: 0.8199 | LM_LOSS: 0.3174 | LB_LOSS: 1.0051 +[2026-05-24 02:59:29] Validation | Batch 580/1463 | Loss: 0.8195 | LM_LOSS: 0.3170 | LB_LOSS: 1.0051 +[2026-05-24 02:59:32] Validation | Batch 590/1463 | Loss: 0.8193 | LM_LOSS: 0.3167 | LB_LOSS: 1.0052 +[2026-05-24 02:59:34] Validation | Batch 600/1463 | Loss: 0.8196 | LM_LOSS: 0.3170 | LB_LOSS: 1.0052 +[2026-05-24 02:59:36] Validation | Batch 610/1463 | Loss: 0.8197 | LM_LOSS: 0.3171 | LB_LOSS: 1.0052 +[2026-05-24 02:59:38] Validation | Batch 620/1463 | Loss: 0.8192 | LM_LOSS: 0.3166 | LB_LOSS: 1.0052 +[2026-05-24 02:59:41] Validation | Batch 630/1463 | Loss: 0.8187 | LM_LOSS: 0.3161 | LB_LOSS: 1.0052 +[2026-05-24 02:59:43] Validation | Batch 640/1463 | Loss: 0.8186 | LM_LOSS: 0.3160 | LB_LOSS: 1.0052 +[2026-05-24 02:59:44] Validation | Batch 650/1463 | Loss: 0.8181 | LM_LOSS: 0.3155 | LB_LOSS: 1.0052 +[2026-05-24 02:59:46] Validation | Batch 660/1463 | Loss: 0.8176 | LM_LOSS: 0.3150 | LB_LOSS: 1.0052 +[2026-05-24 02:59:48] Validation | Batch 670/1463 | Loss: 0.8173 | LM_LOSS: 0.3147 | LB_LOSS: 1.0052 +[2026-05-24 02:59:50] Validation | Batch 680/1463 | Loss: 0.8172 | LM_LOSS: 0.3146 | LB_LOSS: 1.0051 +[2026-05-24 02:59:53] Validation | Batch 690/1463 | Loss: 0.8175 | LM_LOSS: 0.3149 | LB_LOSS: 1.0052 +[2026-05-24 02:59:55] Validation | Batch 700/1463 | Loss: 0.8175 | LM_LOSS: 0.3149 | LB_LOSS: 1.0052 +[2026-05-24 02:59:56] Validation | Batch 710/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 02:59:59] Validation | Batch 720/1463 | Loss: 0.8184 | LM_LOSS: 0.3158 | LB_LOSS: 1.0052 +[2026-05-24 03:00:01] Validation | Batch 730/1463 | Loss: 0.8183 | LM_LOSS: 0.3157 | LB_LOSS: 1.0052 +[2026-05-24 03:00:02] Validation | Batch 740/1463 | Loss: 0.8179 | LM_LOSS: 0.3153 | LB_LOSS: 1.0052 +[2026-05-24 03:00:04] Validation | Batch 750/1463 | Loss: 0.8178 | LM_LOSS: 0.3152 | LB_LOSS: 1.0052 +[2026-05-24 03:00:06] Validation | Batch 760/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:00:08] Validation | Batch 770/1463 | Loss: 0.8176 | LM_LOSS: 0.3149 | LB_LOSS: 1.0052 +[2026-05-24 03:00:10] Validation | Batch 780/1463 | Loss: 0.8175 | LM_LOSS: 0.3149 | LB_LOSS: 1.0052 +[2026-05-24 03:00:11] Validation | Batch 790/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:00:13] Validation | Batch 800/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:00:15] Validation | Batch 810/1463 | Loss: 0.8173 | LM_LOSS: 0.3147 | LB_LOSS: 1.0052 +[2026-05-24 03:00:17] Validation | Batch 820/1463 | Loss: 0.8176 | LM_LOSS: 0.3150 | LB_LOSS: 1.0052 +[2026-05-24 03:00:19] Validation | Batch 830/1463 | Loss: 0.8179 | LM_LOSS: 0.3153 | LB_LOSS: 1.0052 +[2026-05-24 03:00:22] Validation | Batch 840/1463 | Loss: 0.8179 | LM_LOSS: 0.3153 | LB_LOSS: 1.0052 +[2026-05-24 03:00:24] Validation | Batch 850/1463 | Loss: 0.8182 | LM_LOSS: 0.3156 | LB_LOSS: 1.0052 +[2026-05-24 03:00:26] Validation | Batch 860/1463 | Loss: 0.8183 | LM_LOSS: 0.3157 | LB_LOSS: 1.0052 +[2026-05-24 03:00:28] Validation | Batch 870/1463 | Loss: 0.8184 | LM_LOSS: 0.3158 | LB_LOSS: 1.0052 +[2026-05-24 03:00:30] Validation | Batch 880/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:00:32] Validation | Batch 890/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:00:35] Validation | Batch 900/1463 | Loss: 0.8173 | LM_LOSS: 0.3147 | LB_LOSS: 1.0052 +[2026-05-24 03:00:37] Validation | Batch 910/1463 | Loss: 0.8173 | LM_LOSS: 0.3147 | LB_LOSS: 1.0052 +[2026-05-24 03:00:39] Validation | Batch 920/1463 | Loss: 0.8174 | LM_LOSS: 0.3148 | LB_LOSS: 1.0052 +[2026-05-24 03:00:41] Validation | Batch 930/1463 | Loss: 0.8172 | LM_LOSS: 0.3146 | LB_LOSS: 1.0052 +[2026-05-24 03:00:43] Validation | Batch 940/1463 | Loss: 0.8169 | LM_LOSS: 0.3143 | LB_LOSS: 1.0052 +[2026-05-24 03:00:46] Validation | Batch 950/1463 | Loss: 0.8171 | LM_LOSS: 0.3146 | LB_LOSS: 1.0052 +[2026-05-24 03:00:48] Validation | Batch 960/1463 | Loss: 0.8172 | LM_LOSS: 0.3146 | LB_LOSS: 1.0052 +[2026-05-24 03:00:50] Validation | Batch 970/1463 | Loss: 0.8173 | LM_LOSS: 0.3147 | LB_LOSS: 1.0051 +[2026-05-24 03:00:53] Validation | Batch 980/1463 | Loss: 0.8176 | LM_LOSS: 0.3150 | LB_LOSS: 1.0051 +[2026-05-24 03:00:54] Validation | Batch 990/1463 | Loss: 0.8178 | LM_LOSS: 0.3152 | LB_LOSS: 1.0051 +[2026-05-24 03:00:56] Validation | Batch 1000/1463 | Loss: 0.8184 | LM_LOSS: 0.3158 | LB_LOSS: 1.0051 +[2026-05-24 03:00:59] Validation | Batch 1010/1463 | Loss: 0.8184 | LM_LOSS: 0.3159 | LB_LOSS: 1.0052 +[2026-05-24 03:01:01] Validation | Batch 1020/1463 | Loss: 0.8185 | LM_LOSS: 0.3160 | LB_LOSS: 1.0052 +[2026-05-24 03:01:04] Validation | Batch 1030/1463 | Loss: 0.8191 | LM_LOSS: 0.3165 | LB_LOSS: 1.0052 +[2026-05-24 03:01:05] Validation | Batch 1040/1463 | Loss: 0.8187 | LM_LOSS: 0.3161 | LB_LOSS: 1.0052 +[2026-05-24 03:01:08] Validation | Batch 1050/1463 | Loss: 0.8185 | LM_LOSS: 0.3160 | LB_LOSS: 1.0052 +[2026-05-24 03:01:10] Validation | Batch 1060/1463 | Loss: 0.8185 | LM_LOSS: 0.3159 | LB_LOSS: 1.0052 +[2026-05-24 03:01:12] Validation | Batch 1070/1463 | Loss: 0.8185 | LM_LOSS: 0.3159 | LB_LOSS: 1.0052 +[2026-05-24 03:01:14] Validation | Batch 1080/1463 | Loss: 0.8183 | LM_LOSS: 0.3157 | LB_LOSS: 1.0052 +[2026-05-24 03:01:16] Validation | Batch 1090/1463 | Loss: 0.8183 | LM_LOSS: 0.3157 | LB_LOSS: 1.0052 +[2026-05-24 03:01:18] Validation | Batch 1100/1463 | Loss: 0.8181 | LM_LOSS: 0.3155 | LB_LOSS: 1.0052 +[2026-05-24 03:01:20] Validation | Batch 1110/1463 | Loss: 0.8181 | LM_LOSS: 0.3155 | LB_LOSS: 1.0052 +[2026-05-24 03:01:22] Validation | Batch 1120/1463 | Loss: 0.8180 | LM_LOSS: 0.3154 | LB_LOSS: 1.0052 +[2026-05-24 03:01:25] Validation | Batch 1130/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:01:27] Validation | Batch 1140/1463 | Loss: 0.8179 | LM_LOSS: 0.3153 | LB_LOSS: 1.0052 +[2026-05-24 03:01:29] Validation | Batch 1150/1463 | Loss: 0.8178 | LM_LOSS: 0.3152 | LB_LOSS: 1.0052 +[2026-05-24 03:01:31] Validation | Batch 1160/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:01:33] Validation | Batch 1170/1463 | Loss: 0.8177 | LM_LOSS: 0.3151 | LB_LOSS: 1.0052 +[2026-05-24 03:01:35] Validation | Batch 1180/1463 | Loss: 0.8178 | LM_LOSS: 0.3152 | LB_LOSS: 1.0052 +[2026-05-24 03:01:38] Validation | Batch 1190/1463 | Loss: 0.8179 | LM_LOSS: 0.3153 | LB_LOSS: 1.0052 +[2026-05-24 03:01:40] Validation | Batch 1200/1463 | Loss: 0.8179 | LM_LOSS: 0.3153 | LB_LOSS: 1.0052 +[2026-05-24 03:01:42] Validation | Batch 1210/1463 | Loss: 0.8181 | LM_LOSS: 0.3155 | LB_LOSS: 1.0052 +[2026-05-24 03:01:44] Validation | Batch 1220/1463 | Loss: 0.8186 | LM_LOSS: 0.3160 | LB_LOSS: 1.0052 +[2026-05-24 03:01:46] Validation | Batch 1230/1463 | Loss: 0.8185 | LM_LOSS: 0.3159 | LB_LOSS: 1.0052 +[2026-05-24 03:01:48] Validation | Batch 1240/1463 | Loss: 0.8188 | LM_LOSS: 0.3162 | LB_LOSS: 1.0052 +[2026-05-24 03:01:50] Validation | Batch 1250/1463 | Loss: 0.8189 | LM_LOSS: 0.3164 | LB_LOSS: 1.0052 +[2026-05-24 03:01:53] Validation | Batch 1260/1463 | Loss: 0.8188 | LM_LOSS: 0.3162 | LB_LOSS: 1.0052 +[2026-05-24 03:01:55] Validation | Batch 1270/1463 | Loss: 0.8186 | LM_LOSS: 0.3160 | LB_LOSS: 1.0052 +[2026-05-24 03:01:57] Validation | Batch 1280/1463 | Loss: 0.8184 | LM_LOSS: 0.3158 | LB_LOSS: 1.0052 +[2026-05-24 03:01:59] Validation | Batch 1290/1463 | Loss: 0.8183 | LM_LOSS: 0.3158 | LB_LOSS: 1.0052 +[2026-05-24 03:02:01] Validation | Batch 1300/1463 | Loss: 0.8181 | LM_LOSS: 0.3155 | LB_LOSS: 1.0052 +[2026-05-24 03:02:04] Validation | Batch 1310/1463 | Loss: 0.8180 | LM_LOSS: 0.3154 | LB_LOSS: 1.0052 +[2026-05-24 03:02:05] Validation | Batch 1320/1463 | Loss: 0.8180 | LM_LOSS: 0.3154 | LB_LOSS: 1.0052 +[2026-05-24 03:02:07] Validation | Batch 1330/1463 | Loss: 0.8181 | LM_LOSS: 0.3155 | LB_LOSS: 1.0052 +[2026-05-24 03:02:09] Validation | Batch 1340/1463 | Loss: 0.8184 | LM_LOSS: 0.3158 | LB_LOSS: 1.0052 +[2026-05-24 03:02:11] Validation | Batch 1350/1463 | Loss: 0.8184 | LM_LOSS: 0.3158 | LB_LOSS: 1.0052 +[2026-05-24 03:02:14] Validation | Batch 1360/1463 | Loss: 0.8187 | LM_LOSS: 0.3161 | LB_LOSS: 1.0052 +[2026-05-24 03:02:16] Validation | Batch 1370/1463 | Loss: 0.8190 | LM_LOSS: 0.3165 | LB_LOSS: 1.0052 +[2026-05-24 03:02:18] Validation | Batch 1380/1463 | Loss: 0.8187 | LM_LOSS: 0.3162 | LB_LOSS: 1.0052 +[2026-05-24 03:02:20] Validation | Batch 1390/1463 | Loss: 0.8187 | LM_LOSS: 0.3161 | LB_LOSS: 1.0052 +[2026-05-24 03:02:22] Validation | Batch 1400/1463 | Loss: 0.8189 | LM_LOSS: 0.3164 | LB_LOSS: 1.0051 +[2026-05-24 03:02:24] Validation | Batch 1410/1463 | Loss: 0.8192 | LM_LOSS: 0.3166 | LB_LOSS: 1.0052 +[2026-05-24 03:02:26] Validation | Batch 1420/1463 | Loss: 0.8192 | LM_LOSS: 0.3166 | LB_LOSS: 1.0052 +[2026-05-24 03:02:28] Validation | Batch 1430/1463 | Loss: 0.8192 | LM_LOSS: 0.3167 | LB_LOSS: 1.0052 +[2026-05-24 03:02:31] Validation | Batch 1440/1463 | Loss: 0.8196 | LM_LOSS: 0.3171 | LB_LOSS: 1.0052 +[2026-05-24 03:02:33] Validation | Batch 1450/1463 | Loss: 0.8194 | LM_LOSS: 0.3168 | LB_LOSS: 1.0051 +[2026-05-24 03:02:35] Validation | Batch 1460/1463 | Loss: 0.8197 | LM_LOSS: 0.3171 | LB_LOSS: 1.0051 +[2026-05-24 03:02:36] Validation | Batch 1463/1463 | Loss: 0.8196 | LM_LOSS: 0.3170 | LB_LOSS: 1.0051 +[2026-05-24 03:02:36] Validation | Loss: 0.8196 | LM_LOSS: 0.3170 | LB_LOSS: 1.0051 | PPL: 1.37 | Time: 310.59s +[2026-05-24 03:02:47] Epoch 2 | Step 7010 | Loss: 0.7559 | LM: 0.2520 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:02:58] Epoch 2 | Step 7020 | Loss: 0.7560 | LM: 0.2521 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:03:09] Epoch 2 | Step 7030 | Loss: 0.7560 | LM: 0.2523 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:03:20] Epoch 2 | Step 7040 | Loss: 0.7560 | LM: 0.2523 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:03:32] Epoch 2 | Step 7050 | Loss: 0.7561 | LM: 0.2524 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:03:42] Epoch 2 | Step 7060 | Loss: 0.7560 | LM: 0.2524 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:03:54] Epoch 2 | Step 7070 | Loss: 0.7559 | LM: 0.2524 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:04:05] Epoch 2 | Step 7080 | Loss: 0.7560 | LM: 0.2525 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:04:16] Epoch 2 | Step 7090 | Loss: 0.7559 | LM: 0.2524 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.312/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:04:27] Epoch 2 | Step 7100 | Loss: 0.7560 | LM: 0.2523 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:04:38] Epoch 2 | Step 7110 | Loss: 0.7559 | LM: 0.2520 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:04:49] Epoch 2 | Step 7120 | Loss: 0.7558 | LM: 0.2518 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:05:00] Epoch 2 | Step 7130 | Loss: 0.7557 | LM: 0.2517 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:05:11] Epoch 2 | Step 7140 | Loss: 0.7558 | LM: 0.2516 | LB: 1.0075 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:05:22] Epoch 2 | Step 7150 | Loss: 0.7558 | LM: 0.2517 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:05:33] Epoch 2 | Step 7160 | Loss: 0.7559 | LM: 0.2517 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:05:44] Epoch 2 | Step 7170 | Loss: 0.7558 | LM: 0.2516 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:05:55] Epoch 2 | Step 7180 | Loss: 0.7558 | LM: 0.2514 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:06:06] Epoch 2 | Step 7190 | Loss: 0.7558 | LM: 0.2513 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:06:17] Epoch 2 | Step 7200 | Loss: 0.7557 | LM: 0.2512 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:06:29] Epoch 2 | Step 7210 | Loss: 0.7557 | LM: 0.2512 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:06:40] Epoch 2 | Step 7220 | Loss: 0.7557 | LM: 0.2515 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:06:52] Epoch 2 | Step 7230 | Loss: 0.7557 | LM: 0.2514 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:07:04] Epoch 2 | Step 7240 | Loss: 0.7557 | LM: 0.2516 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:07:16] Epoch 2 | Step 7250 | Loss: 0.7557 | LM: 0.2516 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:07:28] Epoch 2 | Step 7260 | Loss: 0.7558 | LM: 0.2519 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:07:40] Epoch 2 | Step 7270 | Loss: 0.7558 | LM: 0.2518 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:07:52] Epoch 2 | Step 7280 | Loss: 0.7558 | LM: 0.2519 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:08:03] Epoch 2 | Step 7290 | Loss: 0.7559 | LM: 0.2520 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:08:14] Epoch 2 | Step 7300 | Loss: 0.7559 | LM: 0.2521 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:08:25] Epoch 2 | Step 7310 | Loss: 0.7559 | LM: 0.2518 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:08:36] Epoch 2 | Step 7320 | Loss: 0.7558 | LM: 0.2519 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.290 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:08:47] Epoch 2 | Step 7330 | Loss: 0.7557 | LM: 0.2517 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:08:57] Epoch 2 | Step 7340 | Loss: 0.7557 | LM: 0.2517 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:09:09] Epoch 2 | Step 7350 | Loss: 0.7556 | LM: 0.2518 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:09:20] Epoch 2 | Step 7360 | Loss: 0.7556 | LM: 0.2519 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:09:31] Epoch 2 | Step 7370 | Loss: 0.7556 | LM: 0.2519 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:09:42] Epoch 2 | Step 7380 | Loss: 0.7556 | LM: 0.2519 | LB: 1.0074 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:09:54] Epoch 2 | Step 7390 | Loss: 0.7557 | LM: 0.2522 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:10:06] Epoch 2 | Step 7400 | Loss: 0.7558 | LM: 0.2521 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:10:18] Epoch 2 | Step 7410 | Loss: 0.7557 | LM: 0.2520 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:10:29] Epoch 2 | Step 7420 | Loss: 0.7557 | LM: 0.2519 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:10:41] Epoch 2 | Step 7430 | Loss: 0.7557 | LM: 0.2521 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:10:52] Epoch 2 | Step 7440 | Loss: 0.7557 | LM: 0.2520 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:11:03] Epoch 2 | Step 7450 | Loss: 0.7557 | LM: 0.2518 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:11:15] Epoch 2 | Step 7460 | Loss: 0.7557 | LM: 0.2519 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:11:26] Epoch 2 | Step 7470 | Loss: 0.7557 | LM: 0.2520 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:11:37] Epoch 2 | Step 7480 | Loss: 0.7557 | LM: 0.2520 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:11:48] Epoch 2 | Step 7490 | Loss: 0.7557 | LM: 0.2521 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:12:00] Epoch 2 | Step 7500 | Loss: 0.7557 | LM: 0.2522 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:12:11] Epoch 2 | Step 7510 | Loss: 0.7557 | LM: 0.2519 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:12:23] Epoch 2 | Step 7520 | Loss: 0.7557 | LM: 0.2519 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:12:35] Epoch 2 | Step 7530 | Loss: 0.7556 | LM: 0.2518 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:12:46] Epoch 2 | Step 7540 | Loss: 0.7556 | LM: 0.2519 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:12:58] Epoch 2 | Step 7550 | Loss: 0.7557 | LM: 0.2520 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:13:10] Epoch 2 | Step 7560 | Loss: 0.7557 | LM: 0.2520 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:13:21] Epoch 2 | Step 7570 | Loss: 0.7556 | LM: 0.2519 | LB: 1.0073 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:13:32] Epoch 2 | Step 7580 | Loss: 0.7555 | LM: 0.2520 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:13:44] Epoch 2 | Step 7590 | Loss: 0.7556 | LM: 0.2523 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:13:55] Epoch 2 | Step 7600 | Loss: 0.7557 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:14:07] Epoch 2 | Step 7610 | Loss: 0.7556 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:14:18] Epoch 2 | Step 7620 | Loss: 0.7556 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:14:29] Epoch 2 | Step 7630 | Loss: 0.7556 | LM: 0.2521 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:14:40] Epoch 2 | Step 7640 | Loss: 0.7555 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:14:51] Epoch 2 | Step 7650 | Loss: 0.7556 | LM: 0.2524 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:15:03] Epoch 2 | Step 7660 | Loss: 0.7556 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:15:14] Epoch 2 | Step 7670 | Loss: 0.7555 | LM: 0.2521 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:15:25] Epoch 2 | Step 7680 | Loss: 0.7554 | LM: 0.2520 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:15:36] Epoch 2 | Step 7690 | Loss: 0.7554 | LM: 0.2521 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:15:47] Epoch 2 | Step 7700 | Loss: 0.7555 | LM: 0.2520 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:15:58] Epoch 2 | Step 7710 | Loss: 0.7554 | LM: 0.2521 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:16:09] Epoch 2 | Step 7720 | Loss: 0.7555 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:16:21] Epoch 2 | Step 7730 | Loss: 0.7555 | LM: 0.2521 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:16:32] Epoch 2 | Step 7740 | Loss: 0.7556 | LM: 0.2522 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:16:43] Epoch 2 | Step 7750 | Loss: 0.7557 | LM: 0.2524 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:16:55] Epoch 2 | Step 7760 | Loss: 0.7557 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:17:07] Epoch 2 | Step 7770 | Loss: 0.7557 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:17:19] Epoch 2 | Step 7780 | Loss: 0.7557 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:17:30] Epoch 2 | Step 7790 | Loss: 0.7558 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:17:42] Epoch 2 | Step 7800 | Loss: 0.7558 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:17:54] Epoch 2 | Step 7810 | Loss: 0.7558 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:18:06] Epoch 2 | Step 7820 | Loss: 0.7559 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:18:18] Epoch 2 | Step 7830 | Loss: 0.7559 | LM: 0.2528 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:18:29] Epoch 2 | Step 7840 | Loss: 0.7560 | LM: 0.2528 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:18:40] Epoch 2 | Step 7850 | Loss: 0.7560 | LM: 0.2529 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:18:51] Epoch 2 | Step 7860 | Loss: 0.7559 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:19:02] Epoch 2 | Step 7870 | Loss: 0.7559 | LM: 0.2528 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:19:13] Epoch 2 | Step 7880 | Loss: 0.7559 | LM: 0.2529 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:19:24] Epoch 2 | Step 7890 | Loss: 0.7558 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:19:35] Epoch 2 | Step 7900 | Loss: 0.7558 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:19:46] Epoch 2 | Step 7910 | Loss: 0.7558 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:19:57] Epoch 2 | Step 7920 | Loss: 0.7557 | LM: 0.2528 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:20:08] Epoch 2 | Step 7930 | Loss: 0.7556 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:20:19] Epoch 2 | Step 7940 | Loss: 0.7556 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:20:29] Epoch 2 | Step 7950 | Loss: 0.7556 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:20:40] Epoch 2 | Step 7960 | Loss: 0.7557 | LM: 0.2528 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:20:52] Epoch 2 | Step 7970 | Loss: 0.7558 | LM: 0.2528 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:21:02] Epoch 2 | Step 7980 | Loss: 0.7557 | LM: 0.2529 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:21:13] Epoch 2 | Step 7990 | Loss: 0.7557 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:21:24] Epoch 2 | Step 8000 | Loss: 0.7557 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:21:26] Validation | Batch 10/1463 | Loss: 0.7851 | LM_LOSS: 0.2837 | LB_LOSS: 1.0027 +[2026-05-24 03:21:28] Validation | Batch 20/1463 | Loss: 0.7965 | LM_LOSS: 0.2946 | LB_LOSS: 1.0038 +[2026-05-24 03:21:30] Validation | Batch 30/1463 | Loss: 0.7983 | LM_LOSS: 0.2963 | LB_LOSS: 1.0041 +[2026-05-24 03:21:32] Validation | Batch 40/1463 | Loss: 0.8048 | LM_LOSS: 0.3025 | LB_LOSS: 1.0046 +[2026-05-24 03:21:34] Validation | Batch 50/1463 | Loss: 0.8133 | LM_LOSS: 0.3111 | LB_LOSS: 1.0043 +[2026-05-24 03:21:37] Validation | Batch 60/1463 | Loss: 0.8126 | LM_LOSS: 0.3105 | LB_LOSS: 1.0042 +[2026-05-24 03:21:39] Validation | Batch 70/1463 | Loss: 0.8112 | LM_LOSS: 0.3090 | LB_LOSS: 1.0043 +[2026-05-24 03:21:42] Validation | Batch 80/1463 | Loss: 0.8136 | LM_LOSS: 0.3115 | LB_LOSS: 1.0043 +[2026-05-24 03:21:44] Validation | Batch 90/1463 | Loss: 0.8133 | LM_LOSS: 0.3112 | LB_LOSS: 1.0042 +[2026-05-24 03:21:46] Validation | Batch 100/1463 | Loss: 0.8135 | LM_LOSS: 0.3114 | LB_LOSS: 1.0042 +[2026-05-24 03:21:48] Validation | Batch 110/1463 | Loss: 0.8118 | LM_LOSS: 0.3096 | LB_LOSS: 1.0044 +[2026-05-24 03:21:50] Validation | Batch 120/1463 | Loss: 0.8137 | LM_LOSS: 0.3115 | LB_LOSS: 1.0044 +[2026-05-24 03:21:52] Validation | Batch 130/1463 | Loss: 0.8156 | LM_LOSS: 0.3133 | LB_LOSS: 1.0045 +[2026-05-24 03:21:54] Validation | Batch 140/1463 | Loss: 0.8168 | LM_LOSS: 0.3146 | LB_LOSS: 1.0044 +[2026-05-24 03:21:56] Validation | Batch 150/1463 | Loss: 0.8150 | LM_LOSS: 0.3127 | LB_LOSS: 1.0046 +[2026-05-24 03:21:58] Validation | Batch 160/1463 | Loss: 0.8152 | LM_LOSS: 0.3130 | LB_LOSS: 1.0045 +[2026-05-24 03:22:01] Validation | Batch 170/1463 | Loss: 0.8147 | LM_LOSS: 0.3124 | LB_LOSS: 1.0045 +[2026-05-24 03:22:03] Validation | Batch 180/1463 | Loss: 0.8153 | LM_LOSS: 0.3131 | LB_LOSS: 1.0045 +[2026-05-24 03:22:05] Validation | Batch 190/1463 | Loss: 0.8167 | LM_LOSS: 0.3145 | LB_LOSS: 1.0045 +[2026-05-24 03:22:07] Validation | Batch 200/1463 | Loss: 0.8168 | LM_LOSS: 0.3145 | LB_LOSS: 1.0045 +[2026-05-24 03:22:09] Validation | Batch 210/1463 | Loss: 0.8175 | LM_LOSS: 0.3153 | LB_LOSS: 1.0045 +[2026-05-24 03:22:12] Validation | Batch 220/1463 | Loss: 0.8169 | LM_LOSS: 0.3146 | LB_LOSS: 1.0045 +[2026-05-24 03:22:14] Validation | Batch 230/1463 | Loss: 0.8184 | LM_LOSS: 0.3162 | LB_LOSS: 1.0045 +[2026-05-24 03:22:16] Validation | Batch 240/1463 | Loss: 0.8198 | LM_LOSS: 0.3176 | LB_LOSS: 1.0044 +[2026-05-24 03:22:18] Validation | Batch 250/1463 | Loss: 0.8191 | LM_LOSS: 0.3168 | LB_LOSS: 1.0044 +[2026-05-24 03:22:20] Validation | Batch 260/1463 | Loss: 0.8208 | LM_LOSS: 0.3185 | LB_LOSS: 1.0046 +[2026-05-24 03:22:23] Validation | Batch 270/1463 | Loss: 0.8193 | LM_LOSS: 0.3170 | LB_LOSS: 1.0046 +[2026-05-24 03:22:25] Validation | Batch 280/1463 | Loss: 0.8199 | LM_LOSS: 0.3176 | LB_LOSS: 1.0046 +[2026-05-24 03:22:27] Validation | Batch 290/1463 | Loss: 0.8190 | LM_LOSS: 0.3167 | LB_LOSS: 1.0046 +[2026-05-24 03:22:29] Validation | Batch 300/1463 | Loss: 0.8194 | LM_LOSS: 0.3171 | LB_LOSS: 1.0047 +[2026-05-24 03:22:31] Validation | Batch 310/1463 | Loss: 0.8202 | LM_LOSS: 0.3179 | LB_LOSS: 1.0046 +[2026-05-24 03:22:33] Validation | Batch 320/1463 | Loss: 0.8190 | LM_LOSS: 0.3167 | LB_LOSS: 1.0046 +[2026-05-24 03:22:35] Validation | Batch 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Validation | Batch 430/1463 | Loss: 0.8181 | LM_LOSS: 0.3158 | LB_LOSS: 1.0046 +[2026-05-24 03:22:58] Validation | Batch 440/1463 | Loss: 0.8183 | LM_LOSS: 0.3160 | LB_LOSS: 1.0046 +[2026-05-24 03:23:00] Validation | Batch 450/1463 | Loss: 0.8181 | LM_LOSS: 0.3157 | LB_LOSS: 1.0046 +[2026-05-24 03:23:02] Validation | Batch 460/1463 | Loss: 0.8179 | LM_LOSS: 0.3156 | LB_LOSS: 1.0046 +[2026-05-24 03:23:04] Validation | Batch 470/1463 | Loss: 0.8186 | LM_LOSS: 0.3163 | LB_LOSS: 1.0046 +[2026-05-24 03:23:07] Validation | Batch 480/1463 | Loss: 0.8184 | LM_LOSS: 0.3161 | LB_LOSS: 1.0046 +[2026-05-24 03:23:09] Validation | Batch 490/1463 | Loss: 0.8183 | LM_LOSS: 0.3160 | LB_LOSS: 1.0046 +[2026-05-24 03:23:12] Validation | Batch 500/1463 | Loss: 0.8181 | LM_LOSS: 0.3158 | LB_LOSS: 1.0046 +[2026-05-24 03:23:14] Validation | Batch 510/1463 | Loss: 0.8175 | LM_LOSS: 0.3152 | LB_LOSS: 1.0046 +[2026-05-24 03:23:16] Validation | Batch 520/1463 | Loss: 0.8172 | LM_LOSS: 0.3149 | LB_LOSS: 1.0046 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0.3143 | LB_LOSS: 1.0047 +[2026-05-24 03:23:39] Validation | Batch 630/1463 | Loss: 0.8162 | LM_LOSS: 0.3139 | LB_LOSS: 1.0047 +[2026-05-24 03:23:41] Validation | Batch 640/1463 | Loss: 0.8161 | LM_LOSS: 0.3137 | LB_LOSS: 1.0047 +[2026-05-24 03:23:43] Validation | Batch 650/1463 | Loss: 0.8156 | LM_LOSS: 0.3133 | LB_LOSS: 1.0047 +[2026-05-24 03:23:45] Validation | Batch 660/1463 | Loss: 0.8151 | LM_LOSS: 0.3128 | LB_LOSS: 1.0047 +[2026-05-24 03:23:47] Validation | Batch 670/1463 | Loss: 0.8147 | LM_LOSS: 0.3124 | LB_LOSS: 1.0047 +[2026-05-24 03:23:49] Validation | Batch 680/1463 | Loss: 0.8146 | LM_LOSS: 0.3123 | LB_LOSS: 1.0047 +[2026-05-24 03:23:51] Validation | Batch 690/1463 | Loss: 0.8149 | LM_LOSS: 0.3125 | LB_LOSS: 1.0047 +[2026-05-24 03:23:53] Validation | Batch 700/1463 | Loss: 0.8147 | LM_LOSS: 0.3124 | LB_LOSS: 1.0047 +[2026-05-24 03:23:55] Validation | Batch 710/1463 | Loss: 0.8150 | LM_LOSS: 0.3126 | LB_LOSS: 1.0047 +[2026-05-24 03:23:58] Validation | Batch 720/1463 | 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| Batch 820/1463 | Loss: 0.8148 | LM_LOSS: 0.3125 | LB_LOSS: 1.0047 +[2026-05-24 03:24:18] Validation | Batch 830/1463 | Loss: 0.8151 | LM_LOSS: 0.3128 | LB_LOSS: 1.0047 +[2026-05-24 03:24:21] Validation | Batch 840/1463 | Loss: 0.8151 | LM_LOSS: 0.3128 | LB_LOSS: 1.0047 +[2026-05-24 03:24:23] Validation | Batch 850/1463 | Loss: 0.8155 | LM_LOSS: 0.3131 | LB_LOSS: 1.0047 +[2026-05-24 03:24:25] Validation | Batch 860/1463 | Loss: 0.8156 | LM_LOSS: 0.3133 | LB_LOSS: 1.0047 +[2026-05-24 03:24:27] Validation | Batch 870/1463 | Loss: 0.8157 | LM_LOSS: 0.3134 | LB_LOSS: 1.0047 +[2026-05-24 03:24:29] Validation | Batch 880/1463 | Loss: 0.8150 | LM_LOSS: 0.3127 | LB_LOSS: 1.0047 +[2026-05-24 03:24:31] Validation | Batch 890/1463 | Loss: 0.8150 | LM_LOSS: 0.3127 | LB_LOSS: 1.0047 +[2026-05-24 03:24:33] Validation | Batch 900/1463 | Loss: 0.8147 | LM_LOSS: 0.3123 | LB_LOSS: 1.0047 +[2026-05-24 03:24:36] Validation | Batch 910/1463 | Loss: 0.8146 | LM_LOSS: 0.3123 | LB_LOSS: 1.0047 +[2026-05-24 03:24:38] Validation | Batch 920/1463 | Loss: 0.8148 | LM_LOSS: 0.3124 | LB_LOSS: 1.0047 +[2026-05-24 03:24:40] Validation | Batch 930/1463 | Loss: 0.8144 | LM_LOSS: 0.3121 | LB_LOSS: 1.0047 +[2026-05-24 03:24:42] Validation | Batch 940/1463 | Loss: 0.8142 | LM_LOSS: 0.3118 | LB_LOSS: 1.0047 +[2026-05-24 03:24:44] Validation | Batch 950/1463 | Loss: 0.8144 | LM_LOSS: 0.3121 | LB_LOSS: 1.0047 +[2026-05-24 03:24:46] Validation | Batch 960/1463 | Loss: 0.8145 | LM_LOSS: 0.3122 | LB_LOSS: 1.0047 +[2026-05-24 03:24:49] Validation | Batch 970/1463 | Loss: 0.8145 | LM_LOSS: 0.3122 | LB_LOSS: 1.0046 +[2026-05-24 03:24:51] Validation | Batch 980/1463 | Loss: 0.8149 | LM_LOSS: 0.3126 | LB_LOSS: 1.0046 +[2026-05-24 03:24:53] Validation | Batch 990/1463 | Loss: 0.8151 | LM_LOSS: 0.3128 | LB_LOSS: 1.0046 +[2026-05-24 03:24:55] Validation | Batch 1000/1463 | Loss: 0.8158 | LM_LOSS: 0.3134 | LB_LOSS: 1.0046 +[2026-05-24 03:24:57] Validation | Batch 1010/1463 | Loss: 0.8158 | LM_LOSS: 0.3135 | LB_LOSS: 1.0047 +[2026-05-24 03:25:00] Validation | Batch 1020/1463 | Loss: 0.8159 | LM_LOSS: 0.3135 | LB_LOSS: 1.0047 +[2026-05-24 03:25:02] Validation | Batch 1030/1463 | Loss: 0.8164 | LM_LOSS: 0.3140 | LB_LOSS: 1.0047 +[2026-05-24 03:25:04] Validation | Batch 1040/1463 | Loss: 0.8160 | LM_LOSS: 0.3136 | LB_LOSS: 1.0047 +[2026-05-24 03:25:06] Validation | Batch 1050/1463 | Loss: 0.8159 | LM_LOSS: 0.3136 | LB_LOSS: 1.0047 +[2026-05-24 03:25:09] Validation | Batch 1060/1463 | Loss: 0.8159 | LM_LOSS: 0.3135 | LB_LOSS: 1.0047 +[2026-05-24 03:25:11] Validation | Batch 1070/1463 | Loss: 0.8159 | LM_LOSS: 0.3135 | LB_LOSS: 1.0047 +[2026-05-24 03:25:13] Validation | Batch 1080/1463 | Loss: 0.8157 | LM_LOSS: 0.3134 | LB_LOSS: 1.0047 +[2026-05-24 03:25:15] Validation | Batch 1090/1463 | Loss: 0.8156 | LM_LOSS: 0.3133 | LB_LOSS: 1.0047 +[2026-05-24 03:25:17] Validation | Batch 1100/1463 | Loss: 0.8155 | LM_LOSS: 0.3131 | LB_LOSS: 1.0047 +[2026-05-24 03:25:19] Validation | Batch 1110/1463 | Loss: 0.8155 | LM_LOSS: 0.3131 | LB_LOSS: 1.0047 +[2026-05-24 03:25:21] Validation | Batch 1120/1463 | Loss: 0.8153 | LM_LOSS: 0.3129 | LB_LOSS: 1.0047 +[2026-05-24 03:25:23] Validation | Batch 1130/1463 | Loss: 0.8151 | LM_LOSS: 0.3127 | LB_LOSS: 1.0047 +[2026-05-24 03:25:25] Validation | Batch 1140/1463 | Loss: 0.8153 | LM_LOSS: 0.3129 | LB_LOSS: 1.0047 +[2026-05-24 03:25:28] Validation | Batch 1150/1463 | Loss: 0.8152 | LM_LOSS: 0.3128 | LB_LOSS: 1.0047 +[2026-05-24 03:25:30] Validation | Batch 1160/1463 | Loss: 0.8151 | LM_LOSS: 0.3128 | LB_LOSS: 1.0047 +[2026-05-24 03:25:32] Validation | Batch 1170/1463 | Loss: 0.8151 | LM_LOSS: 0.3128 | LB_LOSS: 1.0047 +[2026-05-24 03:25:34] Validation | Batch 1180/1463 | Loss: 0.8152 | LM_LOSS: 0.3129 | LB_LOSS: 1.0047 +[2026-05-24 03:25:36] Validation | Batch 1190/1463 | Loss: 0.8154 | LM_LOSS: 0.3130 | LB_LOSS: 1.0047 +[2026-05-24 03:25:39] Validation | Batch 1200/1463 | Loss: 0.8153 | LM_LOSS: 0.3130 | LB_LOSS: 1.0047 +[2026-05-24 03:25:41] Validation | Batch 1210/1463 | Loss: 0.8155 | LM_LOSS: 0.3132 | LB_LOSS: 1.0047 +[2026-05-24 03:25:43] Validation | Batch 1220/1463 | Loss: 0.8159 | LM_LOSS: 0.3136 | LB_LOSS: 1.0047 +[2026-05-24 03:25:45] Validation | Batch 1230/1463 | Loss: 0.8159 | LM_LOSS: 0.3136 | LB_LOSS: 1.0047 +[2026-05-24 03:25:47] Validation | Batch 1240/1463 | Loss: 0.8162 | LM_LOSS: 0.3138 | LB_LOSS: 1.0047 +[2026-05-24 03:25:49] Validation | Batch 1250/1463 | Loss: 0.8163 | LM_LOSS: 0.3140 | LB_LOSS: 1.0047 +[2026-05-24 03:25:52] Validation | Batch 1260/1463 | Loss: 0.8162 | LM_LOSS: 0.3139 | LB_LOSS: 1.0047 +[2026-05-24 03:25:54] Validation | Batch 1270/1463 | Loss: 0.8160 | LM_LOSS: 0.3136 | LB_LOSS: 1.0047 +[2026-05-24 03:25:56] Validation | Batch 1280/1463 | Loss: 0.8158 | LM_LOSS: 0.3134 | LB_LOSS: 1.0047 +[2026-05-24 03:25:58] Validation | Batch 1290/1463 | Loss: 0.8157 | LM_LOSS: 0.3134 | LB_LOSS: 1.0047 +[2026-05-24 03:26:00] Validation | Batch 1300/1463 | Loss: 0.8155 | LM_LOSS: 0.3132 | LB_LOSS: 1.0047 +[2026-05-24 03:26:02] Validation | Batch 1310/1463 | Loss: 0.8154 | LM_LOSS: 0.3130 | LB_LOSS: 1.0047 +[2026-05-24 03:26:04] Validation | Batch 1320/1463 | Loss: 0.8154 | LM_LOSS: 0.3131 | LB_LOSS: 1.0047 +[2026-05-24 03:26:05] Validation | Batch 1330/1463 | Loss: 0.8154 | LM_LOSS: 0.3131 | LB_LOSS: 1.0047 +[2026-05-24 03:26:07] Validation | Batch 1340/1463 | Loss: 0.8157 | LM_LOSS: 0.3134 | LB_LOSS: 1.0047 +[2026-05-24 03:26:10] Validation | Batch 1350/1463 | Loss: 0.8157 | LM_LOSS: 0.3134 | LB_LOSS: 1.0047 +[2026-05-24 03:26:12] Validation | Batch 1360/1463 | Loss: 0.8160 | LM_LOSS: 0.3137 | LB_LOSS: 1.0047 +[2026-05-24 03:26:15] Validation | Batch 1370/1463 | Loss: 0.8163 | LM_LOSS: 0.3140 | LB_LOSS: 1.0047 +[2026-05-24 03:26:17] Validation | Batch 1380/1463 | Loss: 0.8160 | LM_LOSS: 0.3137 | LB_LOSS: 1.0047 +[2026-05-24 03:26:19] Validation | Batch 1390/1463 | Loss: 0.8160 | LM_LOSS: 0.3136 | LB_LOSS: 1.0047 +[2026-05-24 03:26:21] Validation | Batch 1400/1463 | Loss: 0.8163 | LM_LOSS: 0.3139 | LB_LOSS: 1.0046 +[2026-05-24 03:26:22] Validation | Batch 1410/1463 | Loss: 0.8165 | LM_LOSS: 0.3142 | LB_LOSS: 1.0046 +[2026-05-24 03:26:25] Validation | Batch 1420/1463 | Loss: 0.8166 | LM_LOSS: 0.3142 | LB_LOSS: 1.0047 +[2026-05-24 03:26:27] Validation | Batch 1430/1463 | Loss: 0.8166 | LM_LOSS: 0.3142 | LB_LOSS: 1.0046 +[2026-05-24 03:26:29] Validation | Batch 1440/1463 | Loss: 0.8170 | LM_LOSS: 0.3146 | LB_LOSS: 1.0047 +[2026-05-24 03:26:31] Validation | Batch 1450/1463 | Loss: 0.8167 | LM_LOSS: 0.3144 | LB_LOSS: 1.0046 +[2026-05-24 03:26:34] Validation | Batch 1460/1463 | Loss: 0.8170 | LM_LOSS: 0.3147 | LB_LOSS: 1.0046 +[2026-05-24 03:26:34] Validation | Batch 1463/1463 | Loss: 0.8169 | LM_LOSS: 0.3146 | LB_LOSS: 1.0046 +[2026-05-24 03:26:34] Validation | Loss: 0.8169 | LM_LOSS: 0.3146 | LB_LOSS: 1.0046 | PPL: 1.37 | Time: 310.26s +[2026-05-24 03:26:46] Epoch 2 | Step 8010 | Loss: 0.7557 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:26:57] Epoch 2 | Step 8020 | Loss: 0.7557 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:27:08] Epoch 2 | Step 8030 | Loss: 0.7557 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:27:19] Epoch 2 | Step 8040 | Loss: 0.7558 | LM: 0.2527 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:27:30] Epoch 2 | Step 8050 | Loss: 0.7557 | LM: 0.2526 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:27:41] Epoch 2 | Step 8060 | Loss: 0.7558 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:27:52] Epoch 2 | Step 8070 | Loss: 0.7557 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:28:03] Epoch 2 | Step 8080 | Loss: 0.7558 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:28:14] Epoch 2 | Step 8090 | Loss: 0.7558 | LM: 0.2524 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:28:24] Epoch 2 | Step 8100 | Loss: 0.7557 | LM: 0.2524 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:28:35] Epoch 2 | Step 8110 | Loss: 0.7557 | LM: 0.2525 | LB: 1.0072 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:28:46] Epoch 2 | Step 8120 | Loss: 0.7557 | LM: 0.2525 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:28:58] Epoch 2 | Step 8130 | Loss: 0.7558 | LM: 0.2524 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:29:09] Epoch 2 | Step 8140 | Loss: 0.7558 | LM: 0.2525 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:29:20] Epoch 2 | Step 8150 | Loss: 0.7558 | LM: 0.2524 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:29:31] Epoch 2 | Step 8160 | Loss: 0.7558 | LM: 0.2525 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:29:42] Epoch 2 | Step 8170 | Loss: 0.7558 | LM: 0.2527 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:29:53] Epoch 2 | Step 8180 | Loss: 0.7558 | LM: 0.2528 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:30:04] Epoch 2 | Step 8190 | Loss: 0.7559 | LM: 0.2529 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:30:16] Epoch 2 | Step 8200 | Loss: 0.7560 | LM: 0.2529 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:30:27] Epoch 2 | Step 8210 | Loss: 0.7560 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:30:38] Epoch 2 | Step 8220 | Loss: 0.7560 | LM: 0.2530 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:30:50] Epoch 2 | Step 8230 | Loss: 0.7560 | LM: 0.2530 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:31:01] Epoch 2 | Step 8240 | Loss: 0.7559 | LM: 0.2530 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:31:12] Epoch 2 | Step 8250 | Loss: 0.7560 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:31:24] Epoch 2 | Step 8260 | Loss: 0.7561 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.289 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:31:36] Epoch 2 | Step 8270 | Loss: 0.7561 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:31:48] Epoch 2 | Step 8280 | Loss: 0.7562 | LM: 0.2532 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:31:59] Epoch 2 | Step 8290 | Loss: 0.7562 | LM: 0.2532 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:32:11] Epoch 2 | Step 8300 | Loss: 0.7561 | LM: 0.2532 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:32:22] Epoch 2 | Step 8310 | Loss: 0.7561 | LM: 0.2532 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:32:33] Epoch 2 | Step 8320 | Loss: 0.7561 | LM: 0.2532 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:32:45] Epoch 2 | Step 8330 | Loss: 0.7561 | LM: 0.2533 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:32:57] Epoch 2 | Step 8340 | Loss: 0.7561 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:33:08] Epoch 2 | Step 8350 | Loss: 0.7561 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:33:19] Epoch 2 | Step 8360 | Loss: 0.7562 | LM: 0.2534 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:33:30] Epoch 2 | Step 8370 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:33:41] Epoch 2 | Step 8380 | Loss: 0.7562 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:33:52] Epoch 2 | Step 8390 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:34:03] Epoch 2 | Step 8400 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:34:15] Epoch 2 | Step 8410 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0071 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:34:26] Epoch 2 | Step 8420 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:34:37] Epoch 2 | Step 8430 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:34:48] Epoch 2 | Step 8440 | Loss: 0.7563 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:34:59] Epoch 2 | Step 8450 | Loss: 0.7563 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:35:10] Epoch 2 | Step 8460 | Loss: 0.7564 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.311/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:35:21] Epoch 2 | Step 8470 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:35:32] Epoch 2 | Step 8480 | Loss: 0.7562 | LM: 0.2530 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:35:43] Epoch 2 | Step 8490 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:35:54] Epoch 2 | Step 8500 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:36:04] Epoch 2 | Step 8510 | Loss: 0.7564 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:36:16] Epoch 2 | Step 8520 | Loss: 0.7564 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:36:27] Epoch 2 | Step 8530 | Loss: 0.7564 | LM: 0.2535 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:36:38] Epoch 2 | Step 8540 | Loss: 0.7564 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:36:49] Epoch 2 | Step 8550 | Loss: 0.7564 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:37:00] Epoch 2 | Step 8560 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:37:12] Epoch 2 | Step 8570 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:37:24] Epoch 2 | Step 8580 | Loss: 0.7563 | LM: 0.2532 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:37:35] Epoch 2 | Step 8590 | Loss: 0.7563 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:37:46] Epoch 2 | Step 8600 | Loss: 0.7563 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:37:58] Epoch 2 | Step 8610 | Loss: 0.7563 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:38:10] Epoch 2 | Step 8620 | Loss: 0.7564 | LM: 0.2535 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:38:21] Epoch 2 | Step 8630 | Loss: 0.7564 | LM: 0.2535 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:38:32] Epoch 2 | Step 8640 | Loss: 0.7564 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:38:44] Epoch 2 | Step 8650 | Loss: 0.7564 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:38:55] Epoch 2 | Step 8660 | Loss: 0.7563 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:39:07] Epoch 2 | Step 8670 | Loss: 0.7563 | LM: 0.2533 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:39:18] Epoch 2 | Step 8680 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:39:30] Epoch 2 | Step 8690 | Loss: 0.7563 | LM: 0.2531 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:39:41] Epoch 2 | Step 8700 | Loss: 0.7563 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:39:53] Epoch 2 | Step 8710 | Loss: 0.7564 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:40:04] Epoch 2 | Step 8720 | Loss: 0.7564 | LM: 0.2534 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:40:15] Epoch 2 | Step 8730 | Loss: 0.7564 | LM: 0.2536 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:40:27] Epoch 2 | Step 8740 | Loss: 0.7564 | LM: 0.2536 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:40:38] Epoch 2 | Step 8750 | Loss: 0.7565 | LM: 0.2536 | LB: 1.0070 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:40:50] Epoch 2 | Step 8760 | Loss: 0.7565 | LM: 0.2536 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:41:02] Epoch 2 | Step 8770 | Loss: 0.7566 | LM: 0.2537 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:41:13] Epoch 2 | Step 8780 | Loss: 0.7566 | LM: 0.2535 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:41:24] Epoch 2 | Step 8790 | Loss: 0.7566 | LM: 0.2536 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:41:36] Epoch 2 | Step 8800 | Loss: 0.7567 | LM: 0.2537 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:41:47] Epoch 2 | Step 8810 | Loss: 0.7566 | LM: 0.2538 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:41:58] Epoch 2 | Step 8820 | Loss: 0.7567 | LM: 0.2540 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:42:09] Epoch 2 | Step 8830 | Loss: 0.7567 | LM: 0.2541 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:42:20] Epoch 2 | Step 8840 | Loss: 0.7567 | LM: 0.2542 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:42:31] Epoch 2 | Step 8850 | Loss: 0.7567 | LM: 0.2542 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:42:43] Epoch 2 | Step 8860 | Loss: 0.7567 | LM: 0.2543 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:42:54] Epoch 2 | Step 8870 | Loss: 0.7567 | LM: 0.2542 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:43:05] Epoch 2 | Step 8880 | Loss: 0.7568 | LM: 0.2543 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:43:16] Epoch 2 | Step 8890 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:43:27] Epoch 2 | Step 8900 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:43:38] Epoch 2 | Step 8910 | Loss: 0.7568 | LM: 0.2546 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:43:49] Epoch 2 | Step 8920 | Loss: 0.7567 | LM: 0.2546 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:44:01] Epoch 2 | Step 8930 | Loss: 0.7567 | LM: 0.2546 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:44:11] Epoch 2 | Step 8940 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:44:23] Epoch 2 | Step 8950 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:44:34] Epoch 2 | Step 8960 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.288 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:44:45] Epoch 2 | Step 8970 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:44:56] Epoch 2 | Step 8980 | Loss: 0.7568 | LM: 0.2547 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:45:07] Epoch 2 | Step 8990 | Loss: 0.7568 | LM: 0.2546 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:45:18] Epoch 2 | Step 9000 | Loss: 0.7568 | LM: 0.2546 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:45:22] Checkpoint saved: outputs/2026-05-24/N_4.0/checkpoints/checkpoint_step_9000.pt +[2026-05-24 03:45:28] Validation | Batch 10/1463 | Loss: 0.7911 | LM_LOSS: 0.2899 | LB_LOSS: 1.0024 +[2026-05-24 03:45:30] Validation | Batch 20/1463 | Loss: 0.7983 | LM_LOSS: 0.2966 | LB_LOSS: 1.0034 +[2026-05-24 03:45:32] Validation | Batch 30/1463 | Loss: 0.7984 | LM_LOSS: 0.2965 | LB_LOSS: 1.0038 +[2026-05-24 03:45:34] Validation | Batch 40/1463 | Loss: 0.8058 | LM_LOSS: 0.3037 | LB_LOSS: 1.0042 +[2026-05-24 03:45:36] Validation | Batch 50/1463 | Loss: 0.8136 | LM_LOSS: 0.3116 | LB_LOSS: 1.0040 +[2026-05-24 03:45:39] Validation | Batch 60/1463 | Loss: 0.8131 | LM_LOSS: 0.3112 | LB_LOSS: 1.0039 +[2026-05-24 03:45:41] Validation | Batch 70/1463 | Loss: 0.8123 | LM_LOSS: 0.3103 | LB_LOSS: 1.0039 +[2026-05-24 03:45:44] Validation | Batch 80/1463 | Loss: 0.8144 | LM_LOSS: 0.3124 | LB_LOSS: 1.0039 +[2026-05-24 03:45:46] Validation | Batch 90/1463 | Loss: 0.8145 | LM_LOSS: 0.3126 | LB_LOSS: 1.0038 +[2026-05-24 03:45:48] Validation | Batch 100/1463 | Loss: 0.8145 | LM_LOSS: 0.3126 | LB_LOSS: 1.0038 +[2026-05-24 03:45:50] Validation | Batch 110/1463 | Loss: 0.8126 | LM_LOSS: 0.3106 | LB_LOSS: 1.0040 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Loss: 0.8198 | LM_LOSS: 0.3177 | LB_LOSS: 1.0043 +[2026-05-24 03:46:35] Validation | Batch 320/1463 | Loss: 0.8185 | LM_LOSS: 0.3164 | LB_LOSS: 1.0042 +[2026-05-24 03:46:37] Validation | Batch 330/1463 | Loss: 0.8183 | LM_LOSS: 0.3162 | LB_LOSS: 1.0042 +[2026-05-24 03:46:39] Validation | Batch 340/1463 | Loss: 0.8178 | LM_LOSS: 0.3157 | LB_LOSS: 1.0042 +[2026-05-24 03:46:41] Validation | Batch 350/1463 | Loss: 0.8184 | LM_LOSS: 0.3163 | LB_LOSS: 1.0042 +[2026-05-24 03:46:43] Validation | Batch 360/1463 | Loss: 0.8182 | LM_LOSS: 0.3161 | LB_LOSS: 1.0042 +[2026-05-24 03:46:45] Validation | Batch 370/1463 | Loss: 0.8178 | LM_LOSS: 0.3157 | LB_LOSS: 1.0042 +[2026-05-24 03:46:47] Validation | Batch 380/1463 | Loss: 0.8176 | LM_LOSS: 0.3155 | LB_LOSS: 1.0042 +[2026-05-24 03:46:49] Validation | Batch 390/1463 | Loss: 0.8182 | LM_LOSS: 0.3161 | LB_LOSS: 1.0042 +[2026-05-24 03:46:51] Validation | Batch 400/1463 | Loss: 0.8181 | LM_LOSS: 0.3160 | LB_LOSS: 1.0042 +[2026-05-24 03:46:53] Validation | Batch 410/1463 | Loss: 0.8178 | LM_LOSS: 0.3157 | LB_LOSS: 1.0042 +[2026-05-24 03:46:56] Validation | Batch 420/1463 | Loss: 0.8179 | LM_LOSS: 0.3158 | LB_LOSS: 1.0042 +[2026-05-24 03:46:58] Validation | Batch 430/1463 | Loss: 0.8174 | LM_LOSS: 0.3153 | LB_LOSS: 1.0043 +[2026-05-24 03:47:00] Validation | Batch 440/1463 | Loss: 0.8177 | LM_LOSS: 0.3156 | LB_LOSS: 1.0043 +[2026-05-24 03:47:02] Validation | Batch 450/1463 | Loss: 0.8174 | LM_LOSS: 0.3153 | LB_LOSS: 1.0043 +[2026-05-24 03:47:04] Validation | Batch 460/1463 | Loss: 0.8173 | LM_LOSS: 0.3152 | LB_LOSS: 1.0043 +[2026-05-24 03:47:07] Validation | Batch 470/1463 | Loss: 0.8180 | LM_LOSS: 0.3159 | LB_LOSS: 1.0042 +[2026-05-24 03:47:09] Validation | Batch 480/1463 | Loss: 0.8177 | LM_LOSS: 0.3156 | LB_LOSS: 1.0042 +[2026-05-24 03:47:11] Validation | Batch 490/1463 | Loss: 0.8176 | LM_LOSS: 0.3154 | LB_LOSS: 1.0042 +[2026-05-24 03:47:14] Validation | Batch 500/1463 | Loss: 0.8174 | LM_LOSS: 0.3153 | LB_LOSS: 1.0042 +[2026-05-24 03:47:16] Validation | Batch 510/1463 | Loss: 0.8168 | LM_LOSS: 0.3147 | LB_LOSS: 1.0042 +[2026-05-24 03:47:18] Validation | Batch 520/1463 | Loss: 0.8164 | LM_LOSS: 0.3143 | LB_LOSS: 1.0042 +[2026-05-24 03:47:20] Validation | Batch 530/1463 | Loss: 0.8169 | LM_LOSS: 0.3148 | LB_LOSS: 1.0042 +[2026-05-24 03:47:22] Validation | Batch 540/1463 | Loss: 0.8172 | LM_LOSS: 0.3151 | LB_LOSS: 1.0042 +[2026-05-24 03:47:23] Validation | Batch 550/1463 | Loss: 0.8168 | LM_LOSS: 0.3146 | LB_LOSS: 1.0043 +[2026-05-24 03:47:25] Validation | Batch 560/1463 | Loss: 0.8169 | LM_LOSS: 0.3148 | LB_LOSS: 1.0043 +[2026-05-24 03:47:28] Validation | Batch 570/1463 | Loss: 0.8168 | LM_LOSS: 0.3147 | LB_LOSS: 1.0043 +[2026-05-24 03:47:30] Validation | Batch 580/1463 | Loss: 0.8164 | LM_LOSS: 0.3143 | LB_LOSS: 1.0043 +[2026-05-24 03:47:32] Validation | Batch 590/1463 | Loss: 0.8162 | LM_LOSS: 0.3141 | LB_LOSS: 1.0043 +[2026-05-24 03:47:35] Validation | Batch 600/1463 | Loss: 0.8164 | LM_LOSS: 0.3143 | LB_LOSS: 1.0043 +[2026-05-24 03:47:37] Validation | Batch 610/1463 | Loss: 0.8166 | LM_LOSS: 0.3144 | LB_LOSS: 1.0043 +[2026-05-24 03:47:39] Validation | Batch 620/1463 | Loss: 0.8160 | LM_LOSS: 0.3138 | LB_LOSS: 1.0043 +[2026-05-24 03:47:41] Validation | Batch 630/1463 | Loss: 0.8156 | LM_LOSS: 0.3134 | LB_LOSS: 1.0043 +[2026-05-24 03:47:43] Validation | Batch 640/1463 | Loss: 0.8155 | LM_LOSS: 0.3133 | LB_LOSS: 1.0044 +[2026-05-24 03:47:45] Validation | Batch 650/1463 | Loss: 0.8150 | LM_LOSS: 0.3128 | LB_LOSS: 1.0043 +[2026-05-24 03:47:47] Validation | Batch 660/1463 | Loss: 0.8145 | LM_LOSS: 0.3123 | LB_LOSS: 1.0043 +[2026-05-24 03:47:49] Validation | Batch 670/1463 | Loss: 0.8140 | LM_LOSS: 0.3119 | LB_LOSS: 1.0043 +[2026-05-24 03:47:51] Validation | Batch 680/1463 | Loss: 0.8140 | LM_LOSS: 0.3118 | LB_LOSS: 1.0043 +[2026-05-24 03:47:53] Validation | Batch 690/1463 | Loss: 0.8142 | LM_LOSS: 0.3121 | LB_LOSS: 1.0043 +[2026-05-24 03:47:55] Validation | Batch 700/1463 | Loss: 0.8141 | LM_LOSS: 0.3120 | LB_LOSS: 1.0043 +[2026-05-24 03:47:57] Validation | Batch 710/1463 | Loss: 0.8144 | LM_LOSS: 0.3122 | LB_LOSS: 1.0043 +[2026-05-24 03:48:00] Validation | Batch 720/1463 | Loss: 0.8151 | LM_LOSS: 0.3129 | LB_LOSS: 1.0044 +[2026-05-24 03:48:01] Validation | Batch 730/1463 | Loss: 0.8149 | LM_LOSS: 0.3128 | LB_LOSS: 1.0043 +[2026-05-24 03:48:03] Validation | Batch 740/1463 | Loss: 0.8146 | LM_LOSS: 0.3124 | LB_LOSS: 1.0044 +[2026-05-24 03:48:05] Validation | Batch 750/1463 | Loss: 0.8145 | LM_LOSS: 0.3123 | LB_LOSS: 1.0043 +[2026-05-24 03:48:07] Validation | Batch 760/1463 | Loss: 0.8143 | LM_LOSS: 0.3121 | LB_LOSS: 1.0043 +[2026-05-24 03:48:09] Validation | Batch 770/1463 | Loss: 0.8142 | LM_LOSS: 0.3120 | LB_LOSS: 1.0044 +[2026-05-24 03:48:11] Validation | Batch 780/1463 | Loss: 0.8141 | LM_LOSS: 0.3119 | LB_LOSS: 1.0044 +[2026-05-24 03:48:12] Validation | Batch 790/1463 | Loss: 0.8143 | LM_LOSS: 0.3122 | LB_LOSS: 1.0043 +[2026-05-24 03:48:14] Validation | Batch 800/1463 | Loss: 0.8143 | LM_LOSS: 0.3121 | LB_LOSS: 1.0043 +[2026-05-24 03:48:16] Validation | Batch 810/1463 | Loss: 0.8140 | LM_LOSS: 0.3118 | LB_LOSS: 1.0043 +[2026-05-24 03:48:18] Validation | Batch 820/1463 | Loss: 0.8142 | LM_LOSS: 0.3121 | LB_LOSS: 1.0043 +[2026-05-24 03:48:20] Validation | Batch 830/1463 | Loss: 0.8145 | LM_LOSS: 0.3124 | LB_LOSS: 1.0043 +[2026-05-24 03:48:23] Validation | Batch 840/1463 | Loss: 0.8146 | LM_LOSS: 0.3124 | LB_LOSS: 1.0043 +[2026-05-24 03:48:25] Validation | Batch 850/1463 | Loss: 0.8149 | LM_LOSS: 0.3127 | LB_LOSS: 1.0043 +[2026-05-24 03:48:27] Validation | Batch 860/1463 | Loss: 0.8150 | LM_LOSS: 0.3128 | LB_LOSS: 1.0043 +[2026-05-24 03:48:29] Validation | Batch 870/1463 | Loss: 0.8151 | LM_LOSS: 0.3129 | LB_LOSS: 1.0044 +[2026-05-24 03:48:31] Validation | Batch 880/1463 | Loss: 0.8144 | LM_LOSS: 0.3122 | LB_LOSS: 1.0043 +[2026-05-24 03:48:33] Validation | Batch 890/1463 | Loss: 0.8144 | LM_LOSS: 0.3122 | LB_LOSS: 1.0043 +[2026-05-24 03:48:35] Validation | Batch 900/1463 | Loss: 0.8140 | LM_LOSS: 0.3119 | LB_LOSS: 1.0043 +[2026-05-24 03:48:38] Validation | Batch 910/1463 | Loss: 0.8140 | LM_LOSS: 0.3118 | LB_LOSS: 1.0043 +[2026-05-24 03:48:40] Validation | Batch 920/1463 | Loss: 0.8141 | LM_LOSS: 0.3120 | LB_LOSS: 1.0043 +[2026-05-24 03:48:42] Validation | Batch 930/1463 | Loss: 0.8138 | LM_LOSS: 0.3117 | LB_LOSS: 1.0043 +[2026-05-24 03:48:44] Validation | Batch 940/1463 | Loss: 0.8136 | LM_LOSS: 0.3114 | LB_LOSS: 1.0043 +[2026-05-24 03:48:47] Validation | Batch 950/1463 | Loss: 0.8138 | LM_LOSS: 0.3117 | LB_LOSS: 1.0043 +[2026-05-24 03:48:49] Validation | Batch 960/1463 | Loss: 0.8139 | LM_LOSS: 0.3117 | LB_LOSS: 1.0043 +[2026-05-24 03:48:51] Validation | Batch 970/1463 | Loss: 0.8139 | LM_LOSS: 0.3118 | LB_LOSS: 1.0043 +[2026-05-24 03:48:53] Validation | Batch 980/1463 | Loss: 0.8142 | LM_LOSS: 0.3121 | LB_LOSS: 1.0043 +[2026-05-24 03:48:55] Validation | Batch 990/1463 | Loss: 0.8145 | LM_LOSS: 0.3124 | LB_LOSS: 1.0043 +[2026-05-24 03:48:57] Validation | Batch 1000/1463 | Loss: 0.8150 | LM_LOSS: 0.3129 | LB_LOSS: 1.0043 +[2026-05-24 03:49:00] Validation | Batch 1010/1463 | Loss: 0.8151 | LM_LOSS: 0.3129 | LB_LOSS: 1.0043 +[2026-05-24 03:49:02] Validation | Batch 1020/1463 | Loss: 0.8152 | LM_LOSS: 0.3130 | LB_LOSS: 1.0043 +[2026-05-24 03:49:04] Validation | Batch 1030/1463 | Loss: 0.8157 | LM_LOSS: 0.3135 | LB_LOSS: 1.0043 +[2026-05-24 03:49:06] Validation | Batch 1040/1463 | Loss: 0.8153 | LM_LOSS: 0.3132 | LB_LOSS: 1.0043 +[2026-05-24 03:49:09] Validation | Batch 1050/1463 | Loss: 0.8152 | LM_LOSS: 0.3131 | LB_LOSS: 1.0043 +[2026-05-24 03:49:11] Validation | Batch 1060/1463 | Loss: 0.8152 | LM_LOSS: 0.3131 | LB_LOSS: 1.0043 +[2026-05-24 03:49:13] Validation | Batch 1070/1463 | Loss: 0.8152 | LM_LOSS: 0.3130 | LB_LOSS: 1.0043 +[2026-05-24 03:49:15] Validation | Batch 1080/1463 | Loss: 0.8150 | LM_LOSS: 0.3129 | LB_LOSS: 1.0043 +[2026-05-24 03:49:17] Validation | Batch 1090/1463 | Loss: 0.8150 | LM_LOSS: 0.3128 | LB_LOSS: 1.0043 +[2026-05-24 03:49:19] Validation | Batch 1100/1463 | Loss: 0.8148 | LM_LOSS: 0.3127 | LB_LOSS: 1.0043 +[2026-05-24 03:49:21] Validation | Batch 1110/1463 | Loss: 0.8148 | LM_LOSS: 0.3127 | LB_LOSS: 1.0043 +[2026-05-24 03:49:23] Validation | Batch 1120/1463 | Loss: 0.8146 | LM_LOSS: 0.3125 | LB_LOSS: 1.0043 +[2026-05-24 03:49:25] Validation | Batch 1130/1463 | Loss: 0.8144 | LM_LOSS: 0.3122 | LB_LOSS: 1.0043 +[2026-05-24 03:49:28] Validation | Batch 1140/1463 | Loss: 0.8146 | LM_LOSS: 0.3124 | LB_LOSS: 1.0043 +[2026-05-24 03:49:30] Validation | Batch 1150/1463 | Loss: 0.8145 | LM_LOSS: 0.3123 | LB_LOSS: 1.0043 +[2026-05-24 03:49:32] Validation | Batch 1160/1463 | Loss: 0.8144 | LM_LOSS: 0.3123 | LB_LOSS: 1.0043 +[2026-05-24 03:49:34] Validation | Batch 1170/1463 | Loss: 0.8144 | LM_LOSS: 0.3122 | LB_LOSS: 1.0043 +[2026-05-24 03:49:36] Validation | Batch 1180/1463 | Loss: 0.8145 | LM_LOSS: 0.3123 | LB_LOSS: 1.0043 +[2026-05-24 03:49:39] Validation | Batch 1190/1463 | Loss: 0.8146 | LM_LOSS: 0.3125 | LB_LOSS: 1.0043 +[2026-05-24 03:49:41] Validation | Batch 1200/1463 | Loss: 0.8146 | LM_LOSS: 0.3124 | LB_LOSS: 1.0043 +[2026-05-24 03:49:43] Validation | Batch 1210/1463 | Loss: 0.8148 | LM_LOSS: 0.3127 | LB_LOSS: 1.0043 +[2026-05-24 03:49:45] Validation | Batch 1220/1463 | Loss: 0.8152 | LM_LOSS: 0.3131 | LB_LOSS: 1.0043 +[2026-05-24 03:49:47] Validation | Batch 1230/1463 | Loss: 0.8152 | LM_LOSS: 0.3130 | LB_LOSS: 1.0043 +[2026-05-24 03:49:49] Validation | Batch 1240/1463 | Loss: 0.8155 | LM_LOSS: 0.3133 | LB_LOSS: 1.0043 +[2026-05-24 03:49:51] Validation | Batch 1250/1463 | Loss: 0.8156 | LM_LOSS: 0.3134 | LB_LOSS: 1.0043 +[2026-05-24 03:49:54] Validation | Batch 1260/1463 | Loss: 0.8155 | LM_LOSS: 0.3133 | LB_LOSS: 1.0043 +[2026-05-24 03:49:56] Validation | Batch 1270/1463 | Loss: 0.8153 | LM_LOSS: 0.3131 | LB_LOSS: 1.0043 +[2026-05-24 03:49:58] Validation | Batch 1280/1463 | Loss: 0.8151 | LM_LOSS: 0.3129 | LB_LOSS: 1.0043 +[2026-05-24 03:50:00] Validation | Batch 1290/1463 | Loss: 0.8151 | LM_LOSS: 0.3129 | LB_LOSS: 1.0043 +[2026-05-24 03:50:02] Validation | Batch 1300/1463 | Loss: 0.8148 | LM_LOSS: 0.3127 | LB_LOSS: 1.0043 +[2026-05-24 03:50:05] Validation | Batch 1310/1463 | Loss: 0.8147 | LM_LOSS: 0.3126 | LB_LOSS: 1.0043 +[2026-05-24 03:50:06] Validation | Batch 1320/1463 | Loss: 0.8148 | LM_LOSS: 0.3126 | LB_LOSS: 1.0043 +[2026-05-24 03:50:08] Validation | Batch 1330/1463 | Loss: 0.8148 | LM_LOSS: 0.3127 | LB_LOSS: 1.0043 +[2026-05-24 03:50:10] Validation | Batch 1340/1463 | Loss: 0.8151 | LM_LOSS: 0.3130 | LB_LOSS: 1.0043 +[2026-05-24 03:50:12] Validation | Batch 1350/1463 | Loss: 0.8151 | LM_LOSS: 0.3129 | LB_LOSS: 1.0043 +[2026-05-24 03:50:15] Validation | Batch 1360/1463 | Loss: 0.8153 | LM_LOSS: 0.3132 | LB_LOSS: 1.0043 +[2026-05-24 03:50:17] Validation | Batch 1370/1463 | Loss: 0.8156 | LM_LOSS: 0.3135 | LB_LOSS: 1.0043 +[2026-05-24 03:50:19] Validation | Batch 1380/1463 | Loss: 0.8154 | LM_LOSS: 0.3132 | LB_LOSS: 1.0043 +[2026-05-24 03:50:21] Validation | Batch 1390/1463 | Loss: 0.8153 | LM_LOSS: 0.3132 | LB_LOSS: 1.0043 +[2026-05-24 03:50:23] Validation | Batch 1400/1463 | Loss: 0.8156 | LM_LOSS: 0.3134 | LB_LOSS: 1.0043 +[2026-05-24 03:50:25] Validation | Batch 1410/1463 | Loss: 0.8158 | LM_LOSS: 0.3137 | LB_LOSS: 1.0043 +[2026-05-24 03:50:27] Validation | Batch 1420/1463 | Loss: 0.8158 | LM_LOSS: 0.3137 | LB_LOSS: 1.0043 +[2026-05-24 03:50:29] Validation | Batch 1430/1463 | Loss: 0.8158 | LM_LOSS: 0.3137 | LB_LOSS: 1.0043 +[2026-05-24 03:50:32] Validation | Batch 1440/1463 | Loss: 0.8162 | LM_LOSS: 0.3141 | LB_LOSS: 1.0043 +[2026-05-24 03:50:34] Validation | Batch 1450/1463 | Loss: 0.8160 | LM_LOSS: 0.3138 | LB_LOSS: 1.0043 +[2026-05-24 03:50:36] Validation | Batch 1460/1463 | Loss: 0.8163 | LM_LOSS: 0.3142 | LB_LOSS: 1.0043 +[2026-05-24 03:50:37] Validation | Batch 1463/1463 | Loss: 0.8162 | LM_LOSS: 0.3141 | LB_LOSS: 1.0043 +[2026-05-24 03:50:37] Validation | Loss: 0.8162 | LM_LOSS: 0.3141 | LB_LOSS: 1.0043 | PPL: 1.37 | Time: 310.68s +[2026-05-24 03:50:48] Epoch 2 | Step 9010 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:51:00] Epoch 2 | Step 9020 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:51:12] Epoch 2 | Step 9030 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:51:24] Epoch 2 | Step 9040 | Loss: 0.7566 | LM: 0.2543 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:51:36] Epoch 2 | Step 9050 | Loss: 0.7566 | LM: 0.2543 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:51:48] Epoch 2 | Step 9060 | Loss: 0.7566 | LM: 0.2545 | LB: 1.0069 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:51:59] Epoch 2 | Step 9070 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:52:11] Epoch 2 | Step 9080 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:52:23] Epoch 2 | Step 9090 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:52:34] Epoch 2 | Step 9100 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:52:46] Epoch 2 | Step 9110 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:52:57] Epoch 2 | Step 9120 | Loss: 0.7567 | LM: 0.2543 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:53:08] Epoch 2 | Step 9130 | Loss: 0.7566 | LM: 0.2543 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:53:20] Epoch 2 | Step 9140 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:53:31] Epoch 2 | Step 9150 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:53:42] Epoch 2 | Step 9160 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:53:53] Epoch 2 | Step 9170 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:54:04] Epoch 2 | Step 9180 | Loss: 0.7566 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:54:15] Epoch 2 | Step 9190 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:54:26] Epoch 2 | Step 9200 | Loss: 0.7566 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:54:37] Epoch 2 | Step 9210 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:54:48] Epoch 2 | Step 9220 | Loss: 0.7567 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:54:59] Epoch 2 | Step 9230 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:55:10] Epoch 2 | Step 9240 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:55:21] Epoch 2 | Step 9250 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:55:32] Epoch 2 | Step 9260 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:55:43] Epoch 2 | Step 9270 | Loss: 0.7567 | LM: 0.2543 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:55:54] Epoch 2 | Step 9280 | Loss: 0.7567 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:56:05] Epoch 2 | Step 9290 | Loss: 0.7568 | LM: 0.2544 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:56:17] Epoch 2 | Step 9300 | Loss: 0.7569 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:56:28] Epoch 2 | Step 9310 | Loss: 0.7569 | LM: 0.2545 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:56:40] Epoch 2 | Step 9320 | Loss: 0.7570 | LM: 0.2546 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:56:51] Epoch 2 | Step 9330 | Loss: 0.7569 | LM: 0.2547 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:57:02] Epoch 2 | Step 9340 | Loss: 0.7570 | LM: 0.2546 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:57:13] Epoch 2 | Step 9350 | Loss: 0.7570 | LM: 0.2546 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:57:24] Epoch 2 | Step 9360 | Loss: 0.7570 | LM: 0.2546 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:57:36] Epoch 2 | Step 9370 | Loss: 0.7570 | LM: 0.2547 | LB: 1.0068 | CL0: 3.2 | CL1: 3.7 | HR0: 0.310/SR0: 0.287 | HR1: 0.269/SR1: 0.230 | LR: 1.00e-04 +[2026-05-24 03:57:41] Epoch 2 completed in 6898.03s | Loss: 0.7570 | CL0: 3.2 | CL1: 3.7 +[2026-05-24 03:57:41] +============================================================ +[2026-05-24 03:57:41] EPOCH 3/3 (step 9374) +[2026-05-24 03:57:41] ============================================================ +[2026-05-24 03:57:48] Epoch 3 | Step 9380 | Loss: 0.6857 | LM: 0.1771 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.308/SR0: 0.282 | HR1: 0.266/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 03:58:00] Epoch 3 | Step 9390 | Loss: 0.6957 | LM: 0.1788 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.308/SR0: 0.282 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 03:58:11] Epoch 3 | Step 9400 | Loss: 0.6921 | LM: 0.1846 | LB: 1.0045 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 03:58:23] Epoch 3 | Step 9410 | Loss: 0.6916 | LM: 0.1778 | LB: 1.0048 | CL0: 3.3 | CL1: 3.8 | HR0: 0.304/SR0: 0.279 | HR1: 0.262/SR1: 0.224 | LR: 1.00e-04 +[2026-05-24 03:58:34] Epoch 3 | Step 9420 | Loss: 0.6787 | LM: 0.1586 | LB: 1.0047 | CL0: 3.3 | CL1: 3.9 | HR0: 0.303/SR0: 0.278 | HR1: 0.261/SR1: 0.223 | LR: 1.00e-04 +[2026-05-24 03:58:46] Epoch 3 | Step 9430 | Loss: 0.6771 | LM: 0.1601 | LB: 1.0049 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.264/SR1: 0.226 | LR: 1.00e-04 +[2026-05-24 03:58:57] Epoch 3 | Step 9440 | Loss: 0.6738 | LM: 0.1539 | LB: 1.0047 | CL0: 3.3 | CL1: 3.8 | HR0: 0.304/SR0: 0.279 | HR1: 0.264/SR1: 0.226 | LR: 1.00e-04 +[2026-05-24 03:59:09] Epoch 3 | Step 9450 | Loss: 0.6775 | LM: 0.1611 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.281 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 03:59:21] Epoch 3 | Step 9460 | Loss: 0.6747 | LM: 0.1596 | LB: 1.0049 | CL0: 3.3 | CL1: 3.8 | HR0: 0.304/SR0: 0.279 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 03:59:32] Epoch 3 | Step 9470 | Loss: 0.6727 | LM: 0.1598 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 03:59:44] Epoch 3 | Step 9480 | Loss: 0.6714 | LM: 0.1648 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 03:59:56] Epoch 3 | Step 9490 | Loss: 0.6709 | LM: 0.1632 | LB: 1.0049 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:00:08] Epoch 3 | Step 9500 | Loss: 0.6703 | LM: 0.1640 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:00:20] Epoch 3 | Step 9510 | Loss: 0.6695 | LM: 0.1609 | LB: 1.0058 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.282 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:00:32] Epoch 3 | Step 9520 | Loss: 0.6694 | LM: 0.1602 | LB: 1.0060 | CL0: 3.3 | CL1: 3.8 | HR0: 0.308/SR0: 0.282 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:00:43] Epoch 3 | Step 9530 | Loss: 0.6707 | LM: 0.1640 | LB: 1.0061 | CL0: 3.3 | CL1: 3.8 | HR0: 0.308/SR0: 0.282 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:00:55] Epoch 3 | Step 9540 | Loss: 0.6699 | LM: 0.1634 | LB: 1.0060 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.282 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:01:08] Epoch 3 | Step 9550 | Loss: 0.6698 | LM: 0.1626 | LB: 1.0060 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.282 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:01:20] Epoch 3 | Step 9560 | Loss: 0.6680 | LM: 0.1607 | LB: 1.0059 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:01:32] Epoch 3 | Step 9570 | Loss: 0.6689 | LM: 0.1660 | LB: 1.0060 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.282 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:01:44] Epoch 3 | Step 9580 | Loss: 0.6684 | LM: 0.1662 | LB: 1.0061 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.282 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:01:55] Epoch 3 | Step 9590 | Loss: 0.6674 | LM: 0.1661 | LB: 1.0060 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.282 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:02:07] Epoch 3 | Step 9600 | Loss: 0.6678 | LM: 0.1651 | LB: 1.0059 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:02:19] Epoch 3 | Step 9610 | Loss: 0.6671 | LM: 0.1642 | LB: 1.0059 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:02:31] Epoch 3 | Step 9620 | Loss: 0.6659 | LM: 0.1653 | LB: 1.0058 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:02:42] Epoch 3 | Step 9630 | Loss: 0.6663 | LM: 0.1651 | LB: 1.0058 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:02:54] Epoch 3 | Step 9640 | Loss: 0.6661 | LM: 0.1651 | LB: 1.0058 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:03:06] Epoch 3 | Step 9650 | Loss: 0.6654 | LM: 0.1645 | LB: 1.0057 | CL0: 3.3 | CL1: 3.8 | HR0: 0.307/SR0: 0.281 | HR1: 0.267/SR1: 0.229 | LR: 1.00e-04 +[2026-05-24 04:03:18] Epoch 3 | Step 9660 | Loss: 0.6649 | LM: 0.1644 | LB: 1.0057 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:03:30] Epoch 3 | Step 9670 | Loss: 0.6649 | LM: 0.1641 | LB: 1.0057 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:03:42] Epoch 3 | Step 9680 | Loss: 0.6648 | LM: 0.1643 | LB: 1.0056 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.281 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:03:54] Epoch 3 | Step 9690 | Loss: 0.6646 | LM: 0.1635 | LB: 1.0055 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:04:06] Epoch 3 | Step 9700 | Loss: 0.6656 | LM: 0.1642 | LB: 1.0056 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.281 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:04:18] Epoch 3 | Step 9710 | Loss: 0.6655 | LM: 0.1639 | LB: 1.0055 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:04:28] Epoch 3 | Step 9720 | Loss: 0.6657 | LM: 0.1630 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:04:39] Epoch 3 | Step 9730 | Loss: 0.6659 | LM: 0.1638 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:04:51] Epoch 3 | Step 9740 | Loss: 0.6655 | LM: 0.1641 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:05:02] Epoch 3 | Step 9750 | Loss: 0.6655 | LM: 0.1634 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:05:13] Epoch 3 | Step 9760 | Loss: 0.6657 | LM: 0.1637 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:05:24] Epoch 3 | Step 9770 | Loss: 0.6661 | LM: 0.1645 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:05:35] Epoch 3 | Step 9780 | Loss: 0.6665 | LM: 0.1647 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:05:46] Epoch 3 | Step 9790 | Loss: 0.6660 | LM: 0.1653 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:05:57] Epoch 3 | Step 9800 | Loss: 0.6658 | LM: 0.1651 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:06:08] Epoch 3 | Step 9810 | Loss: 0.6656 | LM: 0.1647 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:06:20] Epoch 3 | Step 9820 | Loss: 0.6654 | LM: 0.1646 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:06:31] Epoch 3 | Step 9830 | Loss: 0.6656 | LM: 0.1651 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:06:41] Epoch 3 | Step 9840 | Loss: 0.6659 | LM: 0.1649 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:06:53] Epoch 3 | Step 9850 | Loss: 0.6660 | LM: 0.1639 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:07:03] Epoch 3 | Step 9860 | Loss: 0.6663 | LM: 0.1634 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:07:15] Epoch 3 | Step 9870 | Loss: 0.6662 | LM: 0.1628 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:07:26] Epoch 3 | Step 9880 | Loss: 0.6662 | LM: 0.1638 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:07:37] Epoch 3 | Step 9890 | Loss: 0.6660 | LM: 0.1635 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:07:48] Epoch 3 | Step 9900 | Loss: 0.6656 | LM: 0.1633 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:07:59] Epoch 3 | Step 9910 | Loss: 0.6659 | LM: 0.1640 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:08:11] Epoch 3 | Step 9920 | Loss: 0.6657 | LM: 0.1639 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:08:22] Epoch 3 | Step 9930 | Loss: 0.6653 | LM: 0.1630 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:08:32] Epoch 3 | Step 9940 | Loss: 0.6655 | LM: 0.1632 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:08:43] Epoch 3 | Step 9950 | Loss: 0.6659 | LM: 0.1641 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:08:54] Epoch 3 | Step 9960 | Loss: 0.6658 | LM: 0.1641 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:09:05] Epoch 3 | Step 9970 | Loss: 0.6658 | LM: 0.1635 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:09:16] Epoch 3 | Step 9980 | Loss: 0.6654 | LM: 0.1632 | LB: 1.0054 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:09:28] Epoch 3 | Step 9990 | Loss: 0.6656 | LM: 0.1635 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:09:38] Epoch 3 | Step 10000 | Loss: 0.6655 | LM: 0.1632 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:09:40] Validation | Batch 10/1463 | Loss: 0.8390 | LM_LOSS: 0.3378 | LB_LOSS: 1.0022 +[2026-05-24 04:09:42] Validation | Batch 20/1463 | Loss: 0.8477 | LM_LOSS: 0.3462 | LB_LOSS: 1.0031 +[2026-05-24 04:09:44] Validation | Batch 30/1463 | Loss: 0.8479 | LM_LOSS: 0.3461 | LB_LOSS: 1.0035 +[2026-05-24 04:09:46] Validation | Batch 40/1463 | Loss: 0.8552 | LM_LOSS: 0.3533 | LB_LOSS: 1.0039 +[2026-05-24 04:09:48] Validation | Batch 50/1463 | Loss: 0.8648 | LM_LOSS: 0.3630 | LB_LOSS: 1.0037 +[2026-05-24 04:09:51] Validation | Batch 60/1463 | Loss: 0.8644 | LM_LOSS: 0.3626 | LB_LOSS: 1.0036 +[2026-05-24 04:09:53] Validation | Batch 70/1463 | Loss: 0.8632 | LM_LOSS: 0.3614 | LB_LOSS: 1.0036 +[2026-05-24 04:09:56] Validation | Batch 80/1463 | Loss: 0.8654 | LM_LOSS: 0.3636 | LB_LOSS: 1.0036 +[2026-05-24 04:09:58] Validation | Batch 90/1463 | Loss: 0.8646 | LM_LOSS: 0.3628 | LB_LOSS: 1.0035 +[2026-05-24 04:10:00] Validation | Batch 100/1463 | Loss: 0.8649 | LM_LOSS: 0.3631 | LB_LOSS: 1.0035 +[2026-05-24 04:10:02] Validation | Batch 110/1463 | Loss: 0.8624 | LM_LOSS: 0.3605 | LB_LOSS: 1.0037 +[2026-05-24 04:10:04] Validation | Batch 120/1463 | Loss: 0.8644 | LM_LOSS: 0.3625 | LB_LOSS: 1.0038 +[2026-05-24 04:10:05] Validation | Batch 130/1463 | Loss: 0.8663 | LM_LOSS: 0.3644 | LB_LOSS: 1.0038 +[2026-05-24 04:10:08] Validation | Batch 140/1463 | Loss: 0.8672 | LM_LOSS: 0.3654 | LB_LOSS: 1.0037 +[2026-05-24 04:10:10] Validation | Batch 150/1463 | Loss: 0.8653 | LM_LOSS: 0.3634 | LB_LOSS: 1.0039 +[2026-05-24 04:10:12] Validation | Batch 160/1463 | Loss: 0.8655 | LM_LOSS: 0.3636 | LB_LOSS: 1.0038 +[2026-05-24 04:10:14] Validation | Batch 170/1463 | Loss: 0.8642 | LM_LOSS: 0.3622 | LB_LOSS: 1.0039 +[2026-05-24 04:10:17] Validation | Batch 180/1463 | Loss: 0.8647 | LM_LOSS: 0.3628 | LB_LOSS: 1.0038 +[2026-05-24 04:10:19] Validation | Batch 190/1463 | Loss: 0.8663 | LM_LOSS: 0.3644 | LB_LOSS: 1.0039 +[2026-05-24 04:10:21] Validation | Batch 200/1463 | Loss: 0.8661 | LM_LOSS: 0.3642 | LB_LOSS: 1.0038 +[2026-05-24 04:10:23] Validation | Batch 210/1463 | Loss: 0.8666 | LM_LOSS: 0.3647 | LB_LOSS: 1.0038 +[2026-05-24 04:10:25] Validation | Batch 220/1463 | Loss: 0.8658 | LM_LOSS: 0.3639 | LB_LOSS: 1.0038 +[2026-05-24 04:10:28] Validation | Batch 230/1463 | Loss: 0.8672 | LM_LOSS: 0.3653 | LB_LOSS: 1.0038 +[2026-05-24 04:10:30] Validation | Batch 240/1463 | Loss: 0.8688 | LM_LOSS: 0.3669 | LB_LOSS: 1.0038 +[2026-05-24 04:10:32] Validation | Batch 250/1463 | Loss: 0.8680 | LM_LOSS: 0.3661 | LB_LOSS: 1.0038 +[2026-05-24 04:10:34] Validation | Batch 260/1463 | Loss: 0.8699 | LM_LOSS: 0.3680 | LB_LOSS: 1.0039 +[2026-05-24 04:10:36] Validation | Batch 270/1463 | Loss: 0.8680 | LM_LOSS: 0.3660 | LB_LOSS: 1.0039 +[2026-05-24 04:10:39] Validation | Batch 280/1463 | Loss: 0.8685 | LM_LOSS: 0.3665 | LB_LOSS: 1.0039 +[2026-05-24 04:10:41] Validation | Batch 290/1463 | Loss: 0.8672 | LM_LOSS: 0.3653 | LB_LOSS: 1.0039 +[2026-05-24 04:10:43] Validation | Batch 300/1463 | Loss: 0.8679 | LM_LOSS: 0.3659 | LB_LOSS: 1.0040 +[2026-05-24 04:10:45] Validation | Batch 310/1463 | Loss: 0.8688 | LM_LOSS: 0.3668 | LB_LOSS: 1.0040 +[2026-05-24 04:10:47] Validation | Batch 320/1463 | Loss: 0.8675 | LM_LOSS: 0.3656 | LB_LOSS: 1.0039 +[2026-05-24 04:10:49] Validation | Batch 330/1463 | Loss: 0.8673 | LM_LOSS: 0.3653 | LB_LOSS: 1.0039 +[2026-05-24 04:10:51] Validation | Batch 340/1463 | Loss: 0.8670 | LM_LOSS: 0.3650 | LB_LOSS: 1.0039 +[2026-05-24 04:10:53] Validation | Batch 350/1463 | Loss: 0.8676 | LM_LOSS: 0.3657 | LB_LOSS: 1.0039 +[2026-05-24 04:10:55] Validation | Batch 360/1463 | Loss: 0.8676 | LM_LOSS: 0.3656 | LB_LOSS: 1.0039 +[2026-05-24 04:10:57] Validation | Batch 370/1463 | Loss: 0.8671 | LM_LOSS: 0.3652 | LB_LOSS: 1.0039 +[2026-05-24 04:10:59] Validation | Batch 380/1463 | Loss: 0.8666 | LM_LOSS: 0.3647 | LB_LOSS: 1.0038 +[2026-05-24 04:11:01] Validation | Batch 390/1463 | Loss: 0.8672 | LM_LOSS: 0.3653 | LB_LOSS: 1.0039 +[2026-05-24 04:11:03] Validation | Batch 400/1463 | Loss: 0.8672 | LM_LOSS: 0.3652 | LB_LOSS: 1.0039 +[2026-05-24 04:11:05] Validation | Batch 410/1463 | Loss: 0.8667 | LM_LOSS: 0.3647 | LB_LOSS: 1.0039 +[2026-05-24 04:11:07] Validation | Batch 420/1463 | Loss: 0.8667 | LM_LOSS: 0.3647 | LB_LOSS: 1.0039 +[2026-05-24 04:11:10] Validation | Batch 430/1463 | Loss: 0.8661 | LM_LOSS: 0.3642 | LB_LOSS: 1.0039 +[2026-05-24 04:11:12] Validation | Batch 440/1463 | Loss: 0.8666 | LM_LOSS: 0.3646 | LB_LOSS: 1.0039 +[2026-05-24 04:11:13] Validation | Batch 450/1463 | Loss: 0.8662 | LM_LOSS: 0.3642 | LB_LOSS: 1.0040 +[2026-05-24 04:11:16] Validation | Batch 460/1463 | Loss: 0.8660 | LM_LOSS: 0.3640 | LB_LOSS: 1.0039 +[2026-05-24 04:11:18] Validation | Batch 470/1463 | Loss: 0.8666 | LM_LOSS: 0.3647 | LB_LOSS: 1.0039 +[2026-05-24 04:11:20] Validation | Batch 480/1463 | Loss: 0.8664 | LM_LOSS: 0.3644 | LB_LOSS: 1.0039 +[2026-05-24 04:11:23] Validation | Batch 490/1463 | Loss: 0.8660 | LM_LOSS: 0.3641 | LB_LOSS: 1.0039 +[2026-05-24 04:11:25] Validation | Batch 500/1463 | Loss: 0.8659 | LM_LOSS: 0.3639 | LB_LOSS: 1.0039 +[2026-05-24 04:11:27] Validation | Batch 510/1463 | Loss: 0.8651 | LM_LOSS: 0.3631 | LB_LOSS: 1.0039 +[2026-05-24 04:11:29] Validation | Batch 520/1463 | Loss: 0.8648 | LM_LOSS: 0.3628 | LB_LOSS: 1.0039 +[2026-05-24 04:11:31] Validation | Batch 530/1463 | Loss: 0.8655 | LM_LOSS: 0.3635 | LB_LOSS: 1.0039 +[2026-05-24 04:11:33] Validation | Batch 540/1463 | Loss: 0.8657 | LM_LOSS: 0.3638 | LB_LOSS: 1.0039 +[2026-05-24 04:11:35] Validation | Batch 550/1463 | Loss: 0.8652 | LM_LOSS: 0.3632 | LB_LOSS: 1.0039 +[2026-05-24 04:11:37] Validation | Batch 560/1463 | Loss: 0.8652 | LM_LOSS: 0.3632 | LB_LOSS: 1.0040 +[2026-05-24 04:11:39] Validation | Batch 570/1463 | Loss: 0.8650 | LM_LOSS: 0.3630 | LB_LOSS: 1.0039 +[2026-05-24 04:11:41] Validation | Batch 580/1463 | Loss: 0.8646 | LM_LOSS: 0.3626 | LB_LOSS: 1.0039 +[2026-05-24 04:11:44] Validation | Batch 590/1463 | Loss: 0.8644 | LM_LOSS: 0.3624 | LB_LOSS: 1.0040 +[2026-05-24 04:11:46] Validation | Batch 600/1463 | Loss: 0.8646 | LM_LOSS: 0.3626 | LB_LOSS: 1.0040 +[2026-05-24 04:11:49] Validation | Batch 610/1463 | Loss: 0.8648 | LM_LOSS: 0.3628 | LB_LOSS: 1.0040 +[2026-05-24 04:11:51] Validation | Batch 620/1463 | Loss: 0.8641 | LM_LOSS: 0.3621 | LB_LOSS: 1.0040 +[2026-05-24 04:11:53] Validation | Batch 630/1463 | Loss: 0.8636 | LM_LOSS: 0.3616 | LB_LOSS: 1.0040 +[2026-05-24 04:11:55] Validation | Batch 640/1463 | Loss: 0.8634 | LM_LOSS: 0.3614 | LB_LOSS: 1.0040 +[2026-05-24 04:11:57] Validation | Batch 650/1463 | Loss: 0.8629 | LM_LOSS: 0.3609 | LB_LOSS: 1.0040 +[2026-05-24 04:11:59] Validation | Batch 660/1463 | Loss: 0.8623 | LM_LOSS: 0.3603 | LB_LOSS: 1.0040 +[2026-05-24 04:12:01] Validation | Batch 670/1463 | Loss: 0.8617 | LM_LOSS: 0.3597 | LB_LOSS: 1.0040 +[2026-05-24 04:12:02] Validation | Batch 680/1463 | Loss: 0.8617 | LM_LOSS: 0.3597 | LB_LOSS: 1.0040 +[2026-05-24 04:12:05] Validation | Batch 690/1463 | Loss: 0.8620 | LM_LOSS: 0.3600 | LB_LOSS: 1.0040 +[2026-05-24 04:12:07] Validation | Batch 700/1463 | Loss: 0.8618 | LM_LOSS: 0.3599 | LB_LOSS: 1.0040 +[2026-05-24 04:12:09] Validation | Batch 710/1463 | Loss: 0.8622 | LM_LOSS: 0.3603 | LB_LOSS: 1.0040 +[2026-05-24 04:12:11] Validation | Batch 720/1463 | Loss: 0.8630 | LM_LOSS: 0.3610 | LB_LOSS: 1.0040 +[2026-05-24 04:12:13] Validation | Batch 730/1463 | Loss: 0.8629 | LM_LOSS: 0.3609 | LB_LOSS: 1.0040 +[2026-05-24 04:12:14] Validation | Batch 740/1463 | Loss: 0.8625 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:12:16] Validation | Batch 750/1463 | Loss: 0.8624 | LM_LOSS: 0.3604 | LB_LOSS: 1.0040 +[2026-05-24 04:12:18] Validation | Batch 760/1463 | Loss: 0.8622 | LM_LOSS: 0.3602 | LB_LOSS: 1.0040 +[2026-05-24 04:12:20] Validation | Batch 770/1463 | Loss: 0.8621 | LM_LOSS: 0.3601 | LB_LOSS: 1.0040 +[2026-05-24 04:12:22] Validation | Batch 780/1463 | Loss: 0.8620 | LM_LOSS: 0.3600 | LB_LOSS: 1.0040 +[2026-05-24 04:12:23] Validation | Batch 790/1463 | Loss: 0.8623 | LM_LOSS: 0.3603 | LB_LOSS: 1.0040 +[2026-05-24 04:12:25] Validation | Batch 800/1463 | Loss: 0.8623 | LM_LOSS: 0.3603 | LB_LOSS: 1.0040 +[2026-05-24 04:12:27] Validation | Batch 810/1463 | Loss: 0.8619 | LM_LOSS: 0.3599 | LB_LOSS: 1.0040 +[2026-05-24 04:12:29] Validation | Batch 820/1463 | Loss: 0.8621 | LM_LOSS: 0.3601 | LB_LOSS: 1.0040 +[2026-05-24 04:12:31] Validation | Batch 830/1463 | Loss: 0.8624 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:12:34] Validation | Batch 840/1463 | Loss: 0.8624 | LM_LOSS: 0.3604 | LB_LOSS: 1.0040 +[2026-05-24 04:12:36] Validation | Batch 850/1463 | Loss: 0.8628 | LM_LOSS: 0.3608 | LB_LOSS: 1.0040 +[2026-05-24 04:12:38] Validation | Batch 860/1463 | Loss: 0.8630 | LM_LOSS: 0.3610 | LB_LOSS: 1.0040 +[2026-05-24 04:12:40] Validation | Batch 870/1463 | Loss: 0.8631 | LM_LOSS: 0.3611 | LB_LOSS: 1.0040 +[2026-05-24 04:12:42] Validation | Batch 880/1463 | Loss: 0.8623 | LM_LOSS: 0.3603 | LB_LOSS: 1.0040 +[2026-05-24 04:12:44] Validation | Batch 890/1463 | Loss: 0.8624 | LM_LOSS: 0.3604 | LB_LOSS: 1.0040 +[2026-05-24 04:12:46] Validation | Batch 900/1463 | Loss: 0.8619 | LM_LOSS: 0.3600 | LB_LOSS: 1.0040 +[2026-05-24 04:12:49] Validation | Batch 910/1463 | Loss: 0.8619 | LM_LOSS: 0.3599 | LB_LOSS: 1.0040 +[2026-05-24 04:12:51] Validation | Batch 920/1463 | Loss: 0.8622 | LM_LOSS: 0.3602 | LB_LOSS: 1.0040 +[2026-05-24 04:12:53] Validation | Batch 930/1463 | Loss: 0.8617 | LM_LOSS: 0.3597 | LB_LOSS: 1.0040 +[2026-05-24 04:12:55] Validation | Batch 940/1463 | Loss: 0.8614 | LM_LOSS: 0.3594 | LB_LOSS: 1.0040 +[2026-05-24 04:12:57] Validation | Batch 950/1463 | Loss: 0.8617 | LM_LOSS: 0.3597 | LB_LOSS: 1.0040 +[2026-05-24 04:12:59] Validation | Batch 960/1463 | Loss: 0.8618 | LM_LOSS: 0.3598 | LB_LOSS: 1.0040 +[2026-05-24 04:13:02] Validation | Batch 970/1463 | Loss: 0.8619 | LM_LOSS: 0.3599 | LB_LOSS: 1.0040 +[2026-05-24 04:13:04] Validation | Batch 980/1463 | Loss: 0.8623 | LM_LOSS: 0.3603 | LB_LOSS: 1.0039 +[2026-05-24 04:13:06] Validation | Batch 990/1463 | Loss: 0.8625 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:13:08] Validation | Batch 1000/1463 | Loss: 0.8631 | LM_LOSS: 0.3611 | LB_LOSS: 1.0040 +[2026-05-24 04:13:10] Validation | Batch 1010/1463 | Loss: 0.8631 | LM_LOSS: 0.3612 | LB_LOSS: 1.0040 +[2026-05-24 04:13:13] Validation | Batch 1020/1463 | Loss: 0.8632 | LM_LOSS: 0.3612 | LB_LOSS: 1.0040 +[2026-05-24 04:13:15] Validation | Batch 1030/1463 | Loss: 0.8638 | LM_LOSS: 0.3618 | LB_LOSS: 1.0040 +[2026-05-24 04:13:17] Validation | Batch 1040/1463 | Loss: 0.8634 | LM_LOSS: 0.3614 | LB_LOSS: 1.0040 +[2026-05-24 04:13:19] Validation | Batch 1050/1463 | Loss: 0.8633 | LM_LOSS: 0.3613 | LB_LOSS: 1.0040 +[2026-05-24 04:13:22] Validation | Batch 1060/1463 | Loss: 0.8632 | LM_LOSS: 0.3612 | LB_LOSS: 1.0040 +[2026-05-24 04:13:24] Validation | Batch 1070/1463 | Loss: 0.8631 | LM_LOSS: 0.3612 | LB_LOSS: 1.0040 +[2026-05-24 04:13:26] Validation | Batch 1080/1463 | Loss: 0.8629 | LM_LOSS: 0.3609 | LB_LOSS: 1.0040 +[2026-05-24 04:13:28] Validation | Batch 1090/1463 | Loss: 0.8629 | LM_LOSS: 0.3609 | LB_LOSS: 1.0040 +[2026-05-24 04:13:29] Validation | Batch 1100/1463 | Loss: 0.8627 | LM_LOSS: 0.3607 | LB_LOSS: 1.0040 +[2026-05-24 04:13:31] Validation | Batch 1110/1463 | Loss: 0.8627 | LM_LOSS: 0.3608 | LB_LOSS: 1.0040 +[2026-05-24 04:13:34] Validation | Batch 1120/1463 | Loss: 0.8625 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:13:36] Validation | Batch 1130/1463 | Loss: 0.8622 | LM_LOSS: 0.3602 | LB_LOSS: 1.0040 +[2026-05-24 04:13:38] Validation | Batch 1140/1463 | Loss: 0.8625 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:13:41] Validation | Batch 1150/1463 | Loss: 0.8625 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:13:43] Validation | Batch 1160/1463 | Loss: 0.8624 | LM_LOSS: 0.3604 | LB_LOSS: 1.0040 +[2026-05-24 04:13:45] Validation | Batch 1170/1463 | Loss: 0.8624 | LM_LOSS: 0.3604 | LB_LOSS: 1.0040 +[2026-05-24 04:13:47] Validation | Batch 1180/1463 | Loss: 0.8625 | LM_LOSS: 0.3605 | LB_LOSS: 1.0040 +[2026-05-24 04:13:49] Validation | Batch 1190/1463 | Loss: 0.8627 | LM_LOSS: 0.3607 | LB_LOSS: 1.0040 +[2026-05-24 04:13:51] Validation | Batch 1200/1463 | Loss: 0.8627 | LM_LOSS: 0.3607 | LB_LOSS: 1.0040 +[2026-05-24 04:13:53] Validation | Batch 1210/1463 | Loss: 0.8630 | LM_LOSS: 0.3610 | LB_LOSS: 1.0040 +[2026-05-24 04:13:55] Validation | Batch 1220/1463 | Loss: 0.8635 | LM_LOSS: 0.3615 | LB_LOSS: 1.0040 +[2026-05-24 04:13:57] Validation | Batch 1230/1463 | Loss: 0.8634 | LM_LOSS: 0.3614 | LB_LOSS: 1.0040 +[2026-05-24 04:13:59] Validation | Batch 1240/1463 | Loss: 0.8637 | LM_LOSS: 0.3617 | LB_LOSS: 1.0040 +[2026-05-24 04:14:02] Validation | Batch 1250/1463 | Loss: 0.8639 | LM_LOSS: 0.3619 | LB_LOSS: 1.0040 +[2026-05-24 04:14:04] Validation | Batch 1260/1463 | Loss: 0.8637 | LM_LOSS: 0.3617 | LB_LOSS: 1.0040 +[2026-05-24 04:14:06] Validation | Batch 1270/1463 | Loss: 0.8635 | LM_LOSS: 0.3615 | LB_LOSS: 1.0040 +[2026-05-24 04:14:09] Validation | Batch 1280/1463 | Loss: 0.8632 | LM_LOSS: 0.3612 | LB_LOSS: 1.0040 +[2026-05-24 04:14:11] Validation | Batch 1290/1463 | Loss: 0.8632 | LM_LOSS: 0.3613 | LB_LOSS: 1.0040 +[2026-05-24 04:14:13] Validation | Batch 1300/1463 | Loss: 0.8630 | LM_LOSS: 0.3610 | LB_LOSS: 1.0040 +[2026-05-24 04:14:15] Validation | Batch 1310/1463 | Loss: 0.8629 | LM_LOSS: 0.3609 | LB_LOSS: 1.0040 +[2026-05-24 04:14:16] Validation | Batch 1320/1463 | Loss: 0.8629 | LM_LOSS: 0.3609 | LB_LOSS: 1.0040 +[2026-05-24 04:14:18] Validation | Batch 1330/1463 | Loss: 0.8629 | LM_LOSS: 0.3610 | LB_LOSS: 1.0040 +[2026-05-24 04:14:20] Validation | Batch 1340/1463 | Loss: 0.8633 | LM_LOSS: 0.3613 | LB_LOSS: 1.0040 +[2026-05-24 04:14:22] Validation | Batch 1350/1463 | Loss: 0.8633 | LM_LOSS: 0.3613 | LB_LOSS: 1.0040 +[2026-05-24 04:14:25] Validation | Batch 1360/1463 | Loss: 0.8636 | LM_LOSS: 0.3616 | LB_LOSS: 1.0040 +[2026-05-24 04:14:27] Validation | Batch 1370/1463 | Loss: 0.8640 | LM_LOSS: 0.3620 | LB_LOSS: 1.0040 +[2026-05-24 04:14:29] Validation | Batch 1380/1463 | Loss: 0.8637 | LM_LOSS: 0.3617 | LB_LOSS: 1.0040 +[2026-05-24 04:14:31] Validation | Batch 1390/1463 | Loss: 0.8636 | LM_LOSS: 0.3616 | LB_LOSS: 1.0040 +[2026-05-24 04:14:33] Validation | Batch 1400/1463 | Loss: 0.8639 | LM_LOSS: 0.3619 | LB_LOSS: 1.0040 +[2026-05-24 04:14:35] Validation | Batch 1410/1463 | Loss: 0.8642 | LM_LOSS: 0.3622 | LB_LOSS: 1.0040 +[2026-05-24 04:14:37] Validation | Batch 1420/1463 | Loss: 0.8642 | LM_LOSS: 0.3622 | LB_LOSS: 1.0040 +[2026-05-24 04:14:40] Validation | Batch 1430/1463 | Loss: 0.8642 | LM_LOSS: 0.3622 | LB_LOSS: 1.0040 +[2026-05-24 04:14:42] Validation | Batch 1440/1463 | Loss: 0.8646 | LM_LOSS: 0.3626 | LB_LOSS: 1.0040 +[2026-05-24 04:14:44] Validation | Batch 1450/1463 | Loss: 0.8643 | LM_LOSS: 0.3624 | LB_LOSS: 1.0040 +[2026-05-24 04:14:46] Validation | Batch 1460/1463 | Loss: 0.8647 | LM_LOSS: 0.3627 | LB_LOSS: 1.0040 +[2026-05-24 04:14:47] Validation | Batch 1463/1463 | Loss: 0.8646 | LM_LOSS: 0.3626 | LB_LOSS: 1.0039 +[2026-05-24 04:14:47] Validation | Loss: 0.8646 | LM_LOSS: 0.3626 | LB_LOSS: 1.0039 | PPL: 1.44 | Time: 308.57s +[2026-05-24 04:14:58] Epoch 3 | Step 10010 | Loss: 0.6652 | LM: 0.1632 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:15:09] Epoch 3 | Step 10020 | Loss: 0.6650 | LM: 0.1632 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:15:20] Epoch 3 | Step 10030 | Loss: 0.6647 | LM: 0.1627 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:15:31] Epoch 3 | Step 10040 | Loss: 0.6647 | LM: 0.1626 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:15:42] Epoch 3 | Step 10050 | Loss: 0.6644 | LM: 0.1625 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:15:53] Epoch 3 | Step 10060 | Loss: 0.6646 | LM: 0.1628 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:16:04] Epoch 3 | Step 10070 | Loss: 0.6648 | LM: 0.1631 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:16:15] Epoch 3 | Step 10080 | Loss: 0.6653 | LM: 0.1639 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:16:26] Epoch 3 | Step 10090 | Loss: 0.6656 | LM: 0.1640 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:16:37] Epoch 3 | Step 10100 | Loss: 0.6655 | LM: 0.1638 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:16:48] Epoch 3 | Step 10110 | Loss: 0.6657 | LM: 0.1637 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:16:59] Epoch 3 | Step 10120 | Loss: 0.6660 | LM: 0.1638 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:17:10] Epoch 3 | Step 10130 | Loss: 0.6664 | LM: 0.1642 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:17:22] Epoch 3 | Step 10140 | Loss: 0.6661 | LM: 0.1634 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:17:33] Epoch 3 | Step 10150 | Loss: 0.6663 | LM: 0.1632 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:17:45] Epoch 3 | Step 10160 | Loss: 0.6662 | LM: 0.1632 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:17:57] Epoch 3 | Step 10170 | Loss: 0.6663 | LM: 0.1629 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:18:09] Epoch 3 | Step 10180 | Loss: 0.6661 | LM: 0.1630 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:18:21] Epoch 3 | Step 10190 | Loss: 0.6661 | LM: 0.1627 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:18:33] Epoch 3 | Step 10200 | Loss: 0.6659 | LM: 0.1620 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:18:44] Epoch 3 | Step 10210 | Loss: 0.6661 | LM: 0.1619 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:18:56] Epoch 3 | Step 10220 | Loss: 0.6660 | LM: 0.1621 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:19:06] Epoch 3 | Step 10230 | Loss: 0.6662 | LM: 0.1622 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:19:17] Epoch 3 | Step 10240 | Loss: 0.6665 | LM: 0.1625 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:19:28] Epoch 3 | Step 10250 | Loss: 0.6664 | LM: 0.1624 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:19:39] Epoch 3 | Step 10260 | Loss: 0.6664 | LM: 0.1621 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:19:50] Epoch 3 | Step 10270 | Loss: 0.6662 | LM: 0.1621 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:20:02] Epoch 3 | Step 10280 | Loss: 0.6663 | LM: 0.1620 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:20:13] Epoch 3 | Step 10290 | Loss: 0.6665 | LM: 0.1625 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:20:25] Epoch 3 | Step 10300 | Loss: 0.6665 | LM: 0.1626 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:20:36] Epoch 3 | Step 10310 | Loss: 0.6662 | LM: 0.1623 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:20:48] Epoch 3 | Step 10320 | Loss: 0.6662 | LM: 0.1627 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:20:59] Epoch 3 | Step 10330 | Loss: 0.6661 | LM: 0.1626 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:21:10] Epoch 3 | Step 10340 | Loss: 0.6662 | LM: 0.1627 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:21:21] Epoch 3 | Step 10350 | Loss: 0.6661 | LM: 0.1628 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:21:31] Epoch 3 | Step 10360 | Loss: 0.6660 | LM: 0.1628 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:21:42] Epoch 3 | Step 10370 | Loss: 0.6662 | LM: 0.1627 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:21:53] Epoch 3 | Step 10380 | Loss: 0.6660 | LM: 0.1623 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:22:04] Epoch 3 | Step 10390 | Loss: 0.6662 | LM: 0.1623 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:22:15] Epoch 3 | Step 10400 | Loss: 0.6663 | LM: 0.1630 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:22:26] Epoch 3 | Step 10410 | Loss: 0.6662 | LM: 0.1631 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:22:37] Epoch 3 | Step 10420 | Loss: 0.6664 | LM: 0.1637 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:22:49] Epoch 3 | Step 10430 | Loss: 0.6661 | LM: 0.1636 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:23:01] Epoch 3 | Step 10440 | Loss: 0.6657 | LM: 0.1633 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:23:12] Epoch 3 | Step 10450 | Loss: 0.6657 | LM: 0.1632 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:23:24] Epoch 3 | Step 10460 | Loss: 0.6658 | LM: 0.1633 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:23:36] Epoch 3 | Step 10470 | Loss: 0.6658 | LM: 0.1632 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:23:48] Epoch 3 | Step 10480 | Loss: 0.6657 | LM: 0.1629 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:23:59] Epoch 3 | Step 10490 | Loss: 0.6657 | LM: 0.1629 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.265/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:24:11] Epoch 3 | Step 10500 | Loss: 0.6656 | LM: 0.1626 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:24:23] Epoch 3 | Step 10510 | Loss: 0.6655 | LM: 0.1626 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:24:35] Epoch 3 | Step 10520 | Loss: 0.6657 | LM: 0.1628 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:24:47] Epoch 3 | Step 10530 | Loss: 0.6659 | LM: 0.1632 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:24:58] Epoch 3 | Step 10540 | Loss: 0.6658 | LM: 0.1632 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:25:09] Epoch 3 | Step 10550 | Loss: 0.6659 | LM: 0.1635 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:25:20] Epoch 3 | Step 10560 | Loss: 0.6659 | LM: 0.1636 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:25:31] Epoch 3 | Step 10570 | Loss: 0.6660 | LM: 0.1637 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:25:42] Epoch 3 | Step 10580 | Loss: 0.6661 | LM: 0.1637 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:25:53] Epoch 3 | Step 10590 | Loss: 0.6662 | LM: 0.1638 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:26:04] Epoch 3 | Step 10600 | Loss: 0.6661 | LM: 0.1637 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:26:16] Epoch 3 | Step 10610 | Loss: 0.6660 | LM: 0.1637 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:26:27] Epoch 3 | Step 10620 | Loss: 0.6661 | LM: 0.1637 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:26:38] Epoch 3 | Step 10630 | Loss: 0.6662 | LM: 0.1641 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:26:49] Epoch 3 | Step 10640 | Loss: 0.6663 | LM: 0.1647 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:27:00] Epoch 3 | Step 10650 | Loss: 0.6664 | LM: 0.1647 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:27:11] Epoch 3 | Step 10660 | Loss: 0.6663 | LM: 0.1649 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:27:22] Epoch 3 | Step 10670 | Loss: 0.6663 | LM: 0.1650 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:27:34] Epoch 3 | Step 10680 | Loss: 0.6663 | LM: 0.1649 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:27:45] Epoch 3 | Step 10690 | Loss: 0.6663 | LM: 0.1652 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:27:56] Epoch 3 | Step 10700 | Loss: 0.6666 | LM: 0.1656 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:28:07] Epoch 3 | Step 10710 | Loss: 0.6666 | LM: 0.1656 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:28:18] Epoch 3 | Step 10720 | Loss: 0.6666 | LM: 0.1655 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:28:29] Epoch 3 | Step 10730 | Loss: 0.6667 | LM: 0.1655 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:28:40] Epoch 3 | Step 10740 | Loss: 0.6666 | LM: 0.1654 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:28:51] Epoch 3 | Step 10750 | Loss: 0.6666 | LM: 0.1654 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:29:01] Epoch 3 | Step 10760 | Loss: 0.6666 | LM: 0.1653 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:29:13] Epoch 3 | Step 10770 | Loss: 0.6668 | LM: 0.1661 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:29:24] Epoch 3 | Step 10780 | Loss: 0.6667 | LM: 0.1658 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:29:36] Epoch 3 | Step 10790 | Loss: 0.6666 | LM: 0.1657 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:29:47] Epoch 3 | Step 10800 | Loss: 0.6667 | LM: 0.1656 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:29:58] Epoch 3 | Step 10810 | Loss: 0.6666 | LM: 0.1655 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:30:09] Epoch 3 | Step 10820 | Loss: 0.6668 | LM: 0.1654 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:30:21] Epoch 3 | Step 10830 | Loss: 0.6668 | LM: 0.1653 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:30:32] Epoch 3 | Step 10840 | Loss: 0.6667 | LM: 0.1653 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:30:43] Epoch 3 | Step 10850 | Loss: 0.6666 | LM: 0.1652 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:30:55] Epoch 3 | Step 10860 | Loss: 0.6667 | LM: 0.1651 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:31:07] Epoch 3 | Step 10870 | Loss: 0.6667 | LM: 0.1650 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:31:18] Epoch 3 | Step 10880 | Loss: 0.6668 | LM: 0.1649 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:31:29] Epoch 3 | Step 10890 | Loss: 0.6666 | LM: 0.1647 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:31:40] Epoch 3 | Step 10900 | Loss: 0.6666 | LM: 0.1647 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:31:52] Epoch 3 | Step 10910 | Loss: 0.6667 | LM: 0.1646 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:32:03] Epoch 3 | Step 10920 | Loss: 0.6666 | LM: 0.1648 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:32:14] Epoch 3 | Step 10930 | Loss: 0.6666 | LM: 0.1649 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:32:26] Epoch 3 | Step 10940 | Loss: 0.6668 | LM: 0.1650 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:32:37] Epoch 3 | Step 10950 | Loss: 0.6669 | LM: 0.1651 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:32:47] Epoch 3 | Step 10960 | Loss: 0.6670 | LM: 0.1653 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:32:58] Epoch 3 | Step 10970 | Loss: 0.6670 | LM: 0.1652 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:33:09] Epoch 3 | Step 10980 | Loss: 0.6670 | LM: 0.1650 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:33:21] Epoch 3 | Step 10990 | Loss: 0.6670 | LM: 0.1652 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:33:32] Epoch 3 | Step 11000 | Loss: 0.6670 | LM: 0.1650 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:33:33] Validation | Batch 10/1463 | Loss: 0.8401 | LM_LOSS: 0.3392 | LB_LOSS: 1.0019 +[2026-05-24 04:33:35] Validation | Batch 20/1463 | Loss: 0.8486 | LM_LOSS: 0.3472 | LB_LOSS: 1.0028 +[2026-05-24 04:33:38] Validation | Batch 30/1463 | Loss: 0.8482 | LM_LOSS: 0.3467 | LB_LOSS: 1.0031 +[2026-05-24 04:33:39] Validation | Batch 40/1463 | Loss: 0.8554 | LM_LOSS: 0.3536 | LB_LOSS: 1.0035 +[2026-05-24 04:33:41] Validation | Batch 50/1463 | Loss: 0.8642 | LM_LOSS: 0.3625 | LB_LOSS: 1.0033 +[2026-05-24 04:33:44] Validation | Batch 60/1463 | Loss: 0.8629 | LM_LOSS: 0.3613 | LB_LOSS: 1.0032 +[2026-05-24 04:33:47] Validation | Batch 70/1463 | Loss: 0.8627 | LM_LOSS: 0.3611 | LB_LOSS: 1.0032 +[2026-05-24 04:33:49] Validation | Batch 80/1463 | Loss: 0.8648 | LM_LOSS: 0.3632 | LB_LOSS: 1.0032 +[2026-05-24 04:33:51] Validation | Batch 90/1463 | Loss: 0.8644 | LM_LOSS: 0.3628 | LB_LOSS: 1.0032 +[2026-05-24 04:33:53] Validation | Batch 100/1463 | Loss: 0.8645 | LM_LOSS: 0.3629 | LB_LOSS: 1.0032 +[2026-05-24 04:33:55] Validation | Batch 110/1463 | Loss: 0.8622 | LM_LOSS: 0.3606 | LB_LOSS: 1.0033 +[2026-05-24 04:33:57] Validation | Batch 120/1463 | Loss: 0.8650 | LM_LOSS: 0.3633 | LB_LOSS: 1.0034 +[2026-05-24 04:33:59] Validation | Batch 130/1463 | Loss: 0.8671 | LM_LOSS: 0.3654 | LB_LOSS: 1.0034 +[2026-05-24 04:34:01] Validation | Batch 140/1463 | Loss: 0.8684 | LM_LOSS: 0.3667 | LB_LOSS: 1.0034 +[2026-05-24 04:34:04] Validation | Batch 150/1463 | Loss: 0.8659 | LM_LOSS: 0.3642 | LB_LOSS: 1.0035 +[2026-05-24 04:34:06] Validation | Batch 160/1463 | Loss: 0.8660 | LM_LOSS: 0.3643 | LB_LOSS: 1.0035 +[2026-05-24 04:34:08] Validation | Batch 170/1463 | Loss: 0.8647 | LM_LOSS: 0.3629 | LB_LOSS: 1.0035 +[2026-05-24 04:34:10] Validation | Batch 180/1463 | Loss: 0.8649 | LM_LOSS: 0.3632 | LB_LOSS: 1.0035 +[2026-05-24 04:34:12] Validation | Batch 190/1463 | Loss: 0.8665 | LM_LOSS: 0.3647 | LB_LOSS: 1.0035 +[2026-05-24 04:34:14] Validation | Batch 200/1463 | Loss: 0.8664 | LM_LOSS: 0.3647 | LB_LOSS: 1.0035 +[2026-05-24 04:34:16] Validation | Batch 210/1463 | Loss: 0.8669 | LM_LOSS: 0.3651 | LB_LOSS: 1.0035 +[2026-05-24 04:34:19] Validation | Batch 220/1463 | Loss: 0.8661 | LM_LOSS: 0.3644 | LB_LOSS: 1.0035 +[2026-05-24 04:34:21] Validation | Batch 230/1463 | Loss: 0.8676 | LM_LOSS: 0.3659 | LB_LOSS: 1.0034 +[2026-05-24 04:34:23] Validation | Batch 240/1463 | Loss: 0.8691 | LM_LOSS: 0.3674 | LB_LOSS: 1.0034 +[2026-05-24 04:34:26] Validation | Batch 250/1463 | Loss: 0.8683 | LM_LOSS: 0.3666 | LB_LOSS: 1.0034 +[2026-05-24 04:34:28] Validation | Batch 260/1463 | Loss: 0.8704 | LM_LOSS: 0.3686 | LB_LOSS: 1.0035 +[2026-05-24 04:34:30] Validation | Batch 270/1463 | Loss: 0.8683 | LM_LOSS: 0.3666 | LB_LOSS: 1.0035 +[2026-05-24 04:34:32] Validation | Batch 280/1463 | Loss: 0.8689 | LM_LOSS: 0.3671 | LB_LOSS: 1.0035 +[2026-05-24 04:34:34] Validation | Batch 290/1463 | Loss: 0.8677 | LM_LOSS: 0.3659 | LB_LOSS: 1.0035 +[2026-05-24 04:34:36] Validation | Batch 300/1463 | Loss: 0.8683 | LM_LOSS: 0.3665 | LB_LOSS: 1.0036 +[2026-05-24 04:34:38] Validation | Batch 310/1463 | Loss: 0.8692 | LM_LOSS: 0.3674 | LB_LOSS: 1.0036 +[2026-05-24 04:34:40] Validation | Batch 320/1463 | Loss: 0.8679 | LM_LOSS: 0.3661 | LB_LOSS: 1.0035 +[2026-05-24 04:34:42] Validation | Batch 330/1463 | Loss: 0.8677 | LM_LOSS: 0.3659 | LB_LOSS: 1.0035 +[2026-05-24 04:34:44] Validation | Batch 340/1463 | Loss: 0.8673 | LM_LOSS: 0.3656 | LB_LOSS: 1.0035 +[2026-05-24 04:34:46] Validation 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04:35:07] Validation | Batch 450/1463 | Loss: 0.8662 | LM_LOSS: 0.3644 | LB_LOSS: 1.0036 +[2026-05-24 04:35:09] Validation | Batch 460/1463 | Loss: 0.8659 | LM_LOSS: 0.3641 | LB_LOSS: 1.0036 +[2026-05-24 04:35:12] Validation | Batch 470/1463 | Loss: 0.8667 | LM_LOSS: 0.3649 | LB_LOSS: 1.0035 +[2026-05-24 04:35:14] Validation | Batch 480/1463 | Loss: 0.8665 | LM_LOSS: 0.3647 | LB_LOSS: 1.0035 +[2026-05-24 04:35:16] Validation | Batch 490/1463 | Loss: 0.8662 | LM_LOSS: 0.3644 | LB_LOSS: 1.0035 +[2026-05-24 04:35:19] Validation | Batch 500/1463 | Loss: 0.8661 | LM_LOSS: 0.3643 | LB_LOSS: 1.0035 +[2026-05-24 04:35:21] Validation | Batch 510/1463 | Loss: 0.8652 | LM_LOSS: 0.3634 | LB_LOSS: 1.0035 +[2026-05-24 04:35:23] Validation | Batch 520/1463 | Loss: 0.8649 | LM_LOSS: 0.3632 | LB_LOSS: 1.0035 +[2026-05-24 04:35:25] Validation | Batch 530/1463 | Loss: 0.8656 | LM_LOSS: 0.3638 | LB_LOSS: 1.0035 +[2026-05-24 04:35:26] Validation | Batch 540/1463 | Loss: 0.8657 | LM_LOSS: 0.3640 | LB_LOSS: 1.0035 +[2026-05-24 04:35:28] Validation | Batch 550/1463 | Loss: 0.8653 | LM_LOSS: 0.3635 | LB_LOSS: 1.0036 +[2026-05-24 04:35:30] Validation | Batch 560/1463 | Loss: 0.8654 | LM_LOSS: 0.3636 | LB_LOSS: 1.0036 +[2026-05-24 04:35:33] Validation | Batch 570/1463 | Loss: 0.8653 | LM_LOSS: 0.3635 | LB_LOSS: 1.0036 +[2026-05-24 04:35:35] Validation | Batch 580/1463 | Loss: 0.8648 | LM_LOSS: 0.3631 | LB_LOSS: 1.0036 +[2026-05-24 04:35:37] Validation | Batch 590/1463 | Loss: 0.8646 | LM_LOSS: 0.3628 | LB_LOSS: 1.0036 +[2026-05-24 04:35:39] Validation | Batch 600/1463 | Loss: 0.8648 | LM_LOSS: 0.3630 | LB_LOSS: 1.0036 +[2026-05-24 04:35:42] Validation | Batch 610/1463 | Loss: 0.8651 | LM_LOSS: 0.3633 | LB_LOSS: 1.0036 +[2026-05-24 04:35:44] Validation | Batch 620/1463 | Loss: 0.8644 | LM_LOSS: 0.3626 | LB_LOSS: 1.0036 +[2026-05-24 04:35:46] Validation | Batch 630/1463 | Loss: 0.8640 | LM_LOSS: 0.3622 | LB_LOSS: 1.0036 +[2026-05-24 04:35:48] Validation | Batch 640/1463 | Loss: 0.8638 | LM_LOSS: 0.3620 | LB_LOSS: 1.0036 +[2026-05-24 04:35:50] Validation | Batch 650/1463 | Loss: 0.8634 | LM_LOSS: 0.3615 | LB_LOSS: 1.0036 +[2026-05-24 04:35:52] Validation | Batch 660/1463 | Loss: 0.8628 | LM_LOSS: 0.3609 | LB_LOSS: 1.0036 +[2026-05-24 04:35:54] Validation | Batch 670/1463 | Loss: 0.8622 | LM_LOSS: 0.3604 | LB_LOSS: 1.0036 +[2026-05-24 04:35:56] Validation | Batch 680/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0036 +[2026-05-24 04:35:58] Validation | Batch 690/1463 | Loss: 0.8624 | LM_LOSS: 0.3606 | LB_LOSS: 1.0036 +[2026-05-24 04:36:00] Validation | Batch 700/1463 | Loss: 0.8623 | LM_LOSS: 0.3605 | LB_LOSS: 1.0036 +[2026-05-24 04:36:02] Validation | Batch 710/1463 | Loss: 0.8626 | LM_LOSS: 0.3608 | LB_LOSS: 1.0036 +[2026-05-24 04:36:04] Validation | Batch 720/1463 | Loss: 0.8633 | LM_LOSS: 0.3615 | LB_LOSS: 1.0036 +[2026-05-24 04:36:06] Validation | Batch 730/1463 | Loss: 0.8633 | LM_LOSS: 0.3615 | LB_LOSS: 1.0036 +[2026-05-24 04:36:08] Validation | Batch 740/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0037 +[2026-05-24 04:36:10] Validation | Batch 750/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:36:11] Validation | Batch 760/1463 | Loss: 0.8627 | LM_LOSS: 0.3609 | LB_LOSS: 1.0036 +[2026-05-24 04:36:13] Validation | Batch 770/1463 | Loss: 0.8627 | LM_LOSS: 0.3608 | LB_LOSS: 1.0037 +[2026-05-24 04:36:15] Validation | Batch 780/1463 | Loss: 0.8626 | LM_LOSS: 0.3608 | LB_LOSS: 1.0036 +[2026-05-24 04:36:17] Validation | Batch 790/1463 | Loss: 0.8628 | LM_LOSS: 0.3609 | LB_LOSS: 1.0036 +[2026-05-24 04:36:19] Validation | Batch 800/1463 | Loss: 0.8628 | LM_LOSS: 0.3610 | LB_LOSS: 1.0036 +[2026-05-24 04:36:21] Validation | Batch 810/1463 | Loss: 0.8623 | LM_LOSS: 0.3605 | LB_LOSS: 1.0036 +[2026-05-24 04:36:23] Validation | Batch 820/1463 | Loss: 0.8626 | LM_LOSS: 0.3608 | LB_LOSS: 1.0036 +[2026-05-24 04:36:25] Validation | Batch 830/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:36:28] Validation | Batch 840/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:36:30] Validation | Batch 850/1463 | Loss: 0.8632 | LM_LOSS: 0.3614 | LB_LOSS: 1.0036 +[2026-05-24 04:36:32] Validation | Batch 860/1463 | Loss: 0.8635 | LM_LOSS: 0.3617 | LB_LOSS: 1.0036 +[2026-05-24 04:36:34] Validation | Batch 870/1463 | Loss: 0.8636 | LM_LOSS: 0.3618 | LB_LOSS: 1.0036 +[2026-05-24 04:36:36] Validation | Batch 880/1463 | Loss: 0.8628 | LM_LOSS: 0.3610 | LB_LOSS: 1.0036 +[2026-05-24 04:36:38] Validation | Batch 890/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:36:40] Validation | Batch 900/1463 | Loss: 0.8624 | LM_LOSS: 0.3606 | LB_LOSS: 1.0036 +[2026-05-24 04:36:42] Validation | Batch 910/1463 | Loss: 0.8623 | LM_LOSS: 0.3605 | LB_LOSS: 1.0036 +[2026-05-24 04:36:45] Validation | Batch 920/1463 | Loss: 0.8626 | LM_LOSS: 0.3608 | LB_LOSS: 1.0036 +[2026-05-24 04:36:47] Validation | Batch 930/1463 | Loss: 0.8622 | LM_LOSS: 0.3603 | LB_LOSS: 1.0036 +[2026-05-24 04:36:49] Validation | Batch 940/1463 | Loss: 0.8618 | LM_LOSS: 0.3600 | LB_LOSS: 1.0036 +[2026-05-24 04:36:51] Validation | Batch 950/1463 | Loss: 0.8621 | LM_LOSS: 0.3603 | LB_LOSS: 1.0036 +[2026-05-24 04:36:53] Validation | Batch 960/1463 | Loss: 0.8622 | LM_LOSS: 0.3604 | LB_LOSS: 1.0036 +[2026-05-24 04:36:56] Validation | Batch 970/1463 | Loss: 0.8623 | LM_LOSS: 0.3605 | LB_LOSS: 1.0036 +[2026-05-24 04:36:58] Validation | Batch 980/1463 | Loss: 0.8627 | LM_LOSS: 0.3609 | LB_LOSS: 1.0036 +[2026-05-24 04:37:00] Validation | Batch 990/1463 | Loss: 0.8630 | LM_LOSS: 0.3612 | LB_LOSS: 1.0036 +[2026-05-24 04:37:02] Validation | Batch 1000/1463 | Loss: 0.8636 | LM_LOSS: 0.3618 | LB_LOSS: 1.0036 +[2026-05-24 04:37:05] Validation | Batch 1010/1463 | Loss: 0.8637 | LM_LOSS: 0.3619 | LB_LOSS: 1.0036 +[2026-05-24 04:37:07] Validation | Batch 1020/1463 | Loss: 0.8638 | LM_LOSS: 0.3620 | LB_LOSS: 1.0036 +[2026-05-24 04:37:09] Validation | Batch 1030/1463 | Loss: 0.8644 | LM_LOSS: 0.3626 | LB_LOSS: 1.0036 +[2026-05-24 04:37:11] Validation | Batch 1040/1463 | Loss: 0.8639 | LM_LOSS: 0.3621 | LB_LOSS: 1.0036 +[2026-05-24 04:37:14] Validation | Batch 1050/1463 | Loss: 0.8638 | LM_LOSS: 0.3620 | LB_LOSS: 1.0036 +[2026-05-24 04:37:16] Validation | Batch 1060/1463 | Loss: 0.8638 | LM_LOSS: 0.3620 | LB_LOSS: 1.0036 +[2026-05-24 04:37:18] Validation | Batch 1070/1463 | Loss: 0.8637 | LM_LOSS: 0.3619 | LB_LOSS: 1.0036 +[2026-05-24 04:37:20] Validation | Batch 1080/1463 | Loss: 0.8635 | LM_LOSS: 0.3617 | LB_LOSS: 1.0036 +[2026-05-24 04:37:22] Validation | Batch 1090/1463 | Loss: 0.8633 | LM_LOSS: 0.3615 | LB_LOSS: 1.0036 +[2026-05-24 04:37:24] Validation | Batch 1100/1463 | Loss: 0.8631 | LM_LOSS: 0.3613 | LB_LOSS: 1.0036 +[2026-05-24 04:37:26] Validation | Batch 1110/1463 | Loss: 0.8631 | LM_LOSS: 0.3613 | LB_LOSS: 1.0036 +[2026-05-24 04:37:28] Validation | Batch 1120/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:37:30] Validation | Batch 1130/1463 | Loss: 0.8626 | LM_LOSS: 0.3608 | LB_LOSS: 1.0036 +[2026-05-24 04:37:32] Validation | Batch 1140/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:37:35] Validation | Batch 1150/1463 | Loss: 0.8628 | LM_LOSS: 0.3610 | LB_LOSS: 1.0036 +[2026-05-24 04:37:37] Validation | Batch 1160/1463 | Loss: 0.8627 | LM_LOSS: 0.3609 | LB_LOSS: 1.0036 +[2026-05-24 04:37:39] Validation | Batch 1170/1463 | Loss: 0.8627 | LM_LOSS: 0.3609 | LB_LOSS: 1.0036 +[2026-05-24 04:37:41] Validation | Batch 1180/1463 | Loss: 0.8628 | LM_LOSS: 0.3610 | LB_LOSS: 1.0036 +[2026-05-24 04:37:44] Validation | Batch 1190/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:37:46] Validation | Batch 1200/1463 | Loss: 0.8630 | LM_LOSS: 0.3612 | LB_LOSS: 1.0036 +[2026-05-24 04:37:48] Validation | Batch 1210/1463 | Loss: 0.8632 | LM_LOSS: 0.3614 | LB_LOSS: 1.0036 +[2026-05-24 04:37:50] Validation | Batch 1220/1463 | Loss: 0.8636 | LM_LOSS: 0.3618 | LB_LOSS: 1.0036 +[2026-05-24 04:37:52] Validation | Batch 1230/1463 | Loss: 0.8636 | LM_LOSS: 0.3618 | LB_LOSS: 1.0036 +[2026-05-24 04:37:54] Validation | Batch 1240/1463 | Loss: 0.8638 | LM_LOSS: 0.3620 | LB_LOSS: 1.0036 +[2026-05-24 04:37:56] Validation | Batch 1250/1463 | Loss: 0.8640 | LM_LOSS: 0.3622 | LB_LOSS: 1.0036 +[2026-05-24 04:37:59] Validation | Batch 1260/1463 | Loss: 0.8639 | LM_LOSS: 0.3621 | LB_LOSS: 1.0036 +[2026-05-24 04:38:01] Validation | Batch 1270/1463 | Loss: 0.8636 | LM_LOSS: 0.3618 | LB_LOSS: 1.0036 +[2026-05-24 04:38:03] Validation | Batch 1280/1463 | Loss: 0.8634 | LM_LOSS: 0.3616 | LB_LOSS: 1.0036 +[2026-05-24 04:38:05] Validation | Batch 1290/1463 | Loss: 0.8633 | LM_LOSS: 0.3615 | LB_LOSS: 1.0036 +[2026-05-24 04:38:07] Validation | Batch 1300/1463 | Loss: 0.8631 | LM_LOSS: 0.3613 | LB_LOSS: 1.0036 +[2026-05-24 04:38:10] Validation | Batch 1310/1463 | Loss: 0.8629 | LM_LOSS: 0.3611 | LB_LOSS: 1.0036 +[2026-05-24 04:38:11] Validation | Batch 1320/1463 | Loss: 0.8630 | LM_LOSS: 0.3612 | LB_LOSS: 1.0036 +[2026-05-24 04:38:13] Validation | Batch 1330/1463 | Loss: 0.8630 | LM_LOSS: 0.3612 | LB_LOSS: 1.0036 +[2026-05-24 04:38:15] Validation | Batch 1340/1463 | Loss: 0.8634 | LM_LOSS: 0.3616 | LB_LOSS: 1.0036 +[2026-05-24 04:38:17] Validation | Batch 1350/1463 | Loss: 0.8634 | LM_LOSS: 0.3616 | LB_LOSS: 1.0036 +[2026-05-24 04:38:20] Validation | Batch 1360/1463 | Loss: 0.8637 | LM_LOSS: 0.3619 | LB_LOSS: 1.0036 +[2026-05-24 04:38:22] Validation | Batch 1370/1463 | Loss: 0.8641 | LM_LOSS: 0.3623 | LB_LOSS: 1.0036 +[2026-05-24 04:38:24] Validation | Batch 1380/1463 | Loss: 0.8638 | LM_LOSS: 0.3620 | LB_LOSS: 1.0036 +[2026-05-24 04:38:26] Validation | Batch 1390/1463 | Loss: 0.8637 | LM_LOSS: 0.3619 | LB_LOSS: 1.0036 +[2026-05-24 04:38:28] Validation | Batch 1400/1463 | Loss: 0.8640 | LM_LOSS: 0.3622 | LB_LOSS: 1.0036 +[2026-05-24 04:38:30] Validation | Batch 1410/1463 | Loss: 0.8643 | LM_LOSS: 0.3625 | LB_LOSS: 1.0036 +[2026-05-24 04:38:32] Validation | Batch 1420/1463 | Loss: 0.8644 | LM_LOSS: 0.3626 | LB_LOSS: 1.0036 +[2026-05-24 04:38:35] Validation | Batch 1430/1463 | Loss: 0.8643 | LM_LOSS: 0.3625 | LB_LOSS: 1.0036 +[2026-05-24 04:38:37] Validation | Batch 1440/1463 | Loss: 0.8647 | LM_LOSS: 0.3629 | LB_LOSS: 1.0036 +[2026-05-24 04:38:39] Validation | Batch 1450/1463 | Loss: 0.8644 | LM_LOSS: 0.3626 | LB_LOSS: 1.0036 +[2026-05-24 04:38:41] Validation | Batch 1460/1463 | Loss: 0.8648 | LM_LOSS: 0.3630 | LB_LOSS: 1.0036 +[2026-05-24 04:38:42] Validation | Batch 1463/1463 | Loss: 0.8647 | LM_LOSS: 0.3629 | LB_LOSS: 1.0036 +[2026-05-24 04:38:42] Validation | Loss: 0.8647 | LM_LOSS: 0.3629 | LB_LOSS: 1.0036 | PPL: 1.44 | Time: 310.34s +[2026-05-24 04:38:53] Epoch 3 | Step 11010 | Loss: 0.6670 | LM: 0.1650 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:39:05] Epoch 3 | Step 11020 | Loss: 0.6671 | LM: 0.1652 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:39:16] Epoch 3 | Step 11030 | Loss: 0.6671 | LM: 0.1652 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:39:28] Epoch 3 | Step 11040 | Loss: 0.6671 | LM: 0.1655 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:39:39] Epoch 3 | Step 11050 | Loss: 0.6671 | LM: 0.1654 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:39:50] Epoch 3 | Step 11060 | Loss: 0.6672 | LM: 0.1655 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 1.00e-04 +[2026-05-24 04:40:02] Epoch 3 | Step 11070 | Loss: 0.6672 | LM: 0.1654 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:40:13] Epoch 3 | Step 11080 | Loss: 0.6673 | LM: 0.1656 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:40:25] Epoch 3 | Step 11090 | Loss: 0.6674 | LM: 0.1657 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:40:37] Epoch 3 | Step 11100 | Loss: 0.6675 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:40:48] Epoch 3 | Step 11110 | Loss: 0.6675 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:41:00] Epoch 3 | Step 11120 | Loss: 0.6675 | LM: 0.1662 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:41:11] Epoch 3 | Step 11130 | Loss: 0.6675 | LM: 0.1662 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:41:22] Epoch 3 | Step 11140 | Loss: 0.6676 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:41:34] Epoch 3 | Step 11150 | Loss: 0.6678 | LM: 0.1665 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:41:45] Epoch 3 | Step 11160 | Loss: 0.6678 | LM: 0.1664 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:41:57] Epoch 3 | Step 11170 | Loss: 0.6679 | LM: 0.1666 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:42:09] Epoch 3 | Step 11180 | Loss: 0.6679 | LM: 0.1666 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:42:20] Epoch 3 | Step 11190 | Loss: 0.6679 | LM: 0.1667 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:42:32] Epoch 3 | Step 11200 | Loss: 0.6679 | LM: 0.1666 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:42:43] Epoch 3 | Step 11210 | Loss: 0.6679 | LM: 0.1665 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:42:55] Epoch 3 | Step 11220 | Loss: 0.6679 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:43:07] Epoch 3 | Step 11230 | Loss: 0.6678 | LM: 0.1660 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:43:19] Epoch 3 | Step 11240 | Loss: 0.6680 | LM: 0.1660 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:43:31] Epoch 3 | Step 11250 | Loss: 0.6679 | LM: 0.1662 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:43:43] Epoch 3 | Step 11260 | Loss: 0.6680 | LM: 0.1662 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:43:55] Epoch 3 | Step 11270 | Loss: 0.6680 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.280 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:44:06] Epoch 3 | Step 11280 | Loss: 0.6680 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:44:17] Epoch 3 | Step 11290 | Loss: 0.6682 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 1.00e-04 +[2026-05-24 04:44:28] Epoch 3 | Step 11300 | Loss: 0.6681 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.99e-05 +[2026-05-24 04:44:40] Epoch 3 | Step 11310 | Loss: 0.6681 | LM: 0.1662 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.99e-05 +[2026-05-24 04:44:52] Epoch 3 | Step 11320 | Loss: 0.6680 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.99e-05 +[2026-05-24 04:45:03] Epoch 3 | Step 11330 | Loss: 0.6680 | LM: 0.1664 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.98e-05 +[2026-05-24 04:45:15] Epoch 3 | Step 11340 | Loss: 0.6681 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.98e-05 +[2026-05-24 04:45:26] Epoch 3 | Step 11350 | Loss: 0.6680 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.97e-05 +[2026-05-24 04:45:37] Epoch 3 | Step 11360 | Loss: 0.6679 | LM: 0.1662 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.97e-05 +[2026-05-24 04:45:48] Epoch 3 | Step 11370 | Loss: 0.6679 | LM: 0.1659 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.96e-05 +[2026-05-24 04:45:59] Epoch 3 | Step 11380 | Loss: 0.6679 | LM: 0.1658 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.95e-05 +[2026-05-24 04:46:10] Epoch 3 | Step 11390 | Loss: 0.6680 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.95e-05 +[2026-05-24 04:46:21] Epoch 3 | Step 11400 | Loss: 0.6680 | LM: 0.1660 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.94e-05 +[2026-05-24 04:46:32] Epoch 3 | Step 11410 | Loss: 0.6682 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.93e-05 +[2026-05-24 04:46:43] Epoch 3 | Step 11420 | Loss: 0.6682 | LM: 0.1661 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.92e-05 +[2026-05-24 04:46:55] Epoch 3 | Step 11430 | Loss: 0.6682 | LM: 0.1663 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.91e-05 +[2026-05-24 04:47:06] Epoch 3 | Step 11440 | Loss: 0.6682 | LM: 0.1665 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.90e-05 +[2026-05-24 04:47:18] Epoch 3 | Step 11450 | Loss: 0.6682 | LM: 0.1663 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.89e-05 +[2026-05-24 04:47:30] Epoch 3 | Step 11460 | Loss: 0.6683 | LM: 0.1664 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.88e-05 +[2026-05-24 04:47:41] Epoch 3 | Step 11470 | Loss: 0.6684 | LM: 0.1665 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.86e-05 +[2026-05-24 04:47:53] Epoch 3 | Step 11480 | Loss: 0.6685 | LM: 0.1664 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.85e-05 +[2026-05-24 04:48:05] Epoch 3 | Step 11490 | Loss: 0.6685 | LM: 0.1666 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.84e-05 +[2026-05-24 04:48:16] Epoch 3 | Step 11500 | Loss: 0.6685 | LM: 0.1667 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.83e-05 +[2026-05-24 04:48:27] Epoch 3 | Step 11510 | Loss: 0.6685 | LM: 0.1667 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.81e-05 +[2026-05-24 04:48:39] Epoch 3 | Step 11520 | Loss: 0.6686 | LM: 0.1667 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.80e-05 +[2026-05-24 04:48:50] Epoch 3 | Step 11530 | Loss: 0.6688 | LM: 0.1670 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.78e-05 +[2026-05-24 04:49:02] Epoch 3 | Step 11540 | Loss: 0.6687 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.77e-05 +[2026-05-24 04:49:14] Epoch 3 | Step 11550 | Loss: 0.6689 | LM: 0.1670 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.75e-05 +[2026-05-24 04:49:25] Epoch 3 | Step 11560 | Loss: 0.6689 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.73e-05 +[2026-05-24 04:49:37] Epoch 3 | Step 11570 | Loss: 0.6690 | LM: 0.1671 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.72e-05 +[2026-05-24 04:49:48] Epoch 3 | Step 11580 | Loss: 0.6691 | LM: 0.1673 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.70e-05 +[2026-05-24 04:50:00] Epoch 3 | Step 11590 | Loss: 0.6692 | LM: 0.1676 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.68e-05 +[2026-05-24 04:50:12] Epoch 3 | Step 11600 | Loss: 0.6690 | LM: 0.1673 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.66e-05 +[2026-05-24 04:50:23] Epoch 3 | Step 11610 | Loss: 0.6691 | LM: 0.1673 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.64e-05 +[2026-05-24 04:50:34] Epoch 3 | Step 11620 | Loss: 0.6691 | LM: 0.1671 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.62e-05 +[2026-05-24 04:50:45] Epoch 3 | Step 11630 | Loss: 0.6691 | LM: 0.1673 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.306/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.60e-05 +[2026-05-24 04:50:57] Epoch 3 | Step 11640 | Loss: 0.6691 | LM: 0.1672 | LB: 1.0053 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.58e-05 +[2026-05-24 04:51:08] Epoch 3 | Step 11650 | Loss: 0.6691 | LM: 0.1672 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.227 | LR: 9.56e-05 +[2026-05-24 04:51:20] Epoch 3 | Step 11660 | Loss: 0.6691 | LM: 0.1671 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.54e-05 +[2026-05-24 04:51:31] Epoch 3 | Step 11670 | Loss: 0.6691 | LM: 0.1670 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.51e-05 +[2026-05-24 04:51:43] Epoch 3 | Step 11680 | Loss: 0.6690 | LM: 0.1670 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.49e-05 +[2026-05-24 04:51:55] Epoch 3 | Step 11690 | Loss: 0.6691 | LM: 0.1670 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.266/SR1: 0.228 | LR: 9.47e-05 +[2026-05-24 04:52:06] Epoch 3 | Step 11700 | Loss: 0.6692 | LM: 0.1670 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.44e-05 +[2026-05-24 04:52:18] Epoch 3 | Step 11710 | Loss: 0.6692 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.42e-05 +[2026-05-24 04:52:29] Epoch 3 | Step 11720 | Loss: 0.6693 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.39e-05 +[2026-05-24 04:52:40] Epoch 3 | Step 11730 | Loss: 0.6694 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.37e-05 +[2026-05-24 04:52:52] Epoch 3 | Step 11740 | Loss: 0.6694 | LM: 0.1668 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.34e-05 +[2026-05-24 04:53:03] Epoch 3 | Step 11750 | Loss: 0.6695 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.32e-05 +[2026-05-24 04:53:15] Epoch 3 | Step 11760 | Loss: 0.6695 | LM: 0.1669 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.29e-05 +[2026-05-24 04:53:26] Epoch 3 | Step 11770 | Loss: 0.6695 | LM: 0.1671 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.26e-05 +[2026-05-24 04:53:37] Epoch 3 | Step 11780 | Loss: 0.6696 | LM: 0.1672 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.23e-05 +[2026-05-24 04:53:48] Epoch 3 | Step 11790 | Loss: 0.6696 | LM: 0.1672 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.21e-05 +[2026-05-24 04:54:00] Epoch 3 | Step 11800 | Loss: 0.6697 | LM: 0.1674 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.18e-05 +[2026-05-24 04:54:10] Epoch 3 | Step 11810 | Loss: 0.6696 | LM: 0.1673 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.15e-05 +[2026-05-24 04:54:22] Epoch 3 | Step 11820 | Loss: 0.6696 | LM: 0.1672 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.12e-05 +[2026-05-24 04:54:33] Epoch 3 | Step 11830 | Loss: 0.6697 | LM: 0.1672 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.09e-05 +[2026-05-24 04:54:44] Epoch 3 | Step 11840 | Loss: 0.6696 | LM: 0.1673 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.06e-05 +[2026-05-24 04:54:56] Epoch 3 | Step 11850 | Loss: 0.6697 | LM: 0.1674 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 9.03e-05 +[2026-05-24 04:55:07] Epoch 3 | Step 11860 | Loss: 0.6697 | LM: 0.1673 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.99e-05 +[2026-05-24 04:55:18] Epoch 3 | Step 11870 | Loss: 0.6697 | LM: 0.1674 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.96e-05 +[2026-05-24 04:55:29] Epoch 3 | Step 11880 | Loss: 0.6697 | LM: 0.1674 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.93e-05 +[2026-05-24 04:55:40] Epoch 3 | Step 11890 | Loss: 0.6698 | LM: 0.1675 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.90e-05 +[2026-05-24 04:55:51] Epoch 3 | Step 11900 | Loss: 0.6699 | LM: 0.1676 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.86e-05 +[2026-05-24 04:56:02] Epoch 3 | Step 11910 | Loss: 0.6699 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.83e-05 +[2026-05-24 04:56:13] Epoch 3 | Step 11920 | Loss: 0.6700 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.80e-05 +[2026-05-24 04:56:24] Epoch 3 | Step 11930 | Loss: 0.6700 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.76e-05 +[2026-05-24 04:56:35] Epoch 3 | Step 11940 | Loss: 0.6700 | LM: 0.1676 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.73e-05 +[2026-05-24 04:56:47] Epoch 3 | Step 11950 | Loss: 0.6700 | LM: 0.1675 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.69e-05 +[2026-05-24 04:56:59] Epoch 3 | Step 11960 | Loss: 0.6700 | LM: 0.1675 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.66e-05 +[2026-05-24 04:57:10] Epoch 3 | Step 11970 | Loss: 0.6700 | LM: 0.1674 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.62e-05 +[2026-05-24 04:57:22] Epoch 3 | Step 11980 | Loss: 0.6701 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.58e-05 +[2026-05-24 04:57:33] Epoch 3 | Step 11990 | Loss: 0.6701 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.55e-05 +[2026-05-24 04:57:44] Epoch 3 | Step 12000 | Loss: 0.6701 | LM: 0.1676 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.51e-05 +[2026-05-24 04:57:49] Checkpoint saved: outputs/2026-05-24/N_4.0/checkpoints/checkpoint_step_12000.pt +[2026-05-24 04:57:56] Validation | Batch 10/1463 | Loss: 0.8357 | LM_LOSS: 0.3349 | LB_LOSS: 1.0017 +[2026-05-24 04:57:57] Validation | Batch 20/1463 | Loss: 0.8437 | LM_LOSS: 0.3424 | LB_LOSS: 1.0026 +[2026-05-24 04:58:00] Validation | Batch 30/1463 | Loss: 0.8407 | LM_LOSS: 0.3393 | LB_LOSS: 1.0029 +[2026-05-24 04:58:02] Validation | Batch 40/1463 | Loss: 0.8486 | LM_LOSS: 0.3469 | LB_LOSS: 1.0033 +[2026-05-24 04:58:04] Validation | Batch 50/1463 | Loss: 0.8570 | LM_LOSS: 0.3554 | LB_LOSS: 1.0031 +[2026-05-24 04:58:07] Validation | Batch 60/1463 | Loss: 0.8566 | LM_LOSS: 0.3551 | LB_LOSS: 1.0031 +[2026-05-24 04:58:09] Validation | Batch 70/1463 | Loss: 0.8570 | LM_LOSS: 0.3555 | LB_LOSS: 1.0031 +[2026-05-24 04:58:12] Validation | Batch 80/1463 | Loss: 0.8600 | LM_LOSS: 0.3585 | LB_LOSS: 1.0031 +[2026-05-24 04:58:14] Validation | Batch 90/1463 | Loss: 0.8592 | LM_LOSS: 0.3577 | LB_LOSS: 1.0030 +[2026-05-24 04:58:15] Validation | Batch 100/1463 | Loss: 0.8591 | LM_LOSS: 0.3576 | LB_LOSS: 1.0030 +[2026-05-24 04:58:18] Validation | Batch 110/1463 | Loss: 0.8567 | LM_LOSS: 0.3552 | LB_LOSS: 1.0032 +[2026-05-24 04:58:20] Validation | Batch 120/1463 | Loss: 0.8599 | LM_LOSS: 0.3583 | LB_LOSS: 1.0032 +[2026-05-24 04:58:21] Validation | Batch 130/1463 | Loss: 0.8619 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 04:58:24] Validation | Batch 140/1463 | Loss: 0.8633 | LM_LOSS: 0.3617 | LB_LOSS: 1.0032 +[2026-05-24 04:58:26] Validation | Batch 150/1463 | Loss: 0.8607 | LM_LOSS: 0.3590 | LB_LOSS: 1.0033 +[2026-05-24 04:58:28] Validation | Batch 160/1463 | Loss: 0.8609 | LM_LOSS: 0.3592 | LB_LOSS: 1.0033 +[2026-05-24 04:58:31] Validation | Batch 170/1463 | Loss: 0.8595 | LM_LOSS: 0.3579 | LB_LOSS: 1.0033 +[2026-05-24 04:58:33] Validation | Batch 180/1463 | Loss: 0.8599 | LM_LOSS: 0.3583 | LB_LOSS: 1.0033 +[2026-05-24 04:58:35] Validation | Batch 190/1463 | Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 04:58:37] Validation | Batch 200/1463 | Loss: 0.8616 | LM_LOSS: 0.3599 | LB_LOSS: 1.0033 +[2026-05-24 04:58:39] Validation | Batch 210/1463 | Loss: 0.8620 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 04:58:42] Validation | Batch 220/1463 | Loss: 0.8614 | LM_LOSS: 0.3598 | LB_LOSS: 1.0033 +[2026-05-24 04:58:44] Validation | Batch 230/1463 | Loss: 0.8631 | LM_LOSS: 0.3615 | LB_LOSS: 1.0032 +[2026-05-24 04:58:46] Validation | Batch 240/1463 | Loss: 0.8646 | LM_LOSS: 0.3630 | LB_LOSS: 1.0032 +[2026-05-24 04:58:49] Validation | Batch 250/1463 | Loss: 0.8637 | LM_LOSS: 0.3621 | LB_LOSS: 1.0032 +[2026-05-24 04:58:51] Validation | Batch 260/1463 | Loss: 0.8655 | LM_LOSS: 0.3639 | LB_LOSS: 1.0033 +[2026-05-24 04:58:53] Validation | Batch 270/1463 | Loss: 0.8635 | LM_LOSS: 0.3619 | LB_LOSS: 1.0033 +[2026-05-24 04:58:55] Validation | Batch 280/1463 | Loss: 0.8642 | LM_LOSS: 0.3625 | LB_LOSS: 1.0033 +[2026-05-24 04:58:57] Validation | Batch 290/1463 | Loss: 0.8631 | LM_LOSS: 0.3615 | LB_LOSS: 1.0033 +[2026-05-24 04:58:59] Validation | Batch 300/1463 | Loss: 0.8639 | LM_LOSS: 0.3622 | LB_LOSS: 1.0034 +[2026-05-24 04:59:01] Validation | Batch 310/1463 | Loss: 0.8647 | LM_LOSS: 0.3630 | LB_LOSS: 1.0034 +[2026-05-24 04:59:03] Validation | Batch 320/1463 | Loss: 0.8632 | LM_LOSS: 0.3616 | LB_LOSS: 1.0033 +[2026-05-24 04:59:05] Validation | Batch 330/1463 | Loss: 0.8631 | LM_LOSS: 0.3615 | LB_LOSS: 1.0033 +[2026-05-24 04:59:07] Validation | Batch 340/1463 | Loss: 0.8629 | LM_LOSS: 0.3612 | LB_LOSS: 1.0033 +[2026-05-24 04:59:10] Validation | Batch 350/1463 | Loss: 0.8635 | LM_LOSS: 0.3618 | LB_LOSS: 1.0033 +[2026-05-24 04:59:12] Validation | Batch 360/1463 | Loss: 0.8632 | LM_LOSS: 0.3615 | LB_LOSS: 1.0033 +[2026-05-24 04:59:13] Validation | Batch 370/1463 | Loss: 0.8629 | LM_LOSS: 0.3612 | LB_LOSS: 1.0033 +[2026-05-24 04:59:15] Validation | Batch 380/1463 | Loss: 0.8625 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 04:59:18] Validation | Batch 390/1463 | Loss: 0.8631 | LM_LOSS: 0.3615 | LB_LOSS: 1.0033 +[2026-05-24 04:59:20] Validation | Batch 400/1463 | Loss: 0.8630 | LM_LOSS: 0.3613 | LB_LOSS: 1.0033 +[2026-05-24 04:59:22] Validation | Batch 410/1463 | Loss: 0.8626 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 04:59:24] Validation | Batch 420/1463 | Loss: 0.8627 | LM_LOSS: 0.3611 | LB_LOSS: 1.0034 +[2026-05-24 04:59:27] Validation | Batch 430/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0034 +[2026-05-24 04:59:28] Validation | Batch 440/1463 | Loss: 0.8625 | LM_LOSS: 0.3608 | LB_LOSS: 1.0034 +[2026-05-24 04:59:30] Validation | Batch 450/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0034 +[2026-05-24 04:59:33] Validation | Batch 460/1463 | Loss: 0.8619 | LM_LOSS: 0.3602 | LB_LOSS: 1.0034 +[2026-05-24 04:59:35] Validation | Batch 470/1463 | Loss: 0.8626 | LM_LOSS: 0.3609 | LB_LOSS: 1.0034 +[2026-05-24 04:59:37] Validation | Batch 480/1463 | Loss: 0.8623 | LM_LOSS: 0.3606 | LB_LOSS: 1.0033 +[2026-05-24 04:59:39] Validation | Batch 490/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 04:59:42] Validation | Batch 500/1463 | Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 04:59:44] Validation | Batch 510/1463 | Loss: 0.8610 | LM_LOSS: 0.3593 | LB_LOSS: 1.0033 +[2026-05-24 04:59:46] Validation | Batch 520/1463 | Loss: 0.8608 | LM_LOSS: 0.3591 | LB_LOSS: 1.0034 +[2026-05-24 04:59:48] Validation | Batch 530/1463 | Loss: 0.8615 | LM_LOSS: 0.3598 | LB_LOSS: 1.0034 +[2026-05-24 04:59:50] Validation | Batch 540/1463 | Loss: 0.8617 | LM_LOSS: 0.3601 | LB_LOSS: 1.0034 +[2026-05-24 04:59:52] Validation | Batch 550/1463 | Loss: 0.8613 | LM_LOSS: 0.3596 | LB_LOSS: 1.0034 +[2026-05-24 04:59:54] Validation | Batch 560/1463 | Loss: 0.8614 | LM_LOSS: 0.3597 | LB_LOSS: 1.0034 +[2026-05-24 04:59:56] Validation | Batch 570/1463 | Loss: 0.8613 | LM_LOSS: 0.3596 | LB_LOSS: 1.0034 +[2026-05-24 04:59:59] Validation | Batch 580/1463 | Loss: 0.8608 | LM_LOSS: 0.3591 | LB_LOSS: 1.0034 +[2026-05-24 05:00:01] Validation | Batch 590/1463 | Loss: 0.8606 | LM_LOSS: 0.3589 | LB_LOSS: 1.0034 +[2026-05-24 05:00:03] Validation | Batch 600/1463 | Loss: 0.8607 | LM_LOSS: 0.3590 | LB_LOSS: 1.0034 +[2026-05-24 05:00:06] Validation | Batch 610/1463 | Loss: 0.8610 | LM_LOSS: 0.3593 | LB_LOSS: 1.0034 +[2026-05-24 05:00:08] Validation | Batch 620/1463 | Loss: 0.8604 | LM_LOSS: 0.3586 | LB_LOSS: 1.0034 +[2026-05-24 05:00:10] Validation | Batch 630/1463 | Loss: 0.8599 | LM_LOSS: 0.3581 | LB_LOSS: 1.0034 +[2026-05-24 05:00:12] Validation | Batch 640/1463 | Loss: 0.8596 | LM_LOSS: 0.3579 | LB_LOSS: 1.0035 +[2026-05-24 05:00:14] Validation | Batch 650/1463 | Loss: 0.8591 | LM_LOSS: 0.3574 | LB_LOSS: 1.0035 +[2026-05-24 05:00:16] Validation | Batch 660/1463 | Loss: 0.8585 | LM_LOSS: 0.3568 | LB_LOSS: 1.0034 +[2026-05-24 05:00:18] Validation | Batch 670/1463 | Loss: 0.8580 | LM_LOSS: 0.3563 | LB_LOSS: 1.0034 +[2026-05-24 05:00:20] Validation | Batch 680/1463 | Loss: 0.8579 | LM_LOSS: 0.3562 | LB_LOSS: 1.0034 +[2026-05-24 05:00:22] Validation | Batch 690/1463 | Loss: 0.8582 | LM_LOSS: 0.3565 | LB_LOSS: 1.0034 +[2026-05-24 05:00:24] Validation | Batch 700/1463 | Loss: 0.8581 | LM_LOSS: 0.3564 | LB_LOSS: 1.0034 +[2026-05-24 05:00:26] Validation | Batch 710/1463 | Loss: 0.8584 | LM_LOSS: 0.3567 | LB_LOSS: 1.0034 +[2026-05-24 05:00:29] Validation | Batch 720/1463 | Loss: 0.8592 | LM_LOSS: 0.3574 | LB_LOSS: 1.0035 +[2026-05-24 05:00:30] Validation | Batch 730/1463 | Loss: 0.8591 | LM_LOSS: 0.3574 | LB_LOSS: 1.0035 +[2026-05-24 05:00:32] Validation | Batch 740/1463 | Loss: 0.8587 | LM_LOSS: 0.3569 | LB_LOSS: 1.0035 +[2026-05-24 05:00:34] Validation | Batch 750/1463 | Loss: 0.8586 | LM_LOSS: 0.3569 | LB_LOSS: 1.0035 +[2026-05-24 05:00:36] Validation | Batch 760/1463 | Loss: 0.8584 | LM_LOSS: 0.3566 | LB_LOSS: 1.0035 +[2026-05-24 05:00:37] Validation | Batch 770/1463 | Loss: 0.8583 | LM_LOSS: 0.3565 | LB_LOSS: 1.0035 +[2026-05-24 05:00:39] Validation | Batch 780/1463 | Loss: 0.8582 | LM_LOSS: 0.3565 | LB_LOSS: 1.0035 +[2026-05-24 05:00:41] Validation | Batch 790/1463 | Loss: 0.8584 | LM_LOSS: 0.3567 | LB_LOSS: 1.0034 +[2026-05-24 05:00:43] Validation | Batch 800/1463 | Loss: 0.8584 | LM_LOSS: 0.3567 | LB_LOSS: 1.0035 +[2026-05-24 05:00:45] Validation | Batch 810/1463 | Loss: 0.8580 | LM_LOSS: 0.3563 | LB_LOSS: 1.0034 +[2026-05-24 05:00:47] Validation | Batch 820/1463 | Loss: 0.8583 | LM_LOSS: 0.3566 | LB_LOSS: 1.0034 +[2026-05-24 05:00:49] Validation | Batch 830/1463 | Loss: 0.8586 | LM_LOSS: 0.3569 | LB_LOSS: 1.0034 +[2026-05-24 05:00:51] Validation | Batch 840/1463 | Loss: 0.8586 | LM_LOSS: 0.3569 | LB_LOSS: 1.0034 +[2026-05-24 05:00:54] Validation | Batch 850/1463 | Loss: 0.8590 | LM_LOSS: 0.3573 | LB_LOSS: 1.0034 +[2026-05-24 05:00:56] Validation | Batch 860/1463 | Loss: 0.8593 | LM_LOSS: 0.3576 | LB_LOSS: 1.0035 +[2026-05-24 05:00:58] Validation | Batch 870/1463 | Loss: 0.8594 | LM_LOSS: 0.3577 | LB_LOSS: 1.0035 +[2026-05-24 05:01:00] Validation | Batch 880/1463 | Loss: 0.8586 | LM_LOSS: 0.3569 | LB_LOSS: 1.0035 +[2026-05-24 05:01:02] Validation | Batch 890/1463 | Loss: 0.8587 | LM_LOSS: 0.3569 | LB_LOSS: 1.0034 +[2026-05-24 05:01:04] Validation | Batch 900/1463 | Loss: 0.8583 | LM_LOSS: 0.3566 | LB_LOSS: 1.0034 +[2026-05-24 05:01:06] Validation | Batch 910/1463 | Loss: 0.8582 | LM_LOSS: 0.3565 | LB_LOSS: 1.0034 +[2026-05-24 05:01:09] Validation | Batch 920/1463 | Loss: 0.8585 | LM_LOSS: 0.3567 | LB_LOSS: 1.0034 +[2026-05-24 05:01:11] Validation | Batch 930/1463 | Loss: 0.8580 | LM_LOSS: 0.3563 | LB_LOSS: 1.0034 +[2026-05-24 05:01:13] Validation | Batch 940/1463 | Loss: 0.8577 | LM_LOSS: 0.3560 | LB_LOSS: 1.0034 +[2026-05-24 05:01:15] Validation | Batch 950/1463 | Loss: 0.8580 | LM_LOSS: 0.3563 | LB_LOSS: 1.0034 +[2026-05-24 05:01:17] Validation | Batch 960/1463 | Loss: 0.8580 | LM_LOSS: 0.3563 | LB_LOSS: 1.0034 +[2026-05-24 05:01:20] Validation | Batch 970/1463 | Loss: 0.8581 | LM_LOSS: 0.3564 | LB_LOSS: 1.0034 +[2026-05-24 05:01:22] Validation | Batch 980/1463 | Loss: 0.8585 | LM_LOSS: 0.3568 | LB_LOSS: 1.0034 +[2026-05-24 05:01:24] Validation | Batch 990/1463 | Loss: 0.8587 | LM_LOSS: 0.3570 | LB_LOSS: 1.0034 +[2026-05-24 05:01:26] Validation | Batch 1000/1463 | Loss: 0.8594 | LM_LOSS: 0.3577 | LB_LOSS: 1.0034 +[2026-05-24 05:01:28] Validation | Batch 1010/1463 | Loss: 0.8595 | LM_LOSS: 0.3578 | LB_LOSS: 1.0034 +[2026-05-24 05:01:30] Validation | Batch 1020/1463 | Loss: 0.8596 | LM_LOSS: 0.3579 | LB_LOSS: 1.0034 +[2026-05-24 05:01:33] Validation | Batch 1030/1463 | Loss: 0.8602 | LM_LOSS: 0.3585 | LB_LOSS: 1.0034 +[2026-05-24 05:01:35] Validation | Batch 1040/1463 | Loss: 0.8597 | LM_LOSS: 0.3580 | LB_LOSS: 1.0034 +[2026-05-24 05:01:37] Validation | Batch 1050/1463 | Loss: 0.8596 | LM_LOSS: 0.3579 | LB_LOSS: 1.0034 +[2026-05-24 05:01:39] Validation | Batch 1060/1463 | Loss: 0.8596 | LM_LOSS: 0.3578 | LB_LOSS: 1.0034 +[2026-05-24 05:01:42] Validation | Batch 1070/1463 | Loss: 0.8595 | LM_LOSS: 0.3578 | LB_LOSS: 1.0034 +[2026-05-24 05:01:44] Validation | Batch 1080/1463 | Loss: 0.8593 | LM_LOSS: 0.3576 | LB_LOSS: 1.0035 +[2026-05-24 05:01:45] Validation | Batch 1090/1463 | Loss: 0.8592 | LM_LOSS: 0.3575 | LB_LOSS: 1.0034 +[2026-05-24 05:01:47] Validation | Batch 1100/1463 | Loss: 0.8591 | LM_LOSS: 0.3574 | LB_LOSS: 1.0034 +[2026-05-24 05:01:49] Validation | Batch 1110/1463 | Loss: 0.8591 | LM_LOSS: 0.3574 | LB_LOSS: 1.0034 +[2026-05-24 05:01:51] Validation | Batch 1120/1463 | Loss: 0.8589 | LM_LOSS: 0.3571 | LB_LOSS: 1.0034 +[2026-05-24 05:01:54] Validation | Batch 1130/1463 | Loss: 0.8586 | LM_LOSS: 0.3569 | LB_LOSS: 1.0034 +[2026-05-24 05:01:56] Validation | Batch 1140/1463 | Loss: 0.8589 | LM_LOSS: 0.3572 | LB_LOSS: 1.0034 +[2026-05-24 05:01:58] Validation | Batch 1150/1463 | Loss: 0.8588 | LM_LOSS: 0.3571 | LB_LOSS: 1.0034 +[2026-05-24 05:02:00] Validation | Batch 1160/1463 | Loss: 0.8588 | LM_LOSS: 0.3570 | LB_LOSS: 1.0034 +[2026-05-24 05:02:03] Validation | Batch 1170/1463 | Loss: 0.8587 | LM_LOSS: 0.3570 | LB_LOSS: 1.0034 +[2026-05-24 05:02:05] Validation | Batch 1180/1463 | Loss: 0.8589 | LM_LOSS: 0.3572 | LB_LOSS: 1.0034 +[2026-05-24 05:02:07] Validation | Batch 1190/1463 | Loss: 0.8590 | LM_LOSS: 0.3573 | LB_LOSS: 1.0034 +[2026-05-24 05:02:09] Validation | Batch 1200/1463 | Loss: 0.8590 | LM_LOSS: 0.3573 | LB_LOSS: 1.0034 +[2026-05-24 05:02:11] Validation | Batch 1210/1463 | Loss: 0.8592 | LM_LOSS: 0.3575 | LB_LOSS: 1.0034 +[2026-05-24 05:02:13] Validation | Batch 1220/1463 | Loss: 0.8597 | LM_LOSS: 0.3579 | LB_LOSS: 1.0034 +[2026-05-24 05:02:15] Validation | Batch 1230/1463 | Loss: 0.8596 | LM_LOSS: 0.3579 | LB_LOSS: 1.0034 +[2026-05-24 05:02:17] Validation | Batch 1240/1463 | Loss: 0.8599 | LM_LOSS: 0.3582 | LB_LOSS: 1.0034 +[2026-05-24 05:02:20] Validation | Batch 1250/1463 | Loss: 0.8601 | LM_LOSS: 0.3584 | LB_LOSS: 1.0034 +[2026-05-24 05:02:22] Validation | Batch 1260/1463 | Loss: 0.8599 | LM_LOSS: 0.3582 | LB_LOSS: 1.0034 +[2026-05-24 05:02:24] Validation | Batch 1270/1463 | Loss: 0.8596 | LM_LOSS: 0.3579 | LB_LOSS: 1.0034 +[2026-05-24 05:02:27] Validation | Batch 1280/1463 | Loss: 0.8594 | LM_LOSS: 0.3577 | LB_LOSS: 1.0034 +[2026-05-24 05:02:29] Validation | Batch 1290/1463 | Loss: 0.8594 | LM_LOSS: 0.3577 | LB_LOSS: 1.0034 +[2026-05-24 05:02:31] Validation | Batch 1300/1463 | Loss: 0.8592 | LM_LOSS: 0.3575 | LB_LOSS: 1.0034 +[2026-05-24 05:02:33] Validation | Batch 1310/1463 | Loss: 0.8590 | LM_LOSS: 0.3573 | LB_LOSS: 1.0034 +[2026-05-24 05:02:34] Validation | Batch 1320/1463 | Loss: 0.8590 | LM_LOSS: 0.3573 | LB_LOSS: 1.0034 +[2026-05-24 05:02:36] Validation | Batch 1330/1463 | Loss: 0.8591 | LM_LOSS: 0.3574 | LB_LOSS: 1.0034 +[2026-05-24 05:02:38] Validation | Batch 1340/1463 | Loss: 0.8595 | LM_LOSS: 0.3578 | LB_LOSS: 1.0034 +[2026-05-24 05:02:40] Validation | Batch 1350/1463 | Loss: 0.8595 | LM_LOSS: 0.3578 | LB_LOSS: 1.0034 +[2026-05-24 05:02:43] Validation | Batch 1360/1463 | Loss: 0.8597 | LM_LOSS: 0.3580 | LB_LOSS: 1.0034 +[2026-05-24 05:02:45] Validation | Batch 1370/1463 | Loss: 0.8601 | LM_LOSS: 0.3584 | LB_LOSS: 1.0034 +[2026-05-24 05:02:47] Validation | Batch 1380/1463 | Loss: 0.8598 | LM_LOSS: 0.3581 | LB_LOSS: 1.0034 +[2026-05-24 05:02:49] Validation | Batch 1390/1463 | Loss: 0.8598 | LM_LOSS: 0.3581 | LB_LOSS: 1.0034 +[2026-05-24 05:02:51] Validation | Batch 1400/1463 | Loss: 0.8601 | LM_LOSS: 0.3584 | LB_LOSS: 1.0034 +[2026-05-24 05:02:53] Validation | Batch 1410/1463 | Loss: 0.8604 | LM_LOSS: 0.3587 | LB_LOSS: 1.0034 +[2026-05-24 05:02:55] Validation | Batch 1420/1463 | Loss: 0.8604 | LM_LOSS: 0.3587 | LB_LOSS: 1.0034 +[2026-05-24 05:02:58] Validation | Batch 1430/1463 | Loss: 0.8604 | LM_LOSS: 0.3587 | LB_LOSS: 1.0034 +[2026-05-24 05:03:00] Validation | Batch 1440/1463 | Loss: 0.8608 | LM_LOSS: 0.3591 | LB_LOSS: 1.0034 +[2026-05-24 05:03:02] Validation | Batch 1450/1463 | Loss: 0.8605 | LM_LOSS: 0.3588 | LB_LOSS: 1.0034 +[2026-05-24 05:03:04] Validation | Batch 1460/1463 | Loss: 0.8608 | LM_LOSS: 0.3591 | LB_LOSS: 1.0034 +[2026-05-24 05:03:05] Validation | Batch 1463/1463 | Loss: 0.8608 | LM_LOSS: 0.3591 | LB_LOSS: 1.0034 +[2026-05-24 05:03:05] Validation | Loss: 0.8608 | LM_LOSS: 0.3591 | LB_LOSS: 1.0034 | PPL: 1.43 | Time: 311.02s +[2026-05-24 05:03:16] Epoch 3 | Step 12010 | Loss: 0.6700 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.47e-05 +[2026-05-24 05:03:27] Epoch 3 | Step 12020 | Loss: 0.6701 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.44e-05 +[2026-05-24 05:03:38] Epoch 3 | Step 12030 | Loss: 0.6701 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.40e-05 +[2026-05-24 05:03:50] Epoch 3 | Step 12040 | Loss: 0.6702 | LM: 0.1680 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.36e-05 +[2026-05-24 05:04:00] Epoch 3 | Step 12050 | Loss: 0.6702 | LM: 0.1679 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.32e-05 +[2026-05-24 05:04:12] Epoch 3 | Step 12060 | Loss: 0.6702 | LM: 0.1679 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.28e-05 +[2026-05-24 05:04:23] Epoch 3 | Step 12070 | Loss: 0.6701 | LM: 0.1679 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.24e-05 +[2026-05-24 05:04:34] Epoch 3 | Step 12080 | Loss: 0.6702 | LM: 0.1680 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.20e-05 +[2026-05-24 05:04:45] Epoch 3 | Step 12090 | Loss: 0.6701 | LM: 0.1679 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.16e-05 +[2026-05-24 05:04:57] Epoch 3 | Step 12100 | Loss: 0.6700 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.12e-05 +[2026-05-24 05:05:08] Epoch 3 | Step 12110 | Loss: 0.6700 | LM: 0.1679 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.08e-05 +[2026-05-24 05:05:19] Epoch 3 | Step 12120 | Loss: 0.6700 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 8.04e-05 +[2026-05-24 05:05:31] Epoch 3 | Step 12130 | Loss: 0.6700 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.99e-05 +[2026-05-24 05:05:42] Epoch 3 | Step 12140 | Loss: 0.6700 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.95e-05 +[2026-05-24 05:05:53] Epoch 3 | Step 12150 | Loss: 0.6701 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.91e-05 +[2026-05-24 05:06:04] Epoch 3 | Step 12160 | Loss: 0.6701 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.87e-05 +[2026-05-24 05:06:15] Epoch 3 | Step 12170 | Loss: 0.6701 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.83e-05 +[2026-05-24 05:06:26] Epoch 3 | Step 12180 | Loss: 0.6701 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.78e-05 +[2026-05-24 05:06:37] Epoch 3 | Step 12190 | Loss: 0.6701 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.74e-05 +[2026-05-24 05:06:48] Epoch 3 | Step 12200 | Loss: 0.6701 | LM: 0.1677 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.69e-05 +[2026-05-24 05:06:59] Epoch 3 | Step 12210 | Loss: 0.6702 | LM: 0.1678 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.65e-05 +[2026-05-24 05:07:10] Epoch 3 | Step 12220 | Loss: 0.6703 | LM: 0.1680 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.61e-05 +[2026-05-24 05:07:21] Epoch 3 | Step 12230 | Loss: 0.6703 | LM: 0.1680 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.56e-05 +[2026-05-24 05:07:33] Epoch 3 | Step 12240 | Loss: 0.6703 | LM: 0.1681 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.52e-05 +[2026-05-24 05:07:43] Epoch 3 | Step 12250 | Loss: 0.6703 | LM: 0.1681 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.47e-05 +[2026-05-24 05:07:54] Epoch 3 | Step 12260 | Loss: 0.6703 | LM: 0.1681 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.43e-05 +[2026-05-24 05:08:05] Epoch 3 | Step 12270 | Loss: 0.6703 | LM: 0.1680 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.38e-05 +[2026-05-24 05:08:16] Epoch 3 | Step 12280 | Loss: 0.6704 | LM: 0.1680 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.34e-05 +[2026-05-24 05:08:27] Epoch 3 | Step 12290 | Loss: 0.6704 | LM: 0.1679 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.29e-05 +[2026-05-24 05:08:37] Epoch 3 | Step 12300 | Loss: 0.6704 | LM: 0.1681 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.24e-05 +[2026-05-24 05:08:48] Epoch 3 | Step 12310 | Loss: 0.6705 | LM: 0.1683 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.20e-05 +[2026-05-24 05:09:00] Epoch 3 | Step 12320 | Loss: 0.6705 | LM: 0.1683 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.15e-05 +[2026-05-24 05:09:11] Epoch 3 | Step 12330 | Loss: 0.6705 | LM: 0.1684 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.10e-05 +[2026-05-24 05:09:22] Epoch 3 | Step 12340 | Loss: 0.6706 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.06e-05 +[2026-05-24 05:09:33] Epoch 3 | Step 12350 | Loss: 0.6706 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 7.01e-05 +[2026-05-24 05:09:44] Epoch 3 | Step 12360 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.96e-05 +[2026-05-24 05:09:55] Epoch 3 | Step 12370 | Loss: 0.6707 | LM: 0.1687 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.91e-05 +[2026-05-24 05:10:06] Epoch 3 | Step 12380 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.87e-05 +[2026-05-24 05:10:17] Epoch 3 | Step 12390 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.82e-05 +[2026-05-24 05:10:28] Epoch 3 | Step 12400 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.77e-05 +[2026-05-24 05:10:40] Epoch 3 | Step 12410 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.72e-05 +[2026-05-24 05:10:50] Epoch 3 | Step 12420 | Loss: 0.6707 | LM: 0.1689 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.67e-05 +[2026-05-24 05:11:01] Epoch 3 | Step 12430 | Loss: 0.6708 | LM: 0.1690 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.62e-05 +[2026-05-24 05:11:12] Epoch 3 | Step 12440 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.58e-05 +[2026-05-24 05:11:24] Epoch 3 | Step 12450 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.53e-05 +[2026-05-24 05:11:36] Epoch 3 | Step 12460 | Loss: 0.6706 | LM: 0.1687 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.48e-05 +[2026-05-24 05:11:48] Epoch 3 | Step 12470 | Loss: 0.6707 | LM: 0.1689 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.43e-05 +[2026-05-24 05:12:00] Epoch 3 | Step 12480 | Loss: 0.6707 | LM: 0.1689 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.38e-05 +[2026-05-24 05:12:12] Epoch 3 | Step 12490 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.33e-05 +[2026-05-24 05:12:24] Epoch 3 | Step 12500 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.28e-05 +[2026-05-24 05:12:35] Epoch 3 | Step 12510 | Loss: 0.6707 | LM: 0.1688 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.23e-05 +[2026-05-24 05:12:47] Epoch 3 | Step 12520 | Loss: 0.6707 | LM: 0.1687 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.18e-05 +[2026-05-24 05:12:59] Epoch 3 | Step 12530 | Loss: 0.6707 | LM: 0.1687 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.13e-05 +[2026-05-24 05:13:11] Epoch 3 | Step 12540 | Loss: 0.6706 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.08e-05 +[2026-05-24 05:13:23] Epoch 3 | Step 12550 | Loss: 0.6706 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 6.03e-05 +[2026-05-24 05:13:35] Epoch 3 | Step 12560 | Loss: 0.6707 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.98e-05 +[2026-05-24 05:13:47] Epoch 3 | Step 12570 | Loss: 0.6707 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.93e-05 +[2026-05-24 05:13:59] Epoch 3 | Step 12580 | Loss: 0.6707 | LM: 0.1685 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.88e-05 +[2026-05-24 05:14:10] Epoch 3 | Step 12590 | Loss: 0.6707 | LM: 0.1685 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.83e-05 +[2026-05-24 05:14:22] Epoch 3 | Step 12600 | Loss: 0.6707 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.78e-05 +[2026-05-24 05:14:32] Epoch 3 | Step 12610 | Loss: 0.6707 | LM: 0.1687 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.73e-05 +[2026-05-24 05:14:44] Epoch 3 | Step 12620 | Loss: 0.6707 | LM: 0.1687 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.68e-05 +[2026-05-24 05:14:55] Epoch 3 | Step 12630 | Loss: 0.6707 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.63e-05 +[2026-05-24 05:15:06] Epoch 3 | Step 12640 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.58e-05 +[2026-05-24 05:15:17] Epoch 3 | Step 12650 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.53e-05 +[2026-05-24 05:15:28] Epoch 3 | Step 12660 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.48e-05 +[2026-05-24 05:15:39] Epoch 3 | Step 12670 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.43e-05 +[2026-05-24 05:15:50] Epoch 3 | Step 12680 | Loss: 0.6707 | LM: 0.1686 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.38e-05 +[2026-05-24 05:16:01] Epoch 3 | Step 12690 | Loss: 0.6707 | LM: 0.1685 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.33e-05 +[2026-05-24 05:16:12] Epoch 3 | Step 12700 | Loss: 0.6707 | LM: 0.1685 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.28e-05 +[2026-05-24 05:16:23] Epoch 3 | Step 12710 | Loss: 0.6706 | LM: 0.1685 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.23e-05 +[2026-05-24 05:16:34] Epoch 3 | Step 12720 | Loss: 0.6705 | LM: 0.1683 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.18e-05 +[2026-05-24 05:16:45] Epoch 3 | Step 12730 | Loss: 0.6706 | LM: 0.1684 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.13e-05 +[2026-05-24 05:16:56] Epoch 3 | Step 12740 | Loss: 0.6706 | LM: 0.1684 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.08e-05 +[2026-05-24 05:17:07] Epoch 3 | Step 12750 | Loss: 0.6706 | LM: 0.1683 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 5.03e-05 +[2026-05-24 05:17:18] Epoch 3 | Step 12760 | Loss: 0.6706 | LM: 0.1684 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.98e-05 +[2026-05-24 05:17:29] Epoch 3 | Step 12770 | Loss: 0.6706 | LM: 0.1683 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.93e-05 +[2026-05-24 05:17:40] Epoch 3 | Step 12780 | Loss: 0.6707 | LM: 0.1684 | LB: 1.0052 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.88e-05 +[2026-05-24 05:17:52] Epoch 3 | Step 12790 | Loss: 0.6707 | LM: 0.1685 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.83e-05 +[2026-05-24 05:18:03] Epoch 3 | Step 12800 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.78e-05 +[2026-05-24 05:18:14] Epoch 3 | Step 12810 | Loss: 0.6708 | LM: 0.1685 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.73e-05 +[2026-05-24 05:18:26] Epoch 3 | Step 12820 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.68e-05 +[2026-05-24 05:18:37] Epoch 3 | Step 12830 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.63e-05 +[2026-05-24 05:18:47] Epoch 3 | Step 12840 | Loss: 0.6708 | LM: 0.1686 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.58e-05 +[2026-05-24 05:18:58] Epoch 3 | Step 12850 | Loss: 0.6709 | LM: 0.1687 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.53e-05 +[2026-05-24 05:19:09] Epoch 3 | Step 12860 | Loss: 0.6709 | LM: 0.1687 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.48e-05 +[2026-05-24 05:19:20] Epoch 3 | Step 12870 | Loss: 0.6708 | LM: 0.1685 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.43e-05 +[2026-05-24 05:19:32] Epoch 3 | Step 12880 | Loss: 0.6709 | LM: 0.1686 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.39e-05 +[2026-05-24 05:19:43] Epoch 3 | Step 12890 | Loss: 0.6709 | LM: 0.1687 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.34e-05 +[2026-05-24 05:19:53] Epoch 3 | Step 12900 | Loss: 0.6708 | LM: 0.1687 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.29e-05 +[2026-05-24 05:20:04] Epoch 3 | Step 12910 | Loss: 0.6709 | LM: 0.1687 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.24e-05 +[2026-05-24 05:20:16] Epoch 3 | Step 12920 | Loss: 0.6709 | LM: 0.1688 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.19e-05 +[2026-05-24 05:20:27] Epoch 3 | Step 12930 | Loss: 0.6709 | LM: 0.1688 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.14e-05 +[2026-05-24 05:20:38] Epoch 3 | Step 12940 | Loss: 0.6709 | LM: 0.1689 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.279 | HR1: 0.267/SR1: 0.228 | LR: 4.10e-05 +[2026-05-24 05:20:49] Epoch 3 | Step 12950 | Loss: 0.6709 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 4.05e-05 +[2026-05-24 05:21:00] Epoch 3 | Step 12960 | Loss: 0.6709 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 4.00e-05 +[2026-05-24 05:21:11] Epoch 3 | Step 12970 | Loss: 0.6709 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.95e-05 +[2026-05-24 05:21:22] Epoch 3 | Step 12980 | Loss: 0.6709 | LM: 0.1689 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.91e-05 +[2026-05-24 05:21:33] Epoch 3 | Step 12990 | Loss: 0.6708 | LM: 0.1689 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.86e-05 +[2026-05-24 05:21:44] Epoch 3 | Step 13000 | Loss: 0.6708 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.81e-05 +[2026-05-24 05:21:46] Validation | Batch 10/1463 | Loss: 0.8368 | LM_LOSS: 0.3360 | LB_LOSS: 1.0016 +[2026-05-24 05:21:48] Validation | Batch 20/1463 | Loss: 0.8446 | LM_LOSS: 0.3433 | LB_LOSS: 1.0025 +[2026-05-24 05:21:50] Validation | Batch 30/1463 | Loss: 0.8423 | LM_LOSS: 0.3409 | LB_LOSS: 1.0029 +[2026-05-24 05:21:52] Validation | Batch 40/1463 | Loss: 0.8504 | LM_LOSS: 0.3488 | LB_LOSS: 1.0032 +[2026-05-24 05:21:54] Validation | Batch 50/1463 | Loss: 0.8604 | LM_LOSS: 0.3589 | LB_LOSS: 1.0030 +[2026-05-24 05:21:57] Validation | Batch 60/1463 | Loss: 0.8608 | LM_LOSS: 0.3593 | LB_LOSS: 1.0029 +[2026-05-24 05:21:59] Validation | Batch 70/1463 | Loss: 0.8608 | LM_LOSS: 0.3593 | LB_LOSS: 1.0030 +[2026-05-24 05:22:02] Validation | Batch 80/1463 | Loss: 0.8641 | LM_LOSS: 0.3626 | LB_LOSS: 1.0030 +[2026-05-24 05:22:04] Validation | Batch 90/1463 | Loss: 0.8635 | LM_LOSS: 0.3620 | LB_LOSS: 1.0029 +[2026-05-24 05:22:06] Validation | Batch 100/1463 | Loss: 0.8631 | LM_LOSS: 0.3616 | LB_LOSS: 1.0029 +[2026-05-24 05:22:08] Validation | Batch 110/1463 | Loss: 0.8612 | LM_LOSS: 0.3596 | LB_LOSS: 1.0031 +[2026-05-24 05:22:10] Validation | Batch 120/1463 | Loss: 0.8644 | LM_LOSS: 0.3628 | LB_LOSS: 1.0031 +[2026-05-24 05:22:11] Validation | Batch 130/1463 | Loss: 0.8667 | LM_LOSS: 0.3651 | LB_LOSS: 1.0032 +[2026-05-24 05:22:14] Validation | Batch 140/1463 | Loss: 0.8681 | LM_LOSS: 0.3665 | LB_LOSS: 1.0031 +[2026-05-24 05:22:16] Validation | Batch 150/1463 | Loss: 0.8656 | LM_LOSS: 0.3640 | LB_LOSS: 1.0032 +[2026-05-24 05:22:18] Validation | Batch 160/1463 | Loss: 0.8658 | LM_LOSS: 0.3642 | LB_LOSS: 1.0032 +[2026-05-24 05:22:20] Validation | Batch 170/1463 | Loss: 0.8645 | LM_LOSS: 0.3629 | LB_LOSS: 1.0032 +[2026-05-24 05:22:23] Validation | Batch 180/1463 | Loss: 0.8649 | LM_LOSS: 0.3633 | LB_LOSS: 1.0032 +[2026-05-24 05:22:25] Validation | Batch 190/1463 | Loss: 0.8666 | LM_LOSS: 0.3650 | LB_LOSS: 1.0032 +[2026-05-24 05:22:27] Validation | Batch 200/1463 | Loss: 0.8663 | LM_LOSS: 0.3647 | LB_LOSS: 1.0032 +[2026-05-24 05:22:29] Validation | Batch 210/1463 | Loss: 0.8669 | LM_LOSS: 0.3653 | LB_LOSS: 1.0032 +[2026-05-24 05:22:32] Validation | Batch 220/1463 | Loss: 0.8662 | LM_LOSS: 0.3646 | LB_LOSS: 1.0032 +[2026-05-24 05:22:34] Validation | Batch 230/1463 | Loss: 0.8679 | LM_LOSS: 0.3663 | LB_LOSS: 1.0031 +[2026-05-24 05:22:36] Validation | Batch 240/1463 | Loss: 0.8694 | LM_LOSS: 0.3678 | LB_LOSS: 1.0031 +[2026-05-24 05:22:38] Validation | Batch 250/1463 | Loss: 0.8686 | LM_LOSS: 0.3670 | LB_LOSS: 1.0031 +[2026-05-24 05:22:40] Validation | Batch 260/1463 | Loss: 0.8704 | LM_LOSS: 0.3688 | LB_LOSS: 1.0032 +[2026-05-24 05:22:42] Validation | Batch 270/1463 | Loss: 0.8683 | LM_LOSS: 0.3666 | LB_LOSS: 1.0032 +[2026-05-24 05:22:45] Validation | Batch 280/1463 | Loss: 0.8688 | LM_LOSS: 0.3672 | LB_LOSS: 1.0033 +[2026-05-24 05:22:47] Validation | Batch 290/1463 | Loss: 0.8678 | LM_LOSS: 0.3661 | LB_LOSS: 1.0033 +[2026-05-24 05:22:48] Validation | Batch 300/1463 | Loss: 0.8684 | LM_LOSS: 0.3668 | LB_LOSS: 1.0033 +[2026-05-24 05:22:51] Validation | Batch 310/1463 | Loss: 0.8692 | LM_LOSS: 0.3676 | LB_LOSS: 1.0033 +[2026-05-24 05:22:53] Validation | Batch 320/1463 | Loss: 0.8680 | LM_LOSS: 0.3664 | LB_LOSS: 1.0032 +[2026-05-24 05:22:55] Validation | Batch 330/1463 | Loss: 0.8678 | LM_LOSS: 0.3662 | LB_LOSS: 1.0032 +[2026-05-24 05:22:57] Validation | Batch 340/1463 | Loss: 0.8675 | LM_LOSS: 0.3658 | LB_LOSS: 1.0032 +[2026-05-24 05:22:59] Validation | Batch 350/1463 | Loss: 0.8681 | LM_LOSS: 0.3665 | LB_LOSS: 1.0032 +[2026-05-24 05:23:01] Validation | Batch 360/1463 | Loss: 0.8679 | LM_LOSS: 0.3662 | LB_LOSS: 1.0032 +[2026-05-24 05:23:03] Validation | Batch 370/1463 | Loss: 0.8674 | LM_LOSS: 0.3658 | LB_LOSS: 1.0033 +[2026-05-24 05:23:05] Validation | Batch 380/1463 | Loss: 0.8669 | LM_LOSS: 0.3653 | LB_LOSS: 1.0032 +[2026-05-24 05:23:07] Validation | Batch 390/1463 | Loss: 0.8675 | LM_LOSS: 0.3659 | LB_LOSS: 1.0032 +[2026-05-24 05:23:09] Validation | Batch 400/1463 | Loss: 0.8674 | LM_LOSS: 0.3657 | LB_LOSS: 1.0032 +[2026-05-24 05:23:11] Validation | Batch 410/1463 | Loss: 0.8669 | LM_LOSS: 0.3653 | LB_LOSS: 1.0033 +[2026-05-24 05:23:13] Validation | Batch 420/1463 | Loss: 0.8669 | LM_LOSS: 0.3653 | LB_LOSS: 1.0033 +[2026-05-24 05:23:16] Validation | Batch 430/1463 | Loss: 0.8662 | LM_LOSS: 0.3646 | LB_LOSS: 1.0033 +[2026-05-24 05:23:18] Validation | Batch 440/1463 | Loss: 0.8666 | LM_LOSS: 0.3649 | LB_LOSS: 1.0033 +[2026-05-24 05:23:19] Validation | Batch 450/1463 | Loss: 0.8661 | LM_LOSS: 0.3644 | LB_LOSS: 1.0033 +[2026-05-24 05:23:22] Validation | Batch 460/1463 | Loss: 0.8658 | LM_LOSS: 0.3642 | LB_LOSS: 1.0033 +[2026-05-24 05:23:24] Validation | Batch 470/1463 | Loss: 0.8666 | LM_LOSS: 0.3649 | LB_LOSS: 1.0033 +[2026-05-24 05:23:26] Validation | Batch 480/1463 | Loss: 0.8663 | LM_LOSS: 0.3646 | LB_LOSS: 1.0033 +[2026-05-24 05:23:28] Validation | Batch 490/1463 | Loss: 0.8660 | LM_LOSS: 0.3644 | LB_LOSS: 1.0032 +[2026-05-24 05:23:31] Validation | Batch 500/1463 | Loss: 0.8657 | LM_LOSS: 0.3641 | LB_LOSS: 1.0032 +[2026-05-24 05:23:33] Validation | Batch 510/1463 | Loss: 0.8649 | LM_LOSS: 0.3633 | LB_LOSS: 1.0032 +[2026-05-24 05:23:35] Validation | Batch 520/1463 | Loss: 0.8646 | LM_LOSS: 0.3630 | LB_LOSS: 1.0033 +[2026-05-24 05:23:37] Validation | Batch 530/1463 | Loss: 0.8653 | LM_LOSS: 0.3637 | LB_LOSS: 1.0033 +[2026-05-24 05:23:39] Validation | Batch 540/1463 | Loss: 0.8655 | LM_LOSS: 0.3638 | LB_LOSS: 1.0033 +[2026-05-24 05:23:41] Validation | Batch 550/1463 | Loss: 0.8650 | LM_LOSS: 0.3634 | LB_LOSS: 1.0033 +[2026-05-24 05:23:43] Validation | Batch 560/1463 | Loss: 0.8650 | LM_LOSS: 0.3634 | LB_LOSS: 1.0033 +[2026-05-24 05:23:45] Validation | Batch 570/1463 | Loss: 0.8650 | LM_LOSS: 0.3634 | LB_LOSS: 1.0033 +[2026-05-24 05:23:47] Validation | Batch 580/1463 | Loss: 0.8644 | LM_LOSS: 0.3628 | LB_LOSS: 1.0033 +[2026-05-24 05:23:50] Validation | Batch 590/1463 | Loss: 0.8642 | LM_LOSS: 0.3625 | LB_LOSS: 1.0033 +[2026-05-24 05:23:52] Validation | Batch 600/1463 | Loss: 0.8643 | LM_LOSS: 0.3627 | LB_LOSS: 1.0033 +[2026-05-24 05:23:54] Validation | Batch 610/1463 | Loss: 0.8646 | LM_LOSS: 0.3629 | LB_LOSS: 1.0033 +[2026-05-24 05:23:57] Validation | Batch 620/1463 | Loss: 0.8639 | LM_LOSS: 0.3622 | LB_LOSS: 1.0033 +[2026-05-24 05:23:59] Validation | Batch 630/1463 | Loss: 0.8634 | LM_LOSS: 0.3618 | LB_LOSS: 1.0033 +[2026-05-24 05:24:01] Validation | Batch 640/1463 | Loss: 0.8632 | LM_LOSS: 0.3615 | LB_LOSS: 1.0034 +[2026-05-24 05:24:02] Validation | Batch 650/1463 | Loss: 0.8627 | LM_LOSS: 0.3611 | LB_LOSS: 1.0034 +[2026-05-24 05:24:04] Validation | Batch 660/1463 | Loss: 0.8621 | LM_LOSS: 0.3605 | LB_LOSS: 1.0033 +[2026-05-24 05:24:06] Validation | Batch 670/1463 | Loss: 0.8616 | LM_LOSS: 0.3599 | LB_LOSS: 1.0033 +[2026-05-24 05:24:08] Validation | Batch 680/1463 | Loss: 0.8615 | LM_LOSS: 0.3598 | LB_LOSS: 1.0033 +[2026-05-24 05:24:11] Validation | Batch 690/1463 | Loss: 0.8617 | LM_LOSS: 0.3601 | LB_LOSS: 1.0033 +[2026-05-24 05:24:13] Validation | Batch 700/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0033 +[2026-05-24 05:24:14] Validation | Batch 710/1463 | Loss: 0.8619 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:24:17] Validation | Batch 720/1463 | Loss: 0.8627 | LM_LOSS: 0.3610 | LB_LOSS: 1.0034 +[2026-05-24 05:24:19] Validation | Batch 730/1463 | Loss: 0.8626 | LM_LOSS: 0.3610 | LB_LOSS: 1.0034 +[2026-05-24 05:24:20] Validation | Batch 740/1463 | Loss: 0.8622 | LM_LOSS: 0.3605 | LB_LOSS: 1.0034 +[2026-05-24 05:24:22] Validation | Batch 750/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0034 +[2026-05-24 05:24:24] Validation | Batch 760/1463 | Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0034 +[2026-05-24 05:24:26] Validation | Batch 770/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0034 +[2026-05-24 05:24:28] Validation | Batch 780/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0034 +[2026-05-24 05:24:29] Validation | Batch 790/1463 | Loss: 0.8619 | LM_LOSS: 0.3602 | LB_LOSS: 1.0034 +[2026-05-24 05:24:31] Validation | Batch 800/1463 | Loss: 0.8619 | LM_LOSS: 0.3602 | LB_LOSS: 1.0034 +[2026-05-24 05:24:33] Validation | Batch 810/1463 | Loss: 0.8614 | LM_LOSS: 0.3598 | LB_LOSS: 1.0033 +[2026-05-24 05:24:35] Validation | Batch 820/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0033 +[2026-05-24 05:24:37] Validation | Batch 830/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:24:40] Validation | Batch 840/1463 | Loss: 0.8619 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:24:42] Validation | Batch 850/1463 | Loss: 0.8623 | LM_LOSS: 0.3607 | LB_LOSS: 1.0033 +[2026-05-24 05:24:44] Validation | Batch 860/1463 | Loss: 0.8626 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:24:46] Validation | Batch 870/1463 | Loss: 0.8628 | LM_LOSS: 0.3611 | LB_LOSS: 1.0034 +[2026-05-24 05:24:48] Validation | Batch 880/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0034 +[2026-05-24 05:24:50] Validation | Batch 890/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:24:52] Validation | Batch 900/1463 | Loss: 0.8616 | LM_LOSS: 0.3599 | LB_LOSS: 1.0033 +[2026-05-24 05:24:54] Validation | Batch 910/1463 | Loss: 0.8615 | LM_LOSS: 0.3599 | LB_LOSS: 1.0033 +[2026-05-24 05:24:57] Validation | Batch 920/1463 | Loss: 0.8618 | LM_LOSS: 0.3601 | LB_LOSS: 1.0033 +[2026-05-24 05:24:59] Validation | Batch 930/1463 | Loss: 0.8613 | LM_LOSS: 0.3596 | LB_LOSS: 1.0033 +[2026-05-24 05:25:01] Validation | Batch 940/1463 | Loss: 0.8610 | LM_LOSS: 0.3593 | LB_LOSS: 1.0033 +[2026-05-24 05:25:03] Validation | Batch 950/1463 | Loss: 0.8612 | LM_LOSS: 0.3596 | LB_LOSS: 1.0033 +[2026-05-24 05:25:05] Validation | Batch 960/1463 | Loss: 0.8612 | LM_LOSS: 0.3596 | LB_LOSS: 1.0033 +[2026-05-24 05:25:08] Validation | Batch 970/1463 | Loss: 0.8613 | LM_LOSS: 0.3596 | LB_LOSS: 1.0033 +[2026-05-24 05:25:10] Validation | Batch 980/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0033 +[2026-05-24 05:25:12] Validation | Batch 990/1463 | Loss: 0.8619 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:25:14] Validation | Batch 1000/1463 | Loss: 0.8626 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:25:16] Validation | Batch 1010/1463 | Loss: 0.8626 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:25:18] Validation | Batch 1020/1463 | Loss: 0.8627 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:25:21] Validation | Batch 1030/1463 | Loss: 0.8633 | LM_LOSS: 0.3616 | LB_LOSS: 1.0033 +[2026-05-24 05:25:23] Validation | Batch 1040/1463 | Loss: 0.8628 | LM_LOSS: 0.3612 | LB_LOSS: 1.0034 +[2026-05-24 05:25:25] Validation | Batch 1050/1463 | Loss: 0.8627 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:25:27] Validation | Batch 1060/1463 | Loss: 0.8626 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:25:30] Validation | Batch 1070/1463 | Loss: 0.8626 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:25:32] Validation | Batch 1080/1463 | Loss: 0.8624 | LM_LOSS: 0.3607 | LB_LOSS: 1.0034 +[2026-05-24 05:25:33] Validation | Batch 1090/1463 | Loss: 0.8623 | LM_LOSS: 0.3606 | LB_LOSS: 1.0034 +[2026-05-24 05:25:35] Validation | Batch 1100/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 05:25:37] Validation | Batch 1110/1463 | Loss: 0.8621 | LM_LOSS: 0.3605 | LB_LOSS: 1.0033 +[2026-05-24 05:25:39] Validation | Batch 1120/1463 | Loss: 0.8619 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:25:42] Validation | Batch 1130/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0033 +[2026-05-24 05:25:44] Validation | Batch 1140/1463 | Loss: 0.8619 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:25:46] Validation | Batch 1150/1463 | Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:25:48] Validation | Batch 1160/1463 | Loss: 0.8617 | LM_LOSS: 0.3601 | LB_LOSS: 1.0033 +[2026-05-24 05:25:51] Validation | Batch 1170/1463 | Loss: 0.8617 | LM_LOSS: 0.3601 | LB_LOSS: 1.0033 +[2026-05-24 05:25:53] Validation | Batch 1180/1463 | Loss: 0.8619 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:25:55] Validation | Batch 1190/1463 | Loss: 0.8620 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 05:25:57] Validation | Batch 1200/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:25:59] Validation | Batch 1210/1463 | Loss: 0.8622 | LM_LOSS: 0.3606 | LB_LOSS: 1.0033 +[2026-05-24 05:26:01] Validation | Batch 1220/1463 | Loss: 0.8626 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:26:03] Validation | Batch 1230/1463 | Loss: 0.8625 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:26:05] Validation | Batch 1240/1463 | Loss: 0.8628 | LM_LOSS: 0.3611 | LB_LOSS: 1.0033 +[2026-05-24 05:26:07] Validation | Batch 1250/1463 | Loss: 0.8630 | LM_LOSS: 0.3614 | LB_LOSS: 1.0033 +[2026-05-24 05:26:10] Validation | Batch 1260/1463 | Loss: 0.8629 | LM_LOSS: 0.3612 | LB_LOSS: 1.0033 +[2026-05-24 05:26:12] Validation | Batch 1270/1463 | Loss: 0.8626 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:26:14] Validation | Batch 1280/1463 | Loss: 0.8624 | LM_LOSS: 0.3607 | LB_LOSS: 1.0033 +[2026-05-24 05:26:16] Validation | Batch 1290/1463 | Loss: 0.8623 | LM_LOSS: 0.3606 | LB_LOSS: 1.0033 +[2026-05-24 05:26:18] Validation | Batch 1300/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 05:26:21] Validation | Batch 1310/1463 | Loss: 0.8619 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:26:22] Validation | Batch 1320/1463 | Loss: 0.8619 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:26:24] Validation | Batch 1330/1463 | Loss: 0.8620 | LM_LOSS: 0.3603 | LB_LOSS: 1.0033 +[2026-05-24 05:26:26] Validation | Batch 1340/1463 | Loss: 0.8624 | LM_LOSS: 0.3607 | LB_LOSS: 1.0033 +[2026-05-24 05:26:28] Validation | Batch 1350/1463 | Loss: 0.8624 | LM_LOSS: 0.3607 | LB_LOSS: 1.0033 +[2026-05-24 05:26:31] Validation | Batch 1360/1463 | Loss: 0.8626 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:26:33] Validation | Batch 1370/1463 | Loss: 0.8630 | LM_LOSS: 0.3614 | LB_LOSS: 1.0033 +[2026-05-24 05:26:35] Validation | Batch 1380/1463 | Loss: 0.8627 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:26:37] Validation | Batch 1390/1463 | Loss: 0.8627 | LM_LOSS: 0.3610 | LB_LOSS: 1.0033 +[2026-05-24 05:26:39] Validation | Batch 1400/1463 | Loss: 0.8630 | LM_LOSS: 0.3613 | LB_LOSS: 1.0033 +[2026-05-24 05:26:41] Validation | Batch 1410/1463 | Loss: 0.8633 | LM_LOSS: 0.3616 | LB_LOSS: 1.0033 +[2026-05-24 05:26:43] Validation | Batch 1420/1463 | Loss: 0.8633 | LM_LOSS: 0.3616 | LB_LOSS: 1.0033 +[2026-05-24 05:26:45] Validation | Batch 1430/1463 | Loss: 0.8632 | LM_LOSS: 0.3616 | LB_LOSS: 1.0033 +[2026-05-24 05:26:47] Validation | Batch 1440/1463 | Loss: 0.8637 | LM_LOSS: 0.3620 | LB_LOSS: 1.0033 +[2026-05-24 05:26:50] Validation | Batch 1450/1463 | Loss: 0.8634 | LM_LOSS: 0.3617 | LB_LOSS: 1.0033 +[2026-05-24 05:26:52] Validation | Batch 1460/1463 | Loss: 0.8638 | LM_LOSS: 0.3621 | LB_LOSS: 1.0033 +[2026-05-24 05:26:53] Validation | Batch 1463/1463 | Loss: 0.8637 | LM_LOSS: 0.3620 | LB_LOSS: 1.0033 +[2026-05-24 05:26:53] Validation | Loss: 0.8637 | LM_LOSS: 0.3620 | LB_LOSS: 1.0033 | PPL: 1.44 | Time: 308.37s +[2026-05-24 05:27:04] Epoch 3 | Step 13010 | Loss: 0.6708 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.77e-05 +[2026-05-24 05:27:15] Epoch 3 | Step 13020 | Loss: 0.6708 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.72e-05 +[2026-05-24 05:27:26] Epoch 3 | Step 13030 | Loss: 0.6708 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.67e-05 +[2026-05-24 05:27:37] Epoch 3 | Step 13040 | Loss: 0.6708 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.63e-05 +[2026-05-24 05:27:49] Epoch 3 | Step 13050 | Loss: 0.6707 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.58e-05 +[2026-05-24 05:27:59] Epoch 3 | Step 13060 | Loss: 0.6707 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.54e-05 +[2026-05-24 05:28:10] Epoch 3 | Step 13070 | Loss: 0.6707 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.49e-05 +[2026-05-24 05:28:21] Epoch 3 | Step 13080 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.45e-05 +[2026-05-24 05:28:32] Epoch 3 | Step 13090 | Loss: 0.6707 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.40e-05 +[2026-05-24 05:28:43] Epoch 3 | Step 13100 | Loss: 0.6707 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.36e-05 +[2026-05-24 05:28:54] Epoch 3 | Step 13110 | Loss: 0.6707 | LM: 0.1693 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.31e-05 +[2026-05-24 05:29:06] Epoch 3 | Step 13120 | Loss: 0.6706 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.27e-05 +[2026-05-24 05:29:17] Epoch 3 | Step 13130 | Loss: 0.6706 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.23e-05 +[2026-05-24 05:29:28] Epoch 3 | Step 13140 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.18e-05 +[2026-05-24 05:29:39] Epoch 3 | Step 13150 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.14e-05 +[2026-05-24 05:29:50] Epoch 3 | Step 13160 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.10e-05 +[2026-05-24 05:30:01] Epoch 3 | Step 13170 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.06e-05 +[2026-05-24 05:30:12] Epoch 3 | Step 13180 | Loss: 0.6705 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 3.01e-05 +[2026-05-24 05:30:24] Epoch 3 | Step 13190 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.97e-05 +[2026-05-24 05:30:35] Epoch 3 | Step 13200 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.93e-05 +[2026-05-24 05:30:46] Epoch 3 | Step 13210 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.89e-05 +[2026-05-24 05:30:57] Epoch 3 | Step 13220 | Loss: 0.6705 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.85e-05 +[2026-05-24 05:31:08] Epoch 3 | Step 13230 | Loss: 0.6706 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.81e-05 +[2026-05-24 05:31:19] Epoch 3 | Step 13240 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.77e-05 +[2026-05-24 05:31:30] Epoch 3 | Step 13250 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.73e-05 +[2026-05-24 05:31:41] Epoch 3 | Step 13260 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.69e-05 +[2026-05-24 05:31:53] Epoch 3 | Step 13270 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.65e-05 +[2026-05-24 05:32:05] Epoch 3 | Step 13280 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.61e-05 +[2026-05-24 05:32:16] Epoch 3 | Step 13290 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.57e-05 +[2026-05-24 05:32:27] Epoch 3 | Step 13300 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.53e-05 +[2026-05-24 05:32:38] Epoch 3 | Step 13310 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.50e-05 +[2026-05-24 05:32:49] Epoch 3 | Step 13320 | Loss: 0.6705 | LM: 0.1689 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.46e-05 +[2026-05-24 05:33:00] Epoch 3 | Step 13330 | Loss: 0.6705 | LM: 0.1689 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.42e-05 +[2026-05-24 05:33:11] Epoch 3 | Step 13340 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.39e-05 +[2026-05-24 05:33:22] Epoch 3 | Step 13350 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.35e-05 +[2026-05-24 05:33:33] Epoch 3 | Step 13360 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.31e-05 +[2026-05-24 05:33:44] Epoch 3 | Step 13370 | Loss: 0.6704 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.28e-05 +[2026-05-24 05:33:55] Epoch 3 | Step 13380 | Loss: 0.6705 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.24e-05 +[2026-05-24 05:34:06] Epoch 3 | Step 13390 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.21e-05 +[2026-05-24 05:34:17] Epoch 3 | Step 13400 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.18e-05 +[2026-05-24 05:34:28] Epoch 3 | Step 13410 | Loss: 0.6706 | LM: 0.1692 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.14e-05 +[2026-05-24 05:34:39] Epoch 3 | Step 13420 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.11e-05 +[2026-05-24 05:34:51] Epoch 3 | Step 13430 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.08e-05 +[2026-05-24 05:35:02] Epoch 3 | Step 13440 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.04e-05 +[2026-05-24 05:35:13] Epoch 3 | Step 13450 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 2.01e-05 +[2026-05-24 05:35:24] Epoch 3 | Step 13460 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.98e-05 +[2026-05-24 05:35:35] Epoch 3 | Step 13470 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.95e-05 +[2026-05-24 05:35:46] Epoch 3 | Step 13480 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.92e-05 +[2026-05-24 05:35:57] Epoch 3 | Step 13490 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.89e-05 +[2026-05-24 05:36:08] Epoch 3 | Step 13500 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.86e-05 +[2026-05-24 05:36:19] Epoch 3 | Step 13510 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.83e-05 +[2026-05-24 05:36:30] Epoch 3 | Step 13520 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.80e-05 +[2026-05-24 05:36:41] Epoch 3 | Step 13530 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.77e-05 +[2026-05-24 05:36:53] Epoch 3 | Step 13540 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.74e-05 +[2026-05-24 05:37:04] Epoch 3 | Step 13550 | Loss: 0.6706 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.72e-05 +[2026-05-24 05:37:15] Epoch 3 | Step 13560 | Loss: 0.6707 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.69e-05 +[2026-05-24 05:37:27] Epoch 3 | Step 13570 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.66e-05 +[2026-05-24 05:37:38] Epoch 3 | Step 13580 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.64e-05 +[2026-05-24 05:37:50] Epoch 3 | Step 13590 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.61e-05 +[2026-05-24 05:38:01] Epoch 3 | Step 13600 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.59e-05 +[2026-05-24 05:38:12] Epoch 3 | Step 13610 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.56e-05 +[2026-05-24 05:38:24] Epoch 3 | Step 13620 | Loss: 0.6707 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.54e-05 +[2026-05-24 05:38:35] Epoch 3 | Step 13630 | Loss: 0.6707 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.51e-05 +[2026-05-24 05:38:46] Epoch 3 | Step 13640 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.49e-05 +[2026-05-24 05:38:58] Epoch 3 | Step 13650 | Loss: 0.6706 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.47e-05 +[2026-05-24 05:39:09] Epoch 3 | Step 13660 | Loss: 0.6706 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.45e-05 +[2026-05-24 05:39:21] Epoch 3 | Step 13670 | Loss: 0.6706 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.42e-05 +[2026-05-24 05:39:32] Epoch 3 | Step 13680 | Loss: 0.6707 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.40e-05 +[2026-05-24 05:39:44] Epoch 3 | Step 13690 | Loss: 0.6706 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.38e-05 +[2026-05-24 05:39:56] Epoch 3 | Step 13700 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.36e-05 +[2026-05-24 05:40:08] Epoch 3 | Step 13710 | Loss: 0.6706 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.34e-05 +[2026-05-24 05:40:19] Epoch 3 | Step 13720 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.32e-05 +[2026-05-24 05:40:31] Epoch 3 | Step 13730 | Loss: 0.6705 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.31e-05 +[2026-05-24 05:40:43] Epoch 3 | Step 13740 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.29e-05 +[2026-05-24 05:40:55] Epoch 3 | Step 13750 | Loss: 0.6705 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.27e-05 +[2026-05-24 05:41:06] Epoch 3 | Step 13760 | Loss: 0.6705 | LM: 0.1689 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.25e-05 +[2026-05-24 05:41:18] Epoch 3 | Step 13770 | Loss: 0.6706 | LM: 0.1690 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.24e-05 +[2026-05-24 05:41:30] Epoch 3 | Step 13780 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.22e-05 +[2026-05-24 05:41:41] Epoch 3 | Step 13790 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.21e-05 +[2026-05-24 05:41:53] Epoch 3 | Step 13800 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.19e-05 +[2026-05-24 05:42:04] Epoch 3 | Step 13810 | Loss: 0.6705 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.18e-05 +[2026-05-24 05:42:17] Epoch 3 | Step 13820 | Loss: 0.6705 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.16e-05 +[2026-05-24 05:42:28] Epoch 3 | Step 13830 | Loss: 0.6706 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.15e-05 +[2026-05-24 05:42:40] Epoch 3 | Step 13840 | Loss: 0.6705 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.14e-05 +[2026-05-24 05:42:51] Epoch 3 | Step 13850 | Loss: 0.6705 | LM: 0.1692 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.13e-05 +[2026-05-24 05:43:02] Epoch 3 | Step 13860 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.11e-05 +[2026-05-24 05:43:14] Epoch 3 | Step 13870 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.10e-05 +[2026-05-24 05:43:25] Epoch 3 | Step 13880 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.09e-05 +[2026-05-24 05:43:37] Epoch 3 | Step 13890 | Loss: 0.6704 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.08e-05 +[2026-05-24 05:43:48] Epoch 3 | Step 13900 | Loss: 0.6703 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.07e-05 +[2026-05-24 05:44:00] Epoch 3 | Step 13910 | Loss: 0.6703 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.06e-05 +[2026-05-24 05:44:12] Epoch 3 | Step 13920 | Loss: 0.6703 | LM: 0.1691 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.06e-05 +[2026-05-24 05:44:23] Epoch 3 | Step 13930 | Loss: 0.6703 | LM: 0.1691 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.05e-05 +[2026-05-24 05:44:35] Epoch 3 | Step 13940 | Loss: 0.6703 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.04e-05 +[2026-05-24 05:44:46] Epoch 3 | Step 13950 | Loss: 0.6703 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.04e-05 +[2026-05-24 05:44:58] Epoch 3 | Step 13960 | Loss: 0.6703 | LM: 0.1690 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.03e-05 +[2026-05-24 05:45:09] Epoch 3 | Step 13970 | Loss: 0.6703 | LM: 0.1689 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.02e-05 +[2026-05-24 05:45:21] Epoch 3 | Step 13980 | Loss: 0.6703 | LM: 0.1688 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.02e-05 +[2026-05-24 05:45:32] Epoch 3 | Step 13990 | Loss: 0.6703 | LM: 0.1688 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.01e-05 +[2026-05-24 05:45:43] Epoch 3 | Step 14000 | Loss: 0.6703 | LM: 0.1688 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.01e-05 +[2026-05-24 05:45:45] Validation | Batch 10/1463 | Loss: 0.8359 | LM_LOSS: 0.3351 | LB_LOSS: 1.0016 +[2026-05-24 05:45:47] Validation | Batch 20/1463 | Loss: 0.8442 | LM_LOSS: 0.3430 | LB_LOSS: 1.0025 +[2026-05-24 05:45:49] Validation | Batch 30/1463 | Loss: 0.8421 | LM_LOSS: 0.3407 | LB_LOSS: 1.0029 +[2026-05-24 05:45:51] Validation | Batch 40/1463 | Loss: 0.8497 | LM_LOSS: 0.3481 | LB_LOSS: 1.0032 +[2026-05-24 05:45:53] Validation | Batch 50/1463 | Loss: 0.8599 | LM_LOSS: 0.3584 | LB_LOSS: 1.0030 +[2026-05-24 05:45:56] Validation | Batch 60/1463 | Loss: 0.8596 | LM_LOSS: 0.3581 | LB_LOSS: 1.0029 +[2026-05-24 05:45:59] Validation | Batch 70/1463 | Loss: 0.8598 | LM_LOSS: 0.3583 | LB_LOSS: 1.0030 +[2026-05-24 05:46:01] Validation | Batch 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Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:50:11] Validation | Batch 1260/1463 | Loss: 0.8617 | LM_LOSS: 0.3600 | LB_LOSS: 1.0033 +[2026-05-24 05:50:13] Validation | Batch 1270/1463 | Loss: 0.8614 | LM_LOSS: 0.3597 | LB_LOSS: 1.0033 +[2026-05-24 05:50:15] Validation | Batch 1280/1463 | Loss: 0.8611 | LM_LOSS: 0.3595 | LB_LOSS: 1.0033 +[2026-05-24 05:50:17] Validation | Batch 1290/1463 | Loss: 0.8611 | LM_LOSS: 0.3594 | LB_LOSS: 1.0033 +[2026-05-24 05:50:19] Validation | Batch 1300/1463 | Loss: 0.8609 | LM_LOSS: 0.3592 | LB_LOSS: 1.0033 +[2026-05-24 05:50:21] Validation | Batch 1310/1463 | Loss: 0.8607 | LM_LOSS: 0.3591 | LB_LOSS: 1.0033 +[2026-05-24 05:50:23] Validation | Batch 1320/1463 | Loss: 0.8607 | LM_LOSS: 0.3591 | LB_LOSS: 1.0033 +[2026-05-24 05:50:25] Validation | Batch 1330/1463 | Loss: 0.8607 | LM_LOSS: 0.3591 | LB_LOSS: 1.0033 +[2026-05-24 05:50:27] Validation | Batch 1340/1463 | Loss: 0.8611 | LM_LOSS: 0.3595 | LB_LOSS: 1.0033 +[2026-05-24 05:50:29] Validation | Batch 1350/1463 | Loss: 0.8612 | LM_LOSS: 0.3595 | LB_LOSS: 1.0033 +[2026-05-24 05:50:32] Validation | Batch 1360/1463 | Loss: 0.8614 | LM_LOSS: 0.3598 | LB_LOSS: 1.0033 +[2026-05-24 05:50:34] Validation | Batch 1370/1463 | Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:50:36] Validation | Batch 1380/1463 | Loss: 0.8615 | LM_LOSS: 0.3598 | LB_LOSS: 1.0033 +[2026-05-24 05:50:38] Validation | Batch 1390/1463 | Loss: 0.8615 | LM_LOSS: 0.3598 | LB_LOSS: 1.0033 +[2026-05-24 05:50:40] Validation | Batch 1400/1463 | Loss: 0.8618 | LM_LOSS: 0.3602 | LB_LOSS: 1.0033 +[2026-05-24 05:50:42] Validation | Batch 1410/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 05:50:44] Validation | Batch 1420/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 05:50:46] Validation | Batch 1430/1463 | Loss: 0.8621 | LM_LOSS: 0.3604 | LB_LOSS: 1.0033 +[2026-05-24 05:50:48] Validation | Batch 1440/1463 | Loss: 0.8625 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:50:51] Validation | Batch 1450/1463 | Loss: 0.8622 | LM_LOSS: 0.3606 | LB_LOSS: 1.0033 +[2026-05-24 05:50:53] Validation | Batch 1460/1463 | Loss: 0.8626 | LM_LOSS: 0.3609 | LB_LOSS: 1.0033 +[2026-05-24 05:50:53] Validation | Batch 1463/1463 | Loss: 0.8625 | LM_LOSS: 0.3608 | LB_LOSS: 1.0033 +[2026-05-24 05:50:53] Validation | Loss: 0.8625 | LM_LOSS: 0.3608 | LB_LOSS: 1.0033 | PPL: 1.44 | Time: 310.04s +[2026-05-24 05:51:04] Epoch 3 | Step 14010 | Loss: 0.6703 | LM: 0.1688 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.01e-05 +[2026-05-24 05:51:15] Epoch 3 | Step 14020 | Loss: 0.6703 | LM: 0.1686 | LB: 1.0051 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-05 +[2026-05-24 05:51:27] Epoch 3 | Step 14030 | Loss: 0.6704 | LM: 0.1688 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-05 +[2026-05-24 05:51:38] Epoch 3 | Step 14040 | Loss: 0.6704 | LM: 0.1687 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-05 +[2026-05-24 05:51:51] Epoch 3 | Step 14050 | Loss: 0.6704 | LM: 0.1687 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-05 +[2026-05-24 05:52:02] Epoch 3 | Step 14060 | Loss: 0.6704 | LM: 0.1687 | LB: 1.0050 | CL0: 3.3 | CL1: 3.8 | HR0: 0.305/SR0: 0.278 | HR1: 0.267/SR1: 0.228 | LR: 1.00e-05 +[2026-05-24 05:52:04] Epoch 3 completed in 6862.48s | Loss: 0.6704 | CL0: 3.3 | CL1: 3.8 +[2026-05-24 05:52:04] +Training completed! +[2026-05-24 05:52:08] Final model: outputs/2026-05-24/N_4.0/model_final.pt diff --git a/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/requirements.txt b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..f040f697230340f8a88a6e7387f7e8983d11b547 --- /dev/null +++ b/routing_rerun/N_4.0/wandb/run-20260524_000855-j30yot8x/files/requirements.txt @@ -0,0 +1,245 @@ +setuptools==78.1.1 +wheel==0.45.1 +pip==25.2 +webencodings==0.5.1 +triton==3.2.0 +pytz==2025.2 +pydub==0.25.1 +pure_eval==0.2.3 +ptyprocess==0.7.0 +nvidia-ml-py==13.590.48 +nvidia-cusparselt-cu12==0.6.2 +mpmath==1.3.0 +ipython-genutils==0.2.0 +fastjsonschema==2.21.2 +brotli==1.2.0 +antlr4-python3-runtime==4.9.3 +xxhash==3.6.0 +widgetsnbextension==4.0.14 +websocket-client==1.9.0 +webcolors==24.11.1 +wcwidth==0.2.14 +urllib3==2.5.0 +uri-template==1.3.0 +tzdata==2025.2 +typing_extensions==4.15.0 +types-python-dateutil==2.9.0.20251008 +traitlets==5.14.3 +tqdm==4.67.1 +tornado==6.5.2 +tomlkit==0.13.3 +tinycss2==1.4.0 +tabulate==0.9.0 +sympy==1.13.1 +soupsieve==2.8 +sniffio==1.3.1 +smmap==5.0.2 +six==1.17.0 +shellingham==1.5.4 +Send2Trash==1.8.3 +semantic-version==2.10.0 +safetensors==0.6.2 +rpds-py==0.27.1 +rfc3986-validator==0.1.1 +regex==2025.9.18 +pyzmq==27.1.0 +PyYAML==6.0.3 +python-multipart==0.0.22 +python-json-logger==4.0.0 +python-dotenv==1.2.1 +pyparsing==3.2.5 +PyJWT==2.8.0 +Pygments==2.19.2 +pycparser==2.23 +pyarrow==22.0.0 +psutil==7.1.0 +protobuf==6.33.4 +propcache==0.4.1 +prometheus_client==0.23.1 +portalocker==3.2.0 +platformdirs==4.5.0 +pillow==11.3.0 +pexpect==4.9.0 +pathspec==1.0.4 +parso==0.8.5 +pandocfilters==1.5.1 +packaging==25.0 +orjson==3.11.6 +opt_einsum==3.4.0 +nvidia-nvtx-cu12==12.4.127 +nvidia-nvjitlink-cu12==12.4.127 +nvidia-nccl-cu12==2.21.5 +nvidia-curand-cu12==10.3.5.147 +nvidia-cufile-cu12==1.13.1.3 +nvidia-cufft-cu12==11.2.1.3 +nvidia-cuda-runtime-cu12==12.4.127 +nvidia-cuda-nvrtc-cu12==12.4.127 +nvidia-cuda-cupti-cu12==12.4.127 +nvidia-cublas-cu12==12.4.5.8 +numpy==2.3.3 +ninja==1.13.0 +networkx==3.5 +nest-asyncio==1.6.0 +narwhals==2.15.0 +mypy_extensions==1.1.0 +multidict==6.7.0 +mistune==3.1.4 +mdurl==0.1.2 +MarkupSafe==3.0.3 +lxml==6.0.2 +librt==0.8.0 +lark==1.3.0 +kiwisolver==1.4.9 +jupyterlab_widgets==3.0.15 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checkpoint_path: ${oc.env:PROJECT_ROOT}/hnet_project/checkpoints/hnet_2stage_XL_code.pt +training: + epochs: 3 + max_steps: null + batch_size: 8 + eval_batch_size: 24 + gradient_accumulation_steps: 4 + lr: 0.0001 + weight_decay: 0.1 + betas: + - 0.9 + - 0.95 + eps: 1.0e-08 + lr_scheduler: wsd + warmup_ratio: 0.1 + decay_ratio: 0.2 + warmup_steps: 100 + min_lr_ratio: 0.1 + lr_multiplier: + - 2.0 + - 1.5 + - 1.0 + load_balancing_weight: 0.5 + load_balancing_N: 6.0 + max_grad_norm: 1.0 + use_amp: true + resume: false + resume_checkpoint: null + warmup_model: true +data: + path: ${oc.env:PROJECT_ROOT}/code_completion_exp/datasets/data_V4_full + max_context_len: 4096 + max_target_len: 256 + num_workers: 0 + pin_memory: true + max_train_samples: 150000 + max_val_samples: null +logging: + log_interval: 10 + save_interval: 3000 + eval_interval: 1000 + save_every_epoch: false + model_only_checkpoints: true +tracking: + enabled: true + backend: wandb + project: routing-evolution + run_name: routing_N6.0 + entity: null + base_url: https://wandb.platun0v.ru + local_dir: ${paths.output_dir} +paths: + output_dir: outputs/${now:%Y-%m-%d}/N_${training.load_balancing_N} +seed: 42 +device: cuda diff --git a/routing_rerun/N_6.0/.hydra/hydra.yaml b/routing_rerun/N_6.0/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3eff56208c85685078cf3fd2042fa81cd049c3db --- /dev/null +++ b/routing_rerun/N_6.0/.hydra/hydra.yaml @@ -0,0 +1,162 @@ +hydra: + run: + dir: ${paths.output_dir} + sweep: + dir: outputs/multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper + max_batch_size: null + params: null + help: + app_name: ${hydra.job.name} + header: '${hydra.help.app_name} is powered by Hydra. + + ' + footer: 'Powered by Hydra (https://hydra.cc) + + Use --hydra-help to view Hydra specific help + + ' + template: '${hydra.help.header} + + == Configuration groups == + + Compose your configuration from those groups (group=option) + + + $APP_CONFIG_GROUPS + + + == Config == + + Override anything in the config (foo.bar=value) + + + $CONFIG + + + ${hydra.help.footer} + + ' + hydra_help: + template: 'Hydra (${hydra.runtime.version}) + + See https://hydra.cc for more info. + + + == Flags == + + $FLAGS_HELP + + + == Configuration groups == + + Compose your configuration from those groups (For example, append hydra/job_logging=disabled + to command line) + + + $HYDRA_CONFIG_GROUPS + + + Use ''--cfg hydra'' to Show the Hydra config. + + ' + hydra_help: ??? + hydra_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: RUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=RUN + task: + - training.load_balancing_N=6.0 + - tracking.run_name=routing_N6.0 + job: + name: train + chdir: false + override_dirname: tracking.run_name=routing_N6.0,training.load_balancing_N=6.0 + id: ??? + num: ??? + config_name: config + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /workspace/byte-llms-code/routing_evolution_exp + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /workspace/byte-llms-code/routing_evolution_exp/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /workspace/byte-llms-code/routing_evolution_exp/outputs/2026-05-24/N_6.0 + choices: + paths: default + tracking: default + logging: default + data: default + training: default + model: hnet_xl_code + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: basic + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/routing_rerun/N_6.0/.hydra/overrides.yaml b/routing_rerun/N_6.0/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e51bf9e92fcf081635c203154d54d0b7c447596e --- /dev/null +++ b/routing_rerun/N_6.0/.hydra/overrides.yaml @@ -0,0 +1,2 @@ +- training.load_balancing_N=6.0 +- tracking.run_name=routing_N6.0 diff --git a/routing_rerun/N_6.0/checkpoints/checkpoint_latest.pt b/routing_rerun/N_6.0/checkpoints/checkpoint_latest.pt new file mode 100644 index 0000000000000000000000000000000000000000..91fa8bfb961cdc50fc1276cdb0134547f39c96a4 --- /dev/null +++ b/routing_rerun/N_6.0/checkpoints/checkpoint_latest.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9343a25637fd3c00c26704d7773c184e2c6fd1c695bb11d898f6484db6a4585 +size 3315169346 diff --git a/routing_rerun/N_6.0/checkpoints/checkpoint_step_12000.pt b/routing_rerun/N_6.0/checkpoints/checkpoint_step_12000.pt new file mode 100644 index 0000000000000000000000000000000000000000..362fb6c9b36eb0ccf9144cfdcceb29cab800b524 --- /dev/null +++ b/routing_rerun/N_6.0/checkpoints/checkpoint_step_12000.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0994a16edf205e510663d239bbd034caab8d2850f01ed41311785361443dfc45 +size 3315170726 diff --git a/routing_rerun/N_6.0/checkpoints/checkpoint_step_3000.pt b/routing_rerun/N_6.0/checkpoints/checkpoint_step_3000.pt new file mode 100644 index 0000000000000000000000000000000000000000..db4c38d35a35b6cde50a1d7431562b97347d2f1c --- /dev/null +++ b/routing_rerun/N_6.0/checkpoints/checkpoint_step_3000.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30b3ba319f811d546e404e6053d6fef6728d22b744e77b028d0cba49413defbf +size 3315170381 diff --git a/routing_rerun/N_6.0/checkpoints/checkpoint_step_6000.pt b/routing_rerun/N_6.0/checkpoints/checkpoint_step_6000.pt new file mode 100644 index 0000000000000000000000000000000000000000..3ff0fe5ee220539025621b0a1a3ca79f749982cf --- /dev/null +++ b/routing_rerun/N_6.0/checkpoints/checkpoint_step_6000.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22343bc626d98a030d846288d49e4f870af093244bf992be3004a31555077630 +size 3315170381 diff --git a/routing_rerun/N_6.0/checkpoints/checkpoint_step_9000.pt b/routing_rerun/N_6.0/checkpoints/checkpoint_step_9000.pt new file mode 100644 index 0000000000000000000000000000000000000000..6a9e516e59f04ed95abe8e24f2525d78a18108d0 --- /dev/null +++ b/routing_rerun/N_6.0/checkpoints/checkpoint_step_9000.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d243021548005fe67971d07b5f52e1f6183d289de40963d77bf5ab59adb80f9 +size 3315170381 diff --git a/routing_rerun/N_6.0/eval_results/eval_config.yaml b/routing_rerun/N_6.0/eval_results/eval_config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..db4a9857d8ddabbe88a6e55ba9222e09efa4e025 --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/eval_config.yaml @@ -0,0 +1,29 @@ +model: + config_path: /workspace/byte-llms-code/hnet_project/configs/hnet_2stage_XL_code.json + checkpoint_path: /workspace/byte-llms-code/hnet_project/checkpoints/hnet_2stage_XL_code.pt +data: + path: /workspace/byte-llms-code/code_completion_exp/datasets/data_V4_full + max_context_len: 4096 + max_target_len: 256 + num_workers: 0 + pin_memory: true + max_train_samples: 150000 + max_val_samples: null +evaluation: + batch_size: 16 + max_samples: 2000 + compute_bpb: true + bleu_tokenize: none + use_amp: true + save_predictions: true +generation: + max_length: 256 + temperature: 0.1 + top_k: 0 + top_p: 1.0 +paths: + run_dir: outputs/2026-05-24/N_6.0 + eval_initial: true + eval_final: true +seed: 42 +device: cuda diff --git a/routing_rerun/N_6.0/eval_results/metrics_model_best.txt b/routing_rerun/N_6.0/eval_results/metrics_model_best.txt new file mode 100644 index 0000000000000000000000000000000000000000..0324b9ddf852001336c400d9380010ac576d70e1 --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/metrics_model_best.txt @@ -0,0 +1,17 @@ +Checkpoint: model_best (outputs/2026-05-24/N_6.0/model_best.pt) +================================================================================ + +exact_match: 0.2945 +token_accuracy: 0.4274717137100246 +bleu: 13.724561822061911 +bpb: 1.3975490092372271 +num_samples: 2000 +gen_wall_time_s: 312.76023558113957 +gen_samples_per_s: 6.394674809870895 +gen_time_per_sample_ms: 156.38011779056978 +gen_chars_per_s: 172.20539529241827 +gen_batch_mean_ms: 2502.0818846491165 +gen_batch_p50_ms: 2298.0513839866035 +gen_batch_p95_ms: 4876.716210239101 +gen_batch_max_ms: 7006.153669033665 +gen_num_batches: 125 diff --git a/routing_rerun/N_6.0/eval_results/metrics_model_final.txt b/routing_rerun/N_6.0/eval_results/metrics_model_final.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e78cdb4cd6ba849ae960efb35815ebcb383755 --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/metrics_model_final.txt @@ -0,0 +1,17 @@ +Checkpoint: model_final (outputs/2026-05-24/N_6.0/model_final.pt) +================================================================================ + +exact_match: 0.266 +token_accuracy: 0.405445433723113 +bleu: 12.143190186967047 +bpb: 1.4800909646911653 +num_samples: 2000 +gen_wall_time_s: 339.75642288831295 +gen_samples_per_s: 5.886570099242697 +gen_time_per_sample_ms: 169.87821144415648 +gen_chars_per_s: 169.45375016184988 +gen_batch_mean_ms: 2718.0513831065036 +gen_batch_p50_ms: 2349.4825870147906 +gen_batch_p95_ms: 5625.178886170033 +gen_batch_max_ms: 5939.189083001111 +gen_num_batches: 125 diff --git a/routing_rerun/N_6.0/eval_results/metrics_pretrained.txt b/routing_rerun/N_6.0/eval_results/metrics_pretrained.txt new file mode 100644 index 0000000000000000000000000000000000000000..978858da1941c00de7f080acedef0085a2fe5556 --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/metrics_pretrained.txt @@ -0,0 +1,17 @@ +Checkpoint: pretrained (/workspace/byte-llms-code/hnet_project/checkpoints/hnet_2stage_XL_code.pt) +================================================================================ + +exact_match: 0.0 +token_accuracy: 0.46647837842492296 +bleu: 1.0987264273338606 +bpb: 1.8771313252548079 +num_samples: 2000 +gen_wall_time_s: 1851.4914190099225 +gen_samples_per_s: 1.0802102453542517 +gen_time_per_sample_ms: 925.7457095049613 +gen_chars_per_s: 275.8138626821598 +gen_batch_mean_ms: 14811.93135207938 +gen_batch_p50_ms: 15092.08012802992 +gen_batch_p95_ms: 15535.188522632234 +gen_batch_max_ms: 36298.368007002864 +gen_num_batches: 125 diff --git a/routing_rerun/N_6.0/eval_results/predictions_model_best.txt b/routing_rerun/N_6.0/eval_results/predictions_model_best.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a8654777eb0464664deab61f8f835cbdb7e167 --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/predictions_model_best.txt @@ -0,0 +1,18001 @@ +================================================================================ +Example 1 +================================================================================ +Target: + pcpid = h.get_pid(pcpid) + +Prediction: + h.get_distinct_value_props() + +================================================================================ +Example 2 +================================================================================ +Target: + return is_suicide or is_check_by_dropping_pawn + +Prediction: + self.push() + +================================================================================ +Example 3 +================================================================================ +Target: +self))) + +Prediction: +self))) + +================================================================================ +Example 4 +================================================================================ +Target: + if content == '': + +Prediction: + if content == '': + +================================================================================ +Example 5 +================================================================================ +Target: +1 == 0 for i in vals if i]): + +Prediction: +i == 0 for i in vals]): + +================================================================================ +Example 6 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 7 +================================================================================ +Target: + return json.dumps(convert_to_dict(obj), **kwargs) + +Prediction: + return json.dumps(obj, kwargs) + +================================================================================ +Example 8 +================================================================================ +Target: +module, CONFIGS_MODULE_ATTR) + +Prediction: +module, '__config__', None) + +================================================================================ +Example 9 +================================================================================ +Target: +_scope_stack = [] + +Prediction: +sensor_graph.compile(allocator) + +================================================================================ +Example 10 +================================================================================ +Target: +or \ + +Prediction: +or \ + +================================================================================ +Example 11 +================================================================================ +Target: + max_retries, + +Prediction: + max_retries, + +================================================================================ +Example 12 +================================================================================ +Target: + params['until'] = until + +Prediction: + params['until'] = until + +================================================================================ +Example 13 +================================================================================ +Target: + mongodb_host['dbs']) + +Prediction: + mongodb_host['dbs']) + +================================================================================ +Example 14 +================================================================================ +Target: + return points + +Prediction: + return points + +================================================================================ +Example 15 +================================================================================ +Target: += False + +Prediction: += False + +================================================================================ +Example 16 +================================================================================ +Target: + op = params.pop('op') + +Prediction: + options['op'] = params['op'] + +================================================================================ +Example 17 +================================================================================ +Target: += re.split(r"\r\n|\r|\n", message) + +Prediction: += message.split("\n") + +================================================================================ +Example 18 +================================================================================ +Target: +hour = local.tm_hour + +Prediction: +hour = local.tm_hour + +================================================================================ +Example 19 +================================================================================ +Target: += value._state + +Prediction: += self._get_model(model_field) + +================================================================================ +Example 20 +================================================================================ +Target: + No data: queue is empty ") + +Prediction: + No data queue for the queue is empty") + +================================================================================ +Example 21 +================================================================================ +Target: + (w, h) = image_shape(thumb) + +Prediction: + if px >= pixmapper.width: + +================================================================================ +Example 22 +================================================================================ +Target: +from DataCite", + +Prediction: +from DataCite") + +================================================================================ +Example 23 +================================================================================ +Target: + query_parameters=urlparse(data['next']).query, + +Prediction: + query_parameters=data['query_parameters']) + +================================================================================ +Example 24 +================================================================================ +Target: +wrapper + +Prediction: +wrapper + +================================================================================ +Example 25 +================================================================================ +Target: +append(section) + +Prediction: +append(section) + +================================================================================ +Example 26 +================================================================================ +Target: +clear_trace_entities() + +Prediction: +set_trace_entity(segment) + +================================================================================ +Example 27 +================================================================================ +Target: + 'of an addon.') + +Prediction: + 'of the addon.xml file.') + +================================================================================ +Example 28 +================================================================================ +Target: + self.get_session.commit() + +Prediction: + self.save() + +================================================================================ +Example 29 +================================================================================ +Target: + for t, v in list(e['tags'].items()): + +Prediction: + way['tags'] = e['tags'] + +================================================================================ +Example 30 +================================================================================ +Target: +level) + +Prediction: +level) + +================================================================================ +Example 31 +================================================================================ +Target: += [part_symbolic(rho[i, j], s)] + +Prediction: += [(i, j)] + +================================================================================ +Example 32 +================================================================================ +Target: += DRIZ_KEYWORDS.copy() + +Prediction: += self.drizdict[pl] + +================================================================================ +Example 33 +================================================================================ +Target: + 1e-6, v, v) + +Prediction: + v) + +================================================================================ +Example 34 +================================================================================ +Target: +echo('Deleting your vlan.') + +Prediction: +progress_bar() + +================================================================================ +Example 35 +================================================================================ +Target: +writeto(fitsname) + +Prediction: +write(full_name, format=fitsname) + +================================================================================ +Example 36 +================================================================================ +Target: + body += line + '\n' + +Prediction: + body += line + +================================================================================ +Example 37 +================================================================================ +Target: +input_dict + +Prediction: +input_dict + +================================================================================ +Example 38 +================================================================================ +Target: +compare_fields]).all(): + +Prediction: +i]['fourcc']): + +================================================================================ +Example 39 +================================================================================ +Target: +zipcontent + +Prediction: +range(len(io))} + +================================================================================ +Example 40 +================================================================================ +Target: +entry in string_list] + +Prediction: +entry in string_list] + +================================================================================ +Example 41 +================================================================================ +Target: + formatted_print( + +Prediction: + return principal_str(roles) + +================================================================================ +Example 42 +================================================================================ +Target: +"Your IPython version is older than " + +Prediction: +"IPython version 3.0.0 or later is required.") + +================================================================================ +Example 43 +================================================================================ +Target: +fig + +Prediction: +fig + +================================================================================ +Example 44 +================================================================================ +Target: + (data) = cls._list_all_payments_with_http_info(**kwargs) + +Prediction: + (data) = cls._list_all_payments_with_http_info(**kwargs) + +================================================================================ +Example 45 +================================================================================ +Target: + audit( + +Prediction: + if deleted: + +================================================================================ +Example 46 +================================================================================ +Target: +lower() + +Prediction: +lower() + +================================================================================ +Example 47 +================================================================================ +Target: +version: %s" % VERSION) + +Prediction: +version %s" % mrq_version) + +================================================================================ +Example 48 +================================================================================ +Target: + self.coregenomes.append(gene_name) + +Prediction: + continue + +================================================================================ +Example 49 +================================================================================ +Target: + return None if devices is None else devices.pop() + +Prediction: + if devices: + +================================================================================ +Example 50 +================================================================================ +Target: + data=resource, + +Prediction: + client=client + +================================================================================ +Example 51 +================================================================================ +Target: +[]): + +Prediction: +[]): + +================================================================================ +Example 52 +================================================================================ +Target: +in definition: + +Prediction: +in definition.keys(): + +================================================================================ +Example 53 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 54 +================================================================================ +Target: + return kwargs + +Prediction: + kwargs.setdefault('creationflags', CREATION_FLAGS_FOR_PROCESS_CREATION) + +================================================================================ +Example 55 +================================================================================ +Target: + obs.turn_physical_off() + +Prediction: + X,Y,Z = coords.galcencyl_to_XYZ(\ + +================================================================================ +Example 56 +================================================================================ +Target: + (subcuri, subid) = re.split(r':', sub) + +Prediction: + sub = sub.spo # sub is a sub object + +================================================================================ +Example 57 +================================================================================ +Target: +which can result in ' + +Prediction: +to strict.') + +================================================================================ +Example 58 +================================================================================ +Target: + iquery.query = str(self.resolve_option("query")) + +Prediction: + iquery.save() + +================================================================================ +Example 59 +================================================================================ +Target: + worker = Availabilities_worker(hdf5_file, '/aff_prop_group', + +Prediction: + pid = os.getpid() + +================================================================================ +Example 60 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 61 +================================================================================ +Target: +DictType): + +Prediction: +List): + +================================================================================ +Example 62 +================================================================================ +Target: + return Tag.objects.filter(name__in=[t.name for t in tags_entry_published]) + +Prediction: + from tagging.models import Tag + +================================================================================ +Example 63 +================================================================================ +Target: + return status + +Prediction: + return status + +================================================================================ +Example 64 +================================================================================ +Target: + mod_peer_cmd + +Prediction: + iapp_name + +================================================================================ +Example 65 +================================================================================ +Target: + params['%s.member.%d.%s.%s' % (label, i, k, kk)] = vv + +Prediction: + if kk == 'label': + +================================================================================ +Example 66 +================================================================================ +Target: + major.minor-stage + +Prediction: + major.minor.stage (spaces will be replaced with '-') + +================================================================================ +Example 67 +================================================================================ +Target: + try: + +Prediction: + return Response('No movie found for the theme id %s' % tmdb_id) + +================================================================================ +Example 68 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 69 +================================================================================ +Target: + 2 + +Prediction: + 2 + +================================================================================ +Example 70 +================================================================================ +Target: + registry, sys.stdin, deref=True) + +Prediction: + args.file_path, + +================================================================================ +Example 71 +================================================================================ +Target: + raise + +Prediction: + return + +================================================================================ +Example 72 +================================================================================ +Target: + if password: + +Prediction: + if password: + +================================================================================ +Example 73 +================================================================================ +Target: + return value + +Prediction: + return value + +================================================================================ +Example 74 +================================================================================ +Target: + schema, + +Prediction: + schema, resolved=resolved) + +================================================================================ +Example 75 +================================================================================ +Target: +add_scheme(ColorScheme( + +Prediction: +add_scheme(ColorScheme( + +================================================================================ +Example 76 +================================================================================ +Target: +self + +Prediction: +self + +================================================================================ +Example 77 +================================================================================ +Target: + return sql + +Prediction: + return sql + +================================================================================ +Example 78 +================================================================================ +Target: + return Location() + +Prediction: + if self.county: + +================================================================================ +Example 79 +================================================================================ +Target: +**kwargs) + +Prediction: +**kwargs) + +================================================================================ +Example 80 +================================================================================ +Target: + pass + +Prediction: + parent_rsib_breadth = parent_breadth + 1 + +================================================================================ +Example 81 +================================================================================ +Target: + on1 = np.cross(on2, nv) + +Prediction: + on1 = on1 / spla.norm(nv) + +================================================================================ +Example 82 +================================================================================ +Target: + elif self._is_header_line: + +Prediction: + # of the result table to the columns of the Analyte Result subsection + +================================================================================ +Example 83 +================================================================================ +Target: +models.Part, + +Prediction: +models.ContinuousCut, + +================================================================================ +Example 84 +================================================================================ +Target: + sense = line.split('=>')[1].strip(' ').strip('\n') + +Prediction: + if line.startswith('#'): + +================================================================================ +Example 85 +================================================================================ +Target: + if store_task: + +Prediction: + return task + +================================================================================ +Example 86 +================================================================================ +Target: + 'rb') + +Prediction: + 'rb') + +================================================================================ +Example 87 +================================================================================ +Target: += kwargs.pop('last_rcvd_ifindex') + +Prediction: += kwargs.pop('last_rcvd_ifindex') + +================================================================================ +Example 88 +================================================================================ +Target: +extend(glob(pngs)) + +Prediction: +extend(glob(pngs)) + +================================================================================ +Example 89 +================================================================================ +Target: + if level: + +Prediction: + if level is not None: + +================================================================================ +Example 90 +================================================================================ +Target: +in data.items(): + +Prediction: +in data.items(): + +================================================================================ +Example 91 +================================================================================ +Target: +setFormatter(_formatter) + +Prediction: +setFormatter(_formatter) + +================================================================================ +Example 92 +================================================================================ +Target: + self.__active_pixmap = value + +Prediction: + self.setActivePixmap(value) + +================================================================================ +Example 93 +================================================================================ +Target: +origSeq + +Prediction: +res + +================================================================================ +Example 94 +================================================================================ +Target: + names.append(name) + +Prediction: + names.append(name) + +================================================================================ +Example 95 +================================================================================ +Target: +have a non None function to fill the pool.") + +Prediction: +be initialized with an initialization function.") + +================================================================================ +Example 96 +================================================================================ +Target: +"" + +Prediction: +node.text + +================================================================================ +Example 97 +================================================================================ +Target: + return [word.lower() for word in phrase if word.lower() not in stopwords] + +Prediction: + for stopword in stopwords: + +================================================================================ +Example 98 +================================================================================ +Target: +parsed_version + +Prediction: +version + +================================================================================ +Example 99 +================================================================================ +Target: + return Client(origin) + +Prediction: + return Client(profile, origin) + +================================================================================ +Example 100 +================================================================================ +Target: + handler = BaseHandler() + +Prediction: + return request + +================================================================================ +Example 101 +================================================================================ +Target: + return gate_group + +Prediction: + gate_group.add_argument("--psd-overwhitened", action="store_true", + +================================================================================ +Example 102 +================================================================================ +Target: +_get_level_values(i) for o in other] + +Prediction: +append(label) for label in label] + +================================================================================ +Example 103 +================================================================================ +Target: +do_rv_grav: + +Prediction: +_gravitational_redshift is None: + +================================================================================ +Example 104 +================================================================================ +Target: + level = "QUIET" + +Prediction: + level = "QUIET" + +================================================================================ +Example 105 +================================================================================ +Target: +deploy( + +Prediction: +deploy(endpoint_name, initial_instance_count, instance_type, accelerator_type, + +================================================================================ +Example 106 +================================================================================ +Target: + result.update(self.get_level_methods(sub_level)) + +Prediction: + result.add(sub_level) + +================================================================================ +Example 107 +================================================================================ +Target: + ignore + +Prediction: + (...) -> Optional[Tuple[Tuple[str, str], List[Node], List[Node]]] + +================================================================================ +Example 108 +================================================================================ +Target: +index.name + +Prediction: +fillna(0) + +================================================================================ +Example 109 +================================================================================ +Target: + ' for immediate snapshot cancellation' % volume_id) + +Prediction: + % volume_id) + +================================================================================ +Example 110 +================================================================================ +Target: +classify.accuracy(self.classifier, test_features) + +Prediction: +test.TestFeatures(test_features) + +================================================================================ +Example 111 +================================================================================ +Target: +next_states; + +Prediction: +self._outputs; + +================================================================================ +Example 112 +================================================================================ +Target: + np.append(richness, parabola.vertex_x) + +Prediction: + np.array([0., 1./self.f, 10./self.f]) + +================================================================================ +Example 113 +================================================================================ +Target: + name + +Prediction: + name + +================================================================================ +Example 114 +================================================================================ +Target: + liveform.FORM_INPUT, + +Prediction: + self._endow, + +================================================================================ +Example 115 +================================================================================ +Target: +client_secret)) + +Prediction: +client_secret)) + +================================================================================ +Example 116 +================================================================================ +Target: + except StopIteration: + +Prediction: + except StopIteration: + +================================================================================ +Example 117 +================================================================================ +Target: + logger_start.info("found excel files: {}".format(len(files[".xls"]))) + +Prediction: + for file in files[".xls"]: + +================================================================================ +Example 118 +================================================================================ +Target: + Parser.run(row, reader) + +Prediction: + self._validate_field_data(row) + +================================================================================ +Example 119 +================================================================================ +Target: +)[key] + +Prediction: +)[key] + +================================================================================ +Example 120 +================================================================================ +Target: +exponential distribution with changing mean + +Prediction: +exponential distribution + +================================================================================ +Example 121 +================================================================================ +Target: +]] + +Prediction: +]] + +================================================================================ +Example 122 +================================================================================ +Target: + if tag is None: + +Prediction: + else: + +================================================================================ +Example 123 +================================================================================ +Target: +compatibility_constraints) + +Prediction: +compatibility_constraints) + +================================================================================ +Example 124 +================================================================================ +Target: +func + +Prediction: +func + +================================================================================ +Example 125 +================================================================================ +Target: +-1]) + +Prediction: +i]) + +================================================================================ +Example 126 +================================================================================ +Target: + (status == "3" and not std3_rules) or + +Prediction: + status == "D"): + +================================================================================ +Example 127 +================================================================================ +Target: +_insert(index, self.default_padding) + +Prediction: +_insert(index, 0) + +================================================================================ +Example 128 +================================================================================ +Target: + PluginAPI, + +Prediction: + PluginListAPI, + +================================================================================ +Example 129 +================================================================================ +Target: +|= v + +Prediction: += v + +================================================================================ +Example 130 +================================================================================ +Target: + rc = lib.crypto_shorthash_siphashx24(digest, data, len(data), key) + +Prediction: + digest_len = ffi.new("unsigned int[]", XBYTES) + +================================================================================ +Example 131 +================================================================================ +Target: +createByeMessage(env) + +Prediction: +createByeMessage(env) + +================================================================================ +Example 132 +================================================================================ +Target: + else: + +Prediction: + models.DjstripeCustomer.objects.filter(id=customer_data.get("id", "")).delete() + +================================================================================ +Example 133 +================================================================================ +Target: +GzipFile(fileobj=buff, mode='r') + +Prediction: +GzipFile(fileobj=buff, mode='r') + +================================================================================ +Example 134 +================================================================================ +Target: + elif len(text_file) == 0: + +Prediction: + return self.ERROR_EXIT_CODE + +================================================================================ +Example 135 +================================================================================ +Target: + created and must not exist prior to this call. + +Prediction: + stored in the statistics + +================================================================================ +Example 136 +================================================================================ +Target: + False + +Prediction: + True + +================================================================================ +Example 137 +================================================================================ +Target: +# Weaker match + +Prediction: +# Match + +================================================================================ +Example 138 +================================================================================ +Target: +"Person Name", + +Prediction: +"Phone Number", + +================================================================================ +Example 139 +================================================================================ +Target: +field == 'bool_value': + +Prediction: +field == 'bool_value': + +================================================================================ +Example 140 +================================================================================ +Target: + parent = parent.parent + +Prediction: + parent = parent.parent + +================================================================================ +Example 141 +================================================================================ +Target: + "name": name, + +Prediction: + 'name': name, + +================================================================================ +Example 142 +================================================================================ +Target: + sys.stdout.write('\rRunning %s: %d/%d' % (os.path.basename(model), (it+1), iters)) + +Prediction: + inference_times.append(current_model) + +================================================================================ +Example 143 +================================================================================ +Target: +True + +Prediction: +'command' + +================================================================================ +Example 144 +================================================================================ +Target: +output) + +Prediction: +output, + +================================================================================ +Example 145 +================================================================================ +Target: +value + +Prediction: +None + +================================================================================ +Example 146 +================================================================================ +Target: + commands = self._get_select_commands(source, tables) + +Prediction: + select = self._get_select(source, tables) + +================================================================================ +Example 147 +================================================================================ +Target: + t2, shape_checker_function) + +Prediction: + t2) + +================================================================================ +Example 148 +================================================================================ +Target: + self.height, self.maxval) + +Prediction: + self.height, self.maxval) + +================================================================================ +Example 149 +================================================================================ +Target: + result = pd.DataFrame([ + +Prediction: + result_iter = sorted(result_iter) + +================================================================================ +Example 150 +================================================================================ +Target: + elif not SCons.Util.is_List(source): + +Prediction: + else: + +================================================================================ +Example 151 +================================================================================ +Target: + if dtype == np.int8: + +Prediction: + if batch_size is None: + +================================================================================ +Example 152 +================================================================================ +Target: +as_view) + +Prediction: +as_view) + +================================================================================ +Example 153 +================================================================================ +Target: + if command(self.state, tokens): + +Prediction: + result = command(**tokens) + +================================================================================ +Example 154 +================================================================================ +Target: + except FileNotFoundError: + +Prediction: + except pd.errors.IndexError as e: + +================================================================================ +Example 155 +================================================================================ +Target: +**{'registrationOpen': True}) + +Prediction: + + +================================================================================ +Example 156 +================================================================================ +Target: +value) < size: + +Prediction: +value) > size: + +================================================================================ +Example 157 +================================================================================ +Target: +"(&{})".format("".join(term_strings)) + +Prediction: +" AND ".join(term_strings) + +================================================================================ +Example 158 +================================================================================ +Target: +of Response object') + +Prediction: +of response from %s' % env) + +================================================================================ +Example 159 +================================================================================ +Target: +inner + +Prediction: +inner + +================================================================================ +Example 160 +================================================================================ +Target: +(2, ), replace=False) + +Prediction: +size=seed) + +================================================================================ +Example 161 +================================================================================ +Target: + i1 = root.body.index(assignments[j].root) + +Prediction: + if not assignments[j].is_trivial: + +================================================================================ +Example 162 +================================================================================ +Target: + img = img() + +Prediction: + img = img() + +================================================================================ +Example 163 +================================================================================ +Target: +") + +Prediction: +") + +================================================================================ +Example 164 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 165 +================================================================================ +Target: + return response + +Prediction: + return response + +================================================================================ +Example 166 +================================================================================ +Target: + if option.get('text') != 'n/a': + +Prediction: + if option.get('image_url'): + +================================================================================ +Example 167 +================================================================================ +Target: + error_response_context) + +Prediction: + error_response_context) + +================================================================================ +Example 168 +================================================================================ +Target: +, -1.), rel_pos) + +Prediction: +0, 0.0), (-1.0, 0.0)) + +================================================================================ +Example 169 +================================================================================ +Target: + self.current_terminal.indication(*args, **kwargs) + +Prediction: + self.current_terminal.indication(*args, **kwargs) + +================================================================================ +Example 170 +================================================================================ +Target: + _autoc = feature_calculators.autocorrelation(x, lag) + +Prediction: + else: + +================================================================================ +Example 171 +================================================================================ +Target: + self.get_assessments_by_bank(bank_id)) + +Prediction: + self.get_assessments_by_bank(bank_id) + +================================================================================ +Example 172 +================================================================================ +Target: + return image + +Prediction: + return image + +================================================================================ +Example 173 +================================================================================ +Target: + "target": target, + +Prediction: + "target": target, + +================================================================================ +Example 174 +================================================================================ +Target: + return __tmp + +Prediction: + return __tmp + +================================================================================ +Example 175 +================================================================================ +Target: + if not self.running: + +Prediction: + else: + +================================================================================ +Example 176 +================================================================================ +Target: +server_default='0', + +Prediction: +server_default='0', + +================================================================================ +Example 177 +================================================================================ +Target: + deducciones=self.deducciones, + +Prediction: + deducciones=self.deducciones, + +================================================================================ +Example 178 +================================================================================ +Target: +updateStatus, args=(self.status_update_lock, )) + +Prediction: +_play_thread, args=(self._station_encoding, self._station_encoding, self._station_encoding, self._station_encoding, self._station_encoding, self._station_encoding, self._station_encoding, self._station_encoding, self._station_encoding, self._station_encodi + +================================================================================ +Example 179 +================================================================================ +Target: + omithw=omithw, debug=debug) + +Prediction: + debug=debug) + +================================================================================ +Example 180 +================================================================================ +Target: + row = i + +Prediction: + done = True + +================================================================================ +Example 181 +================================================================================ +Target: + id.append(VERSION_3) + +Prediction: + id.extend(bytearray()) + +================================================================================ +Example 182 +================================================================================ +Target: + extended=extended + +Prediction: + extended=extended, + +================================================================================ +Example 183 +================================================================================ +Target: +deferred_printers[key] = func + +Prediction: +for_type_by_name(oldfunc, type_name, func) + +================================================================================ +Example 184 +================================================================================ +Target: +draw_footer_status() + +Prediction: +statuses.draw(self.statuses) + +================================================================================ +Example 185 +================================================================================ +Target: + plotters = list(xarray_var_iter(data, var_names=var_names, combined=True)) + +Prediction: + if var_names is None: + +================================================================================ +Example 186 +================================================================================ +Target: + value = value.time() + +Prediction: + value = value.strftime('%Y-%m-%dT%H:%M:%S') + +================================================================================ +Example 187 +================================================================================ +Target: +value + +Prediction: +value + +================================================================================ +Example 188 +================================================================================ +Target: + dims = calculate_dimensions(variables) + +Prediction: + return variables + +================================================================================ +Example 189 +================================================================================ +Target: + 80) + +Prediction: + 80) + +================================================================================ +Example 190 +================================================================================ +Target: +call(args) + +Prediction: +post(args, **params) + +================================================================================ +Example 191 +================================================================================ +Target: +'--force') + +Prediction: +'--force') + +================================================================================ +Example 192 +================================================================================ +Target: ++= opts + +Prediction: ++= ["--options", opts] + +================================================================================ +Example 193 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 194 +================================================================================ +Target: + return os.path.basename(full_path) + +Prediction: + return full_path + +================================================================================ +Example 195 +================================================================================ +Target: + textureType, byref(pInstance)) + +Prediction: + byref(pInstance)) + +================================================================================ +Example 196 +================================================================================ +Target: +chunksize) + +Prediction: +chunksize) + +================================================================================ +Example 197 +================================================================================ +Target: +data + +Prediction: +[data["timestep"] for data in data] + +================================================================================ +Example 198 +================================================================================ +Target: + self.bin_width) + +Prediction: + self.bin_width) + +================================================================================ +Example 199 +================================================================================ +Target: +replace('.', r'\.'))) + +Prediction: +replace('.', '')) + +================================================================================ +Example 200 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 201 +================================================================================ +Target: + pid = os.fork() + +Prediction: + pid = os.fork() + +================================================================================ +Example 202 +================================================================================ +Target: +ValueError("Item not present in cache") + +Prediction: +None + +================================================================================ +Example 203 +================================================================================ +Target: + continue + +Prediction: + pass + +================================================================================ +Example 204 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 205 +================================================================================ +Target: + (data) = self.replace_namespaced_stateful_set_scale_with_http_info(name, namespace, body, **kwargs) # noqa: E501 + +Prediction: + (data) = self.replace_namespaced_stateful_set_scale_with_http_info(name, namespace, body, **kwargs) # noqa: E501 + +================================================================================ +Example 206 +================================================================================ +Target: + for diagram in diagrams: + +Prediction: + return diagrams + +================================================================================ +Example 207 +================================================================================ +Target: + else: + +Prediction: + if host_ret != 1: + +================================================================================ +Example 208 +================================================================================ +Target: +in ds_ids: + +Prediction: +in ds_ids: + +================================================================================ +Example 209 +================================================================================ +Target: +path.join(SOURCE_PATH, 'jsdoc-toolkit-rst-template') + +Prediction: +path.join(SOURCE_PATH, 'jsdoc-toolkit') + +================================================================================ +Example 210 +================================================================================ +Target: +completer.completing: + +Prediction: +isinstance(parser, IntrospectiveArgumentParser): + +================================================================================ +Example 211 +================================================================================ +Target: +all_calls: + +Prediction: +self.devices: + +================================================================================ +Example 212 +================================================================================ +Target: += estimate(init_vals, + +Prediction: += mnl_estimator.estimate_results() + +================================================================================ +Example 213 +================================================================================ +Target: +wrap + +Prediction: +wrap + +================================================================================ +Example 214 +================================================================================ +Target: +http + +Prediction: +http + +================================================================================ +Example 215 +================================================================================ +Target: + if(string_name): + +Prediction: + if(string_name): + +================================================================================ +Example 216 +================================================================================ +Target: +filepath) + +Prediction: +filepath) + +================================================================================ +Example 217 +================================================================================ +Target: +request + +Prediction: +request + +================================================================================ +Example 218 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 219 +================================================================================ +Target: + if raise_on_error: + +Prediction: + raise ResourceDescriptionNotFound( + +================================================================================ +Example 220 +================================================================================ +Target: +reduce_sum(-density, axis=2), axis=(1, 2)) + +Prediction: +square(x_reshape - self.mu)) + +================================================================================ +Example 221 +================================================================================ +Target: + return c + +Prediction: + return c + +================================================================================ +Example 222 +================================================================================ +Target: + ds = DataSourceWithFileCache(data_source=data_source, + +Prediction: + data_source = data_source.read() + +================================================================================ +Example 223 +================================================================================ +Target: +): + +Prediction: +): + +================================================================================ +Example 224 +================================================================================ +Target: +in extractor.headers: + +Prediction: +in headers: + +================================================================================ +Example 225 +================================================================================ +Target: + sniffer_timeout=sniffer_timeout, **kwargs) + +Prediction: + **kwargs) + +================================================================================ +Example 226 +================================================================================ +Target: +root + +Prediction: +root + +================================================================================ +Example 227 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 228 +================================================================================ +Target: +& ' if committed else '' + + +Prediction: +autocommit mode successfully.\n\n' + +================================================================================ +Example 229 +================================================================================ +Target: + current_parameter = method_parameters.get(key, {}) + +Prediction: + if value is not None: + +================================================================================ +Example 230 +================================================================================ +Target: + continue + +Prediction: + whitelist.add(string) + +================================================================================ +Example 231 +================================================================================ +Target: + self.send('LINKS %s' % r_server) + +Prediction: + self.send('LINKS') + +================================================================================ +Example 232 +================================================================================ +Target: +session + +Prediction: +drop_all + +================================================================================ +Example 233 +================================================================================ +Target: + if 'cached' in filters_settings: + +Prediction: + self._filters[filter_name] = filter_config + +================================================================================ +Example 234 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 235 +================================================================================ +Target: + "execution_date": datetime.date(1999, 1, 1), + +Prediction: + "account_name": account, + +================================================================================ +Example 236 +================================================================================ +Target: + literal_eval(param['axes']) + +Prediction: + [] + +================================================================================ +Example 237 +================================================================================ +Target: + return self.to_gpio(int(spec[3:])) + +Prediction: + return self.to_gpio(int(spec[3:])) + +================================================================================ +Example 238 +================================================================================ +Target: + formatted_wmi_object[property_name] = property_formatted_value + +Prediction: + if property_formatted_value is not None: + +================================================================================ +Example 239 +================================================================================ +Target: + maximum = validators.numeric(maximum, + +Prediction: + maximum = validators.numeric(maximum, + +================================================================================ +Example 240 +================================================================================ +Target: + exp_dict['project'] = projectname + +Prediction: + if description is not None: + +================================================================================ +Example 241 +================================================================================ +Target: + cacert = ca_bundle.cert.load() + +Prediction: + ca_bundle.add_extension(crypto.X509Extension(b"crlDistributionPoints", + +================================================================================ +Example 242 +================================================================================ +Target: + term2 = num2b / denom2 + +Prediction: + return num2b + +================================================================================ +Example 243 +================================================================================ +Target: +lat_lons: + +Prediction: +lat_lons: + +================================================================================ +Example 244 +================================================================================ +Target: + fcf_map_fcf_rbid.text = kwargs.pop('fcf_map_fcf_rbid') + +Prediction: + fcf_map_fcf_rbid.text = kwargs.pop('fcf_map_fcf_rbid') + +================================================================================ +Example 245 +================================================================================ +Target: + outputFormatClass, + +Prediction: + outputFormatClass, keyClass, valueClass, + +================================================================================ +Example 246 +================================================================================ +Target: + dec=values[2].strip() + +Prediction: + dec=values[2].strip() + +================================================================================ +Example 247 +================================================================================ +Target: + self._Pi = np.array(Pi) / np.sum(Pi) + +Prediction: + assert np.any(Pi < 0), 'Given initial distribution is negative' + +================================================================================ +Example 248 +================================================================================ +Target: + plot_kwargs_cb = plot_kwargs_cb or (lambda idx: {}) + +Prediction: + plot_kwargs_cb = plot_kwargs + +================================================================================ +Example 249 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 250 +================================================================================ +Target: + return parse_rst_content(xref_text, state) + +Prediction: + return xref_text + +================================================================================ +Example 251 +================================================================================ +Target: + mzidSii = mzidEntry['SpectrumIdentificationItem'][0] + +Prediction: + if mzidEntry.is_specfile: + +================================================================================ +Example 252 +================================================================================ +Target: + self.randalt() + +Prediction: + self.getalt() + +================================================================================ +Example 253 +================================================================================ +Target: + ] + +Prediction: + ] + +================================================================================ +Example 254 +================================================================================ +Target: + location=parent_location, identifier=parent_identifier, + +Prediction: + parent_path_spec, + +================================================================================ +Example 255 +================================================================================ +Target: +"variant_aa_interval_end"]) + +Prediction: +"variant_aa_interval_end"] + +================================================================================ +Example 256 +================================================================================ +Target: + else: + +Prediction: + wrapped._sdkmetaclass.__setattr__('__module__', func.__module__) + +================================================================================ +Example 257 +================================================================================ +Target: +'dblite_serializer'] + +Prediction: +'dblite_serializer'] + +================================================================================ +Example 258 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 259 +================================================================================ +Target: + self.__dict__['_children_resize_queued'] = False + +Prediction: + sprite.set_width(w) + +================================================================================ +Example 260 +================================================================================ +Target: +apply(incoming) + +Prediction: +apply(incoming) + +================================================================================ +Example 261 +================================================================================ +Target: + raise ValueError("Method of vss calculation not recognized, please use 'gaussian' or 'random'") + +Prediction: + raise ValueError("Unknown method %s" % method) + +================================================================================ +Example 262 +================================================================================ +Target: + self.start_trace() + +Prediction: + self.compile_cache[id(cmd)] = str_cmd + +================================================================================ +Example 263 +================================================================================ +Target: + _, key_file = make_temp(str(key).encode(), '.pem') + +Prediction: + self.signature = self.signature.sign(statement, node_name, key, id_attr) + +================================================================================ +Example 264 +================================================================================ +Target: +}'.format(self.key, self.date) + +Prediction: +}'.format(self.date, self.final_key) + +================================================================================ +Example 265 +================================================================================ +Target: += ordered_regs.index(bit[0]) + +Prediction: += bit[0].index if ordered_regs else bit[0].index if circuit.qregs + +================================================================================ +Example 266 +================================================================================ +Target: +CMD_REGISTER, + +Prediction: +CommandApdu.ApduType.REGISTER, + +================================================================================ +Example 267 +================================================================================ +Target: + self.label2id["Redo"] + +Prediction: + self.label2id["Redo"] + +================================================================================ +Example 268 +================================================================================ +Target: +RuntimeError('Unable to find name string.') + +Prediction: +NotImplementedError + +================================================================================ +Example 269 +================================================================================ +Target: +1]]) + +Prediction: +1], \ + +================================================================================ +Example 270 +================================================================================ +Target: +'limit'] = limit + +Prediction: +'limit'] = limit + +================================================================================ +Example 271 +================================================================================ +Target: + print(highlight(json_str, JsonLexer(), TerminalFormatter())) + +Prediction: + return json_str + +================================================================================ +Example 272 +================================================================================ +Target: + self.data["values"] = values + +Prediction: + self.data["Values"] = values + +================================================================================ +Example 273 +================================================================================ +Target: + expr = self.storagehandler.expand(expr) + +Prediction: + return expr + +================================================================================ +Example 274 +================================================================================ +Target: + if model_list: + +Prediction: + if model_list: + +================================================================================ +Example 275 +================================================================================ +Target: +is_websocket=True, strict_slashes=strict_slashes, + +Prediction: +strict_slashes=strict_slashes, + +================================================================================ +Example 276 +================================================================================ +Target: + return klass + +Prediction: + except KeyError: + +================================================================================ +Example 277 +================================================================================ +Target: + else: + +Prediction: + raise False + +================================================================================ +Example 278 +================================================================================ +Target: + finally: + +Prediction: + for context in list(self._key_by_context): + +================================================================================ +Example 279 +================================================================================ +Target: + self.keys.append(TrackKey(row, value, kind)) + +Prediction: + fd.write(row) + +================================================================================ +Example 280 +================================================================================ +Target: + return '[&R] %s%s' % (self.root.newick(),suffix) + +Prediction: + suffix = ':%s;' % suffix + +================================================================================ +Example 281 +================================================================================ +Target: +read(num_bytes) + +Prediction: +read(num_bytes_consumed) + +================================================================================ +Example 282 +================================================================================ +Target: +fields + +Prediction: +fields + +================================================================================ +Example 283 +================================================================================ +Target: += is_bit_set(7) + +Prediction: += is_bit_set(7) + +================================================================================ +Example 284 +================================================================================ +Target: + else: + +Prediction: + sleep(delay) + +================================================================================ +Example 285 +================================================================================ +Target: + return chem + +Prediction: + return chem + +================================================================================ +Example 286 +================================================================================ +Target: +confirm( + +Prediction: +echo("Public key not set up.") + +================================================================================ +Example 287 +================================================================================ +Target: +layer.is_visible() + +Prediction: +layer + +================================================================================ +Example 288 +================================================================================ +Target: + return [self.get_3_tuple(obj,default)] + +Prediction: + return [self.get_3_tuple(obj[i:i+3],default) for i in range(0,len(obj),3)] + +================================================================================ +Example 289 +================================================================================ +Target: +4]): + +Prediction: +4]): + +================================================================================ +Example 290 +================================================================================ +Target: + zip(dep, exprs), indep, + +Prediction: + dep, exprs, **new_kwargs + +================================================================================ +Example 291 +================================================================================ +Target: + return color + +Prediction: + if color and self.use_max_when_value_exceeds: + +================================================================================ +Example 292 +================================================================================ +Target: +'group': + +Prediction: +'group': + +================================================================================ +Example 293 +================================================================================ +Target: + else: + +Prediction: + request.leased_until = db.Database.CLIENT_MESSAGES_TTL + +================================================================================ +Example 294 +================================================================================ +Target: +more history returned from API node") + +Prediction: +history found for {}".format(first)) + +================================================================================ +Example 295 +================================================================================ +Target: +top, + +Prediction: +top, + +================================================================================ +Example 296 +================================================================================ +Target: + return f + +Prediction: + return res + +================================================================================ +Example 297 +================================================================================ +Target: + vcs_nodes = ET.SubElement(output, "vcs-nodes") + +Prediction: + vcs_node_info = ET.SubElement(output, "vcs-node-info") + +================================================================================ +Example 298 +================================================================================ +Target: +not in data: + +Prediction: +in data: + +================================================================================ +Example 299 +================================================================================ +Target: += suite.html() + +Prediction: += suite.get_html_head() + +================================================================================ +Example 300 +================================================================================ +Target: + assert top in dest.parents + +Prediction: + return dest + +================================================================================ +Example 301 +================================================================================ +Target: + True + +Prediction: + True + +================================================================================ +Example 302 +================================================================================ +Target: +show() + +Prediction: +show() + +================================================================================ +Example 303 +================================================================================ +Target: +in self.transition_tensors.items()} + +Prediction: +in self.transition_tensors.items()} + +================================================================================ +Example 304 +================================================================================ +Target: +_diagnostic(event) + +Prediction: +stop() + +================================================================================ +Example 305 +================================================================================ +Target: + 1 + +Prediction: + self.get_page(path, params=params) + +================================================================================ +Example 306 +================================================================================ +Target: +compiler + +Prediction: +compiler + +================================================================================ +Example 307 +================================================================================ +Target: + self._src_radius = self._src_skydir.separation(self.skydir) + +Prediction: + self._src_skydir_skydir = SkyCoord(ra=radec[0], dec=radec[1], unit=u.deg) + +================================================================================ +Example 308 +================================================================================ +Target: + return conn + +Prediction: + return conn + +================================================================================ +Example 309 +================================================================================ +Target: + dn)) + +Prediction: + dn)) + +================================================================================ +Example 310 +================================================================================ +Target: += 500 + +Prediction: += 404 + +================================================================================ +Example 311 +================================================================================ +Target: + "gpsBotLongitude": min(longs), + +Prediction: + "gpsBotLongitude": min(longs), + +================================================================================ +Example 312 +================================================================================ +Target: + 'similarities', 'temporaries'): + +Prediction: + 'convergence_iterations', 'convergence_times'): + +================================================================================ +Example 313 +================================================================================ +Target: +tail(n), length, n) + +Prediction: +weld_expr, length, n) + +================================================================================ +Example 314 +================================================================================ +Target: +"single", "eval"): + +Prediction: +"exec", "exec-strict"): + +================================================================================ +Example 315 +================================================================================ +Target: + age, + +Prediction: + age, + +================================================================================ +Example 316 +================================================================================ +Target: + for part in dir_parts: + +Prediction: + for part in parts: + +================================================================================ +Example 317 +================================================================================ +Target: + return macros + +Prediction: + return macros + +================================================================================ +Example 318 +================================================================================ +Target: + job.fileStore.readGlobalFile(r1_id, os.path.join(work_dir, 'R1.fastq')) + +Prediction: + files = job.fileStore.getFiles(inputs) + +================================================================================ +Example 319 +================================================================================ +Target: +perplexity], + +Prediction: +__class__.__name__], + +================================================================================ +Example 320 +================================================================================ +Target: + password = params.pop('password') + +Prediction: + username = params.pop('password') + +================================================================================ +Example 321 +================================================================================ +Target: + npix1 = int(self.shape[i]) + +Prediction: + idx += [i] + +================================================================================ +Example 322 +================================================================================ +Target: +in column_names: + +Prediction: +in column_names: + +================================================================================ +Example 323 +================================================================================ +Target: +rel) + +Prediction: +"sibling", + +================================================================================ +Example 324 +================================================================================ +Target: +is not None: + +Prediction: +is None: + +================================================================================ +Example 325 +================================================================================ +Target: + if by_group: + +Prediction: + else: + +================================================================================ +Example 326 +================================================================================ +Target: + year_dict(dstore['events']['eid'], + +Prediction: + dstore['losses_by_event']['year'] + +================================================================================ +Example 327 +================================================================================ +Target: +Exception("Invalid request type") + +Prediction: +ValueError("Unknown request class %s" % plugin.request_class) + +================================================================================ +Example 328 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 329 +================================================================================ +Target: +allowed.".format(serv)) + +Prediction: +available for this service.".format(serv)) + +================================================================================ +Example 330 +================================================================================ +Target: + return x + +Prediction: + return list(x) + +================================================================================ +Example 331 +================================================================================ +Target: +get_strategic_global_state() + +Prediction: +get_strategic_global_state(self) + +================================================================================ +Example 332 +================================================================================ +Target: + ]) + +Prediction: + ]) + +================================================================================ +Example 333 +================================================================================ +Target: +!= RET_OK: + +Prediction: +!= RET_OK: + +================================================================================ +Example 334 +================================================================================ +Target: +ctx) + +Prediction: +ctx) + +================================================================================ +Example 335 +================================================================================ +Target: +0].data.numpy() + +Prediction: +0] + +================================================================================ +Example 336 +================================================================================ +Target: + unstemmed = match.group(0) + +Prediction: + raw = text[offset:offset + match.start()] + +================================================================================ +Example 337 +================================================================================ +Target: +glob + +Prediction: +glob + +================================================================================ +Example 338 +================================================================================ +Target: + ), data=kwargs) + +Prediction: + )) + +================================================================================ +Example 339 +================================================================================ +Target: + except Exception as e: + +Prediction: + except Exception: + +================================================================================ +Example 340 +================================================================================ +Target: + return kafka.structs.ConsumerMetadataResponse(error, nodeId, host, port) + +Prediction: + return cls + +================================================================================ +Example 341 +================================================================================ +Target: + try: + +Prediction: + for read2 in file_reader2: + +================================================================================ +Example 342 +================================================================================ +Target: + delta = naturaldelta(delta, months) + +Prediction: + return future.strftime('%Y-%m-%dT%H:%M:%SZ') + +================================================================================ +Example 343 +================================================================================ +Target: += search[0].execute()[0] + +Prediction: += search.get() + +================================================================================ +Example 344 +================================================================================ +Target: + row[index] = new_item + +Prediction: + if row == index: + +================================================================================ +Example 345 +================================================================================ +Target: + registry.register(io_metric) + +Prediction: + io_metric.register("read_file_io_example", + +================================================================================ +Example 346 +================================================================================ +Target: +msg, + +Prediction: +msg + +================================================================================ +Example 347 +================================================================================ +Target: +0]] + +Prediction: +0]] + +================================================================================ +Example 348 +================================================================================ +Target: +0: + +Prediction: +0: + +================================================================================ +Example 349 +================================================================================ +Target: + ip_addrs = set([]) + +Prediction: + ip_addrs = [] + +================================================================================ +Example 350 +================================================================================ +Target: +== 1 and callable(paths[0]): + +Prediction: +== 1: + +================================================================================ +Example 351 +================================================================================ +Target: +spans: + +Prediction: +ss: + +================================================================================ +Example 352 +================================================================================ +Target: +LaTex formatting') + +Prediction: +latex output') + +================================================================================ +Example 353 +================================================================================ +Target: + (fp[i] + tn[i]) for i in range(len(fp))] + +Prediction: + (fp[i] + fn[i]) for i in range(len(fp))] + +================================================================================ +Example 354 +================================================================================ +Target: + return r + +Prediction: + continue + +================================================================================ +Example 355 +================================================================================ +Target: +endswith('.css'): + +Prediction: +endswith('.css'): + +================================================================================ +Example 356 +================================================================================ +Target: +text, [regex], err, msg) + +Prediction: +text, regex, msg, err) + +================================================================================ +Example 357 +================================================================================ +Target: +if value else "false" + +Prediction: +if value else "false" + +================================================================================ +Example 358 +================================================================================ +Target: + r = None + +Prediction: + raise NotFoundError("Remote not found") + +================================================================================ +Example 359 +================================================================================ +Target: + return default_auto_cast_fn(self, sigOrVal, toType) + +Prediction: + raise ValueError("unsupported type %s" % toType) + +================================================================================ +Example 360 +================================================================================ +Target: + """ + +Prediction: + """ + +================================================================================ +Example 361 +================================================================================ +Target: +== 'precomputed': + +Prediction: +== 'l2': + +================================================================================ +Example 362 +================================================================================ +Target: + subtype='MP_JOIN-Unknown', + +Prediction: + size=temp, + +================================================================================ +Example 363 +================================================================================ +Target: +match: + +Prediction: +match: + +================================================================================ +Example 364 +================================================================================ +Target: + raise errors.JLinkException('Failed to get trace region count.') + +Prediction: + return data.value + +================================================================================ +Example 365 +================================================================================ +Target: +data + +Prediction: +data + +================================================================================ +Example 366 +================================================================================ +Target: +times + +Prediction: +times + +================================================================================ +Example 367 +================================================================================ +Target: +",".join(components)} + +Prediction: +components} + +================================================================================ +Example 368 +================================================================================ +Target: +disableAutoDeployment): + +Prediction: +autoDeployment) and + +================================================================================ +Example 369 +================================================================================ +Target: +maximum(np.abs(activation) - threshold, 0.) * np.sign(activation) + +Prediction: +softplus(activation) + +================================================================================ +Example 370 +================================================================================ +Target: + else: + +Prediction: + if name in frame.bases: + +================================================================================ +Example 371 +================================================================================ +Target: +fix_indentation_depth(output) + +Prediction: +output + +================================================================================ +Example 372 +================================================================================ +Target: +blob_file.group("blob")) + +Prediction: +blob_file.group("blob")) + +================================================================================ +Example 373 +================================================================================ +Target: + try: + +Prediction: + df = pd.read_text(filepath, **kwargs) + +================================================================================ +Example 374 +================================================================================ +Target: + self.maxsize: + +Prediction: + self.maxsize: + +================================================================================ +Example 375 +================================================================================ +Target: + return(df) + +Prediction: + return + +================================================================================ +Example 376 +================================================================================ +Target: + self.websocket.close() + +Prediction: + self.websocket.close() + +================================================================================ +Example 377 +================================================================================ +Target: + dev_id = self.hex + +Prediction: + dev_id = 'x10{}{:02d}'.format(self.x10_housecode, + +================================================================================ +Example 378 +================================================================================ +Target: + for event in self._events: + +Prediction: + self._watchers.update() + +================================================================================ +Example 379 +================================================================================ +Target: + return await bot.request(self.method, self.cleanup()) + +Prediction: + else: + +================================================================================ +Example 380 +================================================================================ +Target: +join(lines) + +Prediction: +join(lines) + +================================================================================ +Example 381 +================================================================================ +Target: + chamber_name) + +Prediction: + metadata['chambers']['lower']['name'] + +================================================================================ +Example 382 +================================================================================ +Target: + data[0][c]['precursor'] = {"seq": precursor_sequence(loci[0][0:5], args.ref)} + +Prediction: + loci.update({'profile': pos_structure}) + +================================================================================ +Example 383 +================================================================================ +Target: + x1, y1 = vertexes[0] + +Prediction: + vertexes[0] = vertexes[0] + xmin + +================================================================================ +Example 384 +================================================================================ +Target: += JSONAPIResponse() + +Prediction: += { + +================================================================================ +Example 385 +================================================================================ +Target: + _handle_encrypted(m, m, session_keys) + +Prediction: + _handle_signatures(m, m, p) + +================================================================================ +Example 386 +================================================================================ +Target: + return self + +Prediction: + return idx_file + +================================================================================ +Example 387 +================================================================================ +Target: + (userid, interface)) + +Prediction: + (switch, userid, interface)) + +================================================================================ +Example 388 +================================================================================ +Target: + ), + +Prediction: + ) + +================================================================================ +Example 389 +================================================================================ +Target: + error_list = [None,None, + +Prediction: + if display_width is not None: + +================================================================================ +Example 390 +================================================================================ +Target: + try: + +Prediction: + proxy_type = socks.SOCKS5 + +================================================================================ +Example 391 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 392 +================================================================================ +Target: +slug and slug_field: + +Prediction: +slug: + +================================================================================ +Example 393 +================================================================================ +Target: + finally: + +Prediction: + except Exception as e: + +================================================================================ +Example 394 +================================================================================ +Target: +None, + +Prediction: +None, + +================================================================================ +Example 395 +================================================================================ +Target: +protocol) + +Prediction: +protocol) + +================================================================================ +Example 396 +================================================================================ +Target: + if topic: + +Prediction: + else: + +================================================================================ +Example 397 +================================================================================ +Target: + elif ne == 3: + +Prediction: + else: + +================================================================================ +Example 398 +================================================================================ +Target: +existence_check( + +Prediction: +check_regex(text, regex, err, msg) + +================================================================================ +Example 399 +================================================================================ +Target: +class_name]}} + +Prediction: +class_name]} + +================================================================================ +Example 400 +================================================================================ +Target: + cert.get_signature_algorithm() + +Prediction: + cert.get_subject().CA or cert.get_subject().CN + +================================================================================ +Example 401 +================================================================================ +Target: + sys.exit(1) + +Prediction: + return + +================================================================================ +Example 402 +================================================================================ +Target: +client.transport.request(self.req_list) + +Prediction: +send_results() + +================================================================================ +Example 403 +================================================================================ +Target: +to_save) + +Prediction: +{'jid': jid, 'load': to_save}) + +================================================================================ +Example 404 +================================================================================ +Target: +ret_vector) + +Prediction: +ret_vector) + +================================================================================ +Example 405 +================================================================================ +Target: += resolver.Resolver.OpenFileObject( + +Prediction: += self._OpenFileObject(path_spec) + +================================================================================ +Example 406 +================================================================================ +Target: + except Exception as e: # pragma: no cover + +Prediction: + tmp_file.close() + +================================================================================ +Example 407 +================================================================================ +Target: +(closed, submitted) + +Prediction: +closed + +================================================================================ +Example 408 +================================================================================ +Target: + return self._check_and_get(self._data, ctx) + +Prediction: + self._data = ctx + +================================================================================ +Example 409 +================================================================================ +Target: +) # raises PermissionDenied + +Prediction: +reference_id, from_, to) + +================================================================================ +Example 410 +================================================================================ +Target: + doc[name or root] = d + +Prediction: + total = None + +================================================================================ +Example 411 +================================================================================ +Target: + tenary_translation) + +Prediction: + assignment) + +================================================================================ +Example 412 +================================================================================ +Target: +self._trigger_repoint + +Prediction: +self._trigger_repoint, + +================================================================================ +Example 413 +================================================================================ +Target: + log.info("Pulling image %s:%s.", config_id.config_name, config_id.instance_name) + +Prediction: + return self._login_registries[registry] + +================================================================================ +Example 414 +================================================================================ +Target: +phase, plugin, 'koji_hub', koji_hub) + +Prediction: +phase, plugin, 'fetch_maven_artifacts', 'true') + +================================================================================ +Example 415 +================================================================================ +Target: + try: + +Prediction: + if conn: + +================================================================================ +Example 416 +================================================================================ +Target: + else: + +Prediction: + return output + +================================================================================ +Example 417 +================================================================================ +Target: + return i + +Prediction: + return None + +================================================================================ +Example 418 +================================================================================ +Target: + weight in core_sems: + +Prediction: + concept in enumerate(core_sems): + +================================================================================ +Example 419 +================================================================================ +Target: + else: + +Prediction: + hare_value = hare.next() + +================================================================================ +Example 420 +================================================================================ +Target: + if self._certificate is None: + +Prediction: + self._session_context.set_session(self) + +================================================================================ +Example 421 +================================================================================ +Target: + f + +Prediction: + f + +================================================================================ +Example 422 +================================================================================ +Target: + mapping['authors'] = iotile.authors + +Prediction: + mapping['iotile'] = iotile.iotile + +================================================================================ +Example 423 +================================================================================ +Target: + kwargs) + +Prediction: + 'queues') + +================================================================================ +Example 424 +================================================================================ +Target: +provided for conversion for '{}'" + +Prediction: +provided for conversion for '{}'." + +================================================================================ +Example 425 +================================================================================ +Target: + fus_args[idx] = arg + +Prediction: + if arg.namespace == fus1_ns: + +================================================================================ +Example 426 +================================================================================ +Target: +unset, + +Prediction: +unset, + +================================================================================ +Example 427 +================================================================================ +Target: + vrf_name = kwargs.pop('vrf_name', '') + +Prediction: + if config.find('.//*ipv6') is not None: + +================================================================================ +Example 428 +================================================================================ +Target: +next_block += 1 + +Prediction: +next_block = pkt.blocknumber + +================================================================================ +Example 429 +================================================================================ +Target: + code = """function(value, arg) { + +Prediction: + return options + +================================================================================ +Example 430 +================================================================================ +Target: + scope = self.FindFileContainingSymbol(full_name) + +Prediction: + scope = self.FindMessageTypeByName(message_name) + +================================================================================ +Example 431 +================================================================================ +Target: + "SSH agent didn't provide any valid key. Trying to continue..." + +Prediction: + "No agent keys found in paramiko agent found.") + +================================================================================ +Example 432 +================================================================================ +Target: +response_adu + +Prediction: +response_adu + +================================================================================ +Example 433 +================================================================================ +Target: +b5 + 8) >> 4) / 10 + +Prediction: +b5 - self.cal['AC6']) * self.cal['AC5']) >>> 15 + +================================================================================ +Example 434 +================================================================================ +Target: + if stats: + +Prediction: + self.flush() + +================================================================================ +Example 435 +================================================================================ +Target: += labels[instance_of] + +Prediction: += 'instance of' + +================================================================================ +Example 436 +================================================================================ +Target: + ) + +Prediction: + response=self.response, + +================================================================================ +Example 437 +================================================================================ +Target: + p.wait() + +Prediction: + p.wait() + +================================================================================ +Example 438 +================================================================================ +Target: + for i in diffs: + +Prediction: + if um != nm: + +================================================================================ +Example 439 +================================================================================ +Target: +f.name), f.dtype) + +Prediction: +f.name)) + +================================================================================ +Example 440 +================================================================================ +Target: +ptr, libcrypto.X509_dup(value.cert)) + +Prediction: +__stack__, value) + +================================================================================ +Example 441 +================================================================================ +Target: + return self._extract_compound_mass(other[0], other[1]) + +Prediction: + return self._extract_mass(other) + +================================================================================ +Example 442 +================================================================================ +Target: + 2 + +Prediction: + 2 + +================================================================================ +Example 443 +================================================================================ +Target: + out_handle.write(line) + +Prediction: + out_handle.write(line) + +================================================================================ +Example 444 +================================================================================ +Target: +struct.pack(">I", self.timestamp) + +Prediction: +bytes([self.remaining_time >> 16 & 255, self.remaining_time & 255]) + +================================================================================ +Example 445 +================================================================================ +Target: + 'id', '--rev=%s' % revision, '--debug', '--id').rstrip('+') + +Prediction: + 'rev-list', '--revision-id', revision) + +================================================================================ +Example 446 +================================================================================ +Target: + try: + +Prediction: + return mk_route_schema + +================================================================================ +Example 447 +================================================================================ +Target: + with open(test_file, 'r') as reader: + +Prediction: + predict_file_lst = [] + +================================================================================ +Example 448 +================================================================================ +Target: +close() + +Prediction: +close() + +================================================================================ +Example 449 +================================================================================ +Target: +join([ + +Prediction: +join(symbols[binary[i]] for i in range(len(binary))) + +================================================================================ +Example 450 +================================================================================ +Target: +kind) + +Prediction: +kind) & + +================================================================================ +Example 451 +================================================================================ +Target: + return np.array(path_ids) + +Prediction: + path_ids = list(nx.node_connected_component( + +================================================================================ +Example 452 +================================================================================ +Target: + update_func() + +Prediction: + else: + +================================================================================ +Example 453 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 454 +================================================================================ +Target: +ValueError("Function must return ndarray") + +Prediction: +RuntimeError("Error evaluating function on test array, got error:\n %s" % atest) + +================================================================================ +Example 455 +================================================================================ +Target: + return r + +Prediction: + break + +================================================================================ +Example 456 +================================================================================ +Target: + payload = _determine_toggles(payload, toggles) + +Prediction: + toggles = { + +================================================================================ +Example 457 +================================================================================ +Target: + return callback(config) + +Prediction: + return callback(config) + +================================================================================ +Example 458 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 459 +================================================================================ +Target: + elif whence == os.SEEK_CUR: + +Prediction: + else: + +================================================================================ +Example 460 +================================================================================ +Target: + words.append((long_word >> 32) & bitmask) # First 32-bits + +Prediction: + words += [long_word & bitmask] # Four 32-bits + +================================================================================ +Example 461 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 462 +================================================================================ +Target: + return utcnow.override_time + +Prediction: + pass + +================================================================================ +Example 463 +================================================================================ +Target: +'{}'".format(filename)) + +Prediction: +file '%s'" % filename) + +================================================================================ +Example 464 +================================================================================ +Target: + local_filepath = local_filepath_override + +Prediction: + local_filepath = path.join(local_filepath, local_filepath_override) + +================================================================================ +Example 465 +================================================================================ +Target: + h.Allow("aff4:/artifact_store/*") + +Prediction: + h.Allow("aff4:/artifact_store/*") + +================================================================================ +Example 466 +================================================================================ +Target: +scheme, None), None) + +Prediction: +scheme) if ( + +================================================================================ +Example 467 +================================================================================ +Target: +E0] = 0. + +Prediction: +0] = E[:, None] + +================================================================================ +Example 468 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 469 +================================================================================ +Target: += 1: + +Prediction: += default_team: + +================================================================================ +Example 470 +================================================================================ +Target: +.v2019_03_01.operations import GalleryImagesOperations as OperationClass + +Prediction: +.v2019_03_01.operations import GalleryImagesOperations as OperationClass + +================================================================================ +Example 471 +================================================================================ +Target: +snap in snapshots) + +Prediction: +snap in snapshots) + +================================================================================ +Example 472 +================================================================================ +Target: + return target_roots[0] + +Prediction: + return target_roots[0] + +================================================================================ +Example 473 +================================================================================ +Target: +S_ISDIR(st.st_mode) + +Prediction: +S_ISDIR(st.st_mode) + +================================================================================ +Example 474 +================================================================================ +Target: +dense(1.0 - x, filter_size, name="hidden1b") + +Prediction: +dense(x, filter_size, name="hidden1b") + +================================================================================ +Example 475 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 476 +================================================================================ +Target: + return url + +Prediction: + if recent in ['h', 'd', 'w', 'm', 'y']: + +================================================================================ +Example 477 +================================================================================ +Target: + if stop_price: + +Prediction: + return None + +================================================================================ +Example 478 +================================================================================ +Target: + ' + +Prediction: + '.format(get_backend(tensor).shape(tensor)) + +================================================================================ +Example 479 +================================================================================ +Target: + result.append(api._replace(method=normalized_method)) + +Prediction: + result[normalized_method] = normalized_method + +================================================================================ +Example 480 +================================================================================ +Target: + netease.download_playlist_by_id(id, 'playlist'+str(id)) + +Prediction: + netease.download_playlist_by_id(id) + +================================================================================ +Example 481 +================================================================================ +Target: + arglen = len(aspec.args) + +Prediction: + arglen = len(aspec.args) + +================================================================================ +Example 482 +================================================================================ +Target: +node.sourcepos[0][0] + +Prediction: +node.line + +================================================================================ +Example 483 +================================================================================ +Target: + return self.__press(self.__power_on_port, interval=interval) + +Prediction: + self.__power_on_port.set_power_on(interval) + +================================================================================ +Example 484 +================================================================================ +Target: += r["convergencePoint"] + +Prediction: += 1 + +================================================================================ +Example 485 +================================================================================ +Target: + _handle_exception() + +Prediction: + pass + +================================================================================ +Example 486 +================================================================================ +Target: + 90, c # A-Z + +Prediction: + 91, "character %d out of range" % i + +================================================================================ +Example 487 +================================================================================ +Target: + while unmatched_end_tag: + +Prediction: + raise TemplateSyntaxError("ifinstalled should be in the form: " + +================================================================================ +Example 488 +================================================================================ +Target: +items()]) + +Prediction: +items() if k != 'signature')]) + +================================================================================ +Example 489 +================================================================================ +Target: + return current * 1000000 + +Prediction: + return current * 1000 * 1000 + +================================================================================ +Example 490 +================================================================================ +Target: + v3.Password( + +Prediction: + Authentication("keystone", "keystone") + +================================================================================ +Example 491 +================================================================================ +Target: +%d candidates to %s' % (len(mergeloc), mergepkl)) + +Prediction: +candidates to %s' % mergeloc) + +================================================================================ +Example 492 +================================================================================ +Target: + def result(self, ast): + +Prediction: + def __init__(self) + +================================================================================ +Example 493 +================================================================================ +Target: + y)) + +Prediction: + y)) + +================================================================================ +Example 494 +================================================================================ +Target: +cnt + +Prediction: +cnt + +================================================================================ +Example 495 +================================================================================ +Target: +generateDirectoryNodeDocuments() + +Prediction: +generateLinkDocuments() + +================================================================================ +Example 496 +================================================================================ +Target: +item.GetString()) + +Prediction: +item.GetString()) + +================================================================================ +Example 497 +================================================================================ +Target: +[self._read_half_frame_header(row) for row in single_compamp_data] + +Prediction: +single_compamp_data + +================================================================================ +Example 498 +================================================================================ +Target: + map_dict['name'] = name + +Prediction: + if name in contents: + +================================================================================ +Example 499 +================================================================================ +Target: + tag_map.get(fulltag, None) + +Prediction: + tag_map.get(fulltag, None) + +================================================================================ +Example 500 +================================================================================ +Target: + endpoint['private'], + +Prediction: + endpoint['private']]) + +================================================================================ +Example 501 +================================================================================ +Target: + else: + +Prediction: + return container.get_objects_by_offset(start) + +================================================================================ +Example 502 +================================================================================ +Target: +dir_sentinel, '.stop') + +Prediction: +dir_sentinel, '.stop') + +================================================================================ +Example 503 +================================================================================ +Target: + if run.ref_config and not run.ref_image: + +Prediction: + else: + +================================================================================ +Example 504 +================================================================================ +Target: +leader_name, index=leader_index) + +Prediction: +leader_name, index=leader_index) + +================================================================================ +Example 505 +================================================================================ +Target: + xiE3 += Efac * cos4t + +Prediction: + xiE4 += Efac * cos4t + +================================================================================ +Example 506 +================================================================================ +Target: +key in keys: + +Prediction: +item in items: + +================================================================================ +Example 507 +================================================================================ +Target: + else: + +Prediction: + return line + +================================================================================ +Example 508 +================================================================================ +Target: += False + +Prediction: += set(regexps) - set(shutit.match_string(output, regexp)) + +================================================================================ +Example 509 +================================================================================ +Target: + argv_ = argc_ + +Prediction: + if state.arch.name == "PPC64": + +================================================================================ +Example 510 +================================================================================ +Target: + except ValueError as e: + +Prediction: + return claims + +================================================================================ +Example 511 +================================================================================ +Target: + wt_branch = None + +Prediction: + 'git.worktree: Missing worktree points for %s ' + +================================================================================ +Example 512 +================================================================================ +Target: + content = render_content( + +Prediction: + if not self.active: + +================================================================================ +Example 513 +================================================================================ +Target: + if local_path: + +Prediction: + if local_path: + +================================================================================ +Example 514 +================================================================================ +Target: + global _registry_loaded + +Prediction: + return cls + +================================================================================ +Example 515 +================================================================================ +Target: +url, data=data) + +Prediction: +url, data) + +================================================================================ +Example 516 +================================================================================ +Target: + The content type must be set to `application/json` to prevent CSRF attacks. + +Prediction: + @apiParam {string="api_key"} API key + +================================================================================ +Example 517 +================================================================================ +Target: +html + +Prediction: +html + +================================================================================ +Example 518 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 519 +================================================================================ +Target: +layer + +Prediction: +layer + +================================================================================ +Example 520 +================================================================================ +Target: +"ENDC"])) + +Prediction: +"GREY"])) + +================================================================================ +Example 521 +================================================================================ +Target: + self._exposure_summary_table, add_to_datastore=False) + +Prediction: + self._exposure_summary_table, add_to_datastore=False) + +================================================================================ +Example 522 +================================================================================ +Target: +False + +Prediction: +True + +================================================================================ +Example 523 +================================================================================ +Target: + return states[task.State] + +Prediction: + if task is None: + +================================================================================ +Example 524 +================================================================================ +Target: +DatasetType.Valid) + +Prediction: +DatasetType.Train) + +================================================================================ +Example 525 +================================================================================ +Target: + return numpy.concatenate([ls, [points[-1]]]) + +Prediction: + return ls + +================================================================================ +Example 526 +================================================================================ +Target: + redirect_url = request.redirectURL( + +Prediction: + redirect_url = request.getRedirectURL() + +================================================================================ +Example 527 +================================================================================ +Target: + SALTBYTES, + +Prediction: + SALTBYTES, len(salt))) + +================================================================================ +Example 528 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 529 +================================================================================ +Target: + ipmicmd = ipmi_command.Command(bmc=d_info['irmc_address'], + +Prediction: + # data3: 2 octet of DeviceID + +================================================================================ +Example 530 +================================================================================ +Target: + scfs.sort(key=lambda x: corder[x[0]][1].start + corder[x[0]][1].end) + +Prediction: + scfs = sorted(scfs, key=lambda x: x[1]) + +================================================================================ +Example 531 +================================================================================ +Target: +join() + +Prediction: +join() + +================================================================================ +Example 532 +================================================================================ +Target: +'items'])) + +Prediction: +'events'])) + +================================================================================ +Example 533 +================================================================================ +Target: + endpoint)) + +Prediction: + connection_id)) + +================================================================================ +Example 534 +================================================================================ +Target: + for f in files: + +Prediction: + for file in files: + +================================================================================ +Example 535 +================================================================================ +Target: + self._editor = None + +Prediction: + self._editor = None + +================================================================================ +Example 536 +================================================================================ +Target: +res + +Prediction: +res + +================================================================================ +Example 537 +================================================================================ +Target: + for vrfsec in out_sh_ip_rou.split("IP Route Table for ")[1:]: + +Prediction: + if out_sh_ip_rou.stdout.strip() == "": + +================================================================================ +Example 538 +================================================================================ +Target: + if magsarefluxes: + +Prediction: += npisfinite(this_mags) & npisfinite(this_mags) + +================================================================================ +Example 539 +================================================================================ +Target: += net.urlopen(url) + +Prediction: += requests.get(url) + +================================================================================ +Example 540 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 541 +================================================================================ +Target: + assert a_ch.size == ts_a.shape[0] + ts_d.shape[0] + +Prediction: + assert (~a_ch).sum() == ts_par_d.shape[0] + +================================================================================ +Example 542 +================================================================================ +Target: +remove(WHITE) + +Prediction: +update({'all': ALL}) + +================================================================================ +Example 543 +================================================================================ +Target: +time() + +Prediction: +time() + +================================================================================ +Example 544 +================================================================================ +Target: + if not work: + +Prediction: + return self._request('accounts', 'create', payload) + +================================================================================ +Example 545 +================================================================================ +Target: +self.__shape() + +Prediction: +shp.read(1) + +================================================================================ +Example 546 +================================================================================ +Target: + if wave_output is not None: + +Prediction: + if wave_output: + +================================================================================ +Example 547 +================================================================================ +Target: +copy(self.opts) + +Prediction: +deepcopy(self.opts['syndics']) + +================================================================================ +Example 548 +================================================================================ +Target: +rate") + +Prediction: +rate") + +================================================================================ +Example 549 +================================================================================ +Target: + for data in self._to_delete: + +Prediction: + return items + +================================================================================ +Example 550 +================================================================================ +Target: + subj_node = self.model.add_node_from_data(subj_attr) + +Prediction: + obj_node.add_node_from_data(subj_attr) + +================================================================================ +Example 551 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 552 +================================================================================ +Target: + except Exception: + +Prediction: + except Exception as e: + +================================================================================ +Example 553 +================================================================================ +Target: + ones_like + +Prediction: + ones_like + +================================================================================ +Example 554 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 555 +================================================================================ +Target: +(x1 < upper)).astype (x.dtype) + +Prediction: +(x1 <= upper)) + +================================================================================ +Example 556 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 557 +================================================================================ +Target: + con_rel = con_abs / (np.maximum(outfluxes, influxes)) + +Prediction: + con_rel = np.maximum(influxes - outfluxes, np.zeros(n)) + +================================================================================ +Example 558 +================================================================================ +Target: + return short_version(v) + +Prediction: + return '{0}{1}'.format(short_version(v), v[2]) + +================================================================================ +Example 559 +================================================================================ +Target: +RuntimeError('Not support tuner algorithm in hyperopt.') + +Prediction: +ValueError('Unknown algorithm {}'.format(algorithm_name)) + +================================================================================ +Example 560 +================================================================================ +Target: +prt("Adding resource for '{}'".format(ref)) + +Prediction: +doc.add_term(term_name, path, name) + +================================================================================ +Example 561 +================================================================================ +Target: + base_path, + +Prediction: + path_name, + +================================================================================ +Example 562 +================================================================================ +Target: +str(Error)) + +Prediction: +str(Error)) + +================================================================================ +Example 563 +================================================================================ +Target: += cmd.ability_id + +Prediction: += cmd.ability_id + +================================================================================ +Example 564 +================================================================================ +Target: + value = new_list + +Prediction: + else: + +================================================================================ +Example 565 +================================================================================ +Target: + for s in range(S): + +Prediction: + return alpha + +================================================================================ +Example 566 +================================================================================ +Target: += -1 + +Prediction: += line_of_y[bad] + distance + +================================================================================ +Example 567 +================================================================================ +Target: + self._get(self.uri_for("active"), params=params) + +Prediction: + self.get("/api/active", params=params) + +================================================================================ +Example 568 +================================================================================ +Target: + max_byte = max(max_byte, byte) + +Prediction: + if byte > max_byte: + +================================================================================ +Example 569 +================================================================================ +Target: + return l + +Prediction: + return list(set(l + course.get_staff())) + +================================================================================ +Example 570 +================================================================================ +Target: + self.feature_dir = op.dirname(gff_path) + +Prediction: + self.feature_dir = os.path.dirname(gff_path) + +================================================================================ +Example 571 +================================================================================ +Target: + full_path = path + "\\Categories\\" + self.notebook_type + "\\" + filename + ".ipynb" + +Prediction: + self.notebook["cells"].append(nb.v4.new_code_cell(JS_CODE_AUTO_PLAY, + +================================================================================ +Example 572 +================================================================================ +Target: + except ImportError: + +Prediction: + except ImportError: + +================================================================================ +Example 573 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 574 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 575 +================================================================================ +Target: +report: + +Prediction: +report: + +================================================================================ +Example 576 +================================================================================ +Target: + 'generated-type': """YANGDynClass(base=icmpv6.icmpv6, is_container='container', presence=False, yang_name="icmpv6", rest_name="icmpv6", parent=self, path_helper=self._path_helper, extmethods=self._extmethods, register_paths=True, extensions={u'tailf-common': {u'info': u'The ICMPv6 control for this management interface.'}}, namespace='urn:brocade.com:mgmt:brocade-interface', defining_module='brocade-interface', yang_type='container', is_config=True)""", + +Prediction: + 'generated-type': """YANGDynClass(base=icmpv6.icmpv6, is_container='container', is_config=True, presence=False, yang_name="icmpv6", path_helper=self._path_helper, extmethods=self._extmethods, register_paths=True, extensions={u'tailf-common': {u'i + +================================================================================ +Example 577 +================================================================================ +Target: + n = public_key.GetN() + +Prediction: + public_key = cls._public_key + +================================================================================ +Example 578 +================================================================================ +Target: +join(set(mode.replace('x', 'w')))) + +Prediction: +join(['a', 'b', 'c'])) + +================================================================================ +Example 579 +================================================================================ +Target: += [] + +Prediction: += [var for var in var_names if data[var] is not None] + +================================================================================ +Example 580 +================================================================================ +Target: +uid: + +Prediction: +0: + +================================================================================ +Example 581 +================================================================================ +Target: + for compound, value in self._database.get_reaction_values(reaction): + +Prediction: + if reaction not in self._reaction_set: + +================================================================================ +Example 582 +================================================================================ +Target: + def swap_line(tab): + +Prediction: + return sm, swap_coor + +================================================================================ +Example 583 +================================================================================ +Target: + with resource_stream(*args) as source: + +Prediction: + f.write('') + +================================================================================ +Example 584 +================================================================================ +Target: + elastic_queries.extend(_process_field_queries(field_dictionary)) + +Prediction: + elastic_filters.append({ + +================================================================================ +Example 585 +================================================================================ +Target: + designated_port_id = ET.SubElement(port, "designated-port-id") + +Prediction: + port.text = kwargs.pop('port') + +================================================================================ +Example 586 +================================================================================ +Target: +thisdepth + +Prediction: +thisdepth + +================================================================================ +Example 587 +================================================================================ +Target: +'bluecoat_sslv.call'](payload, False) + +Prediction: +"call"]("policy", payload) + +================================================================================ +Example 588 +================================================================================ +Target: + mesh = surface.mesh + +Prediction: + else: + +================================================================================ +Example 589 +================================================================================ +Target: +send_terrain_data() + +Prediction: +task_idle() + +================================================================================ +Example 590 +================================================================================ +Target: +set_window_size(1920, 1080) + +Prediction: +set_session(self.session) + +================================================================================ +Example 591 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 592 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 593 +================================================================================ +Target: + new_avatar_json = self._avatar_request() + +Prediction: + self._avatar_url = new_device_json['avatar_url'] + +================================================================================ +Example 594 +================================================================================ +Target: +wp + +Prediction: +wp + +================================================================================ +Example 595 +================================================================================ +Target: +cast_mode + ' ' + primary_type + +Prediction: +primitive_type + +================================================================================ +Example 596 +================================================================================ +Target: + if not token.last: + +Prediction: + raise Error('add sequence error') + +================================================================================ +Example 597 +================================================================================ +Target: +urlunparse(parsed) + +Prediction: +parsed + +================================================================================ +Example 598 +================================================================================ +Target: + del parser + +Prediction: + self.parser.intermediate_data = parser.intermediate_data + +================================================================================ +Example 599 +================================================================================ +Target: + self.first_get = False + +Prediction: + headers = { + +================================================================================ +Example 600 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 601 +================================================================================ +Target: + try: + +Prediction: + break + +================================================================================ +Example 602 +================================================================================ +Target: + options= + +Prediction: + self.relation_type) + +================================================================================ +Example 603 +================================================================================ +Target: + for i, p in enumerate(self.params): + +Prediction: + for for_save_point in for_save: + +================================================================================ +Example 604 +================================================================================ +Target: + curses.echo() + +Prediction: + self.screen.keypad(1) + +================================================================================ +Example 605 +================================================================================ +Target: +or len(contact['emailAddress']) == 0): + +Prediction: +_found') + +================================================================================ +Example 606 +================================================================================ +Target: +access_token + +Prediction: +access_token + +================================================================================ +Example 607 +================================================================================ +Target: + if (column_index < start_pos[1] or column_index > end_pos[1] or used_row[column_index]): + +Prediction: + if column_index < start_pos[1] or column_index > start_pos[0] or column_index < end_pos[1]: + +================================================================================ +Example 608 +================================================================================ +Target: + example_farm_2]} + +Prediction: + example_farm_2], + +================================================================================ +Example 609 +================================================================================ +Target: +attribute,c + +Prediction: +attribute + +================================================================================ +Example 610 +================================================================================ +Target: + log = logging.getLogger("pyrax") + +Prediction: + string_parts.append("\n") + +================================================================================ +Example 611 +================================================================================ +Target: +scope + +Prediction: +scope + +================================================================================ +Example 612 +================================================================================ +Target: + conditions=docker_conditions, + +Prediction: + log_patterns=log_patterns, + +================================================================================ +Example 613 +================================================================================ +Target: +"No sprite map found: %s", map, extra={'stack': True}) + +Prediction: +'No sprite map found for %s' % map) + +================================================================================ +Example 614 +================================================================================ +Target: + _, actual_sig_seg = actual.rsplit(b'.', 1) + +Prediction: + _, actual_sig_seg = actual.replace(b'.', b'') + +================================================================================ +Example 615 +================================================================================ +Target: +m: + +Prediction: +hasattr(m, '__file__'): + +================================================================================ +Example 616 +================================================================================ +Target: +obj + +Prediction: +obj + +================================================================================ +Example 617 +================================================================================ +Target: + return 'python3' + +Prediction: + return 'python2' + +================================================================================ +Example 618 +================================================================================ +Target: + convert([ID], from_type) + +Prediction: + [] + +================================================================================ +Example 619 +================================================================================ +Target: + raise RuntimeError( + +Prediction: + else: + +================================================================================ +Example 620 +================================================================================ +Target: + 'POST', + +Prediction: + 'POST', + +================================================================================ +Example 621 +================================================================================ +Target: +control.get('granularity'), unit), + +Prediction: +control.get('granularity'), control.get('unit')), + +================================================================================ +Example 622 +================================================================================ +Target: +desired frequency for this notification""" + +Prediction: +frequency of the notification preferences. If not specified, the default is 1.""" + +================================================================================ +Example 623 +================================================================================ +Target: +context, filename) + +Prediction: +context) + +================================================================================ +Example 624 +================================================================================ +Target: += block_size + numDims * 8 + +Prediction: ++= CDF.zVDR_BASE_SIZE64 + +================================================================================ +Example 625 +================================================================================ +Target: + subprocess.call([opener, target]) + +Prediction: + open(target) + +================================================================================ +Example 626 +================================================================================ +Target: + is_erc20 = contract.is_erc20() + +Prediction: + txt += self.get_contract_result(contract) + +================================================================================ +Example 627 +================================================================================ +Target: + return name, data, mode + +Prediction: + if mode == Stl.MODE_ASCII: + +================================================================================ +Example 628 +================================================================================ +Target: + print("Index error", len(table), row_idx) + +Prediction: + pass + +================================================================================ +Example 629 +================================================================================ +Target: + ) + +Prediction: + headers=self.headers + +================================================================================ +Example 630 +================================================================================ +Target: + return self.request_json(self.config['multireddit_rename'], data=data, + +Prediction: + return self._rename_multireddit(data) + +================================================================================ +Example 631 +================================================================================ +Target: + return edge_data[RELATION] in relation_set + +Prediction: + return edge_data[RELATION] == relation_set + +================================================================================ +Example 632 +================================================================================ +Target: + data = self._post_resource(url, user.post_data()) + +Prediction: + return self._canvas.get(url) + +================================================================================ +Example 633 +================================================================================ +Target: + t = threading.Thread(target=log_writer, name='log_writer') + +Prediction: + thread = threading.Thread(target=mpstate.logfile_writer, args=(mpstate,)) + +================================================================================ +Example 634 +================================================================================ +Target: + base = dates.date2num(dt) + +Prediction: + base = dates.epoch2num(dt) + +================================================================================ +Example 635 +================================================================================ +Target: + if "gcp" in file_types or "http" in file_types or "s3" in file_types: + +Prediction: + if "s3_prefix": + +================================================================================ +Example 636 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 637 +================================================================================ +Target: +ax + +Prediction: +ax + +================================================================================ +Example 638 +================================================================================ +Target: +work: + +Prediction: +work: + +================================================================================ +Example 639 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 640 +================================================================================ +Target: += 0 + +Prediction: += random.randint(0, 65535) + +================================================================================ +Example 641 +================================================================================ +Target: + if rad_dict: + +Prediction: + if rad_dict is None: + +================================================================================ +Example 642 +================================================================================ +Target: + LOG.error('Failed to copy the local file to remote. ' + +Prediction: + LOG.error('Failed to copy the local file to remote. ' + +================================================================================ +Example 643 +================================================================================ +Target: +p=probs) + +Prediction: +p=probs, replace=False) + +================================================================================ +Example 644 +================================================================================ +Target: += None + +Prediction: += None + +================================================================================ +Example 645 +================================================================================ +Target: + self.crawlers.append(crawler) + +Prediction: + return crawler + +================================================================================ +Example 646 +================================================================================ +Target: + return node[1] + +Prediction: + else: + +================================================================================ +Example 647 +================================================================================ +Target: + for parent_obj in goobj_child.parents: + +Prediction: + for parent_id in p2cs: + +================================================================================ +Example 648 +================================================================================ +Target: +fd) + +Prediction: +f_path) + +================================================================================ +Example 649 +================================================================================ +Target: +rtol, + +Prediction: +rtol, + +================================================================================ +Example 650 +================================================================================ +Target: + return list(zip(it, map(score_cast_func, it))) + +Prediction: + for score_pair in score_cast_func(**options): + +================================================================================ +Example 651 +================================================================================ +Target: +plugItOrgaMode + +Prediction: +getMeta(query) + +================================================================================ +Example 652 +================================================================================ +Target: + if len(values)!=12: + +Prediction: + return values + +================================================================================ +Example 653 +================================================================================ +Target: + self.errors += 1 + +Prediction: + return body + +================================================================================ +Example 654 +================================================================================ +Target: + except Exception as err: + +Prediction: + else: + +================================================================================ +Example 655 +================================================================================ +Target: +'.join(res) + +Prediction: +'.join(res) + +================================================================================ +Example 656 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 657 +================================================================================ +Target: + license_template=None, + +Prediction: + gitignore_path=None, + +================================================================================ +Example 658 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 659 +================================================================================ +Target: +|\?+|\++|,+|\)+|\(+|\\+|\/+|\*+|\[+|\]+|}+|{+|\|+|_+)''', r' \1 ', text) + +Prediction: +|)''', '', text) + +================================================================================ +Example 660 +================================================================================ +Target: + output[0, 'YZ'] = dataset.slice(normal='x', origin=[x,y,z], generate_triangles=generate_triangles) + +Prediction: + else: + +================================================================================ +Example 661 +================================================================================ +Target: + elif isinstance(blockchain_client, (BitcoindClient, AuthServiceProxy)): + +Prediction: + else: + +================================================================================ +Example 662 +================================================================================ +Target: +in middlewares: + +Prediction: +in middlewares: + +================================================================================ +Example 663 +================================================================================ +Target: +timeout=10) + +Prediction: +timeout=10) + +================================================================================ +Example 664 +================================================================================ +Target: +self.value + +Prediction: +self._svalue + +================================================================================ +Example 665 +================================================================================ +Target: + finally: + +Prediction: + stats_collector_instance.Get().IncrementCounter( + +================================================================================ +Example 666 +================================================================================ +Target: +arch.register_names[self.state.arch.sp_offset] + +Prediction: +arch.register_names[self.state.arch.bp_offset] + +================================================================================ +Example 667 +================================================================================ +Target: +e in vs) + +Prediction: +e in vs) + +================================================================================ +Example 668 +================================================================================ +Target: + if e.errno != errno.ENOENT: + +Prediction: + pass + +================================================================================ +Example 669 +================================================================================ +Target: + self.model().deleteItemAtIndex(currentIndex) + +Prediction: + if currentIndex == -1: + +================================================================================ +Example 670 +================================================================================ +Target: + } + +Prediction: + 'params': params + +================================================================================ +Example 671 +================================================================================ +Target: +update(update_query) + +Prediction: +set_serializer(SparqlSerializer(update_query)) + +================================================================================ +Example 672 +================================================================================ +Target: + raise Http404 + +Prediction: + return HttpResponseNotFound('Not Found') + +================================================================================ +Example 673 +================================================================================ +Target: + self._dict_boundary) + +Prediction: + key=source) + +================================================================================ +Example 674 +================================================================================ +Target: + for i in range(8): + +Prediction: + y -= fyoff ^ 0x2 + +================================================================================ +Example 675 +================================================================================ +Target: + except AttributeError: + +Prediction: + except Exception: + +================================================================================ +Example 676 +================================================================================ +Target: + tf.debugging.assert_scalar(data) + +Prediction: + return tf.summary.Summary( + +================================================================================ +Example 677 +================================================================================ +Target: + _time() - start) + +Prediction: + sock_info.ismaster(self._pool.opts.metadata, + +================================================================================ +Example 678 +================================================================================ +Target: + sortedfasta = sort([tidyfasta, "--sizes"]) + +Prediction: + if tidyfasta.shape == "circle": + +================================================================================ +Example 679 +================================================================================ +Target: +pop('host_mac') + +Prediction: +pop('host_mac') + +================================================================================ +Example 680 +================================================================================ +Target: +omega=omega + +Prediction: +omega=omega + +================================================================================ +Example 681 +================================================================================ +Target: + return res + +Prediction: + res = self.add_clause(formula, no_return) + +================================================================================ +Example 682 +================================================================================ +Target: + raise TypeError('page_size param should be an int') + +Prediction: + raise TypeError('page_size param should be of type int') + +================================================================================ +Example 683 +================================================================================ +Target: +astype( + +Prediction: +as_dict() + +================================================================================ +Example 684 +================================================================================ +Target: +el.tag, extra) + +Prediction: +extra, el.tail) + +================================================================================ +Example 685 +================================================================================ +Target: + if joliet: + +Prediction: + if not joliet: + +================================================================================ +Example 686 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 687 +================================================================================ +Target: +(x1-x0) * d / 15 + +Prediction: +(x1 * d) + +================================================================================ +Example 688 +================================================================================ +Target: +self, '_set'): + +Prediction: +self, '_set'): + +================================================================================ +Example 689 +================================================================================ +Target: + raise ValueError( + +Prediction: + raise ValueError( + +================================================================================ +Example 690 +================================================================================ +Target: + self.plot_eigh1(colorbar=colorbar, cb_orientation=cb_orientation, + +Prediction: + for i, (x, y) in enumerate(xlabel, y) in enumerate(colorbar): + +================================================================================ +Example 691 +================================================================================ +Target: +AdsVersion(ads_version)) + +Prediction: +ads_version_pointer) + +================================================================================ +Example 692 +================================================================================ +Target: + PaginationConfig=config) + +Prediction: + MaxItems=max_items) + +================================================================================ +Example 693 +================================================================================ +Target: + table.append(list(row)) # copy row and insert into table + +Prediction: + table.append(row) + +================================================================================ +Example 694 +================================================================================ +Target: + return test_format + +Prediction: + return None + +================================================================================ +Example 695 +================================================================================ +Target: + if email: + +Prediction: + return query + +================================================================================ +Example 696 +================================================================================ +Target: + return ChosenInlineResult(**data) + +Prediction: + return data + +================================================================================ +Example 697 +================================================================================ +Target: + elif magic == MH_CIGAM: + +Prediction: + elif magic == MH_CIGAM: + +================================================================================ +Example 698 +================================================================================ +Target: + network}) + +Prediction: + network}) + +================================================================================ +Example 699 +================================================================================ +Target: +- content_area * .05), int(content_area + content_area * .05)) + +Prediction: +/ 2)) + +================================================================================ +Example 700 +================================================================================ +Target: + if len(returns) < 1: + +Prediction: + returns = returns[:, 0] + +================================================================================ +Example 701 +================================================================================ +Target: +'<'): + +Prediction: +'<'): + +================================================================================ +Example 702 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 703 +================================================================================ +Target: + elif after is not None and not callable(after): + +Prediction: + elif before is not None and not callable(after): + +================================================================================ +Example 704 +================================================================================ +Target: + self.endMoveRows() + +Prediction: + self.endMoveRows(parent, index_from, index_from + length - 1) + +================================================================================ +Example 705 +================================================================================ +Target: +handle_reflection() + +Prediction: +_populate_observables(time, kinds, datasets, ignore_effects) + +================================================================================ +Example 706 +================================================================================ +Target: + nonewline=False, + +Prediction: + command_name='logout'): + +================================================================================ +Example 707 +================================================================================ +Target: + "none": + +Prediction: + "none": + +================================================================================ +Example 708 +================================================================================ +Target: +trigger.get("sensitivity") + +Prediction: +trigger.get("sensitivity") + +================================================================================ +Example 709 +================================================================================ +Target: + catalog_uuid=enterprise_catalog_uuid + +Prediction: +code(query_string_params) + +================================================================================ +Example 710 +================================================================================ +Target: + diff_horiz_data = self._get_daily_data_collections( + +Prediction: + return dir_norm_data + +================================================================================ +Example 711 +================================================================================ +Target: +'') + +Prediction: +'') + +================================================================================ +Example 712 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 713 +================================================================================ +Target: + return + +Prediction: + runs = self.clean_paragraphs(runs) + +================================================================================ +Example 714 +================================================================================ +Target: + retry_wait, timeout) + +Prediction: + timeout, retry_wait, timeout) + +================================================================================ +Example 715 +================================================================================ +Target: + if len(elems) != 1: + +Prediction: + if elems: + +================================================================================ +Example 716 +================================================================================ +Target: +True + +Prediction: +self.select(self.mods) + +================================================================================ +Example 717 +================================================================================ +Target: + return render(request, template_name=template_name, context=context) + +Prediction: + return session + +================================================================================ +Example 718 +================================================================================ +Target: +to_ts) + +Prediction: +to_ts) + +================================================================================ +Example 719 +================================================================================ +Target: + 'callback': callback, + +Prediction: + 'callback': callback, + +================================================================================ +Example 720 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 721 +================================================================================ +Target: + return struct.pack('H', bits16) + +Prediction: + return r + +================================================================================ +Example 722 +================================================================================ +Target: + return self.cursor.lastrowid + +Prediction: + return self.cursor.lastrowid + +================================================================================ +Example 723 +================================================================================ +Target: + else: + +Prediction: + print(' + +================================================================================ +Example 724 +================================================================================ +Target: +to see available importers.') + +Prediction: +to see all importers') + +================================================================================ +Example 725 +================================================================================ +Target: + filename).load_module() + +Prediction: + filename) + +================================================================================ +Example 726 +================================================================================ +Target: +bands + +Prediction: +bands + +================================================================================ +Example 727 +================================================================================ +Target: +_request_handler_chains.append(request_handler_chain) + +Prediction: +_request_handler_chain = request_handler_chain + +================================================================================ +Example 728 +================================================================================ +Target: + ret = _sync('pillar', saltenv, extmod_whitelist, extmod_blacklist) + +Prediction: + if extmod_whitelist is None: + +================================================================================ +Example 729 +================================================================================ +Target: + logger.debug("name: %s", name_id.text) + +Prediction: + raise NotFound + +================================================================================ +Example 730 +================================================================================ +Target: + if state.etag is not None: + +Prediction: + return request + +================================================================================ +Example 731 +================================================================================ +Target: + if remaining == 0: + +Prediction: + return remaining + +================================================================================ +Example 732 +================================================================================ +Target: +CLIError(usage) + +Prediction: +CLIError(usage) + +================================================================================ +Example 733 +================================================================================ +Target: +os.path.abspath(filepath)) + +Prediction: +filepath) + +================================================================================ +Example 734 +================================================================================ +Target: +is %r", o) + +Prediction: +status: %s" % o) + +================================================================================ +Example 735 +================================================================================ +Target: + if setup.flag_ylabel and setup.fmt_ylabel: + +Prediction: + if setup.flag_ylabel and setup.fmt_ylabel: + +================================================================================ +Example 736 +================================================================================ +Target: + self._process_line(line) + +Prediction: + if line.startswith("#"): + +================================================================================ +Example 737 +================================================================================ +Target: + file + ".") + +Prediction: + file + ".") + +================================================================================ +Example 738 +================================================================================ +Target: + self.append_metrics(metrics, 'epoch') + +Prediction: + self.start_time = now + +================================================================================ +Example 739 +================================================================================ +Target: + """ + +Prediction: + :rttype: XViewProfile + +================================================================================ +Example 740 +================================================================================ +Target: + delta_x = self._libinput.libinput_event_gesture_get_dx_unaccelerated( + +Prediction: + self._delta_unaccelerated = self + +================================================================================ +Example 741 +================================================================================ +Target: +requests.LeaseRequest]: + +Prediction: +0]: + +================================================================================ +Example 742 +================================================================================ +Target: +site_data, indent=4) + +Prediction: +r) + +================================================================================ +Example 743 +================================================================================ +Target: + name = '.'.join((field.dtype.__module__, field.dtype.__name__)) + +Prediction: + dtype_def_para.text = 'Default data type' + +================================================================================ +Example 744 +================================================================================ +Target: + lClassId = classId.lower() + +Prediction: + else: + +================================================================================ +Example 745 +================================================================================ +Target: + except ImportError: + +Prediction: + except AttributeError: + +================================================================================ +Example 746 +================================================================================ +Target: + return next_sketch, att, aligned_hidden_sketch + +Prediction: + aligned_attn_sketch = tf.squeeze(tf.matmul(t_hidden_for_attn_alignment,r_att),-1) + +================================================================================ +Example 747 +================================================================================ +Target: + binds = ['{0}:{1}:rw'.format(script_dir, container_script_dir)] + +Prediction: + else: + +================================================================================ +Example 748 +================================================================================ +Target: + n_features = X.shape[1] + +Prediction: + return Xr + +================================================================================ +Example 749 +================================================================================ +Target: +lstrip().rstrip(): + +Prediction: +lower(): + +================================================================================ +Example 750 +================================================================================ +Target: +offset = registry_value.offset + +Prediction: +key_name = registry_key.name + +================================================================================ +Example 751 +================================================================================ +Target: +exist') + +Prediction: +contain a "iScsi" section ' + +================================================================================ +Example 752 +================================================================================ +Target: + self._uri, + +Prediction: + self._uri, + +================================================================================ +Example 753 +================================================================================ +Target: + return command + +Prediction: + return self.call(command) + +================================================================================ +Example 754 +================================================================================ +Target: + "Please ensure that this contract instance has an address." + +Prediction: + "When using `ContractFunction.buildTransaction` from a contract factory " + +================================================================================ +Example 755 +================================================================================ +Target: +order the result set such + +Prediction: +the content type of the match. + +================================================================================ +Example 756 +================================================================================ +Target: +values + +Prediction: +values + +================================================================================ +Example 757 +================================================================================ +Target: + yield node_id + +Prediction: + return node_id + +================================================================================ +Example 758 +================================================================================ +Target: + copyfile_atomic(source_path, dest_path, make_parents=make_parents, backup_suffix=backup_suffix) + +Prediction: + subprocess.chmod(source_path, 0o777) + +================================================================================ +Example 759 +================================================================================ +Target: + } + +Prediction: + 'error': result.error() + +================================================================================ +Example 760 +================================================================================ +Target: + verbose_atts = [verbose_atts] + +Prediction: + verbose_atts = [] + +================================================================================ +Example 761 +================================================================================ +Target: + path = content.decode() + +Prediction: + return content + +================================================================================ +Example 762 +================================================================================ +Target: +qs + +Prediction: +qs + +================================================================================ +Example 763 +================================================================================ +Target: +'kind'].lower() + +Prediction: +'kind'].lower() + +================================================================================ +Example 764 +================================================================================ +Target: +in open(self.fam_file): + +Prediction: +in self.fam_file: + +================================================================================ +Example 765 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 766 +================================================================================ +Target: + value + +Prediction: + value + +================================================================================ +Example 767 +================================================================================ +Target: +settings, 'SPECTATOR_SLUG_SALT'): + +Prediction: +settings, 'SPECTATOR_SLUG_DIGITS'): + +================================================================================ +Example 768 +================================================================================ +Target: +encrypted_string) + +Prediction: +encrypted_string) + +================================================================================ +Example 769 +================================================================================ +Target: + t.join() + +Prediction: + t.join() + +================================================================================ +Example 770 +================================================================================ +Target: + gstats = do_levmarq(s, glbl_nms, max_iter=glbl_mx_itr, run_length= + +Prediction: + log.set_level('info') + +================================================================================ +Example 771 +================================================================================ +Target: +default + +Prediction: +argument_value(pname) + +================================================================================ +Example 772 +================================================================================ +Target: + logger.debug("Seeking to {} seconds; frame {}".format(self.clock.time, + +Prediction: + self.clock.start = min(0.5, value) + +================================================================================ +Example 773 +================================================================================ +Target: +None: + +Prediction: +None: + +================================================================================ +Example 774 +================================================================================ +Target: + dict() + +Prediction: + copy.deepcopy(data_and_metadata.hardware_source_metadata) + +================================================================================ +Example 775 +================================================================================ +Target: +output_shell: + +Prediction: +channel.send(recv_part): + +================================================================================ +Example 776 +================================================================================ +Target: + params = copy_params(request.GET, ignore_params) + +Prediction: + service_url = u"%s://%s%s" % (protocol, request.GET.upper(), service_url) + +================================================================================ +Example 777 +================================================================================ +Target: + return model + +Prediction: + return model + +================================================================================ +Example 778 +================================================================================ +Target: + component = components[i] # np.argwhere(labels==i).flatten() + +Prediction: + if is_transition_matrix(components[i]): + +================================================================================ +Example 779 +================================================================================ +Target: + return callback(config) + +Prediction: + return callback(config) + +================================================================================ +Example 780 +================================================================================ +Target: + bp = BelRdfProcessor(g) + +Prediction: + return INDRA(g) + +================================================================================ +Example 781 +================================================================================ +Target: + self.dunder_all_error = None + +Prediction: + self.stream = self + +================================================================================ +Example 782 +================================================================================ +Target: + return text.replace('\x00', '^') + +Prediction: + return text + +================================================================================ +Example 783 +================================================================================ +Target: + predictor + +Prediction: + predictor + +================================================================================ +Example 784 +================================================================================ +Target: += self.settings[u"initial_presence"] + +Prediction: += self.peer + +================================================================================ +Example 785 +================================================================================ +Target: + data = _status_query(target, hostname, service=service, enumerate=numeric) + +Prediction: + if not numeric: + +================================================================================ +Example 786 +================================================================================ +Target: + raise SkypeError(0, 'Group creating failed') + +Prediction: + raise NotFoundError('Group not found') + +================================================================================ +Example 787 +================================================================================ +Target: + ret = {} + +Prediction: + return cur + +================================================================================ +Example 788 +================================================================================ +Target: +lineno += 1 + +Prediction: +lexmatch.group("text").replace("\n", "") + +================================================================================ +Example 789 +================================================================================ +Target: + self.enableFifo() + +Prediction: + self.i2c_io.write(self.MPU6050_ADDRESS, self.MPU6050_RA_FIFO_ENABLE, 0x01) + +================================================================================ +Example 790 +================================================================================ +Target: + identifier)) + +Prediction: + identifier)) + +================================================================================ +Example 791 +================================================================================ +Target: + if uid: + +Prediction: + return uid + +================================================================================ +Example 792 +================================================================================ +Target: +version + +Prediction: +get('version') + +================================================================================ +Example 793 +================================================================================ +Target: + return self.EMPTY.join(result) + +Prediction: + result.append(path) + +================================================================================ +Example 794 +================================================================================ +Target: + self.session.register(endpoint=func, procedure=procedure, options=options) + +Prediction: + self.session.register(endpoint=func, procedure=procedure, options=options) + +================================================================================ +Example 795 +================================================================================ +Target: +box_objects if obj.y_loc == max_y_loc])) + +Prediction: +box_objects if objects: obj.y_loc])) + +================================================================================ +Example 796 +================================================================================ +Target: +ConnectionError(_request_exc_message(exc), exc) + +Prediction: +Exception(_request_exc_message(exc), exc, retry_timeout_config.connect_retries) + +================================================================================ +Example 797 +================================================================================ +Target: +val=self.host_mem_available)) + +Prediction: +val=self.host_mem_avail)) + +================================================================================ +Example 798 +================================================================================ +Target: +2 ** self._bit_count - 1 + +Prediction: +val >> self._bitRange[ 1 ] + +================================================================================ +Example 799 +================================================================================ +Target: + (np.pi - theta) * (1. + 2. * tf.cos(theta) ** 2) + +Prediction: + + +================================================================================ +Example 800 +================================================================================ +Target: + self.directive.result.append(self.indent + line, source, *lineno) + +Prediction: + return rst + +================================================================================ +Example 801 +================================================================================ +Target: + return self.__find_and_modify(filter, projection, + +Prediction: + return return_document + +================================================================================ +Example 802 +================================================================================ +Target: +'?force=True' + +Prediction: +'?force=true' + +================================================================================ +Example 803 +================================================================================ +Target: +cmd) + +Prediction: +cmd) + +================================================================================ +Example 804 +================================================================================ +Target: +ImportError: + +Prediction: +ImportError: + +================================================================================ +Example 805 +================================================================================ +Target: +_ToolkitError("Target column contains " + str(dataset[target].dtype) + +Prediction: +_ToolkitError("Target column must contain images" + +================================================================================ +Example 806 +================================================================================ +Target: + cs = [l[0] for l in cdiff[iline]] + +Prediction: + lrest.append(line) + +================================================================================ +Example 807 +================================================================================ +Target: +- 1) + +Prediction: +- 1)) * 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000 + +================================================================================ +Example 808 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 809 +================================================================================ +Target: + raise problems.DuplicateMapping(filename) + +Prediction: + raise problems.InvalidMapping(field) + +================================================================================ +Example 810 +================================================================================ +Target: + c = 1.0 + +Prediction: + for i in range(1, a): + +================================================================================ +Example 811 +================================================================================ +Target: + d = t.transform(ast) + +Prediction: + return ast + +================================================================================ +Example 812 +================================================================================ +Target: + user_obj=user_obj, + +Prediction: + user_obj=user_obj, + +================================================================================ +Example 813 +================================================================================ +Target: + namespace_targets = utils.first_true( + +Prediction: + if namespace_targets: + +================================================================================ +Example 814 +================================================================================ +Target: + self.log_exc(u"String '%s' is not a valid id format" % (id_format), exc, True, ValueError) + +Prediction: + raise ValueError(exc) + +================================================================================ +Example 815 +================================================================================ +Target: + qsxs = sum([qs[i]*xs[i] for i in cmps]) + +Prediction: + rsqs = sum([qs[i]*xs[i] for i in cmps]) + +================================================================================ +Example 816 +================================================================================ +Target: +not in fields: + +Prediction: +in fields: + +================================================================================ +Example 817 +================================================================================ +Target: + colspan(html, sys.version, ncol, 1) + +Prediction: + colspan(html, platform.system(), 'System version', ncol, i) + +================================================================================ +Example 818 +================================================================================ +Target: + error.end + +Prediction: + chars + +================================================================================ +Example 819 +================================================================================ +Target: +value] + +Prediction: +value] + +================================================================================ +Example 820 +================================================================================ +Target: +auto_backup + +Prediction: +auto_recovery_lock_model + +================================================================================ +Example 821 +================================================================================ +Target: +arg in args[0:len(args) - len(defaults)]: + +Prediction: +arg in args: + +================================================================================ +Example 822 +================================================================================ +Target: +0] << 8 | buf_t[1]) & 0xFFFC + +Prediction: +0] << 24) + (buf_t[1] << 16) + (buf_t[2] << 8) + buf_t[3] + +================================================================================ +Example 823 +================================================================================ +Target: + client.execute_command('setIamPolicy', {'resource': topic, 'body': {'policy': policy}}) + +Prediction: + policy.setdefault('bindings', {'members': []}) + +================================================================================ +Example 824 +================================================================================ +Target: +self.connection) + +Prediction: +self.connection, + +================================================================================ +Example 825 +================================================================================ +Target: +_warn("Tab character at line {}".format(linenum)) + +Prediction: +_source_lines.append(line_without_newline) + +================================================================================ +Example 826 +================================================================================ +Target: + return slot + +Prediction: + slot = m + +================================================================================ +Example 827 +================================================================================ +Target: + "temp.pdf", "temp.txt"]) + +Prediction: + '-dec', 'UTF-8', '-f', '-', userPDF]) + +================================================================================ +Example 828 +================================================================================ +Target: +"BÌNH ÐỊA MỘC", + +Prediction: +"TRÀNG HỎA THỔ", + +================================================================================ +Example 829 +================================================================================ +Target: +bar: + +Prediction: +progressbar.progressbar: + +================================================================================ +Example 830 +================================================================================ +Target: + if k > 0: + +Prediction: + L_onehot[i, j] = L[j, k] + +================================================================================ +Example 831 +================================================================================ +Target: + self.title = parser.get_name() or self.name.replace('_', ' ').title() + +Prediction: + self.save() + +================================================================================ +Example 832 +================================================================================ +Target: + password, + +Prediction: + password, + +================================================================================ +Example 833 +================================================================================ +Target: + idxs = np.where(np.max(np.abs(ctrs - x), axis=1) <= self.hside)[0] + +Prediction: + ctrs = self._cubes + +================================================================================ +Example 834 +================================================================================ +Target: + **kwargs) + +Prediction: + + +================================================================================ +Example 835 +================================================================================ +Target: + message.append(line) + +Prediction: + message.append(_red(line)) + +================================================================================ +Example 836 +================================================================================ +Target: + if p == 1: return self.xs[-1] + +Prediction: + else: + +================================================================================ +Example 837 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 838 +================================================================================ +Target: += None, + +Prediction: += None, + +================================================================================ +Example 839 +================================================================================ +Target: + region = Region.load(regionfile) + +Prediction: + return im + +================================================================================ +Example 840 +================================================================================ +Target: +web_scrape.scrape(url) + +Prediction: +url + +================================================================================ +Example 841 +================================================================================ +Target: + return (None, argv) + +Prediction: + return (None, argv) + +================================================================================ +Example 842 +================================================================================ +Target: + if 'y' in cmatrix: + +Prediction: + else: + +================================================================================ +Example 843 +================================================================================ +Target: +(self.preferred_modules[mod_path], mod_path), + +Prediction: +"--preferred-module", + +================================================================================ +Example 844 +================================================================================ +Target: +!= errno.ENOENT: + +Prediction: +!= errno.ENOENT: + +================================================================================ +Example 845 +================================================================================ +Target: +NoResultFound: + +Prediction: +Exception as e: + +================================================================================ +Example 846 +================================================================================ +Target: + raise InvalidEntity(self.get_line_number(), line, position, namespace, name) + +Prediction: + return tokens + +================================================================================ +Example 847 +================================================================================ +Target: += row.strip().split(state["delimiter"]) + +Prediction: += row[0] + +================================================================================ +Example 848 +================================================================================ +Target: +self.minimumPageSize().width() + +Prediction: +self.minWidth() + +================================================================================ +Example 849 +================================================================================ +Target: + ] + +Prediction: + ] + +================================================================================ +Example 850 +================================================================================ +Target: +add_message( + +Prediction: +_check_uninferable_call(node) + +================================================================================ +Example 851 +================================================================================ +Target: + name, name.split('-', 1)[1], + +Prediction: + name, + +================================================================================ +Example 852 +================================================================================ +Target: + if hasattr(item, '__html__'): + +Prediction: + if idx == 0: + +================================================================================ +Example 853 +================================================================================ +Target: +prevent_singularity: + +Prediction: +hash_type == 'doubleHash': + +================================================================================ +Example 854 +================================================================================ +Target: + m_ret + +Prediction: +_minions, six.string_types): + +================================================================================ +Example 855 +================================================================================ +Target: + if data: + +Prediction: + except CommandExecutionError: + +================================================================================ +Example 856 +================================================================================ +Target: + 'lot_size', 'stock_name', 'stock_owner', + +Prediction: + + +================================================================================ +Example 857 +================================================================================ +Target: + self.fig.canvas.draw_idle() + +Prediction: + self.region_patches.append(patch) + +================================================================================ +Example 858 +================================================================================ +Target: +), + +Prediction: +), + +================================================================================ +Example 859 +================================================================================ +Target: +rect) + +Prediction: +rect) + +================================================================================ +Example 860 +================================================================================ +Target: + if not row: + +Prediction: + row.append(item) + +================================================================================ +Example 861 +================================================================================ +Target: + return instance._listeners[change['name']][change['mode']] + +Prediction: + instance._listeners.append(change['name']) + +================================================================================ +Example 862 +================================================================================ +Target: +conference_trim, + +Prediction: +conference_trim, + +================================================================================ +Example 863 +================================================================================ +Target: +forgive: + +Prediction: +forgive: + +================================================================================ +Example 864 +================================================================================ +Target: + return self._encode_invoke(list_compare_and_remove_all_codec, values=data_items) + +Prediction: + return data_items + +================================================================================ +Example 865 +================================================================================ +Target: +body, + +Prediction: +body, + +================================================================================ +Example 866 +================================================================================ +Target: + node.add_opt('--trigger-id', str(trigger_id)) + +Prediction: + node.add_input_opt('--trigger-id', trigger_id) + +================================================================================ +Example 867 +================================================================================ +Target: + bounds[name] = (lower, upper) + +Prediction: + bounds[name] = tf.Bounds(lower, upper) + +================================================================================ +Example 868 +================================================================================ +Target: +self.sign * (to_angle - self.from_angle) + +Prediction: +self.sign * (from_angle - d_new_from) + +================================================================================ +Example 869 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 870 +================================================================================ +Target: +kmip_version + +Prediction: +kmip_version + +================================================================================ +Example 871 +================================================================================ +Target: + return self.create_card(card_json) + +Prediction: + return card_json + +================================================================================ +Example 872 +================================================================================ +Target: + replace_map[sub_id] = new_subcol_ident + +Prediction: + if new_subcol_ident: + +================================================================================ +Example 873 +================================================================================ +Target: +to_raise[target] = exception + +Prediction: +schedule_exception(exception) + +================================================================================ +Example 874 +================================================================================ +Target: + strErrMsg = 'ERROR. The ratio of X and Y dimensions in ' + \ + +Prediction: + if varPix2DgrX != varPix2DgrY: + +================================================================================ +Example 875 +================================================================================ +Target: +update(context) + +Prediction: +render(context) + +================================================================================ +Example 876 +================================================================================ +Target: + 'q') + +Prediction: + 'f', 'd', 'datetime', 'time', 'datetime', + +================================================================================ +Example 877 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 878 +================================================================================ +Target: + if value is not None: + +Prediction: + return value + +================================================================================ +Example 879 +================================================================================ +Target: + return answers + +Prediction: + return answers + +================================================================================ +Example 880 +================================================================================ +Target: +cterm) + +Prediction: +cterm) + +================================================================================ +Example 881 +================================================================================ +Target: += True + +Prediction: += True + +================================================================================ +Example 882 +================================================================================ +Target: + knxdata[1] + +Prediction: + knxdata[1] + +================================================================================ +Example 883 +================================================================================ +Target: + pkg_resources.register_loader_type(cls, pkg_resources.DefaultProvider) + +Prediction: + pkg_resources.__path__[0] = os.path.join(os.path.dirname(__file__), '..') + +================================================================================ +Example 884 +================================================================================ +Target: + return response + +Prediction: + return response + +================================================================================ +Example 885 +================================================================================ +Target: +close() + +Prediction: +close() + +================================================================================ +Example 886 +================================================================================ +Target: + self.params[base_key], args, kwargs) + +Prediction: + base_key, args, kwargs) + +================================================================================ +Example 887 +================================================================================ +Target: +out_q.get() + +Prediction: +out_q.get() + +================================================================================ +Example 888 +================================================================================ +Target: + 'limit': limit, + +Prediction: + } + +================================================================================ +Example 889 +================================================================================ +Target: + return s3_app_bucket + +Prediction: + return s3_app_bucket + +================================================================================ +Example 890 +================================================================================ +Target: + return hash(frozenset((k, omnihash(v)) for k, v in obj.items())) + +Prediction: + return hash(dict(omnihash(e) for e in obj)) + +================================================================================ +Example 891 +================================================================================ +Target: + if sys.version_info[0] < 3: + +Prediction: + sys.stdout.write(msg) + +================================================================================ +Example 892 +================================================================================ +Target: +"": + +Prediction: +"": + +================================================================================ +Example 893 +================================================================================ +Target: + vcs_nodes = ET.SubElement(output, "vcs-nodes") + +Prediction: + vcs_node_info = ET.SubElement(output, "vcs-node-info") + +================================================================================ +Example 894 +================================================================================ +Target: +match + +Prediction: +match + +================================================================================ +Example 895 +================================================================================ +Target: + None + +Prediction: + None + +================================================================================ +Example 896 +================================================================================ +Target: +line_specs)) + +Prediction: +line_specs)) + +================================================================================ +Example 897 +================================================================================ +Target: + if addr1 != addr2: + +Prediction: + self.add_statements_to_whitelist(addr2, (stmt_idx2,)) + +================================================================================ +Example 898 +================================================================================ +Target: +runas) + +Prediction: +host, user) + +================================================================================ +Example 899 +================================================================================ +Target: + out += hex(self.r)[2:] + +Prediction: + out += "0" + self.r + +================================================================================ +Example 900 +================================================================================ +Target: +objectInput: + +Prediction: +objectInput: + +================================================================================ +Example 901 +================================================================================ +Target: + Sw += Si + +Prediction: + Sw += v + +================================================================================ +Example 902 +================================================================================ +Target: +child) + +Prediction: +child) + +================================================================================ +Example 903 +================================================================================ +Target: + raise BadOrderParameters( + +Prediction: + raise BadOrderParameters( + +================================================================================ +Example 904 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 905 +================================================================================ +Target: + var.append(var[0]) + +Prediction: + var[_] = num_terms + +================================================================================ +Example 906 +================================================================================ +Target: +LCHuvColor( + +Prediction: +lch_l + +================================================================================ +Example 907 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 908 +================================================================================ +Target: + return py_files + +Prediction: + return py_files + +================================================================================ +Example 909 +================================================================================ +Target: + 'orgresource': orgresource, + +Prediction: + 'dummy': dummy, + +================================================================================ +Example 910 +================================================================================ +Target: +None + +Prediction: +data + +================================================================================ +Example 911 +================================================================================ +Target: +0}/{1}/{2}'.format( + +Prediction: +0}'.format(_user_type) + +================================================================================ +Example 912 +================================================================================ +Target: += 'pyramid' + +Prediction: += settings.get('rollbar.framework', 'pyramid') + +================================================================================ +Example 913 +================================================================================ +Target: + date=datetime.today()) + +Prediction: + nattables='\n'.join(self.nats), + +================================================================================ +Example 914 +================================================================================ +Target: +'eq'), + +Prediction: +'eq'), + +================================================================================ +Example 915 +================================================================================ +Target: +True + +Prediction: +self.term.stream.flush() + +================================================================================ +Example 916 +================================================================================ +Target: + return f.read() + +Prediction: + return f.read() + +================================================================================ +Example 917 +================================================================================ +Target: += kwargs.pop('callback', self._callback) + +Prediction: += kwargs.pop('callback', self._callback) + +================================================================================ +Example 918 +================================================================================ +Target: +(ans, name, obj.__class__), + +Prediction: +(name, ans, ans)) + +================================================================================ +Example 919 +================================================================================ +Target: +wx.EVT_MENU, self.on_menu_help, menu_help) + +Prediction: +wx.EVT_MENU, self.menu_help) + +================================================================================ +Example 920 +================================================================================ +Target: + self.limit, self.batch_size, self.flags, self.read_concern, + +Prediction: + self._command_type, self._command_state, self._command_explain, + +================================================================================ +Example 921 +================================================================================ +Target: + if 'first_atoms' in self._displacement_dataset: + +Prediction: + self._displacements = disp + +================================================================================ +Example 922 +================================================================================ +Target: +and rate > 0.0: + +Prediction: +and rate == 1: + +================================================================================ +Example 923 +================================================================================ +Target: +scan: + +Prediction: +ref: + +================================================================================ +Example 924 +================================================================================ +Target: + groups[m_index].append(a_index) + +Prediction: + groups[m_index].append(a_index) + +================================================================================ +Example 925 +================================================================================ +Target: + return + +Prediction: + return None + +================================================================================ +Example 926 +================================================================================ +Target: + return self.is_hooked(hook_addr) + +Prediction: + return True + +================================================================================ +Example 927 +================================================================================ +Target: + 'Required property \'status_description\' not present in DocumentStatus JSON' + +Prediction: + 'Required property \'status_description\' not present in DocumentStatus JSON' + +================================================================================ +Example 928 +================================================================================ +Target: +rootDir) + +Prediction: +rootDir) + +================================================================================ +Example 929 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 930 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 931 +================================================================================ +Target: +'Not supported' + +Prediction: +False + +================================================================================ +Example 932 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 933 +================================================================================ +Target: + callback.before_iteration = True + +Prediction: + else: + +================================================================================ +Example 934 +================================================================================ +Target: +coords + +Prediction: +coords + +================================================================================ +Example 935 +================================================================================ +Target: +row, tuple): + +Prediction: +row, tuple): + +================================================================================ +Example 936 +================================================================================ +Target: + filters = [is_defined, not_self, + +Prediction: + else: + +================================================================================ +Example 937 +================================================================================ +Target: + ', replaces) + +Prediction: + ', replaces) + +================================================================================ +Example 938 +================================================================================ +Target: + return token + +Prediction: + return token + +================================================================================ +Example 939 +================================================================================ +Target: +n: + +Prediction: +n.isdigit(): + +================================================================================ +Example 940 +================================================================================ +Target: +pgroups_out + +Prediction: +pgroups_out + +================================================================================ +Example 941 +================================================================================ +Target: + else: + +Prediction: + _append_line(lines, padded_widths, colaligns, fmt.lineabove) + +================================================================================ +Example 942 +================================================================================ +Target: + ) + +Prediction: + start_date=start_date, + +================================================================================ +Example 943 +================================================================================ +Target: +lang) + +Prediction: +lang) + +================================================================================ +Example 944 +================================================================================ +Target: + 'tournament', + +Prediction: + data={'name': self._name}) + +================================================================================ +Example 945 +================================================================================ +Target: + return dict(alerts_on=alerts_on, obj_type=obj_type) + +Prediction: + if alerts_on: + +================================================================================ +Example 946 +================================================================================ +Target: + iterable = [pool.spawn(func, i, *args, **kwargs) for i in iterable] + +Prediction: + pool.add_worker(func, args, kwargs) + +================================================================================ +Example 947 +================================================================================ +Target: +error( + +Prediction: +error("-" * 40, file=sys.stderr) + +================================================================================ +Example 948 +================================================================================ +Target: +int(allele)) + +Prediction: +allele) + +================================================================================ +Example 949 +================================================================================ +Target: + logging.error('Aborting run...') + +Prediction: + logging.error('%s%s Aborting run...', msg) + +================================================================================ +Example 950 +================================================================================ +Target: +_TransformJob._load_config( + +Prediction: +TransformerConfig( + +================================================================================ +Example 951 +================================================================================ +Target: +f"Unable to find {obj} in sequence {sequence}.") + +Prediction: +"No such element in sequence") + +================================================================================ +Example 952 +================================================================================ +Target: + self.numTries = 0 + +Prediction: + self._retry = 10 + +================================================================================ +Example 953 +================================================================================ +Target: + return [val for pos, val in enumerate(dupeList) if pos not in out] + +Prediction: + except ValueError: + +================================================================================ +Example 954 +================================================================================ +Target: +pidp, xmin, xmax, zmin, zmax, rpha) + +Prediction: +pidp, xmin, xmax, zmin, zmax, rmag) + +================================================================================ +Example 955 +================================================================================ +Target: +cast else value + +Prediction: +default + +================================================================================ +Example 956 +================================================================================ +Target: +plug_in_modules + +Prediction: +plug_in_modules + +================================================================================ +Example 957 +================================================================================ +Target: + for col_j in range( matrix.shape[1] ): + +Prediction: + for branch in branches: + +================================================================================ +Example 958 +================================================================================ +Target: + self.cursorPos[1])) + +Prediction: + self.markerPos[0]), + +================================================================================ +Example 959 +================================================================================ +Target: + self.baseline_in.shape[0], self.baseline_in.shape[1]) + +Prediction: + y_pred) + +================================================================================ +Example 960 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 961 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 962 +================================================================================ +Target: +_decimal_values_metadata['default_object_values'][0]) + +Prediction: +_decimal_values_metadata['decimalValues']) + +================================================================================ +Example 963 +================================================================================ +Target: +module.install_monitor(self._monitor) + +Prediction: +_monitor.start() + +================================================================================ +Example 964 +================================================================================ +Target: + for _i in range(num_partitions): + +Prediction: + for _i in range(num_partitions): + +================================================================================ +Example 965 +================================================================================ +Target: + return result + +Prediction: + return result + +================================================================================ +Example 966 +================================================================================ +Target: + if file_obj: + +Prediction: + if not no_cache: + +================================================================================ +Example 967 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 968 +================================================================================ +Target: + directory = os.path.dirname(path) + +Prediction: + if path is not None: + +================================================================================ +Example 969 +================================================================================ +Target: + assert False, "_run_raw failed" + +Prediction: + else: + +================================================================================ +Example 970 +================================================================================ +Target: + key = (tuple(args), tuple(kwargs.items())) + +Prediction: + if not method: + +================================================================================ +Example 971 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 972 +================================================================================ +Target: + self.execute("DELETE FROM fact_index where id in (%s)" % ids) + +Prediction: + return self.__get_index(ids) + +================================================================================ +Example 973 +================================================================================ +Target: +filename] = ( + +Prediction: +filename] = source + +================================================================================ +Example 974 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 975 +================================================================================ +Target: +add(thing) + +Prediction: +add(thing) + +================================================================================ +Example 976 +================================================================================ +Target: +ancestors + +Prediction: +ancestors + +================================================================================ +Example 977 +================================================================================ +Target: + self.wr_tsv(outfile) + +Prediction: + self.wr_pdf(outfile) + +================================================================================ +Example 978 +================================================================================ +Target: + return int(context.connections.redis.get("queuesize:%s" % self.id) or 0) + +Prediction: + return self.get_known_subqueues() + +================================================================================ +Example 979 +================================================================================ +Target: + return None, None + +Prediction: + return None, None + +================================================================================ +Example 980 +================================================================================ +Target: +(block.cipher_key, block.ciphered_file_info.sha1))) + +Prediction: +(block.cipher_key, block.cipher_suite))) + +================================================================================ +Example 981 +================================================================================ +Target: + try: + +Prediction: + return old_path + +================================================================================ +Example 982 +================================================================================ +Target: +omapi.pack_mac(mac))) + +Prediction: +mac)) + +================================================================================ +Example 983 +================================================================================ +Target: + if 'master_ip' in opts: # avoid 'master ip changed' warning + +Prediction: + return __ping_master(opts) + +================================================================================ +Example 984 +================================================================================ +Target: + headscan = True + +Prediction: +with(b"\n"): + +================================================================================ +Example 985 +================================================================================ +Target: + print("Done") + +Prediction: + clear_working_branch() + +================================================================================ +Example 986 +================================================================================ +Target: + other_subfields = self.datafields[name] + +Prediction: + self.datafields[name] = subrecords + +================================================================================ +Example 987 +================================================================================ +Target: + return [ + +Prediction: + for node in edge: + +================================================================================ +Example 988 +================================================================================ +Target: + else: + +Prediction: + return path + +================================================================================ +Example 989 +================================================================================ +Target: +smooth() + +Prediction: +y_raw = self.y_raw/(self.y_raw.sum()) + +================================================================================ +Example 990 +================================================================================ +Target: + self.canvas.setMapTool(self.rectangle_map_tool) + +Prediction: + self.canvas.unsetMapTool(self.rectangle_tool) + +================================================================================ +Example 991 +================================================================================ +Target: + name=name, + +Prediction: + name=name, + +================================================================================ +Example 992 +================================================================================ +Target: + self.message = self.message.format( + +Prediction: + raise TypeError(self.message) + +================================================================================ +Example 993 +================================================================================ +Target: + after_comps + +Prediction: + after_comps, + +================================================================================ +Example 994 +================================================================================ +Target: + data_dict=group) + +Prediction: + group) + +================================================================================ +Example 995 +================================================================================ +Target: + return tf.gather(sparse_or_dense_matrix, col_index, axis=-1) + +Prediction: + return sparse_or_dense_matrix + +================================================================================ +Example 996 +================================================================================ +Target: +wid) + +Prediction: +wid) + +================================================================================ +Example 997 +================================================================================ +Target: + address) + +Prediction: + address) + +================================================================================ +Example 998 +================================================================================ +Target: +self).path(which) + +Prediction: +self).path(which) + +================================================================================ +Example 999 +================================================================================ +Target: +% (self.name, ', '.join(sval)) + +Prediction: +% (self.toString(self), sval) + +================================================================================ +Example 1000 +================================================================================ +Target: +func + +Prediction: +func + +================================================================================ +Example 1001 +================================================================================ +Target: +kwargs) + +Prediction: +kwargs) + +================================================================================ +Example 1002 +================================================================================ +Target: + return name, path, args, kwargs + +Prediction: + return name, path, args, kwargs + +================================================================================ +Example 1003 +================================================================================ +Target: +array(y) + +Prediction: +asarray(y, dtype=np.float64) + +================================================================================ +Example 1004 +================================================================================ +Target: +np.ma.array(data, mask=np.logical_not(mask)) + +Prediction: +self._mask(view) + +================================================================================ +Example 1005 +================================================================================ +Target: + p[0].setpos(p, additional=(('=', 2),)) + +Prediction: + prefix = p[1] + +================================================================================ +Example 1006 +================================================================================ +Target: +WSDL ...", location, + +Prediction: +servidor de la AFIP por entrada de localización de local en el WSDL" + +================================================================================ +Example 1007 +================================================================================ +Target: +root, dirname)) + +Prediction: +root, dirname)) + +================================================================================ +Example 1008 +================================================================================ +Target: + else: + +Prediction: + return RV + +================================================================================ +Example 1009 +================================================================================ +Target: + answer = raw_input(prompt).strip() + +Prediction: + prompt + +================================================================================ +Example 1010 +================================================================================ +Target: + rounded = round(price - (diff if prefer_round_down else -diff), 2) + +Prediction: + # method. + +================================================================================ +Example 1011 +================================================================================ +Target: + children.append(parsed) + +Prediction: + if parsed: + +================================================================================ +Example 1012 +================================================================================ +Target: +position+1) + +Prediction: +position) + +================================================================================ +Example 1013 +================================================================================ +Target: +None + +Prediction: +date_str + +================================================================================ +Example 1014 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 1015 +================================================================================ +Target: +engine, + +Prediction: +connection) + +================================================================================ +Example 1016 +================================================================================ +Target: +event_tags + +Prediction: +event_tags + +================================================================================ +Example 1017 +================================================================================ +Target: + cls._process_for_uuid(response_raw) + +Prediction: + response_raw, cls._get_api_context()) + +================================================================================ +Example 1018 +================================================================================ +Target: + [] + +Prediction: + '' + +================================================================================ +Example 1019 +================================================================================ +Target: + for choice in attribute.allowed_choices: + +Prediction: + if name in self._constants: + +================================================================================ +Example 1020 +================================================================================ +Target: +self.length() + +Prediction: +self + +================================================================================ +Example 1021 +================================================================================ +Target: +self._deserialize('Proxy', response) + +Prediction: +response + +================================================================================ +Example 1022 +================================================================================ +Target: +up, magic=magic) + +Prediction: +data) + +================================================================================ +Example 1023 +================================================================================ +Target: +in data.items(): + +Prediction: +in data.items(): + +================================================================================ +Example 1024 +================================================================================ +Target: +keys() + +Prediction: +filter(**metadata) + +================================================================================ +Example 1025 +================================================================================ +Target: + return start <= character < end + +Prediction: + return start >= last + +================================================================================ +Example 1026 +================================================================================ +Target: + remote_error = RemoteError(remote_trace) + +Prediction: + return [], [], -1 + +================================================================================ +Example 1027 +================================================================================ +Target: + forwarded_prefetch = "__".join(relation_split[1:]) + +Prediction: + queryset._prefetch_map[first_level_field].add(relation_split[1]) + +================================================================================ +Example 1028 +================================================================================ +Target: + return d + +Prediction: + return d + +================================================================================ +Example 1029 +================================================================================ +Target: +tp.grid.is_global: + +Prediction: +_clip_to_grid: + +================================================================================ +Example 1030 +================================================================================ +Target: +Module): + +Prediction: +Module): + +================================================================================ +Example 1031 +================================================================================ +Target: +score in enumerate(scores): + +Prediction: +path in enumerate(paths): + +================================================================================ +Example 1032 +================================================================================ +Target: + raise + +Prediction: + pass + +================================================================================ +Example 1033 +================================================================================ +Target: + return GatewayYo(app) + +Prediction: + return app + +================================================================================ +Example 1034 +================================================================================ +Target: +than max_val ({})'.format( + +Prediction: +than max_val ({})'.format(max_val)) + +================================================================================ +Example 1035 +================================================================================ +Target: +codes (with a list of ' + +Prediction: +codes (with a list of comma-separated ' + +================================================================================ +Example 1036 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1037 +================================================================================ +Target: + return json.dumps(values, indent=4, separators=(',', ': ')) + +Prediction: + values['id'] = self._id + +================================================================================ +Example 1038 +================================================================================ +Target: + try: + +Prediction: + self.x = self.q0 + +================================================================================ +Example 1039 +================================================================================ +Target: + print('\nYou may have to reboot for make changes take effect') + +Prediction: + powerline_for_script(bindings_dir) + +================================================================================ +Example 1040 +================================================================================ +Target: +len(widget[0]) > 1 else False + +Prediction: +widget[0].get('textfield-2') == 'b' and widget[0].get('textfield-1') == 'c' and widget[0].get('textfield-0') == 'a' + +================================================================================ +Example 1041 +================================================================================ +Target: + self._nrm_cnst_c = np.linalg.norm(self.cnst_c()) + +Prediction: + self._nrm_cnst_c = np.zeros(self._nrm_cnst_c.shape[0]) + +================================================================================ +Example 1042 +================================================================================ +Target: + self.new_threads[script] = thread + +Prediction: + thread.start() + +================================================================================ +Example 1043 +================================================================================ +Target: + 'accounts', account_id, 'transactions', data=params) + +Prediction: + account_id, **params) + +================================================================================ +Example 1044 +================================================================================ +Target: + 'pages': pages, + +Prediction: + 'pages': pages, + +================================================================================ +Example 1045 +================================================================================ +Target: + fn = _nvmlGetFunctionPointer("nvmlInit_v2") + +Prediction: + if nvml_init(): + +================================================================================ +Example 1046 +================================================================================ +Target: +elements.error("Bit for Bit", + +Prediction: +elements.error("Bit for Bit", + +================================================================================ +Example 1047 +================================================================================ +Target: +unicode(representative)) + +Prediction: +mep_json['Name']['full']) + +================================================================================ +Example 1048 +================================================================================ +Target: + def new_refresh_from_db(self, using=None, fields=None): + +Prediction: + def model_class(model): + +================================================================================ +Example 1049 +================================================================================ +Target: + (-1)**(~obs.value['voiced'])) + +Prediction: + sr) + +================================================================================ +Example 1050 +================================================================================ +Target: +"Signing Certificate expired") + +Prediction: + + +================================================================================ +Example 1051 +================================================================================ +Target: + os_name = target.Get("os") or [None] + +Prediction: + else: + +================================================================================ +Example 1052 +================================================================================ +Target: +fragment, + +Prediction: +fragment, + +================================================================================ +Example 1053 +================================================================================ +Target: += default_sr + +Prediction: += sr_record['name_label'] + +================================================================================ +Example 1054 +================================================================================ +Target: +common_height, str(block_ids_at_common_height))) + +Prediction: +common_height.num, common_height.ident[:col_n])) + +================================================================================ +Example 1055 +================================================================================ +Target: +self) + +Prediction: +self, main_resource=resource, + +================================================================================ +Example 1056 +================================================================================ +Target: + aux["type"] = self.getEntityType(found) + +Prediction: + aux[self.name] = found + +================================================================================ +Example 1057 +================================================================================ +Target: +None, + +Prediction: +None, + +================================================================================ +Example 1058 +================================================================================ +Target: + return kwargs + +Prediction: + return kwargs + +================================================================================ +Example 1059 +================================================================================ +Target: + res[name] = io._asdict() + +Prediction: + res[name] = io + +================================================================================ +Example 1060 +================================================================================ +Target: +None: + +Prediction: +None: + +================================================================================ +Example 1061 +================================================================================ +Target: + self._del_process(pid) + +Prediction: + self.__processDict.remove(pid) + +================================================================================ +Example 1062 +================================================================================ +Target: +mtype.f_specs() + +Prediction: +[] + +================================================================================ +Example 1063 +================================================================================ +Target: + return_names=True): + +Prediction: + show_statusbar=False, + +================================================================================ +Example 1064 +================================================================================ +Target: + List[Axes], None]: + +Prediction: + Axes]: + +================================================================================ +Example 1065 +================================================================================ +Target: + return state + +Prediction: + return response + +================================================================================ +Example 1066 +================================================================================ +Target: + if not file_name and not stream: + +Prediction: + logger.addHandler(formatter) + +================================================================================ +Example 1067 +================================================================================ +Target: +_default_backends.keys())) + +Prediction: +', '.join(backends))) + +================================================================================ +Example 1068 +================================================================================ +Target: + else: + +Prediction: + return None + +================================================================================ +Example 1069 +================================================================================ +Target: +_response_handler(event, data, ts) + +Prediction: +_response_handler(data) + +================================================================================ +Example 1070 +================================================================================ +Target: + j = json.loads(r.content.decode('utf-8')) + +Prediction: + return r.json() + +================================================================================ +Example 1071 +================================================================================ +Target: + return x + +Prediction: + return x + +================================================================================ +Example 1072 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1073 +================================================================================ +Target: +stack_layer(layer, no_setup=True) + +Prediction: +add_layer(layer, self.input_tensor) + +================================================================================ +Example 1074 +================================================================================ +Target: +self.keys and self._should_send_property(name, getattr(self, name)): + +Prediction: +self.comm.kernel: + +================================================================================ +Example 1075 +================================================================================ +Target: + return sorted(titles) + +Prediction: + return titles + +================================================================================ +Example 1076 +================================================================================ +Target: +"CodeListItem", params) + +Prediction: +) + +================================================================================ +Example 1077 +================================================================================ +Target: + return self + +Prediction: + self._dataset = new + +================================================================================ +Example 1078 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1079 +================================================================================ +Target: +IOError('Could not terminate the child.') + +Prediction: +TimeoutError() + +================================================================================ +Example 1080 +================================================================================ +Target: +item in node[1]['dependencies']: + +Prediction: +dep in node[0]: + +================================================================================ +Example 1081 +================================================================================ +Target: + if num == 10: + +Prediction: + start = url_home % vars() + +================================================================================ +Example 1082 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1083 +================================================================================ +Target: +msg) + +Prediction: +msg) + +================================================================================ +Example 1084 +================================================================================ +Target: +self._value) + +Prediction: +self._value) + +================================================================================ +Example 1085 +================================================================================ +Target: + await self._send( + +Prediction: + return atv_public_secret, data + +================================================================================ +Example 1086 +================================================================================ +Target: +OperationFailed() + +Prediction: +Unimplemented() + +================================================================================ +Example 1087 +================================================================================ +Target: + return True + +Prediction: + return False + +================================================================================ +Example 1088 +================================================================================ +Target: + [gui.Submit(), gui.Cancel()]] + +Prediction: + [gui.Text('Select source file', size=(20, 1), font=("Helvetica", 25), auto_size_text=False), + +================================================================================ +Example 1089 +================================================================================ +Target: + printException(e) + +Prediction: + print('Error saving blob as json: %s' % e) + +================================================================================ +Example 1090 +================================================================================ +Target: + return cache_valid + +Prediction: + if cache_valid: + +================================================================================ +Example 1091 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1092 +================================================================================ +Target: += fields.get(field_name) + +Prediction: += fields[field_name] + +================================================================================ +Example 1093 +================================================================================ +Target: +TypeError: + +Prediction: +Exception: + +================================================================================ +Example 1094 +================================================================================ +Target: + (data) = self.read_namespaced_stateful_set_status_with_http_info(name, namespace, **kwargs) + +Prediction: + (data) = self.read_namespaced_stateful_set_status_with_http_info(name, namespace, **kwargs) + +================================================================================ +Example 1095 +================================================================================ +Target: + return True + +Prediction: + self.__set_language_description() + +================================================================================ +Example 1096 +================================================================================ +Target: + calibration_data = _helper_tip_length_data_format( + +Prediction: + labware_offset_path.save(parents=True, exist_ok=True) + +================================================================================ +Example 1097 +================================================================================ +Target: + investment_term) + +Prediction: + investment_term) + +================================================================================ +Example 1098 +================================================================================ +Target: +"0-9" + end] + +Prediction: +"0-9" + end] + +================================================================================ +Example 1099 +================================================================================ +Target: +validator._validate() + +Prediction: +validator + +================================================================================ +Example 1100 +================================================================================ +Target: += 'a9' + +Prediction: += "16" + +================================================================================ +Example 1101 +================================================================================ +Target: + filename = os.path.join(directory_name, + +Prediction: + filename = os.path.join(directory_name, prefix + suffix) + +================================================================================ +Example 1102 +================================================================================ +Target: + previewSeconds = max([s.step for s in seriesList]) * int(windowSize) + +Prediction: + previewSeconds = seriesList[0].startTime + +================================================================================ +Example 1103 +================================================================================ +Target: + coords[:, 1] += top - bottom + +Prediction: + coords[:, 1] += bottom - top + +================================================================================ +Example 1104 +================================================================================ +Target: + 'destination_ip_subnet_mask: %s\n' + +Prediction: + 'destination_ip_subnet_mask: %s\n' + +================================================================================ +Example 1105 +================================================================================ +Target: +ends_within(other): + +Prediction: +ends_within(other): + +================================================================================ +Example 1106 +================================================================================ +Target: + return cls.__connection_obj + +Prediction: + return cls.__connection_obj + +================================================================================ +Example 1107 +================================================================================ +Target: += ( + +Prediction: += False + +================================================================================ +Example 1108 +================================================================================ +Target: +less than `192`") + +Prediction: +less than `192`") + +================================================================================ +Example 1109 +================================================================================ +Target: +2: + +Prediction: +3: + +================================================================================ +Example 1110 +================================================================================ +Target: + pass + +Prediction: + else: + +================================================================================ +Example 1111 +================================================================================ +Target: + included = [None,None] + +Prediction: + for i in range(len(i1)): + +================================================================================ +Example 1112 +================================================================================ +Target: + (data) = self.get_logged_user_with_http_info(**kwargs) + +Prediction: + (data) = self.get_logged_user_with_http_info(**kwargs) + +================================================================================ +Example 1113 +================================================================================ +Target: +len(files)) + +Prediction: + + +================================================================================ +Example 1114 +================================================================================ +Target: + return f + +Prediction: + return f + +================================================================================ +Example 1115 +================================================================================ +Target: +id_ in search: + +Prediction: +addr in addrs: + +================================================================================ +Example 1116 +================================================================================ +Target: + try: + +Prediction: + if hash_id is None: + +================================================================================ +Example 1117 +================================================================================ +Target: +self.process_subj_or_pred(subj) + +Prediction: +subj.add_triple(subj, pred) + +================================================================================ +Example 1118 +================================================================================ +Target: +2) + +Prediction: +2) + +================================================================================ +Example 1119 +================================================================================ +Target: + return instance.get_resource(**filters) + +Prediction: + return cls(**filters) + +================================================================================ +Example 1120 +================================================================================ +Target: + batchify_fn=batchify_fn) + +Prediction: + num_workers=args.num_workers, + +================================================================================ +Example 1121 +================================================================================ +Target: +prompt + self.templates[name] + colors.normal + +Prediction: +prompt + +================================================================================ +Example 1122 +================================================================================ +Target: + cutoff_value = self.acceptance_criteria['sample_int_n']['value'] + +Prediction: + pars['sample_or_site'] = 'sample' + +================================================================================ +Example 1123 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1124 +================================================================================ +Target: +"Volume is not a volume group. (Searching for %s)", volume.loopback) + +Prediction: +'No volume group found') + +================================================================================ +Example 1125 +================================================================================ +Target: +list(extract_args_from_signature(CLICommandsLoader._get_op_handler(operation), + +Prediction: +arguments_loader() + +================================================================================ +Example 1126 +================================================================================ +Target: + TypeClass) -> TypeClass: + +Prediction: + type, attach_type: type): + +================================================================================ +Example 1127 +================================================================================ +Target: + return register + +Prediction: + return cls + +================================================================================ +Example 1128 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1129 +================================================================================ +Target: + try: + +Prediction: + self._connection = connection + +================================================================================ +Example 1130 +================================================================================ +Target: +clear() + +Prediction: +clear() + +================================================================================ +Example 1131 +================================================================================ +Target: + _initial_space_re.match(line).group(0) + +Prediction: + m.group(2) + +================================================================================ +Example 1132 +================================================================================ +Target: + step = aux - 1. + +Prediction: + return sma + +================================================================================ +Example 1133 +================================================================================ +Target: +float32, + +Prediction: +float32) + +================================================================================ +Example 1134 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1135 +================================================================================ +Target: + weights_reg_sum = weights.sum(lon_str).sum(lat_str) + +Prediction: + return weights + +================================================================================ +Example 1136 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1137 +================================================================================ +Target: + print(FitSoln) + +Prediction: + return FitSoln + +================================================================================ +Example 1138 +================================================================================ +Target: + if map_inst.players >= 2: + +Prediction: + for player in players: + +================================================================================ +Example 1139 +================================================================================ +Target: + self.register_layer(layer) + +Prediction: + self._hidden_outputs.append(self._test_output) + +================================================================================ +Example 1140 +================================================================================ +Target: +_category_idx_store, + +Prediction: +_term_idx_store_string) + +================================================================================ +Example 1141 +================================================================================ +Target: + self.PokeMatrix(vtk.vtkMatrix4x4()) # identity + +Prediction: + self.output = tf.GetOutput() + +================================================================================ +Example 1142 +================================================================================ +Target: +column_type): + +Prediction: +format_number): + +================================================================================ +Example 1143 +================================================================================ +Target: + chisq = npsum(((mags - f)*(mags - f))/(errs*errs)) + +Prediction: + return f + +================================================================================ +Example 1144 +================================================================================ +Target: +nb): + +Prediction: +fragsize): + +================================================================================ +Example 1145 +================================================================================ +Target: + return dp + +Prediction: + return dp + +================================================================================ +Example 1146 +================================================================================ +Target: + self._fullAxisNames = tuple([axName + self.AXIS_POST_FIX for axName in axisNames]) + +Prediction: + self._axisNames = self._axisNames.items() + +================================================================================ +Example 1147 +================================================================================ +Target: +lower_depth) + +Prediction: +lower_depth) + +================================================================================ +Example 1148 +================================================================================ +Target: += VariableHolder(alpha=alpha) + +Prediction: += [name] + +================================================================================ +Example 1149 +================================================================================ +Target: + namedtuple(object_name, fields)(*values)) + +Prediction: + d.get(object_name, None)) + +================================================================================ +Example 1150 +================================================================================ +Target: + if l3_cfg_notifier: + +Prediction: + if l3_cfg_notifier: + +================================================================================ +Example 1151 +================================================================================ +Target: +neighbors + +Prediction: +neighbors + +================================================================================ +Example 1152 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1153 +================================================================================ +Target: + base_prediction = model.init_.mean + +Prediction: + if not is_gbr_model(model): + +================================================================================ +Example 1154 +================================================================================ +Target: + self.surface = pygame.Surface(self.frame.size, pygame.SRCALPHA, 32) + +Prediction: + shadow_image = resource.get_image('shadow') + +================================================================================ +Example 1155 +================================================================================ +Target: + elif isinstance(tree, BarDescriptor): + +Prediction: + else: + +================================================================================ +Example 1156 +================================================================================ +Target: + namespace_id_hash ) + +Prediction: +namespace_id_hash) + +================================================================================ +Example 1157 +================================================================================ +Target: +mask + +Prediction: +mask + +================================================================================ +Example 1158 +================================================================================ +Target: + oldtwobit, newtwobit = twobitfiles + +Prediction: + if twobitfiles: + +================================================================================ +Example 1159 +================================================================================ +Target: + 0 + +Prediction: + 0 + +================================================================================ +Example 1160 +================================================================================ +Target: +is None: + +Prediction: +is None: + +================================================================================ +Example 1161 +================================================================================ +Target: +offset, timestamp) + +Prediction: +offset, remainder) + +================================================================================ +Example 1162 +================================================================================ +Target: + obj = model_cls.objects.get(parent=res[2], id=res[3]) + +Prediction: + except Exception: + +================================================================================ +Example 1163 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1164 +================================================================================ +Target: +(3,1)) + +Prediction: +Ds.shape, (Ds.size/3,)) + +================================================================================ +Example 1165 +================================================================================ +Target: +path.basename(maybe_file_or_path) + +Prediction: +path.dirname(maybe_file_or_path) + +================================================================================ +Example 1166 +================================================================================ +Target: + for k in keys_to_delete: + +Prediction: + if keys_to_delete: + +================================================================================ +Example 1167 +================================================================================ +Target: +weld_obj + +Prediction: +weld_obj + +================================================================================ +Example 1168 +================================================================================ +Target: += self.zone + +Prediction: += self.zone + +================================================================================ +Example 1169 +================================================================================ +Target: += import_class(AUTH) + +Prediction: += AUTH( + +================================================================================ +Example 1170 +================================================================================ +Target: + sys.stdout, sys.stderr = _temp1, _temp2 + +Prediction: + sys.stdout, sys.stderr + +================================================================================ +Example 1171 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1172 +================================================================================ +Target: +add_distribution(dist_name, dist_hash) + +Prediction: +add(dist_hash) + +================================================================================ +Example 1173 +================================================================================ +Target: +% ( + +Prediction: +% (datacenter_id, volume_id), + +================================================================================ +Example 1174 +================================================================================ +Target: +_keys + +Prediction: +[k for k in _keys if not k.inactive_since] + +================================================================================ +Example 1175 +================================================================================ +Target: + mag = np.loadtxt(fid, skiprows=1, usecols=(a[0])) + +Prediction: + rho = fid.read() + +================================================================================ +Example 1176 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1177 +================================================================================ +Target: + label.setMinimumWidth(width) + +Prediction: + return width + +================================================================================ +Example 1178 +================================================================================ +Target: + if not (end <= gff_start or start >= gff_end)] + +Prediction: + if gff_start < start and gff_end > end] + +================================================================================ +Example 1179 +================================================================================ +Target: +get_extra_kwargs() + +Prediction: +__class__.__name__ + +================================================================================ +Example 1180 +================================================================================ +Target: + break + +Prediction: + break + +================================================================================ +Example 1181 +================================================================================ +Target: +'debug']: + +Prediction: +'errorHandler']: + +================================================================================ +Example 1182 +================================================================================ +Target: + if hard: + +Prediction: + package_repository_manager.clear_caches_for_package(self.package) + +================================================================================ +Example 1183 +================================================================================ +Target: +self._defs.Client(transport=transport, + +Prediction: +self._connect(transport) + +================================================================================ +Example 1184 +================================================================================ +Target: +"container", + +Prediction: +"container", + +================================================================================ +Example 1185 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 1186 +================================================================================ +Target: + self.run() + +Prediction: + self.start() + +================================================================================ +Example 1187 +================================================================================ +Target: + return interface + +Prediction: + return interface + +================================================================================ +Example 1188 +================================================================================ +Target: + def str_of(address): + +Prediction: + if optimize: + +================================================================================ +Example 1189 +================================================================================ +Target: + return None + +Prediction: + return None + +================================================================================ +Example 1190 +================================================================================ +Target: + templates=[self], stream=stream.copy(), threshold=threshold, + +Prediction: + self._get_party(), + +================================================================================ +Example 1191 +================================================================================ +Target: + self.conn = None + +Prediction: + self.conn.on_close() + +================================================================================ +Example 1192 +================================================================================ +Target: + if res: + +Prediction: + if res: + +================================================================================ +Example 1193 +================================================================================ +Target: + field)) + +Prediction: + field.width)) + +================================================================================ +Example 1194 +================================================================================ +Target: +response.text) + +Prediction: +response.content) + +================================================================================ +Example 1195 +================================================================================ +Target: + pack={'__utils__': utils(opts)}) + +Prediction: + blacklist=backends, + +================================================================================ +Example 1196 +================================================================================ +Target: +instance_id, project_id)) + +Prediction: +instance_id, project_id)) + +================================================================================ +Example 1197 +================================================================================ +Target: +Exception: + +Prediction: +Exception as e: + +================================================================================ +Example 1198 +================================================================================ +Target: +append(charge) + +Prediction: +append(atom_name) + +================================================================================ +Example 1199 +================================================================================ +Target: + "_document_field": doc_field} + +Prediction: + "_fields": doc_field, + +================================================================================ +Example 1200 +================================================================================ +Target: + self._print_options_help() + +Prediction: + print('Options:') + +================================================================================ +Example 1201 +================================================================================ +Target: + where=where) + +Prediction: + where=where) + +================================================================================ +Example 1202 +================================================================================ +Target: +append(_alphabet[digit - 1]) + +Prediction: +append(digit) + +================================================================================ +Example 1203 +================================================================================ +Target: +_jwt_auth: + +Prediction: +is_connected: + +================================================================================ +Example 1204 +================================================================================ +Target: + return True + +Prediction: + self._remove(timer) + +================================================================================ +Example 1205 +================================================================================ +Target: +%s" % (sc_name, condition)) + +Prediction: +%s" % (sample[self.SAMPLE_LABELS], mapping[condition])) + +================================================================================ +Example 1206 +================================================================================ +Target: + for e in tensor_events] + +Prediction: + for e in tensor_events] + +================================================================================ +Example 1207 +================================================================================ +Target: +class_modification.arguments + +Prediction: +class_modification.arguments + +================================================================================ +Example 1208 +================================================================================ +Target: + elif isinstance(t, Pointer): + +Prediction: + else: + +================================================================================ +Example 1209 +================================================================================ +Target: + if not isinstance(encoded_texts, list): + +Prediction: + self._token2idx = [ + +================================================================================ +Example 1210 +================================================================================ +Target: + if process not in self.skip_processes: + +Prediction: + self._processes.append(process) + +================================================================================ +Example 1211 +================================================================================ +Target: + target_file = os.path.join(self.destination, source_filename) + +Prediction: + + +================================================================================ +Example 1212 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1213 +================================================================================ +Target: + params['resume'], purpose=HashPurpose.RESUME_LOGIN, + +Prediction: + params.get('username'), + +================================================================================ +Example 1214 +================================================================================ +Target: + format%args)) + +Prediction: + format)) + +================================================================================ +Example 1215 +================================================================================ +Target: + with codecs.open(file_name, 'r', 'utf-8-sig') as in_file: + +Prediction: + if default is None: + +================================================================================ +Example 1216 +================================================================================ +Target: +] - S[:-2] + +Prediction: +] + +================================================================================ +Example 1217 +================================================================================ +Target: + callback = kwargs.pop('callback', self._callback) + +Prediction: + callback = kwargs.pop('callback', self._callback) + +================================================================================ +Example 1218 +================================================================================ +Target: + logging.debug("Token is still valid.") + +Prediction: + token = connect_mtd + +================================================================================ +Example 1219 +================================================================================ +Target: + try: + +Prediction: + return json + +================================================================================ +Example 1220 +================================================================================ +Target: +future") + +Prediction: +past time (%s)" % raw_tweet) + +================================================================================ +Example 1221 +================================================================================ +Target: +add_option_group(group) + +Prediction: +add_option('-U', '--update', help=msg['update']) + +================================================================================ +Example 1222 +================================================================================ +Target: + Thus, to save the global variables ``bar``, ``foo`` and ``baz`` in the + +Prediction: + Parameters + """ + +================================================================================ +Example 1223 +================================================================================ +Target: +MongoClient(connect_string) + +Prediction: +MongoConnection(connect_string, ssl, self.ssl_verify_peer, ssl_ca_certs) + +================================================================================ +Example 1224 +================================================================================ +Target: +handle_erroneous_response(r) + +Prediction: +post('containers/{}/read-coverage'.format(uid)) + +================================================================================ +Example 1225 +================================================================================ +Target: +add_extension_event(code, newevt) + +Prediction: +add_event(newevt) + +================================================================================ +Example 1226 +================================================================================ +Target: + pool_types[pool_type], + +Prediction: + global_pool_types[pool_type], + +================================================================================ +Example 1227 +================================================================================ +Target: + self.Unbind(wx.grid.EVT_GRID_LABEL_LEFT_CLICK) + +Prediction: + self.grid.delete_columns() + +================================================================================ +Example 1228 +================================================================================ +Target: + if res and verbosity >= 0: + +Prediction: + if res: + +================================================================================ +Example 1229 +================================================================================ +Target: +dump()) + +Prediction: +text) + +================================================================================ +Example 1230 +================================================================================ +Target: + ' before binding or without specifying full path') + +Prediction: + " because it does not have a parent class." + +================================================================================ +Example 1231 +================================================================================ +Target: +route_values, + +Prediction: +route_values, + +================================================================================ +Example 1232 +================================================================================ +Target: + object_handle.AXValue -= minValue + +Prediction: + if object_handle.AXValue > minValue: + +================================================================================ +Example 1233 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1234 +================================================================================ +Target: + modname) + +Prediction: + modname) + +================================================================================ +Example 1235 +================================================================================ +Target: + for i, (x, y) in enumerate( + +Prediction: + return child_relationship_class(subscriptable, parents_ids) + +================================================================================ +Example 1236 +================================================================================ +Target: + self.w[d,b] = np.dot(psi_track[:,b], f_target[:,d]) / \ + +Prediction: + self.dmps[b] = self.dmps[b] * psi_track[d] + +================================================================================ +Example 1237 +================================================================================ +Target: +write(os.path.expanduser(path)) + +Prediction: +write() + +================================================================================ +Example 1238 +================================================================================ +Target: + else: + +Prediction: + return out + +================================================================================ +Example 1239 +================================================================================ +Target: + if not parsed_array and self.required: + +Prediction: + return parsed_array + +================================================================================ +Example 1240 +================================================================================ +Target: +add(code) + +Prediction: +add(code) + +================================================================================ +Example 1241 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1242 +================================================================================ +Target: += time.localtime() + +Prediction: += _parse_date_w3cdtf(s) + +================================================================================ +Example 1243 +================================================================================ +Target: + kind, context=context) + +Prediction: + cls, invoice.user.name) + +================================================================================ +Example 1244 +================================================================================ +Target: +execute(res, callback or self.load_keys) + +Prediction: +structure(self, res) + +================================================================================ +Example 1245 +================================================================================ +Target: + found_superstring = long_variant_sequence.contains(short_variant_sequence) + +Prediction: + if long_variant_sequence == short_variant_sequence: + +================================================================================ +Example 1246 +================================================================================ +Target: +get('template_name', None) + +Prediction: +get('template_name', None) + +================================================================================ +Example 1247 +================================================================================ +Target: + if non_mapping: + +Prediction: + if not non_mapping: + +================================================================================ +Example 1248 +================================================================================ +Target: +decode("utf-8")) + +Prediction: +decode('utf-8')) + +================================================================================ +Example 1249 +================================================================================ +Target: + pass + +Prediction: + return(cond) + +================================================================================ +Example 1250 +================================================================================ +Target: +or (): + +Prediction: +or (): + +================================================================================ +Example 1251 +================================================================================ +Target: +before, after) + +Prediction: +before) + +================================================================================ +Example 1252 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1253 +================================================================================ +Target: +touch, + +Prediction: +double, + +================================================================================ +Example 1254 +================================================================================ +Target: += get_current_async() + +Prediction: += get_current_async() + +================================================================================ +Example 1255 +================================================================================ +Target: + with open(filepath, 'w') as f: + +Prediction: + return body + +================================================================================ +Example 1256 +================================================================================ +Target: + self.objects[uid] = info + +Prediction: + info[action].update(idxs) + +================================================================================ +Example 1257 +================================================================================ +Target: + else: + +Prediction: + elif api_version == '2018-05-01': + +================================================================================ +Example 1258 +================================================================================ +Target: + return self.render(style_attr, result) + +Prediction: + result[style_key] = style_attr + +================================================================================ +Example 1259 +================================================================================ +Target: +name + +Prediction: +name + +================================================================================ +Example 1260 +================================================================================ +Target: +columns[key]] = Rec[key] + +Prediction: +key] = Rec[key] + +================================================================================ +Example 1261 +================================================================================ +Target: +p): + +Prediction: +nulls): + +================================================================================ +Example 1262 +================================================================================ +Target: + data) + +Prediction: + data) + +================================================================================ +Example 1263 +================================================================================ +Target: +alternatives" + +Prediction: +obs " + +================================================================================ +Example 1264 +================================================================================ +Target: +1]+1].sum() + +Prediction: +1]+1] + +================================================================================ +Example 1265 +================================================================================ +Target: + else: + +Prediction: + elif isinstance(self, HTML5AppNode): + +================================================================================ +Example 1266 +================================================================================ +Target: +template_name) + +Prediction: +"templates", template_name) + +================================================================================ +Example 1267 +================================================================================ +Target: +**args) + +Prediction: +**args) + +================================================================================ +Example 1268 +================================================================================ +Target: + max_batch_size=max_batch_size or receive_client._prefetch, timeout=timeout) + +Prediction: + source, messages=receive_client.messages, timeout=timeout, **kwargs) + +================================================================================ +Example 1269 +================================================================================ +Target: + return stop + +Prediction: + return stop + +================================================================================ +Example 1270 +================================================================================ +Target: + if DEBUG: + +Prediction: + if rl.count == 0: + +================================================================================ +Example 1271 +================================================================================ +Target: + tag = self.tags[makernote.canon.CAMERA_INFO_TAG_NAME] + +Prediction: + logger.debug('Canon ' + makernote.canon.CAMERA_INFO_TAG_NAME) + +================================================================================ +Example 1272 +================================================================================ +Target: + new_obj = self.__class__(explicit=tagging.get('explicit'), implicit=tagging.get('implicit')) + +Prediction: + self._retag(tagging, tag) + +================================================================================ +Example 1273 +================================================================================ +Target: +status=200, body=body) + +Prediction: +body) + +================================================================================ +Example 1274 +================================================================================ +Target: +ValueError('Too many bytes for the data') + +Prediction: +ValueError('Text must be less than 64 bytes') + +================================================================================ +Example 1275 +================================================================================ +Target: + print(message, (datetime.now() - self.start_time)) + +Prediction: + print(message, (datetime.now() - self.start_time), frame_info) + +================================================================================ +Example 1276 +================================================================================ +Target: + 'result': True, + +Prediction: + 'authenticated_role': AuthenticatedRole, + +================================================================================ +Example 1277 +================================================================================ +Target: + " tol = ({:.2g}*,{:.2g},{:.2g})", + +Prediction: + for i, (wo, wn) in enumerate(zip(width, w)): + +================================================================================ +Example 1278 +================================================================================ +Target: + return symbols + +Prediction: + return symbols + +================================================================================ +Example 1279 +================================================================================ +Target: + return device + +Prediction: + return device + +================================================================================ +Example 1280 +================================================================================ +Target: + for batch_id, example in enumerate(train_data_loader): + +Prediction: + for i, (input_ids, target_ids) in enumerate(train_data_loader): + +================================================================================ +Example 1281 +================================================================================ +Target: + **kwds) + +Prediction: + **kwds) + +================================================================================ +Example 1282 +================================================================================ +Target: +_rewrite_col(col.col) + +Prediction: +_rewrite_col(col) + +================================================================================ +Example 1283 +================================================================================ +Target: + body_text=message + +Prediction: + body_text=message, + +================================================================================ +Example 1284 +================================================================================ +Target: + m = re.search(regexp, filestr) + +Prediction: + match = re.match(regexp, filestr) + +================================================================================ +Example 1285 +================================================================================ +Target: + return found_folders + +Prediction: + return found_folders + +================================================================================ +Example 1286 +================================================================================ +Target: + result[key] = value(data, data_store) + +Prediction: + result[key] = value + +================================================================================ +Example 1287 +================================================================================ +Target: +frame_length, + +Prediction: +frame_length, + +================================================================================ +Example 1288 +================================================================================ +Target: +init_params + +Prediction: +init_params + +================================================================================ +Example 1289 +================================================================================ +Target: +[] + +Prediction: +[] + +================================================================================ +Example 1290 +================================================================================ +Target: + ]) + +Prediction: + '--check', + +================================================================================ +Example 1291 +================================================================================ +Target: + low_confidence = (1.0 - confidence) / tf.to_float(vocab_size - 1) + +Prediction: + return confidence + +================================================================================ +Example 1292 +================================================================================ +Target: + dbman = DBManager(path=indexpath, ro=options.read_only) + +Prediction: + indexpath = options.main_path or indexpath + +================================================================================ +Example 1293 +================================================================================ +Target: += self.__logical_location[:] + +Prediction: += self.__logical_location[:] + +================================================================================ +Example 1294 +================================================================================ +Target: +i("Need pandas for hapmap dataset, make sure to install pandas (http://pandas.pydata.org/) before loading the hapmap dataset") + +Prediction: +ImportError("Python 3 is not supported on this platform.") + +================================================================================ +Example 1295 +================================================================================ +Target: +===============================================\n" + +Prediction: +===============================================\n" + +================================================================================ +Example 1296 +================================================================================ +Target: + writer = csv.writer(out_handle, dialect="excel-tab") + +Prediction: + for row in in_handle: + +================================================================================ +Example 1297 +================================================================================ +Target: + parser.set_defaults(func=run_device) + +Prediction: + parser.add_argument('--port', help="port to device to start", type=int, required=True) + +================================================================================ +Example 1298 +================================================================================ +Target: +local_threshold + +Prediction: +local_threshold + +================================================================================ +Example 1299 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1300 +================================================================================ +Target: + float(default) + +Prediction: + score + +================================================================================ +Example 1301 +================================================================================ +Target: + if verbose: + +Prediction: + if sample.Sample(): + +================================================================================ +Example 1302 +================================================================================ +Target: +"docid", docid) + +Prediction: +"docid", docid) + +================================================================================ +Example 1303 +================================================================================ +Target: + return callback(evpn_activate) + +Prediction: + else: + +================================================================================ +Example 1304 +================================================================================ +Target: + return tt * 10000 / 86400 / 5 + +Prediction: + return tt + +================================================================================ +Example 1305 +================================================================================ +Target: +lvl + +Prediction: +_overrideLogLevel + +================================================================================ +Example 1306 +================================================================================ +Target: +self.adjacency_matrix + +Prediction: +self.adjacency_matrix + +================================================================================ +Example 1307 +================================================================================ +Target: + return lines + +Prediction: + lines.extend(self.update_transmitters) + +================================================================================ +Example 1308 +================================================================================ +Target: + print("Exiting...") + +Prediction: + return response + +================================================================================ +Example 1309 +================================================================================ +Target: + return re + +Prediction: + return re.compile(re) + +================================================================================ +Example 1310 +================================================================================ +Target: +).replace("@", "")) + +Prediction: +)) + +================================================================================ +Example 1311 +================================================================================ +Target: + return index + +Prediction: + return index + +================================================================================ +Example 1312 +================================================================================ +Target: + if KakaoMessages is not None or KakaoMessages != '': + +Prediction: + if SndDT != '': + +================================================================================ +Example 1313 +================================================================================ +Target: +> timedelta(hours=2): + +Prediction: +> 0: + +================================================================================ +Example 1314 +================================================================================ +Target: + return F1/Ftot + +Prediction: + F2 = 0 + +================================================================================ +Example 1315 +================================================================================ +Target: + + +Prediction: + $(document).ready(function () { + +================================================================================ +Example 1316 +================================================================================ +Target: + if unwrapVariant(combo.itemData(i)) == value: + +Prediction: + if i == combo.findText(value): + +================================================================================ +Example 1317 +================================================================================ +Target: + handler.setLevel(0) + +Prediction: + handler.setLevel(level) + +================================================================================ +Example 1318 +================================================================================ +Target: +requests.get(url, headers=headers, timeout=10) + +Prediction: +self._request(url, headers=headers, method="POST") + +================================================================================ +Example 1319 +================================================================================ +Target: +result['id'], result) + +Prediction: +result) + +================================================================================ +Example 1320 +================================================================================ +Target: +[opts.app_label, opts.object_name]) + +Prediction: +[sender, instance.__name__, 'model']) + +================================================================================ +Example 1321 +================================================================================ +Target: += 'append' + +Prediction: += 'append' + +================================================================================ +Example 1322 +================================================================================ +Target: +")) + +Prediction: +")) + +================================================================================ +Example 1323 +================================================================================ +Target: += filename[:-3] + +Prediction: += sys.modules[store.__module__].__name__ + +================================================================================ +Example 1324 +================================================================================ +Target: + self.eof = True + +Prediction: + raise EOFError + +================================================================================ +Example 1325 +================================================================================ +Target: + sys.exit("position length must be the same as colors") + +Prediction: + raise ValueError('length of position must be equal to length of colors') + +================================================================================ +Example 1326 +================================================================================ +Target: +and user is None: + +Prediction: +and subprocess.call(cmd): + +================================================================================ +Example 1327 +================================================================================ +Target: +badidx): + +Prediction: +badidx): + +================================================================================ +Example 1328 +================================================================================ +Target: +username), + +Prediction: +username), + +================================================================================ +Example 1329 +================================================================================ +Target: + else: + +Prediction: + return self.fit(testing_data) + +================================================================================ +Example 1330 +================================================================================ +Target: + 'Plunger position "{}" not yet calibrated'.format( + +Prediction: + "Plunger position '{}' not a number.".format(position)) + +================================================================================ +Example 1331 +================================================================================ +Target: + write_offset = file_size + +Prediction: + num_sigs = 0 + +================================================================================ +Example 1332 +================================================================================ +Target: + raise + +Prediction: + raise ValueError('Could not restore value from command line.') + +================================================================================ +Example 1333 +================================================================================ +Target: + return test_data_dir, test_data_file + +Prediction: + test_data_file = os.path.join(test_data_dir, 'RFP_Well_B3.fcs') + +================================================================================ +Example 1334 +================================================================================ +Target: + ax1.set_ylabel('~ log10(number of counts)') + +Prediction: + title=title + +================================================================================ +Example 1335 +================================================================================ +Target: + c, + +Prediction: + n, + +================================================================================ +Example 1336 +================================================================================ +Target: + self.weak_subscribers = [] + +Prediction: + self.weak_subscribers = [] + +================================================================================ +Example 1337 +================================================================================ +Target: + match_image = _find_inside(lambda x: + +Prediction: + if args[0] == 'image': + +================================================================================ +Example 1338 +================================================================================ +Target: + artifact_definition.name)) + +Prediction: + artifact_definition_name)) + +================================================================================ +Example 1339 +================================================================================ +Target: + return [objects[id] for id in oids] + +Prediction: + return objects + +================================================================================ +Example 1340 +================================================================================ +Target: + if timestamp: + +Prediction: + if timestamp and int(port.isValidFeature('portFeatureRxFirstTimeStamp')): + +================================================================================ +Example 1341 +================================================================================ +Target: + return type_converter(values[value].text) + +Prediction: + else: + +================================================================================ +Example 1342 +================================================================================ +Target: +ret) + +Prediction: +ret) + +================================================================================ +Example 1343 +================================================================================ +Target: +obj + +Prediction: +None + +================================================================================ +Example 1344 +================================================================================ +Target: += json.loads(req.text[4:]) + +Prediction: += req.json() + +================================================================================ +Example 1345 +================================================================================ +Target: + for queue_identifier, event_queue in events_queues.items(): + +Prediction: + if events_queues: + +================================================================================ +Example 1346 +================================================================================ +Target: + return True + +Prediction: + return self + +================================================================================ +Example 1347 +================================================================================ +Target: + f) + +Prediction: + func) + +================================================================================ +Example 1348 +================================================================================ +Target: + if not return_output: + +Prediction: + if not logger: + +================================================================================ +Example 1349 +================================================================================ +Target: + res.append(list_item) + +Prediction: + res.append(list_item) + +================================================================================ +Example 1350 +================================================================================ +Target: +{}, got {}' + +Prediction: +(space.ndim,)') + +================================================================================ +Example 1351 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 1352 +================================================================================ +Target: + ) + +Prediction: + scope=scope, + +================================================================================ +Example 1353 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1354 +================================================================================ +Target: +0.3 + +Prediction: +8 + +================================================================================ +Example 1355 +================================================================================ +Target: +% name) + +Prediction: +% name) + +================================================================================ +Example 1356 +================================================================================ +Target: + raise + +Prediction: + raise DecryptError(e) + +================================================================================ +Example 1357 +================================================================================ +Target: +v.default_value() + +Prediction: +v.default_value() + +================================================================================ +Example 1358 +================================================================================ +Target: + text_starts = [0] + [m.end() for m in code_matches] + +Prediction: + code_block_edges = [] + +================================================================================ +Example 1359 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1360 +================================================================================ +Target: +random()*tot + +Prediction: +random() + +================================================================================ +Example 1361 +================================================================================ +Target: +["self.{0}".format(ident)] + +Prediction: +["PB.{0}".format(ident)] + +================================================================================ +Example 1362 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 1363 +================================================================================ +Target: + return input + +Prediction: + return result + +================================================================================ +Example 1364 +================================================================================ +Target: + if out == 'success': + +Prediction: + out = __mgmt(name, 'service', 'restart') + +================================================================================ +Example 1365 +================================================================================ +Target: + 'type="RichBool" ', + +Prediction: + '/>\n', + +================================================================================ +Example 1366 +================================================================================ +Target: +path.abspath(config_path) + +Prediction: +path.abspath(config_filenames["config_file"]) + +================================================================================ +Example 1367 +================================================================================ +Target: + elif "Target:LinuxDeb" in context: + +Prediction: + else: + +================================================================================ +Example 1368 +================================================================================ +Target: + set() + +Prediction: + term + +================================================================================ +Example 1369 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1370 +================================================================================ +Target: +_reset_existing_mapping() + +Prediction: +_clear_index(models) + +================================================================================ +Example 1371 +================================================================================ +Target: +result + +Prediction: +result + +================================================================================ +Example 1372 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1373 +================================================================================ +Target: +agent.get("desired_workers", [])): + +Prediction: +desired_workers): + +================================================================================ +Example 1374 +================================================================================ +Target: + cryptographic_parameters + +Prediction: + cryptographic_parameters) + +================================================================================ +Example 1375 +================================================================================ +Target: + else: + +Prediction: + if children: + +================================================================================ +Example 1376 +================================================================================ +Target: +decode_value(buffer, pos) + +Prediction: +decode_value(buffer, pos) + +================================================================================ +Example 1377 +================================================================================ +Target: + return "1!%d.%d" % (MAJOR, MINOR) + +Prediction: + return None + +================================================================================ +Example 1378 +================================================================================ +Target: + if not isinstance(themacro, macro.Macro): + +Prediction: + else: + +================================================================================ +Example 1379 +================================================================================ +Target: + if convert_fn: + +Prediction: + if call["variantcaller"] == "standard": + +================================================================================ +Example 1380 +================================================================================ +Target: + ls = (ls * (tgt_seq.shape[1] - 1)) / batch_size / self._rescale_loss + +Prediction: + return ls + +================================================================================ +Example 1381 +================================================================================ +Target: + return m_t + +Prediction: + return m_t + +================================================================================ +Example 1382 +================================================================================ +Target: +- 2 # N1 == 3 + +Prediction: +- 5 + +================================================================================ +Example 1383 +================================================================================ +Target: +i] = parser.compile_filter(args[i]) + +Prediction: +i] = args[i].replace('for', '') + +================================================================================ +Example 1384 +================================================================================ +Target: += output['image'] + +Prediction: += output['finished_image'] + +================================================================================ +Example 1385 +================================================================================ +Target: +!= (blocksize, blocksize): + +Prediction: +== blocksize: + +================================================================================ +Example 1386 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1387 +================================================================================ +Target: + parts[-1] + +Prediction: + parts[-1] + +================================================================================ +Example 1388 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1389 +================================================================================ +Target: + conn.endpoints[subscribe].subscribe() + +Prediction: + conn.subscribe() + +================================================================================ +Example 1390 +================================================================================ +Target: += 1, 0 + +Prediction: += v.rstrip(b'\0') + +================================================================================ +Example 1391 +================================================================================ +Target: + else: + +Prediction: + return byte_data + +================================================================================ +Example 1392 +================================================================================ +Target: +0', + +Prediction: +0-preview.2', + +================================================================================ +Example 1393 +================================================================================ +Target: + auth.text = kwargs.pop('auth') + +Prediction: + snmp_server_user_auth_key = ET.SubElement(auth, "snmp-server-user-auth") + +================================================================================ +Example 1394 +================================================================================ +Target: + signing_intent = min(all_signing_intents, key=lambda x: x['restrictiveness']) + +Prediction: + signing_intent = self._calculate_least_restrictive_signing_intent( + +================================================================================ +Example 1395 +================================================================================ +Target: + num = Concordant - Discordant + +Prediction: + cd = Concordant + ECount + +================================================================================ +Example 1396 +================================================================================ +Target: +): + +Prediction: +): + +================================================================================ +Example 1397 +================================================================================ +Target: +HandledError + +Prediction: +HandledError + +================================================================================ +Example 1398 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1399 +================================================================================ +Target: + return np.piecewise(q, constraints, funcs) + +Prediction: + return constraints + +================================================================================ +Example 1400 +================================================================================ +Target: + pass + +Prediction: + trace = subnode.text + +================================================================================ +Example 1401 +================================================================================ +Target: + cls._initAddons(recurse) + +Prediction: + cls.__addons_loaded = True + +================================================================================ +Example 1402 +================================================================================ +Target: + dtype=dtype, count=count) + +Prediction: + dtype=np.float32) + +================================================================================ +Example 1403 +================================================================================ +Target: + email_dispatched.disconnect(_record) + +Prediction: + email_dispatched.disconnect() + +================================================================================ +Example 1404 +================================================================================ +Target: + return False + +Prediction: + return None + +================================================================================ +Example 1405 +================================================================================ +Target: + if segment and segment[0].isupper() and segment[1].islower(): + +Prediction: + if segment == '': + +================================================================================ +Example 1406 +================================================================================ +Target: + left_index[j] = i + +Prediction: + cur_score[0] = left_index[score] + +================================================================================ +Example 1407 +================================================================================ +Target: + try: + +Prediction: + if request_str == '': + +================================================================================ +Example 1408 +================================================================================ +Target: +)) + +Prediction: +)) + +================================================================================ +Example 1409 +================================================================================ +Target: + experiment_id=self._experiment_id, channel_id=channel_id + +Prediction: + experiment_id=self.experiment_id, + +================================================================================ +Example 1410 +================================================================================ +Target: + settings.configure() + +Prediction: + self.settings_exception = None + +================================================================================ +Example 1411 +================================================================================ +Target: + return count + +Prediction: + return count + +================================================================================ +Example 1412 +================================================================================ +Target: +isview: + +Prediction: +_X is not None: + +================================================================================ +Example 1413 +================================================================================ +Target: +prefiltered + +Prediction: +prefiltered + +================================================================================ +Example 1414 +================================================================================ +Target: + else: + +Prediction: + self.extraction_directories[path] = subdir + +================================================================================ +Example 1415 +================================================================================ +Target: + raise ValueError("The value of __time_rate must be greater than 0.0") + +Prediction: + raise TypeError("The type of __time_rate must be 0.") + +================================================================================ +Example 1416 +================================================================================ +Target: + raise VersionNotFound("version file present but has no contents") + +Prediction: + raise VersionNotFound(VERSION_FILE + " does not exist") + +================================================================================ +Example 1417 +================================================================================ +Target: +self.__exit_code) + +Prediction: +self.__exit_code) + +================================================================================ +Example 1418 +================================================================================ +Target: + if self.minval == self.maxval: + +Prediction: + stats = self.minval - self.maxval + +================================================================================ +Example 1419 +================================================================================ +Target: +trail: + +Prediction: +GetPosition() is None: + +================================================================================ +Example 1420 +================================================================================ +Target: +0]) + +Prediction: +0]) + +================================================================================ +Example 1421 +================================================================================ +Target: +'\n') + +Prediction: +) + +================================================================================ +Example 1422 +================================================================================ +Target: + 'profiles': self.get_users_by_ids(user_ids=response['profiles']) + +Prediction: + 'items_count': response['items_count'], + +================================================================================ +Example 1423 +================================================================================ +Target: +listdir(dir_data): + +Prediction: +listdir(dir_bag): + +================================================================================ +Example 1424 +================================================================================ +Target: +in feats: + +Prediction: +in feats: + +================================================================================ +Example 1425 +================================================================================ +Target: + P_norm = np.linalg.norm(a * P[0] + b * P[1] + c * P[2]) + +Prediction: + return P + +================================================================================ +Example 1426 +================================================================================ +Target: + break + +Prediction: + self._output_writer.Write('Volume Shadow Snapshots were not selected\n') + +================================================================================ +Example 1427 +================================================================================ +Target: +#random number 0-100 + +Prediction: +# 100% + +================================================================================ +Example 1428 +================================================================================ +Target: + try: + +Prediction: + return r.json() + +================================================================================ +Example 1429 +================================================================================ +Target: +"ParentAR", + +Prediction: +self.storage.get(key), + +================================================================================ +Example 1430 +================================================================================ +Target: +AddFileEntry(path, file_data=file_data) + +Prediction: +FileEntryExistsByPath(path) + +================================================================================ +Example 1431 +================================================================================ +Target: + json = self._json(self._patch(self._api, data=dumps(data)), 200) + +Prediction: + return self._call('edit', data) + +================================================================================ +Example 1432 +================================================================================ +Target: +'\n') + +Prediction: +'\n ') + +================================================================================ +Example 1433 +================================================================================ +Target: + output = convolve(image, kernel, mode='constant') + +Prediction: + return sgrid + +================================================================================ +Example 1434 +================================================================================ +Target: + raise ValueError('expected only 2 or 3 dots in ' + +Prediction: + raise ValueError('{} not top-level directory in ' + +================================================================================ +Example 1435 +================================================================================ +Target: +tuple(column) + +Prediction: +column + +================================================================================ +Example 1436 +================================================================================ +Target: + for fn, args, kwargs in fnlist: + +Prediction: + for fn in fnlist: + +================================================================================ +Example 1437 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1438 +================================================================================ +Target: + accuracy_metric.reset() + +Prediction: + load_labels=True, + +================================================================================ +Example 1439 +================================================================================ +Target: + _raise_i2c_status_code_error_if_failure(status) + +Prediction: + return status + +================================================================================ +Example 1440 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1441 +================================================================================ +Target: +files ): + +Prediction: +files ): + +================================================================================ +Example 1442 +================================================================================ +Target: + raise ValueError("No BLOCK found") + +Prediction: + continue + +================================================================================ +Example 1443 +================================================================================ +Target: + return s + +Prediction: + else: + +================================================================================ +Example 1444 +================================================================================ +Target: + df_conf[inst_cat].loc[inst_cat] / cat_counts[inst_cat] + +Prediction: + np.trace(df_conf[inst_cat]) + +================================================================================ +Example 1445 +================================================================================ +Target: + 'files', 'filename']: + +Prediction: + 'title', 'content']: + +================================================================================ +Example 1446 +================================================================================ +Target: + process_cores=process_cores, debug=debug) + +Prediction: + process_cores=process_cores, debug=debug) + +================================================================================ +Example 1447 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 1448 +================================================================================ +Target: +in range(N): + +Prediction: +in range(N): + +================================================================================ +Example 1449 +================================================================================ +Target: +swarm + +Prediction: +swarm + +================================================================================ +Example 1450 +================================================================================ +Target: + if is_json: + +Prediction: + return time.time() - time_used + +================================================================================ +Example 1451 +================================================================================ +Target: + protocol=2 + +Prediction: + protocol='pickle') + +================================================================================ +Example 1452 +================================================================================ +Target: +'rb') as stream: + +Prediction: +'rb') as f: + +================================================================================ +Example 1453 +================================================================================ +Target: += fig.add_subplot(3, 1, 3) + +Prediction: += fig.add_subplot(3, 1, 3) + +================================================================================ +Example 1454 +================================================================================ +Target: + sorted_qs_args = OrderedDict() + +Prediction: + qs_args.sort() + +================================================================================ +Example 1455 +================================================================================ +Target: +is None: + +Prediction: +is None: + +================================================================================ +Example 1456 +================================================================================ +Target: +*14) * DATA + +Prediction: +*(-6 - DATA)) + +================================================================================ +Example 1457 +================================================================================ +Target: + return len(self._sections) + +Prediction: + return self._number_of_sections + +================================================================================ +Example 1458 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1459 +================================================================================ +Target: +'\n ' + parent_doc + +Prediction: +'\n\n' + funcname + +================================================================================ +Example 1460 +================================================================================ +Target: + return classes + +Prediction: + return classes + +================================================================================ +Example 1461 +================================================================================ +Target: += kwargs.get(argk) \ + +Prediction: += kwargs.get(argk) + +================================================================================ +Example 1462 +================================================================================ +Target: +rva, length=MAX_STRING_LENGTH) ) + +Prediction: +rva:rva+MAX_STRING_LENGTH)) + +================================================================================ +Example 1463 +================================================================================ +Target: +AttributeError: + +Prediction: +AttributeError: + +================================================================================ +Example 1464 +================================================================================ +Target: + fcma_extension.normalization(corr, self.epochs_per_subj) + +Prediction: + return time1, corr + +================================================================================ +Example 1465 +================================================================================ +Target: + callback = kwargs.pop('callback', self._callback) + +Prediction: + callback = kwargs.pop('callback', self._callback) + +================================================================================ +Example 1466 +================================================================================ +Target: + return call + +Prediction: + return call + +================================================================================ +Example 1467 +================================================================================ +Target: +in args]), err) + +Prediction: +in args])) + +================================================================================ +Example 1468 +================================================================================ +Target: + return data + +Prediction: + else: + +================================================================================ +Example 1469 +================================================================================ +Target: +not None: + +Prediction: +not None: + +================================================================================ +Example 1470 +================================================================================ +Target: + self._call("setBootOrder", + +Prediction: + self._call("setBootOrder", + +================================================================================ +Example 1471 +================================================================================ +Target: +timeout) + +Prediction: +timeout) + +================================================================================ +Example 1472 +================================================================================ +Target: + sys.exit(1) + +Prediction: + print('The API key is the following: ' + str(habucfg['CYMON_APIKEY'])) + +================================================================================ +Example 1473 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1474 +================================================================================ +Target: + break + +Prediction: + if si and si.body and si.body.clean_visible: + +================================================================================ +Example 1475 +================================================================================ +Target: + if prefix == self.prefix: + +Prediction: + return prefix + +================================================================================ +Example 1476 +================================================================================ +Target: + error_message = ( + +Prediction: + if parser_chain: + +================================================================================ +Example 1477 +================================================================================ +Target: + .format(base, assetid, attachment["filename"]) + +Prediction: + .format(base, assetid, file_path) + +================================================================================ +Example 1478 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 1479 +================================================================================ +Target: +real_path + +Prediction: +real_path + +================================================================================ +Example 1480 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1481 +================================================================================ +Target: + delete_and_upload_images( + +Prediction: + if language == '': + +================================================================================ +Example 1482 +================================================================================ +Target: +list(ids)) + +Prediction: +ids) + +================================================================================ +Example 1483 +================================================================================ +Target: + int(spec, 8) + +Prediction: + spec + +================================================================================ +Example 1484 +================================================================================ +Target: + intervals = Intervals(intervals) + +Prediction: + intervals = intervals + +================================================================================ +Example 1485 +================================================================================ +Target: + self._get_closest_samp_num(ref_samp_num + 1, test_samp_num)) + +Prediction: + self._get_closest_samp_num(ref_samp_num, test_samp_num + 1)) + +================================================================================ +Example 1486 +================================================================================ +Target: + is_running = self.get_status()['is_running'] + +Prediction: + self.stop() + +================================================================================ +Example 1487 +================================================================================ +Target: + for edge in self.edges: + +Prediction: + return canvas + +================================================================================ +Example 1488 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1489 +================================================================================ +Target: +0] + +Prediction: +0] + +================================================================================ +Example 1490 +================================================================================ +Target: + self._plug_descriptors[plug_name] = self._make_plug_descriptor(plug_type) + +Prediction: + self._plugs_by_type[plug_type] = plug_value + +================================================================================ +Example 1491 +================================================================================ +Target: +_buffer.delivered_image_height + +Prediction: +_part.delivered_image_height + +================================================================================ +Example 1492 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1493 +================================================================================ +Target: + reply_to_message_id=reply_to_message_id, + +Prediction: + reply_to_message_id=reply_to_message_id, + +================================================================================ +Example 1494 +================================================================================ +Target: +module_format(self.dependencies, template_function) + +Prediction: +module_format.format( + +================================================================================ +Example 1495 +================================================================================ +Target: +'WARNING:') + +Prediction: +'Listing') and '\t' not in line, + +================================================================================ +Example 1496 +================================================================================ +Target: + return clusters + +Prediction: + return clusters + +================================================================================ +Example 1497 +================================================================================ +Target: + type=layer.csw_type, + +Prediction: + catalog=service.catalog) + +================================================================================ +Example 1498 +================================================================================ +Target: + binder = Binder(id_, metadata=metadata) + +Prediction: + return id_ + +================================================================================ +Example 1499 +================================================================================ +Target: +INFO) + +Prediction: +INFO) + +================================================================================ +Example 1500 +================================================================================ +Target: += 404: + +Prediction: += 404: + +================================================================================ +Example 1501 +================================================================================ +Target: + for master in mpstate.mav_master: + +Prediction: + mpstate.status.last_message = 0 + +================================================================================ +Example 1502 +================================================================================ +Target: +pop() + +Prediction: +append(Task(i)) + +================================================================================ +Example 1503 +================================================================================ +Target: + abs_cos = np.sqrt((projected*projected).sum()) + +Prediction: + return projected + +================================================================================ +Example 1504 +================================================================================ +Target: +items must be given as a string or a list of strings') + +Prediction: +type must be a string or a list') + +================================================================================ +Example 1505 +================================================================================ +Target: + attrl = attrs(tup_tree) + +Prediction: + self.check_node(child, 'REFERENCE', (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), (), + +================================================================================ +Example 1506 +================================================================================ +Target: + return rv + +Prediction: + return rv + +================================================================================ +Example 1507 +================================================================================ +Target: + session=self.session)) + +Prediction: + id=self.parent.server.id, + +================================================================================ +Example 1508 +================================================================================ +Target: + for sub_obj in obj: + +Prediction: + else: + +================================================================================ +Example 1509 +================================================================================ +Target: + issue=latest_issue, title=title, body=body, **kwargs) + +Prediction: + self, title, body, culprit, latest_issue, **kwargs + +================================================================================ +Example 1510 +================================================================================ +Target: + ).replace(tzinfo=pytz.utc) + +Prediction: + ) + +================================================================================ +Example 1511 +================================================================================ +Target: + -0.5 + +Prediction: + 2 + +================================================================================ +Example 1512 +================================================================================ +Target: + if e.response.get('Error', {}).get('Code') == missing_code: + +Prediction: + missing_code = 'AWS.SimpleQueueService.NotFound' + +================================================================================ +Example 1513 +================================================================================ +Target: +project_id=project_id, detail=theError.detail or u'') + +Prediction: +project_id) + +================================================================================ +Example 1514 +================================================================================ +Target: + plt.setp(ax_handle, visible = True); + +Prediction: + axis = ax_handle.axes[0]; + +================================================================================ +Example 1515 +================================================================================ +Target: + super().setup(**kwargs) + +Prediction: + if s_scheme: + +================================================================================ +Example 1516 +================================================================================ +Target: +stats_err['max'], + +Prediction: +stats_err['max'], + +================================================================================ +Example 1517 +================================================================================ +Target: + return 0 + +Prediction: + return arguments + +================================================================================ +Example 1518 +================================================================================ +Target: +f[i] - indexOffset) + +Prediction: +i) + +================================================================================ +Example 1519 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1520 +================================================================================ +Target: +create_project_venv() + +Prediction: +None + +================================================================================ +Example 1521 +================================================================================ +Target: + continue + +Prediction: + return bits + +================================================================================ +Example 1522 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1523 +================================================================================ +Target: += build_node(table, expr.terms, builder) + +Prediction: + return cond + +================================================================================ +Example 1524 +================================================================================ +Target: +get_options().strict: + +Prediction: +get_options().color: + +================================================================================ +Example 1525 +================================================================================ +Target: + str: + +Prediction: + dict: + +================================================================================ +Example 1526 +================================================================================ +Target: +use the " + +Prediction: +check the " + +================================================================================ +Example 1527 +================================================================================ +Target: + return 'yum' + +Prediction: + return 'centos' + +================================================================================ +Example 1528 +================================================================================ +Target: += self.__String_to_BitList(data[i:i+8]) + +Prediction: += data[i:i + self.block_size] + +================================================================================ +Example 1529 +================================================================================ +Target: +'per': + +Prediction: +qualifier: + +================================================================================ +Example 1530 +================================================================================ +Target: +in self.columns.values(): + +Prediction: +in self.columns: + +================================================================================ +Example 1531 +================================================================================ +Target: +else + +Prediction: +and secret in secret.encode('utf-8') + +================================================================================ +Example 1532 +================================================================================ +Target: + url = 'healthcheckexpect/add/' + +Prediction: + return healthcheck_map + +================================================================================ +Example 1533 +================================================================================ +Target: +concatenate([N[:,:,0], np.sum(w_hyp_last_outcome[np.newaxis,:,:], axis=2)], axis=0) + +Prediction: +sum(w_hyp, axis=0) + +================================================================================ +Example 1534 +================================================================================ +Target: + final_byte = '\x00' + +Prediction: + final_byte = None + +================================================================================ +Example 1535 +================================================================================ +Target: +operationError as exc: + +Prediction: +Exception as e: + +================================================================================ +Example 1536 +================================================================================ +Target: +self._SID + +Prediction: +self + +================================================================================ +Example 1537 +================================================================================ +Target: + return ([self._bb_by_addr[addr] for addr in path] for path in paths) + +Prediction: + return paths + +================================================================================ +Example 1538 +================================================================================ +Target: + if not title_nodes: + +Prediction: + for title in title_nodes: + +================================================================================ +Example 1539 +================================================================================ +Target: +analysis_obj.to_dict() + +Prediction: +{} + +================================================================================ +Example 1540 +================================================================================ +Target: + base_agent.create_site(get_binding_site_name(bc.agent)) + +Prediction: + bound_base_agent.create_site(get_binding_site_name(bc.agent)) + +================================================================================ +Example 1541 +================================================================================ +Target: + if self.is_insufficient_material(): + +Prediction: + if self.is_insufficient_material(): + +================================================================================ +Example 1542 +================================================================================ +Target: +input in function specification") + +Prediction: +h is a string like ((((powerlaw{1} + (sin{2} * 3)) + (sin{2} * 25)) - (powerlaw{1} * 16)) + (sin{2} ** 3.0)) + +================================================================================ +Example 1543 +================================================================================ +Target: + return self.out + +Prediction: + return self + +================================================================================ +Example 1544 +================================================================================ +Target: +loop)) + +Prediction: +server_coroutine)) + +================================================================================ +Example 1545 +================================================================================ +Target: + style) + +Prediction: + style) + +================================================================================ +Example 1546 +================================================================================ +Target: + return self + +Prediction: + self._nn_interface._root_instance.storage_service = storage_service + +================================================================================ +Example 1547 +================================================================================ +Target: + flavor = flavor_to_id[flavor] + +Prediction: + if flavor not in flavors: + +================================================================================ +Example 1548 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1549 +================================================================================ +Target: +api.get_uid(instance) + +Prediction: +getRequestUID() + +================================================================================ +Example 1550 +================================================================================ +Target: + s3 = session.resource('s3') + +Prediction: + return session + +================================================================================ +Example 1551 +================================================================================ +Target: + 'gene id', 'transcript id', 'protein id', 'exon id'], + +Prediction: + 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene name (separated)', 'gene + +================================================================================ +Example 1552 +================================================================================ +Target: + for distribution in distributions: + +Prediction: + for resource_file in resource_files: + +================================================================================ +Example 1553 +================================================================================ +Target: + exc_info=e) + +Prediction: + exc_info=True) + +================================================================================ +Example 1554 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 1555 +================================================================================ +Target: +False + +Prediction: +True + +================================================================================ +Example 1556 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1557 +================================================================================ +Target: + _antisymm_12(Ca[k]) + +Prediction: + _symm_current(Ca[k]) + +================================================================================ +Example 1558 +================================================================================ +Target: + sum((x + 0)**2) + +Prediction: + x[0]**2 + +================================================================================ +Example 1559 +================================================================================ +Target: + result = numpy.insert(result, [0], numpy.transpose([result[:,-2]]), 1) + +Prediction: + result = numpy.insert(result, numpy.transpose([result[-2,:]]), 1) + +================================================================================ +Example 1560 +================================================================================ +Target: ++ 1 + +Prediction: ++ 1 + +================================================================================ +Example 1561 +================================================================================ +Target: + if bb_bottom is None or bb_bottom < cell_row: + +Prediction: + if bb_right is None or bb_right > cell_row: + +================================================================================ +Example 1562 +================================================================================ +Target: + event.get('ipAddress'), event.get('label'), event.get('username')]) + +Prediction: + event.get('eventIPAddress'), event.get('label'), + +================================================================================ +Example 1563 +================================================================================ +Target: + executables_list = " ".join(quoted_executables) + +Prediction: + else: + +================================================================================ +Example 1564 +================================================================================ +Target: + elif nullable_idx == 1: + +Prediction: + else: + +================================================================================ +Example 1565 +================================================================================ +Target: +returncode, output.read() + +Prediction: +returncode, output.read() + +================================================================================ +Example 1566 +================================================================================ +Target: +join(stachans[column])) + +Prediction: +join(stachans)) + +================================================================================ +Example 1567 +================================================================================ +Target: + if os.path.exists(self.paths["readme"]): + +Prediction: + self.report["roles"][role]["meta"] = self._get_meta_state(state) + +================================================================================ +Example 1568 +================================================================================ +Target: + toBlock=to_block, + +Prediction: + toBlock=to_block, + +================================================================================ +Example 1569 +================================================================================ +Target: += None + +Prediction: += None + +================================================================================ +Example 1570 +================================================================================ +Target: + return retval + +Prediction: + return retval + +================================================================================ +Example 1571 +================================================================================ +Target: + declaration[2] + +Prediction: + declaration[2] + +================================================================================ +Example 1572 +================================================================================ +Target: += pytz.UTC.localize(pd.Timestamp.max) + +Prediction: += pytz.UTC.localize(pd.Timestamp.max) + +================================================================================ +Example 1573 +================================================================================ +Target: +_helper.do_get(uri) + +Prediction: +_get_csr(uri) + +================================================================================ +Example 1574 +================================================================================ +Target: + my_dict = json.loads(fileobj.read()) + +Prediction: + fileobj.write(json.dumps(fileobj.read())) + +================================================================================ +Example 1575 +================================================================================ +Target: +qp_order: + +Prediction: +lp_order: + +================================================================================ +Example 1576 +================================================================================ +Target: + body['storage_device']['address'] = address + +Prediction: + body['address'] = str(address) + +================================================================================ +Example 1577 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1578 +================================================================================ +Target: +"password": password} + +Prediction: +"password": password} + +================================================================================ +Example 1579 +================================================================================ +Target: + idxs + +Prediction: + idxs + +================================================================================ +Example 1580 +================================================================================ +Target: +: self._width, + +Prediction: +: self._width, + +================================================================================ +Example 1581 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1582 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 1583 +================================================================================ +Target: + event.accept() + +Prediction: + break + +================================================================================ +Example 1584 +================================================================================ +Target: + self.process_new_updates(updates) + +Prediction: + if updates: + +================================================================================ +Example 1585 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1586 +================================================================================ +Target: + return len(self._pending) + +Prediction: + else: + +================================================================================ +Example 1587 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1588 +================================================================================ +Target: +trip_id) + +Prediction: +trip_id) + +================================================================================ +Example 1589 +================================================================================ +Target: + dist_lengths = () + +Prediction: + indepDstns = [] + +================================================================================ +Example 1590 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1591 +================================================================================ +Target: + line = input() + +Prediction: + buffer = bot.read() + +================================================================================ +Example 1592 +================================================================================ +Target: +np.dot(u, a_new) + +Prediction: +a_new + +================================================================================ +Example 1593 +================================================================================ +Target: + element_kind, element_name, exc)) + +Prediction: + element_kind, element_name, exc)) + +================================================================================ +Example 1594 +================================================================================ +Target: + data = controllers.mme_matches(case_obj, institute_obj, mme_base_url, mme_token) + +Prediction: + if case_obj is None: + +================================================================================ +Example 1595 +================================================================================ +Target: + self.trace[key]['value'] = result + +Prediction: + return result + +================================================================================ +Example 1596 +================================================================================ +Target: + nat_element = self.static_src_nat + +Prediction: + nat_element = source_or_dest.typeof('src') + +================================================================================ +Example 1597 +================================================================================ +Target: + count -= 1 + +Prediction: + temp += grapheme + +================================================================================ +Example 1598 +================================================================================ +Target: +data) + +Prediction: +**data) + +================================================================================ +Example 1599 +================================================================================ +Target: + break + +Prediction: + return True + +================================================================================ +Example 1600 +================================================================================ +Target: + raise TypeError("attribute '{0}' is not a callback property".format(name)) + +Prediction: + prop = getattr(type(self), name) + +================================================================================ +Example 1601 +================================================================================ +Target: +ret + +Prediction: +ret + +================================================================================ +Example 1602 +================================================================================ +Target: + if "filename" in v: + +Prediction: + v["filename"] = _new_ttname + +================================================================================ +Example 1603 +================================================================================ +Target: + c = d.setdefault('config', {}) + +Prediction: + d['config'] = config + +================================================================================ +Example 1604 +================================================================================ +Target: + if int(result.get('ok', 0)) != 1: + +Prediction: + except Exception: + +================================================================================ +Example 1605 +================================================================================ +Target: +ipynb' + +Prediction: +ipynb' + +================================================================================ +Example 1606 +================================================================================ +Target: + int(sx) + +Prediction: + sx + shape[1] + +================================================================================ +Example 1607 +================================================================================ +Target: + self._json_data = copy.deepcopy(self._raw_data) + +Prediction: + self._raw_data = self._raw_data['data'] + +================================================================================ +Example 1608 +================================================================================ +Target: + elif isinstance(arg, numpy.record): + +Prediction: + else: + +================================================================================ +Example 1609 +================================================================================ +Target: + if regex.search(record.id) or regex.search(record.description): + +Prediction: + if regex.match(record.name): + +================================================================================ +Example 1610 +================================================================================ +Target: + rdl = round(dl * 10**(-p), uplaces) * 10**p + +Prediction: + rdh = round(dl * 10**(-p), uplaces) * 10**p + +================================================================================ +Example 1611 +================================================================================ +Target: + return dos_from_table(table) + +Prediction: + else: + +================================================================================ +Example 1612 +================================================================================ +Target: + return {o.mechanism: o for o in actual_causes_or_effects + +Prediction: + actual_causes = {} + +================================================================================ +Example 1613 +================================================================================ +Target: +submission_path) + +Prediction: +submission_path) + +================================================================================ +Example 1614 +================================================================================ +Target: +store_python_metadata \ + +Prediction: +type_string is None: + +================================================================================ +Example 1615 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1616 +================================================================================ +Target: + + +Prediction: + + +================================================================================ +Example 1617 +================================================================================ +Target: +== config["gpg_key_fingerprint"]: + +Prediction: +in current_key_index: + +================================================================================ +Example 1618 +================================================================================ +Target: + }, + +Prediction: + }, + +================================================================================ +Example 1619 +================================================================================ +Target: + return + +Prediction: + except OSError: + +================================================================================ +Example 1620 +================================================================================ +Target: + return AudioSamples(y, self.samplerate) + +Prediction: + return self.average([x, y]) + +================================================================================ +Example 1621 +================================================================================ +Target: + k) + +Prediction: + k) + +================================================================================ +Example 1622 +================================================================================ +Target: + count=getArgType(argTuple[2])[1], + +Prediction: + dataTypeName=getArgType(argTuple[2])[1], + +================================================================================ +Example 1623 +================================================================================ +Target: + cycle(mediumList) + +Prediction: + [mediumList(color) for color in cycle(mediumList)] + +================================================================================ +Example 1624 +================================================================================ +Target: + varstring = '{}{}'.format(sort, vid) + +Prediction: + if vid >= index: + +================================================================================ +Example 1625 +================================================================================ +Target: + return self.plot(*args,**kwargs) + +Prediction: + return self._plot(*args,**kwargs) + +================================================================================ +Example 1626 +================================================================================ +Target: +self.market_definition.get('version'), + +Prediction: +self.market_definition.get('version') + +================================================================================ +Example 1627 +================================================================================ +Target: + elif isinstance(field, xmlmap.fields.NodeListField): + +Prediction: + form_label = declared_subforms[name] + +================================================================================ +Example 1628 +================================================================================ +Target: +meta_string) + +Prediction: +).info("Added history for {}".format(entry_type)) + +================================================================================ +Example 1629 +================================================================================ +Target: + record.description = '' + +Prediction: + record.id = '' + +================================================================================ +Example 1630 +================================================================================ +Target: + tok2_total = toks2._N + +Prediction: + if(tok2_present > 2): + +================================================================================ +Example 1631 +================================================================================ +Target: +result + +Prediction: +result + +================================================================================ +Example 1632 +================================================================================ +Target: + results = np.zeros((nb_classes, source_samples), dtype='i') + +Prediction: + report.success_adversarial_examples = [] + +================================================================================ +Example 1633 +================================================================================ +Target: + raise ValueError('Unexpected qt support mode: %s' % (qt_support_mode,)) + +Prediction: + raise RuntimeError('Unknown qt support mode: %s' % qt_support_mode) + +================================================================================ +Example 1634 +================================================================================ +Target: += {} + +Prediction: += {} + +================================================================================ +Example 1635 +================================================================================ +Target: + elif angle == 'l': + +Prediction: + else: + +================================================================================ +Example 1636 +================================================================================ +Target: +group] = {} + +Prediction: +group] = [] + +================================================================================ +Example 1637 +================================================================================ +Target: +config) + +Prediction: +config) + +================================================================================ +Example 1638 +================================================================================ +Target: + self._base_url + API_PAGES_ENDPOINT + str(indexes[0]) + "/" + +Prediction: + self.content().format(parent.id), + +================================================================================ +Example 1639 +================================================================================ +Target: + raise SystemExit() + +Prediction: + raise SystemExit() + +================================================================================ +Example 1640 +================================================================================ +Target: + return source_setattr + +Prediction: + return source_setattr + +================================================================================ +Example 1641 +================================================================================ +Target: +item)) + +Prediction: +item, step_size)) + +================================================================================ +Example 1642 +================================================================================ +Target: + message) + +Prediction: + message) + +================================================================================ +Example 1643 +================================================================================ +Target: + print(colored_map(text, cmap), **kwargs) + +Prediction: + print(colored_map(text, cmap), **kwargs) + +================================================================================ +Example 1644 +================================================================================ +Target: +end_date + +Prediction: +end_date + +================================================================================ +Example 1645 +================================================================================ +Target: + return (-beta4/(common_term) + 1.0/(common_term))**0.5 + +Prediction: + return common_term + +================================================================================ +Example 1646 +================================================================================ +Target: + raise ValueError("Specified coordinate type '%s' " + +Prediction: + raise ValueError('Unknown coordinate type %s' % coordinates_type) + +================================================================================ +Example 1647 +================================================================================ +Target: +specified!") + +Prediction: +specified") + +================================================================================ +Example 1648 +================================================================================ +Target: +"separationArcsec"]) + +Prediction: +magnitudeLimitFilter]) + +================================================================================ +Example 1649 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1650 +================================================================================ +Target: + if type(value) != bytes: + +Prediction: + if len(value) != 1: + +================================================================================ +Example 1651 +================================================================================ +Target: +merge(_dirtyCachedItem) + +Prediction: +create_cachable_item(_dirtyCachedItem) + +================================================================================ +Example 1652 +================================================================================ +Target: + locked_pkgs.append(pkgname) + +Prediction: + if pkgname is None: + +================================================================================ +Example 1653 +================================================================================ +Target: + return None + +Prediction: + return None + +================================================================================ +Example 1654 +================================================================================ +Target: + finally: + +Prediction: + except Exception: + +================================================================================ +Example 1655 +================================================================================ +Target: + print("No data for %s in column %s." % (name, column)) + +Prediction: + pass + +================================================================================ +Example 1656 +================================================================================ +Target: + return config + +Prediction: + return config + +================================================================================ +Example 1657 +================================================================================ +Target: +0: + +Prediction: +self._max_stream_length: + +================================================================================ +Example 1658 +================================================================================ +Target: + continue + +Prediction: + return cls.make_node(SymbolBOUNDLIST(), *args) + +================================================================================ +Example 1659 +================================================================================ +Target: + if abs(startLine - currentLine) > self._MAX_SIZE or \ + +Prediction: + cursors.append((startLine, startVisibleCol)) + +================================================================================ +Example 1660 +================================================================================ +Target: + hb = widgets.HBox([vn, active]) + +Prediction: + widgets.Table(vn, out, active) + +================================================================================ +Example 1661 +================================================================================ +Target: + state, reward, terminal, _ = env.step(command) + +Prediction: + env.set_state(env.get_state()) + +================================================================================ +Example 1662 +================================================================================ +Target: +fixed_issues + +Prediction: +fixed_issues + +================================================================================ +Example 1663 +================================================================================ +Target: + return { + +Prediction: + return pl + +================================================================================ +Example 1664 +================================================================================ +Target: +_widget, _HiddenWidget): + +Prediction: +_file_mode, bool): + +================================================================================ +Example 1665 +================================================================================ +Target: +else None + +Prediction: +else 0 + +================================================================================ +Example 1666 +================================================================================ +Target: +input_iter, batch_size)) + +Prediction: +input_iter, batch_size)) + +================================================================================ +Example 1667 +================================================================================ +Target: +NotFetchable: + +Prediction: +KeyError: + +================================================================================ +Example 1668 +================================================================================ +Target: +append(new_state) + +Prediction: +append(new_state) + +================================================================================ +Example 1669 +================================================================================ +Target: + self.logger.debug("Successfully loaded " + filename + " schema") + +Prediction: + else: + +================================================================================ +Example 1670 +================================================================================ +Target: + return df.drop(df[df.Bin < 0].index) + +Prediction: + return df + +================================================================================ +Example 1671 +================================================================================ +Target: + break + +Prediction: + i += 1 + +================================================================================ +Example 1672 +================================================================================ +Target: + diff.lincomb(1, x, -self.sigma, g) + +Prediction: + diff = self.domain.element() + +================================================================================ +Example 1673 +================================================================================ +Target: + - update usage examples and text + +Prediction: + - check the tunnelling protocol + +================================================================================ +Example 1674 +================================================================================ +Target: + gene_obj['hgnc_symbol'] = hgnc_gene['hgnc_symbol'] + +Prediction: + hgnc_gene.symbol = hgnc_gene.symbol + +================================================================================ +Example 1675 +================================================================================ +Target: +size)) + +Prediction: +size * 8, + +================================================================================ +Example 1676 +================================================================================ +Target: + return self.http_client.post(API_EXCHANGE_BIND % + +Prediction: + return self._bind(bind_payload, virtual_host) + +================================================================================ +Example 1677 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1678 +================================================================================ +Target: + if "v" in fd or "V" in fd: + +Prediction: + break + +================================================================================ +Example 1679 +================================================================================ +Target: + return Response(status=status.HTTP_400_BAD_REQUEST) + +Prediction: + return Response(serializer.errors) + +================================================================================ +Example 1680 +================================================================================ +Target: + 'caution-text': caution_text, + +Prediction: + if any + +================================================================================ +Example 1681 +================================================================================ +Target: +config) + +Prediction: +config) + +================================================================================ +Example 1682 +================================================================================ +Target: + asynchronous(handler, event) + +Prediction: + handler(event, **kwargs) + +================================================================================ +Example 1683 +================================================================================ +Target: +" in command[0]: + +Prediction: +exe" in found_executable: + +================================================================================ +Example 1684 +================================================================================ +Target: +loglevel) + +Prediction: +loglevel, + +================================================================================ +Example 1685 +================================================================================ +Target: + eps = min(eps, numpy.amin(numpy.gradient(vals))) + +Prediction: + x0 = [v_list[i] for i in range(vals)] + +================================================================================ +Example 1686 +================================================================================ +Target: +dt + +Prediction: +dt + +================================================================================ +Example 1687 +================================================================================ +Target: + try: + +Prediction: + stacksize += 1 + +================================================================================ +Example 1688 +================================================================================ +Target: + stripped_len = len(terminal.StripAnsiText(current_line)) + +Prediction: + result.append(self._TextJustify(current_line, col_size)) + +================================================================================ +Example 1689 +================================================================================ +Target: + "currency": currency + +Prediction: + "type": "STRING" + +================================================================================ +Example 1690 +================================================================================ +Target: + except: + +Prediction: + if d[n] is None: + +================================================================================ +Example 1691 +================================================================================ +Target: +line + +Prediction: +line + +================================================================================ +Example 1692 +================================================================================ +Target: + _is_shift = np.array(is_shift, dtype='intc') + +Prediction: + _is_shift = is_shift + +================================================================================ +Example 1693 +================================================================================ +Target: + var.name, device, mem)) + +Prediction: + var.name, self._last_device, mem)) + +================================================================================ +Example 1694 +================================================================================ +Target: + if secret: + +Prediction: + if secret: + +================================================================================ +Example 1695 +================================================================================ +Target: +lxc + +Prediction: +lxc + +================================================================================ +Example 1696 +================================================================================ +Target: + return pairs + +Prediction: + return pairs + +================================================================================ +Example 1697 +================================================================================ +Target: +df + +Prediction: +df + +================================================================================ +Example 1698 +================================================================================ +Target: += self._do_request( + +Prediction: += self._request('update', doc_id, params, data) + +================================================================================ +Example 1699 +================================================================================ +Target: + self.metadata_db_path = str(path) + +Prediction: + settings.set('inasafe.metadata35CachePath', path) + +================================================================================ +Example 1700 +================================================================================ +Target: +self, name): + +Prediction: +self, name): + +================================================================================ +Example 1701 +================================================================================ +Target: +without mount point identifier.') + +Prediction: +with identifier.') + +================================================================================ +Example 1702 +================================================================================ +Target: +[i + ':%.4f' for i in metric_nm]) + +Prediction: +metric_nm) + ',' + ','.join(metric_val) + +================================================================================ +Example 1703 +================================================================================ +Target: +0] = b + +Prediction: +0] = b + +================================================================================ +Example 1704 +================================================================================ +Target: +max_dpt) + +Prediction: +db) + +================================================================================ +Example 1705 +================================================================================ +Target: +not define its commands" % entry_point.name + +Prediction: +not exist in the package manager" % entry_point + +================================================================================ +Example 1706 +================================================================================ +Target: + return + +Prediction: + pass + +================================================================================ +Example 1707 +================================================================================ +Target: + filter = {self.chained_model_field + "__in": pks} + +Prediction: + filter = {self.chained_model_field: pks} + +================================================================================ +Example 1708 +================================================================================ +Target: + if abs(score) > 0.001: + +Prediction: + graph[idx_j][idx_i] = score + +================================================================================ +Example 1709 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 1710 +================================================================================ +Target: +_toggle_on_click: + +Prediction: +_on: + +================================================================================ +Example 1711 +================================================================================ +Target: + with _custom_argv(all_argv + [os.path.relpath(f) for f in filenames]): + +Prediction: + if filename in all_argv: + +================================================================================ +Example 1712 +================================================================================ +Target: +result + +Prediction: +result + +================================================================================ +Example 1713 +================================================================================ +Target: + self._updateRepo(self._repo.removeReferenceSet, referenceSet) + +Prediction: + self._repo.removeReferenceSet(referenceSet) + +================================================================================ +Example 1714 +================================================================================ +Target: + context_dict = { + +Prediction: + context = MakoContext(request, template_obj) + +================================================================================ +Example 1715 +================================================================================ +Target: + return fig + +Prediction: + ax.set_ylabel('density') + +================================================================================ +Example 1716 +================================================================================ +Target: +Snapshot, [input_pathglobs])[0] + +Prediction: +input_pathglobs) + +================================================================================ +Example 1717 +================================================================================ +Target: + return None, None + +Prediction: + return None, None + +================================================================================ +Example 1718 +================================================================================ +Target: +self.factories[name] + +Prediction: +self.factories[name] + +================================================================================ +Example 1719 +================================================================================ +Target: +_rubric_default + +Prediction: +_default_value + +================================================================================ +Example 1720 +================================================================================ +Target: + return [_f for _f in match.groups() if _f][0] + +Prediction: + return match.group(1) + +================================================================================ +Example 1721 +================================================================================ +Target: +): + +Prediction: +): + +================================================================================ +Example 1722 +================================================================================ +Target: + break + +Prediction: + self.require_move = False + +================================================================================ +Example 1723 +================================================================================ +Target: + self.like[idx].setValue(current_value * current_scale / scale) + +Prediction: + self.scale[idx].setValue(current_value) + +================================================================================ +Example 1724 +================================================================================ +Target: + return None + +Prediction: + else: + +================================================================================ +Example 1725 +================================================================================ +Target: +sync_manager) + +Prediction: +queues) + +================================================================================ +Example 1726 +================================================================================ +Target: +'_'), saltenv) + +Prediction: +'|')) + +================================================================================ +Example 1727 +================================================================================ +Target: +rule) + +Prediction: +rule) + +================================================================================ +Example 1728 +================================================================================ +Target: + if self._exception is not None: + +Prediction: + self._exception = None + +================================================================================ +Example 1729 +================================================================================ +Target: + self.line.target + +Prediction: + self.line.sender.nick + +================================================================================ +Example 1730 +================================================================================ +Target: +self._prefixed(temp_ver.name) + +Prediction: +self._get_path(temp_ver) + +================================================================================ +Example 1731 +================================================================================ +Target: +OptionGroup(self._expression_to_asn(expr)) + +Prediction: +expr.type == TokenType.option_group_expression + +================================================================================ +Example 1732 +================================================================================ +Target: + currentdict[currentgroup] = {} + +Prediction: + grouppath.append(currentdict) + +================================================================================ +Example 1733 +================================================================================ +Target: + if package: + +Prediction: + if package: + +================================================================================ +Example 1734 +================================================================================ +Target: + logger.debug("expect failed - attempts left: %d" % times) + +Prediction: + sleep_t -= 1 + +================================================================================ +Example 1735 +================================================================================ +Target: +ev_data, + +Prediction: +ev_data) + +================================================================================ +Example 1736 +================================================================================ +Target: +out_catalog) + +Prediction: +out_catalog) + +================================================================================ +Example 1737 +================================================================================ +Target: +in template.get('steps', []): + +Prediction: +in template.get('outputs', []): + +================================================================================ +Example 1738 +================================================================================ +Target: +product + +Prediction: +__source, + +================================================================================ +Example 1739 +================================================================================ +Target: +input.append(input_name) + +Prediction: +input_name = name + +================================================================================ +Example 1740 +================================================================================ +Target: + return super(XTableWidget, self).mimeData(items) + +Prediction: + return func + +================================================================================ +Example 1741 +================================================================================ +Target: +scores.sort(0, descending=True) + +Prediction: +torch.nonzero(scores > self.confidence_threshold).squeeze(1) + +================================================================================ +Example 1742 +================================================================================ +Target: +save_fileAs() + +Prediction: +write_file(self.__file) + +================================================================================ +Example 1743 +================================================================================ +Target: +start_time.second, + +Prediction: +start_time.second, + +================================================================================ +Example 1744 +================================================================================ +Target: + b_tra[switched],b_occ[switched] = (b_occ[switched],b_tra[switched]) + +Prediction: + in radians + +================================================================================ +Example 1745 +================================================================================ +Target: + break + +Prediction: + break + +================================================================================ +Example 1746 +================================================================================ +Target: + return nodes_with_type, links_with_type, groups_with_type + +Prediction: + return nodes_with_type + +================================================================================ +Example 1747 +================================================================================ +Target: +value]) + +Prediction: +op]) + +================================================================================ +Example 1748 +================================================================================ +Target: + hw_mods = await hw.discover_modules() + +Prediction: + args = await request.json() + +================================================================================ +Example 1749 +================================================================================ +Target: + raise UndispatchedTextError("CapitainsCtsText not dispatched %s" % collection.id) + +Prediction: + return None + +================================================================================ +Example 1750 +================================================================================ +Target: + self._decref_dependencies_recursive(parent, refcounts, garbage) + +Prediction: + else: + +================================================================================ +Example 1751 +================================================================================ +Target: + %s' % libtype) + +Prediction: + %s' % libtype) + +================================================================================ +Example 1752 +================================================================================ +Target: + name_key.text = kwargs.pop('name') + +Prediction: + name_key.text = kwargs.pop('name') + +================================================================================ +Example 1753 +================================================================================ +Target: + self._faces = None + +Prediction: + self._faces = np.array(self._faces, 'uint32') + +================================================================================ +Example 1754 +================================================================================ +Target: + self.setCursorPosition(*pos) + +Prediction: + return undoObj + +================================================================================ +Example 1755 +================================================================================ +Target: + setattr(self, key, value) + +Prediction: + self.settings[key] = value + +================================================================================ +Example 1756 +================================================================================ +Target: + except KeyError: + +Prediction: + except Exception: + +================================================================================ +Example 1757 +================================================================================ +Target: += [(x, outdir, timecols, magcols, errcols, mindet, + +Prediction: += [] + +================================================================================ +Example 1758 +================================================================================ +Target: + dummy.num = dummynum(self.app.character, dummy.prefix) + 1 + +Prediction: + if dummy == self.dummyspot: + +================================================================================ +Example 1759 +================================================================================ +Target: + flask.flash(flash_message or 'Please login for access.') + +Prediction: + flask.flash(flash_message or 'You are not permitted to "%s" this resource' % permission) + +================================================================================ +Example 1760 +================================================================================ +Target: +auth_class, base_class) for auth_class in iter_classes, + +Prediction: +base_class, iter_classes[0], base_class) + +================================================================================ +Example 1761 +================================================================================ +Target: +r in range(1, max_r+1): + +Prediction: +i in range(1, num_perm): + +================================================================================ +Example 1762 +================================================================================ +Target: +self.prog, + +Prediction: +self.app_name, + +================================================================================ +Example 1763 +================================================================================ +Target: +bits_per_pixel, baseinteger): + +Prediction: +bits_per_pixel): + +================================================================================ +Example 1764 +================================================================================ +Target: + return start_daemon + +Prediction: + except Exception: + +================================================================================ +Example 1765 +================================================================================ +Target: + tree_iter) + +Prediction: + tree_iter) + +================================================================================ +Example 1766 +================================================================================ +Target: + return span + +Prediction: + return span + +================================================================================ +Example 1767 +================================================================================ +Target: + frames = [frame] + +Prediction: + pass + +================================================================================ +Example 1768 +================================================================================ +Target: +urn + +Prediction: +hex + +================================================================================ +Example 1769 +================================================================================ +Target: + records_string + ")" + +Prediction: + records_string + ")" + +================================================================================ +Example 1770 +================================================================================ +Target: +debug(err) + +Prediction: +error("Error while logging in to command line: %s", err) + +================================================================================ +Example 1771 +================================================================================ +Target: +is_scalar(x): + +Prediction: +to_scalar(a, b): + +================================================================================ +Example 1772 +================================================================================ +Target: + filecolumn = " " * (py_len + 1) + +Prediction: + filecolumn = si.filename + " " + ("." * (py_len - len(si.filename))) + +================================================================================ +Example 1773 +================================================================================ +Target: +%(errmsg)r") + +Prediction: +%(errmsg)s") + +================================================================================ +Example 1774 +================================================================================ +Target: + display) + +Prediction: + hist.title, write_to, write_format, indent) + +================================================================================ +Example 1775 +================================================================================ +Target: + PublicIp=eip_or_aid) + +Prediction: + disassociate=disassociate) + +================================================================================ +Example 1776 +================================================================================ +Target: + metadata + +Prediction: + original_dtype, metadata + +================================================================================ +Example 1777 +================================================================================ +Target: + return json.loads(response.data.decode('utf-8')) + +Prediction: + return response.json() + +================================================================================ +Example 1778 +================================================================================ +Target: +'' + +Prediction: +None + +================================================================================ +Example 1779 +================================================================================ +Target: + raise ApiException(r) + +Prediction: + return r.json() + +================================================================================ +Example 1780 +================================================================================ +Target: +xml + +Prediction: +xml + +================================================================================ +Example 1781 +================================================================================ +Target: + args=(child_conn,), daemon=True) + +Prediction: + args=(child_conn,)) + +================================================================================ +Example 1782 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1783 +================================================================================ +Target: + return result + +Prediction: + return result + +================================================================================ +Example 1784 +================================================================================ +Target: + del self._teardown_callbacks + +Prediction: + if exceptions: + +================================================================================ +Example 1785 +================================================================================ +Target: + V = np.multiply.outer(scale, dim_map) + +Prediction: + transform = np.zeros((chroma.shape[0], chroma.shape[1])) + +================================================================================ +Example 1786 +================================================================================ +Target: + return r.json() + +Prediction: + return r.json() + +================================================================================ +Example 1787 +================================================================================ +Target: + if self.bucket != None: + +Prediction: + if reduced_redundancy: + +================================================================================ +Example 1788 +================================================================================ +Target: +close() + +Prediction: +close() + +================================================================================ +Example 1789 +================================================================================ +Target: +and \ + +Prediction: +and \ + +================================================================================ +Example 1790 +================================================================================ +Target: +req == 'add': + +Prediction: +req in ('read', 'write'): + +================================================================================ +Example 1791 +================================================================================ +Target: +ws.close() + +Prediction: +asyncio.gather(*tasks) + +================================================================================ +Example 1792 +================================================================================ +Target: + msg_plain = render_to_string('digest/email.txt', {'digest': digest, 'subject': subject}) + +Prediction: + return subject, users + +================================================================================ +Example 1793 +================================================================================ +Target: + c = y1 - m * x1 + +Prediction: + pcost = pcost + m * (x1 - x2) * (m / 2) + +================================================================================ +Example 1794 +================================================================================ +Target: +%m-%d-%H-%M') + +Prediction: +%m-%dT%H:%M:%S') + +================================================================================ +Example 1795 +================================================================================ +Target: + result.extend(rest) + +Prediction: + result.append(self._caster[dtype](rest)) + +================================================================================ +Example 1796 +================================================================================ +Target: + self.analysis_vm.attach_disk(new_disk) + +Prediction: + snapshot.save() + +================================================================================ +Example 1797 +================================================================================ +Target: +kwargs) # noqa: E501 + +Prediction: +kwargs) # noqa: E501 + +================================================================================ +Example 1798 +================================================================================ +Target: +AttributeError: + +Prediction: +AttributeError: + +================================================================================ +Example 1799 +================================================================================ +Target: +*kwargs) + +Prediction: +*kwargs) + +================================================================================ +Example 1800 +================================================================================ +Target: + self.accu_time += self.call_time + +Prediction: + else: + +================================================================================ +Example 1801 +================================================================================ +Target: + key = self._generate_key(options['encryption_passphrase_id'], + +Prediction: + key = self._get_key_info(algorithm['key_id']) + +================================================================================ +Example 1802 +================================================================================ +Target: +*color) + +Prediction: +color.red, color.green, color.blue) + +================================================================================ +Example 1803 +================================================================================ +Target: + output = self.read_until_pattern(pattern=pattern) + +Prediction: + output = self._read_channel_timing(pattern) + +================================================================================ +Example 1804 +================================================================================ +Target: + if channel_ids is None: + +Prediction: + return snippet_len_before + +================================================================================ +Example 1805 +================================================================================ +Target: + response = self.request('midas.thumbnailcreator.create.big.thumbnail', + +Prediction: + parameters['height'] = height + +================================================================================ +Example 1806 +================================================================================ +Target: + return default_offset + +Prediction: + return default_offset + +================================================================================ +Example 1807 +================================================================================ +Target: + else: + +Prediction: + self.sigs[signame].print_method = self.set_stop + +================================================================================ +Example 1808 +================================================================================ +Target: + mfd_width, + +Prediction: + mfd_width, + +================================================================================ +Example 1809 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1810 +================================================================================ +Target: +'f4' + +Prediction: +'f4' + +================================================================================ +Example 1811 +================================================================================ +Target: +'bbox'] + +Prediction: +'properties']['bbox'] + +================================================================================ +Example 1812 +================================================================================ +Target: + cfgname = groupdict['cfgname'] + +Prediction: + return groupdict['cfgname'] + +================================================================================ +Example 1813 +================================================================================ +Target: +== 1: + +Prediction: +> 0: + +================================================================================ +Example 1814 +================================================================================ +Target: +FORWARD_OUT) + +Prediction: +FORWARD_OUT) + +================================================================================ +Example 1815 +================================================================================ +Target: + self.log('%d files were updated by timestamp.' % self._numupdates) + +Prediction: + self.log('%d directories were updated.' % self._numupdates) + +================================================================================ +Example 1816 +================================================================================ +Target: +None: attr__o = None + +Prediction: +None: attr__ = None + +================================================================================ +Example 1817 +================================================================================ +Target: + for ts in new_tstructs: + +Prediction: + new_tstructs.close() + +================================================================================ +Example 1818 +================================================================================ +Target: +False + +Prediction: +descriptor.alt_pk is False + +================================================================================ +Example 1819 +================================================================================ +Target: + publish_data = { + +Prediction: + response = self.get(publish_url, params=publish_headers, headers=data) + +================================================================================ +Example 1820 +================================================================================ +Target: + from rqalpha.utils.config import get_mod_conf + +Prediction: + return tabulate(params, cmd, params) + +================================================================================ +Example 1821 +================================================================================ +Target: +dict( + +Prediction: +dict( + +================================================================================ +Example 1822 +================================================================================ +Target: +"Instances"][0]["PrivateIpAddress"] + +Prediction: +"InstanceId"] + +================================================================================ +Example 1823 +================================================================================ +Target: +StandardError: + +Prediction: +StandardError: + +================================================================================ +Example 1824 +================================================================================ +Target: +cfg_file) + +Prediction: +cfg_file) + +================================================================================ +Example 1825 +================================================================================ +Target: + }) + +Prediction: + }) + +================================================================================ +Example 1826 +================================================================================ +Target: + show = member.can_view_eighth + +Prediction: + hidden_members.append(member) + +================================================================================ +Example 1827 +================================================================================ +Target: += sorted("{}: {}".format(k, langs[k]) for k in langs) + +Prediction: += langs.split(',') + +================================================================================ +Example 1828 +================================================================================ +Target: + self._participant_identifier(), count) + +Prediction: + count) + +================================================================================ +Example 1829 +================================================================================ +Target: +df[col].unique()) + +Prediction: +df[col]) + +================================================================================ +Example 1830 +================================================================================ +Target: + select = False; # already selected + +Prediction: + if item is None: + +================================================================================ +Example 1831 +================================================================================ +Target: +== 'nfs': + +Prediction: +is None: + +================================================================================ +Example 1832 +================================================================================ +Target: += set() + +Prediction: += new_method + +================================================================================ +Example 1833 +================================================================================ +Target: +var) + +Prediction: +var) + +================================================================================ +Example 1834 +================================================================================ +Target: + registration_resp, registration_req) + +Prediction: + registration_resp, registration_req) + +================================================================================ +Example 1835 +================================================================================ +Target: +) ^ src.read()) + +Prediction: +)) + +================================================================================ +Example 1836 +================================================================================ +Target: += True + +Prediction: += True + +================================================================================ +Example 1837 +================================================================================ +Target: +realms) + +Prediction: +realms) + +================================================================================ +Example 1838 +================================================================================ +Target: + return iter([]) + +Prediction: + return None + +================================================================================ +Example 1839 +================================================================================ +Target: + plt.axis([0, bounds[1], 0, 1]) + +Prediction: + plt.scatter(Bc, S, sym) + +================================================================================ +Example 1840 +================================================================================ +Target: +(count, word) in items[:n]: + +Prediction: +i in range(n): + +================================================================================ +Example 1841 +================================================================================ +Target: +relpath(op.join(root, f), path) + +Prediction: +get_template_file(f) + +================================================================================ +Example 1842 +================================================================================ +Target: +permissions + +Prediction: +permissions, + +================================================================================ +Example 1843 +================================================================================ +Target: +urlunsplit((scheme, netloc, path, query, fragment)) + +Prediction: +urljoin(scheme, netloc, path, query) + +================================================================================ +Example 1844 +================================================================================ +Target: += 'string': + +Prediction: += 'redis': + +================================================================================ +Example 1845 +================================================================================ +Target: + if checkpoints.get("ensemble"): + +Prediction: + ["genome_resources", "variation", "gallina"], ["genome_resources", "variation", "gallina"], + +================================================================================ +Example 1846 +================================================================================ +Target: + return d + +Prediction: + if self.required: + +================================================================================ +Example 1847 +================================================================================ +Target: + '/usr/local/bin', + +Prediction: + ] + +================================================================================ +Example 1848 +================================================================================ +Target: + raise CommandException('IOError: %s' % (e, )) + +Prediction: + print(e) + +================================================================================ +Example 1849 +================================================================================ +Target: + "Multiple instances with same path {0!A}", + +Prediction: + "Delete instance {0!A} from {1!A}", + +================================================================================ +Example 1850 +================================================================================ +Target: +values() + +Prediction: +values() + +================================================================================ +Example 1851 +================================================================================ +Target: + version = __get_version_skesa()["version"] + +Prediction: + else: + +================================================================================ +Example 1852 +================================================================================ +Target: + return None if x is None else [_to_instance(x)] + +Prediction: + else: + +================================================================================ +Example 1853 +================================================================================ +Target: + assert np.all(arr <= M) + +Prediction: + assert np.all(arr <= M) + +================================================================================ +Example 1854 +================================================================================ +Target: +in removed_files: + +Prediction: +in removed_files: + +================================================================================ +Example 1855 +================================================================================ +Target: + fh.close() + +Prediction: + fh.close() + +================================================================================ +Example 1856 +================================================================================ +Target: +1): + +Prediction: +1): + +================================================================================ +Example 1857 +================================================================================ +Target: + setter) + +Prediction: + schema=schema, field) + +================================================================================ +Example 1858 +================================================================================ +Target: + entity_kind_name, + +Prediction: + params, + +================================================================================ +Example 1859 +================================================================================ +Target: +append(__ll) + +Prediction: +append(__ll) + +================================================================================ +Example 1860 +================================================================================ +Target: + return e + +Prediction: + return e + +================================================================================ +Example 1861 +================================================================================ +Target: +NewID + +Prediction: +NewID + +================================================================================ +Example 1862 +================================================================================ +Target: +dups + +Prediction: +dups + +================================================================================ +Example 1863 +================================================================================ +Target: +0): + +Prediction: +None, + +================================================================================ +Example 1864 +================================================================================ +Target: + events["onsets"].append(index) + +Prediction: + index += 1 + +================================================================================ +Example 1865 +================================================================================ +Target: +DB_FILE)) + +Prediction: +_loadDB(directory))) + +================================================================================ +Example 1866 +================================================================================ +Target: += "%s/%s" %(destination, subfolder) + +Prediction: ++= subfolder + +================================================================================ +Example 1867 +================================================================================ +Target: +self._client._connection.api_request, + +Prediction: +self._get_api_request( + +================================================================================ +Example 1868 +================================================================================ +Target: + if kdf is None: + +Prediction: + if iterations is None: + +================================================================================ +Example 1869 +================================================================================ +Target: + self._var_sum.assign(tf.zeros_like(self._var_sum))) + +Prediction: + self._std.assign(tf.zeros_like(self._std)), + +================================================================================ +Example 1870 +================================================================================ +Target: + return xaxis, yaxis + +Prediction: + else: + +================================================================================ +Example 1871 +================================================================================ +Target: +default + +Prediction: +default + +================================================================================ +Example 1872 +================================================================================ +Target: +_parallel) + +Prediction: +_readonly) + +================================================================================ +Example 1873 +================================================================================ +Target: + roundCap=roundCap, morph=morph, closePath=closePath) + +Prediction: + closePath=closePath, roundCap=roundCap, overlay=overlay) + +================================================================================ +Example 1874 +================================================================================ +Target: + (data) = self.charts_slug_pollster_trendlines_tsv_get_with_http_info(slug, **kwargs) + +Prediction: + (data) = self.charts_slug_pollster_trendlines_tsv_get_with_http_info(slug, **kwargs) + +================================================================================ +Example 1875 +================================================================================ +Target: +_track_changes() + +Prediction: +__attendees.append(attendees) + +================================================================================ +Example 1876 +================================================================================ +Target: + subprocess.Popen([conf.prog.pdfreader, fname+".pdf"]) + +Prediction: + return filename + +================================================================================ +Example 1877 +================================================================================ +Target: + for line in comment.split('\n'): + +Prediction: + fdesc.write('# Time, End Time, Label, Time, End Time, Label\n') + +================================================================================ +Example 1878 +================================================================================ +Target: + return output + +Prediction: + return output + +================================================================================ +Example 1879 +================================================================================ +Target: +KeyError: + +Prediction: +IndexError: + +================================================================================ +Example 1880 +================================================================================ +Target: + return None + +Prediction: + return None + +================================================================================ +Example 1881 +================================================================================ +Target: + table = self._connections + +Prediction: + table = self._int_connections[key] + +================================================================================ +Example 1882 +================================================================================ +Target: += perceval.archive.ArchiveManager(archive_path) + +Prediction: += ArchiveManager(archive_path) + +================================================================================ +Example 1883 +================================================================================ +Target: + if n_prev > end_sample: + +Prediction: + if n_samples > end_sample: + +================================================================================ +Example 1884 +================================================================================ +Target: + self.current_branch, max_count=max_revisions + +Prediction: + path, max_revisions): + +================================================================================ +Example 1885 +================================================================================ +Target: +uinteger) + +Prediction: +uinteger) + +================================================================================ +Example 1886 +================================================================================ +Target: + 0, # target_component + +Prediction: + self.settings.target_computer, + +================================================================================ +Example 1887 +================================================================================ +Target: += 'O': + +Prediction: += 'f': + +================================================================================ +Example 1888 +================================================================================ +Target: + 'auth_ipaddress': kwargs.pop('auth_ipaddress', ''), + +Prediction: + 'auth_password': kwargs.pop('auth_password', 1813), + +================================================================================ +Example 1889 +================================================================================ +Target: + state = 'caption' + +Prediction: + if state == 1: + +================================================================================ +Example 1890 +================================================================================ +Target: + apk_add_version = True + +Prediction: + + +================================================================================ +Example 1891 +================================================================================ +Target: +KeyError: + +Prediction: +KeyError: + +================================================================================ +Example 1892 +================================================================================ +Target: +license) + +Prediction: +license) + +================================================================================ +Example 1893 +================================================================================ +Target: + "name" : workspace + +Prediction: + "name" : new_name, + +================================================================================ +Example 1894 +================================================================================ +Target: + name, param.validated_value + +Prediction: + params = param.many + +================================================================================ +Example 1895 +================================================================================ +Target: + response.get('pid', None) != + +Prediction: + response.get('success', False)): + +================================================================================ +Example 1896 +================================================================================ +Target: + sis = copy.copy(mom) + +Prediction: + for cut_point in cut_points: + +================================================================================ +Example 1897 +================================================================================ +Target: + }) + +Prediction: + }) + +================================================================================ +Example 1898 +================================================================================ +Target: + continue + +Prediction: + res = env.eval(name, env.strip_namespace(name)) + +================================================================================ +Example 1899 +================================================================================ +Target: + continue + +Prediction: + else: + +================================================================================ +Example 1900 +================================================================================ +Target: + self.selection_history_indices[name] += 1 + +Prediction: + if next is not None: + +================================================================================ +Example 1901 +================================================================================ +Target: +_createEmptyJobGraphForJob(jobStore=jobStore, predecessorNumber=0) + +Prediction: +_createJobGraph() + +================================================================================ +Example 1902 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1903 +================================================================================ +Target: + "cstime": random.randint(0, 999999999), + +Prediction: + "created": random.randint(0, 999999999), + +================================================================================ +Example 1904 +================================================================================ +Target: + self._id = None + +Prediction: + self._remove_from_world_callback() + +================================================================================ +Example 1905 +================================================================================ +Target: + self.heating_rate['Ts'] = np.array(-self.LW_flux_net[..., -1, np.newaxis]) + 0.*self.Ts + +Prediction: + LWheating_clr_Wm2 = np.array(np.diff(self.LW_flux_net_clr, axis=-1)) + 0.*self.Tatm + +================================================================================ +Example 1906 +================================================================================ +Target: + if text.startswith(prefix): + +Prediction: + if prefix in text: + +================================================================================ +Example 1907 +================================================================================ +Target: + ), + +Prediction: + ) + +================================================================================ +Example 1908 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1909 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1910 +================================================================================ +Target: +*dump_kwargs) + +Prediction: +*dump_kwargs) + +================================================================================ +Example 1911 +================================================================================ +Target: +most_pop['country_code3'] + +Prediction: +most_pop + +================================================================================ +Example 1912 +================================================================================ +Target: +response_object + +Prediction: +response_object + +================================================================================ +Example 1913 +================================================================================ +Target: + out = np.ndarray(args[0].shape) + +Prediction: + if remain == 0: + +================================================================================ +Example 1914 +================================================================================ +Target: + return result + +Prediction: + return result + +================================================================================ +Example 1915 +================================================================================ +Target: + logger.info("Adapter is set up in config file, but trim_reads is not true." + +Prediction: + if not is_4n: + +================================================================================ +Example 1916 +================================================================================ +Target: + _LoadAuditEvents( + +Prediction: + self._GetRows(get_report_args) + +================================================================================ +Example 1917 +================================================================================ +Target: + return 80 + +Prediction: + else: + +================================================================================ +Example 1918 +================================================================================ +Target: +energies) + +Prediction: +energies) + +================================================================================ +Example 1919 +================================================================================ +Target: +self.valueparse.decode(res.result)) + +Prediction: +res) + +================================================================================ +Example 1920 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 1921 +================================================================================ +Target: +pwd_dir_path, dump_file_name + +Prediction: +dump_file_name + +================================================================================ +Example 1922 +================================================================================ +Target: +not None: + +Prediction: +not None: + +================================================================================ +Example 1923 +================================================================================ +Target: + if fqdn: + +Prediction: + return Hostname(fqdn, hostname, domain) + +================================================================================ +Example 1924 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1925 +================================================================================ +Target: + -1: + +Prediction: + -1: + +================================================================================ +Example 1926 +================================================================================ +Target: + return template.render(results) + +Prediction: + results.render(template) + +================================================================================ +Example 1927 +================================================================================ +Target: + addresses=[addy.address], + +Prediction: + self.adapter, addy.address, count) + +================================================================================ +Example 1928 +================================================================================ +Target: + try: + +Prediction: + self._class.__init__(self, identified) + +================================================================================ +Example 1929 +================================================================================ +Target: + while data not in ('Y', 'J', 'N', '1', '0'): + +Prediction: + if data_type == 'int': + +================================================================================ +Example 1930 +================================================================================ +Target: + xml) + +Prediction: + xml) + +================================================================================ +Example 1931 +================================================================================ +Target: + return model_admin.changelist_view(request) + +Prediction: + model_admin.save() + +================================================================================ +Example 1932 +================================================================================ +Target: +not in ['ExternalCommand']: + +Prediction: +is not None: + +================================================================================ +Example 1933 +================================================================================ +Target: +re.match(CALC_REGEX, f) + +Prediction: +re.match(r'^([^/]+)\.([^/]+)$', f) + +================================================================================ +Example 1934 +================================================================================ +Target: + event['stm'].id, + +Prediction: + + +================================================================================ +Example 1935 +================================================================================ +Target: + return len(uris) + +Prediction: + return data + +================================================================================ +Example 1936 +================================================================================ +Target: + elif urlDir: + +Prediction: + else: + +================================================================================ +Example 1937 +================================================================================ +Target: +event_handlers: + +Prediction: +style: + +================================================================================ +Example 1938 +================================================================================ +Target: +obj + +Prediction: +obj + +================================================================================ +Example 1939 +================================================================================ +Target: + if verbose: + +Prediction: + return name + +================================================================================ +Example 1940 +================================================================================ +Target: +format(l)) + +Prediction: +format(u)) + +================================================================================ +Example 1941 +================================================================================ +Target: +d apache2 disable') + +Prediction: +d services disable') + +================================================================================ +Example 1942 +================================================================================ +Target: + except: + +Prediction: + except HTTPError as e: + +================================================================================ +Example 1943 +================================================================================ +Target: + raise TerminateState(f'Process exited correctly. Code: {error_code}') + +Prediction: + logger.info("TERMINATE PROC_%02d %x", procid) + +================================================================================ +Example 1944 +================================================================================ +Target: + outside, diff + +Prediction: + outside + +================================================================================ +Example 1945 +================================================================================ +Target: + raise ValueError("Unknown pypcap network interface %r" % pcap_name) + +Prediction: + return False + +================================================================================ +Example 1946 +================================================================================ +Target: + or isinstance(apdu, ErrorPDU) \ + +Prediction: + or isinstance(apdu, SimpleAckPDU): + +================================================================================ +Example 1947 +================================================================================ +Target: +SPDXValueError: + +Prediction: +CardinalityError: + +================================================================================ +Example 1948 +================================================================================ +Target: + return messages + +Prediction: + return messages + +================================================================================ +Example 1949 +================================================================================ +Target: + new_location + +Prediction: + self._tag_location + +================================================================================ +Example 1950 +================================================================================ +Target: + if n > index: index = 1 + +Prediction: + index += n + +================================================================================ +Example 1951 +================================================================================ +Target: +or 1x3 ndarray') + +Prediction: +or a numpy array') + +================================================================================ +Example 1952 +================================================================================ +Target: +results + +Prediction: +results + +================================================================================ +Example 1953 +================================================================================ +Target: + getFirstElementCustomFilter(filterFunc, child) + +Prediction: + getFirstElementCustomFilter(child) + +================================================================================ +Example 1954 +================================================================================ +Target: + if not dep[1] in relations: + +Prediction: + counter += dep.get(term_id) + +================================================================================ +Example 1955 +================================================================================ +Target: +is not None: + +Prediction: +is not None: + +================================================================================ +Example 1956 +================================================================================ +Target: +get_logs_handler(handle_job_info=True, + +Prediction: +get_logs_handler, + +================================================================================ +Example 1957 +================================================================================ +Target: + raise + +Prediction: + dset = h5py.File.__getitem__(self.hdf5, key) + +================================================================================ +Example 1958 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1959 +================================================================================ +Target: + if (self.type == 'Output'): + +Prediction: + print("=============================") + +================================================================================ +Example 1960 +================================================================================ +Target: +" in parsed.netloc: + +Prediction: +//" in parsed: + +================================================================================ +Example 1961 +================================================================================ +Target: +repeat('', self.state_size)) + +Prediction: +repeat('', self.state_size)) + +================================================================================ +Example 1962 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 1963 +================================================================================ +Target: + crud_valid=False, + +Prediction: + crud_status=False, + +================================================================================ +Example 1964 +================================================================================ +Target: +# noqa: E501 + +Prediction: +# noqa: E501 + +================================================================================ +Example 1965 +================================================================================ +Target: + count += 1 + +Prediction: + count += 1 + +================================================================================ +Example 1966 +================================================================================ +Target: + file_path = "%s.%d.%d" % ( + +Prediction: + return total_size + +================================================================================ +Example 1967 +================================================================================ +Target: + else: + +Prediction: + self.doc.append(doc) + +================================================================================ +Example 1968 +================================================================================ +Target: + eta = ' '.join(eta.split(' ')[:2]) # Only show up to two units (h and m, no s for example). + +Prediction: + return '' + +================================================================================ +Example 1969 +================================================================================ +Target: + 6: + +Prediction: + 24 <= locator[4] <= 23: + +================================================================================ +Example 1970 +================================================================================ +Target: +X_feat[train] + +Prediction: +X_feat[train] + +================================================================================ +Example 1971 +================================================================================ +Target: + return [] + +Prediction: + return self._highlightBracket(blockText[columnIndex - 1], qpart, block, columnIndex) + +================================================================================ +Example 1972 +================================================================================ +Target: += False + +Prediction: += ret['success'] + +================================================================================ +Example 1973 +================================================================================ +Target: +projection(a): # noqa + +Prediction: +u_projection_function(a): + +================================================================================ +Example 1974 +================================================================================ +Target: + raise ValueError('Unknown sample type: %d', self.sample_type) + +Prediction: + return self.sample_size * self.channels + +================================================================================ +Example 1975 +================================================================================ +Target: + htree[n] = p + +Prediction: + htree[n] = p + +================================================================================ +Example 1976 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1977 +================================================================================ +Target: +choices + +Prediction: +result: + +================================================================================ +Example 1978 +================================================================================ +Target: +value) + +Prediction: +value) + +================================================================================ +Example 1979 +================================================================================ +Target: +None} + +Prediction: +batch_id, + +================================================================================ +Example 1980 +================================================================================ +Target: + except (TypeError, ValueError): + +Prediction: + except (TypeError, ValueError): + +================================================================================ +Example 1981 +================================================================================ +Target: + osr_SpatialReference() + +Prediction: + gdal.GetSRS(geotrans) + +================================================================================ +Example 1982 +================================================================================ +Target: + if res.status_code == 201: + +Prediction: + return res + +================================================================================ +Example 1983 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1984 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1985 +================================================================================ +Target: +parts) + +Prediction: +*parts) + +================================================================================ +Example 1986 +================================================================================ +Target: + if stride_trick: + +Prediction: + padsignal = numpy.concatenate((padsig, padsignal)) + +================================================================================ +Example 1987 +================================================================================ +Target: +add_message(request, messages.ERROR, MESSAGES['THREAD_ERROR']) + +Prediction: +add_error(request, _("Please check the form below")) + +================================================================================ +Example 1988 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1989 +================================================================================ +Target: +rc + +Prediction: +rc + +================================================================================ +Example 1990 +================================================================================ +Target: +sum1 + +Prediction: +sum1 + +================================================================================ +Example 1991 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 1992 +================================================================================ +Target: + return self._deserialize('TaskAgent', response) + +Prediction: + return response + +================================================================================ +Example 1993 +================================================================================ +Target: +request, '_session_identity', identity) + +Prediction: +request, '_session_identity', identity) + +================================================================================ +Example 1994 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1995 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1996 +================================================================================ +Target: +'static','media','wsgi','webconf']: + +Prediction: +'services']: + +================================================================================ +Example 1997 +================================================================================ +Target: + self._clock_divisor = clock_divisor + +Prediction: + return True + +================================================================================ +Example 1998 +================================================================================ +Target: +read_input_registers + +Prediction: +read_input_registers + +================================================================================ +Example 1999 +================================================================================ +Target: + return dotdot + +Prediction: + return dotdot + +================================================================================ +Example 2000 +================================================================================ +Target: +'timezone') + +Prediction: +'timezone') + diff --git a/routing_rerun/N_6.0/eval_results/predictions_model_final.txt b/routing_rerun/N_6.0/eval_results/predictions_model_final.txt new file mode 100644 index 0000000000000000000000000000000000000000..752e0330ffce306c3a5794cc2b1e3b6b34cce8fb --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/predictions_model_final.txt @@ -0,0 +1,18000 @@ +================================================================================ +Example 1 +================================================================================ +Target: + pcpid = h.get_pid(pcpid) + +Prediction: + return h.get_distinct_value_props(pcpid) + +================================================================================ +Example 2 +================================================================================ +Target: + return is_suicide or is_check_by_dropping_pawn + +Prediction: + return is_suicide and is_check_by_dropping_pawn + +================================================================================ +Example 3 +================================================================================ +Target: +self))) + +Prediction: +self))) + +================================================================================ +Example 4 +================================================================================ +Target: + if content == '': + +Prediction: + if content == '': + +================================================================================ +Example 5 +================================================================================ +Target: +1 == 0 for i in vals if i]): + +Prediction: +float(val) for val in vals]): + +================================================================================ +Example 6 +================================================================================ +Target: + else: + +Prediction: + environment.setenvironment = key + +================================================================================ +Example 7 +================================================================================ +Target: + return json.dumps(convert_to_dict(obj), **kwargs) + +Prediction: + return obj.dumps(**kwargs) + +================================================================================ +Example 8 +================================================================================ +Target: +module, CONFIGS_MODULE_ATTR) + +Prediction: +module, 'configuration', None) + +================================================================================ +Example 9 +================================================================================ +Target: +_scope_stack = [] + +Prediction: +sensor_graph.set_allocator(allocator) + +================================================================================ +Example 10 +================================================================================ +Target: +or \ + +Prediction: +or \ + +================================================================================ +Example 11 +================================================================================ +Target: + max_retries, + +Prediction: + max_retries, + +================================================================================ +Example 12 +================================================================================ +Target: + params['until'] = until + +Prediction: + params['until'] = until + +================================================================================ +Example 13 +================================================================================ +Target: + mongodb_host['dbs']) + +Prediction: + mongodb_host['dbs']) + +================================================================================ +Example 14 +================================================================================ +Target: + return points + +Prediction: + return points + +================================================================================ +Example 15 +================================================================================ +Target: += False + +Prediction: += False + +================================================================================ +Example 16 +================================================================================ +Target: + op = params.pop('op') + +Prediction: + options['op'] = '%s%s' % (options['op]', self._options['op], query) + +================================================================================ +Example 17 +================================================================================ +Target: += re.split(r"\r\n|\r|\n", message) + +Prediction: += [] + +================================================================================ +Example 18 +================================================================================ +Target: +hour = local.tm_hour + +Prediction: +hour = local.tm_hour + +================================================================================ +Example 19 +================================================================================ +Target: += value._state + +Prediction: += self.get_model_master_model(model_field) + +================================================================================ +Example 20 +================================================================================ +Target: + No data: queue is empty ") + +Prediction: + no data queue specified") + +================================================================================ +Example 21 +================================================================================ +Target: + (w, h) = image_shape(thumb) + +Prediction: + x, y = py, py + +================================================================================ +Example 22 +================================================================================ +Target: +from DataCite", + +Prediction: +for PID {}", self.pid.pid_value) + +================================================================================ +Example 23 +================================================================================ +Target: + query_parameters=urlparse(data['next']).query, + +Prediction: + qualifiers=query) + +================================================================================ +Example 24 +================================================================================ +Target: +wrapper + +Prediction: +wrapper + +================================================================================ +Example 25 +================================================================================ +Target: +append(section) + +Prediction: +append(section) + +================================================================================ +Example 26 +================================================================================ +Target: +clear_trace_entities() + +Prediction: +set_trace_entity(segment) + +================================================================================ +Example 27 +================================================================================ +Target: + 'of an addon.') + +Prediction: + 'or to add a specific addon.xml file.') + +================================================================================ +Example 28 +================================================================================ +Target: + self.get_session.commit() + +Prediction: + self.session.commit() + +================================================================================ +Example 29 +================================================================================ +Target: + for t, v in list(e['tags'].items()): + +Prediction: + way['tags'] = e['tags'] + +================================================================================ +Example 30 +================================================================================ +Target: +level) + +Prediction: +level) + +================================================================================ +Example 31 +================================================================================ +Target: += [part_symbolic(rho[i, j], s)] + +Prediction: += [rho[i]*rho[j]] + +================================================================================ +Example 32 +================================================================================ +Target: += DRIZ_KEYWORDS.copy() + +Prediction: += _geom + +================================================================================ +Example 33 +================================================================================ +Target: + 1e-6, v, v) + +Prediction: + 2e-6, v, v) + +================================================================================ +Example 34 +================================================================================ +Target: +echo('Deleting your vlan.') + +Prediction: +_progress_bar(opers, opers) + +================================================================================ +Example 35 +================================================================================ +Target: +writeto(fitsname) + +Prediction: +write(fits.BinTable(tbhdu,filename=full_name,array=[0.0,0.0,0.0])) + +================================================================================ +Example 36 +================================================================================ +Target: + body += line + '\n' + +Prediction: + body += line + '\n' + +================================================================================ +Example 37 +================================================================================ +Target: +input_dict + +Prediction: +input_dict + +================================================================================ +Example 38 +================================================================================ +Target: +compare_fields]).all(): + +Prediction: +i]]): + +================================================================================ +Example 39 +================================================================================ +Target: +zipcontent + +Prediction: +root_in_zip + +================================================================================ +Example 40 +================================================================================ +Target: +entry in string_list] + +Prediction: +entry in string_list] + +================================================================================ +Example 41 +================================================================================ +Target: + formatted_print( + +Prediction: + return { + +================================================================================ +Example 42 +================================================================================ +Target: +"Your IPython version is older than " + +Prediction: +"You need to use IPython 3.x or later. Found 3.x") + +================================================================================ +Example 43 +================================================================================ +Target: +fig + +Prediction: +fig + +================================================================================ +Example 44 +================================================================================ +Target: + (data) = cls._list_all_payments_with_http_info(**kwargs) + +Prediction: + (data) = cls._list_all_payments_with_http_info(**kwargs) + +================================================================================ +Example 45 +================================================================================ +Target: + audit( + +Prediction: + if deleted: + +================================================================================ +Example 46 +================================================================================ +Target: +lower() + +Prediction: +lower() + +================================================================================ +Example 47 +================================================================================ +Target: +version: %s" % VERSION) + +Prediction: +version {0}".format(mrq_version) + +================================================================================ +Example 48 +================================================================================ +Target: + self.coregenomes.append(gene_name) + +Prediction: + continue + +================================================================================ +Example 49 +================================================================================ +Target: + return None if devices is None else devices.pop() + +Prediction: + return devices[0] + +================================================================================ +Example 50 +================================================================================ +Target: + data=resource, + +Prediction: + resource=resource, + +================================================================================ +Example 51 +================================================================================ +Target: +[]): + +Prediction: +[]): + +================================================================================ +Example 52 +================================================================================ +Target: +in definition: + +Prediction: +in definition.keys(): + +================================================================================ +Example 53 +================================================================================ +Target: + else: + +Prediction: + reader.set_tensors(variable_map) + +================================================================================ +Example 54 +================================================================================ +Target: + return kwargs + +Prediction: + kwargs.setdefault('close_fds', CONSOLE_CREATION_FLAGS) + +================================================================================ +Example 55 +================================================================================ +Target: + obs.turn_physical_off() + +Prediction: + X,Y,Z = coords.galcencyl_to_XYZ(\ + +================================================================================ +Example 56 +================================================================================ +Target: + (subcuri, subid) = re.split(r':', sub) + +Prediction: + curie = curie_map[prd] + +================================================================================ +Example 57 +================================================================================ +Target: +which can result in ' + +Prediction: +conversion.' + +================================================================================ +Example 58 +================================================================================ +Target: + iquery.query = str(self.resolve_option("query")) + +Prediction: + else: + +================================================================================ +Example 59 +================================================================================ +Target: + worker = Availabilities_worker(hdf5_file, '/aff_prop_group', + +Prediction: + pid = Process(pid=i) + +================================================================================ +Example 60 +================================================================================ +Target: + else: + +Prediction: + flags = flags.get_flags(file_dict, creator, creator) + +================================================================================ +Example 61 +================================================================================ +Target: +DictType): + +Prediction: +Dict): + +================================================================================ +Example 62 +================================================================================ +Target: + return Tag.objects.filter(name__in=[t.name for t in tags_entry_published]) + +Prediction: + if tags_entry_published: + +================================================================================ +Example 63 +================================================================================ +Target: + return status + +Prediction: + return status + +================================================================================ +Example 64 +================================================================================ +Target: + mod_peer_cmd + +Prediction: + iapp_name + +================================================================================ +Example 65 +================================================================================ +Target: + params['%s.member.%d.%s.%s' % (label, i, k, kk)] = vv + +Prediction: + if kk != '_id': + +================================================================================ +Example 66 +================================================================================ +Target: + major.minor-stage + +Prediction: + major.minor.build (spaces will be replaced with '-') + +================================================================================ +Example 67 +================================================================================ +Target: + try: + +Prediction: + return Response(movie=tmdb_id) + +================================================================================ +Example 68 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 69 +================================================================================ +Target: + 2 + +Prediction: + 1 + +================================================================================ +Example 70 +================================================================================ +Target: + registry, sys.stdin, deref=True) + +Prediction: + args.registry, + +================================================================================ +Example 71 +================================================================================ +Target: + raise + +Prediction: + raise + +================================================================================ +Example 72 +================================================================================ +Target: + if password: + +Prediction: + if password: + +================================================================================ +Example 73 +================================================================================ +Target: + return value + +Prediction: + return value + +================================================================================ +Example 74 +================================================================================ +Target: + schema, + +Prediction: + schema, self.schemas + +================================================================================ +Example 75 +================================================================================ +Target: +add_scheme(ColorScheme( + +Prediction: +add_scheme(ex_colors.copy()) + +================================================================================ +Example 76 +================================================================================ +Target: +self + +Prediction: +self + +================================================================================ +Example 77 +================================================================================ +Target: + return sql + +Prediction: + else: + +================================================================================ +Example 78 +================================================================================ +Target: + return Location() + +Prediction: + if self.county: + +================================================================================ +Example 79 +================================================================================ +Target: +**kwargs) + +Prediction: +**kwargs) + +================================================================================ +Example 80 +================================================================================ +Target: + pass + +Prediction: + parent_rsib_desc['leaf'] = parent_rsib_desc['leaf'] + 1 + +================================================================================ +Example 81 +================================================================================ +Target: + on1 = np.cross(on2, nv) + +Prediction: + on1 = on1 / spla.norm(nv) + +================================================================================ +Example 82 +================================================================================ +Target: + elif self._is_header_line: + +Prediction: + if not self._cur_sub_section == SUBSECTION_ANALYTE_RESULT: + +================================================================================ +Example 83 +================================================================================ +Target: +models.Part, + +Prediction: +labels.NodeLabels, + +================================================================================ +Example 84 +================================================================================ +Target: + sense = line.split('=>')[1].strip(' ').strip('\n') + +Prediction: + thingData = line.split('\t') + +================================================================================ +Example 85 +================================================================================ +Target: + if store_task: + +Prediction: + self._periodic_tasks.append(task) + +================================================================================ +Example 86 +================================================================================ +Target: + 'rb') + +Prediction: + 'rb') + +================================================================================ +Example 87 +================================================================================ +Target: += kwargs.pop('last_rcvd_ifindex') + +Prediction: += kwargs.pop('last_rcvd_ifindex') + +================================================================================ +Example 88 +================================================================================ +Target: +extend(glob(pngs)) + +Prediction: +extend(imgs) + +================================================================================ +Example 89 +================================================================================ +Target: + if level: + +Prediction: + level = int(level) + +================================================================================ +Example 90 +================================================================================ +Target: +in data.items(): + +Prediction: +in data.items(): + +================================================================================ +Example 91 +================================================================================ +Target: +setFormatter(_formatter) + +Prediction: +setFormatter(_formatter) + +================================================================================ +Example 92 +================================================================================ +Target: + self.__active_pixmap = value + +Prediction: + self.__active_pixmap = value + +================================================================================ +Example 93 +================================================================================ +Target: +origSeq + +Prediction: +res + +================================================================================ +Example 94 +================================================================================ +Target: + names.append(name) + +Prediction: + names.append(name) + +================================================================================ +Example 95 +================================================================================ +Target: +have a non None function to fill the pool.") + +Prediction: +be initalized by itself.") + +================================================================================ +Example 96 +================================================================================ +Target: +"" + +Prediction: +node.text + +================================================================================ +Example 97 +================================================================================ +Target: + return [word.lower() for word in phrase if word.lower() not in stopwords] + +Prediction: + for stopword in stopwords: + +================================================================================ +Example 98 +================================================================================ +Target: +parsed_version + +Prediction: +version + +================================================================================ +Example 99 +================================================================================ +Target: + return Client(origin) + +Prediction: + return Client(profile, origin) + +================================================================================ +Example 100 +================================================================================ +Target: + handler = BaseHandler() + +Prediction: + request.LEONARDO_CONFIG.set_default_request_factory(request_factory) + +================================================================================ +Example 101 +================================================================================ +Target: + return gate_group + +Prediction: + gate_group.add_argument("--psd-overwhitened", action="store_true", + +================================================================================ +Example 102 +================================================================================ +Target: +_get_level_values(i) for o in other] + +Prediction: +index(label) for label in label] + +================================================================================ +Example 103 +================================================================================ +Target: +do_rv_grav: + +Prediction: +_gravitational_redshift: + +================================================================================ +Example 104 +================================================================================ +Target: + level = "QUIET" + +Prediction: + level = "QUIET" + +================================================================================ +Example 105 +================================================================================ +Target: +deploy( + +Prediction: +deploy(initial_instance_count, instance_type, endpoint_name=update_endpoint) + +================================================================================ +Example 106 +================================================================================ +Target: + result.update(self.get_level_methods(sub_level)) + +Prediction: + result.add(self.__levels[sub_level]) + +================================================================================ +Example 107 +================================================================================ +Target: + ignore + +Prediction: + str + +================================================================================ +Example 108 +================================================================================ +Target: +index.name + +Prediction: +columns + +================================================================================ +Example 109 +================================================================================ +Target: + ' for immediate snapshot cancellation' % volume_id) + +Prediction: + % volume_id) + +================================================================================ +Example 110 +================================================================================ +Target: +classify.accuracy(self.classifier, test_features) + +Prediction: +Test.accuracy(test_features, format) + +================================================================================ +Example 111 +================================================================================ +Target: +next_states; + +Prediction: +self._outputs_buffer + [next_states]; + +================================================================================ +Example 112 +================================================================================ +Target: + np.append(richness, parabola.vertex_x) + +Prediction: + (richness - 1.) / (2. * loglike) + +================================================================================ +Example 113 +================================================================================ +Target: + name + +Prediction: + name + +================================================================================ +Example 114 +================================================================================ +Target: + liveform.FORM_INPUT, + +Prediction: + type=str, + +================================================================================ +Example 115 +================================================================================ +Target: +client_secret)) + +Prediction: +client_secret)) + +================================================================================ +Example 116 +================================================================================ +Target: + except StopIteration: + +Prediction: + except StopIteration: + +================================================================================ +Example 117 +================================================================================ +Target: + logger_start.info("found excel files: {}".format(len(files[".xls"]))) + +Prediction: + for file in files[".xls"]: + +================================================================================ +Example 118 +================================================================================ +Target: + Parser.run(row, reader) + +Prediction: + data.append(self._deserialize_row(row)) + +================================================================================ +Example 119 +================================================================================ +Target: +)[key] + +Prediction: +)[key] + +================================================================================ +Example 120 +================================================================================ +Target: +exponential distribution with changing mean + +Prediction: +exponential distribution + +================================================================================ +Example 121 +================================================================================ +Target: +]] + +Prediction: +]] + +================================================================================ +Example 122 +================================================================================ +Target: + if tag is None: + +Prediction: + else: + +================================================================================ +Example 123 +================================================================================ +Target: +compatibility_constraints) + +Prediction: +compatibility_constraints) + +================================================================================ +Example 124 +================================================================================ +Target: +func + +Prediction: +func + +================================================================================ +Example 125 +================================================================================ +Target: +-1]) + +Prediction: +i]) + +================================================================================ +Example 126 +================================================================================ +Target: + (status == "3" and not std3_rules) or + +Prediction: + status == "D"): + +================================================================================ +Example 127 +================================================================================ +Target: +_insert(index, self.default_padding) + +Prediction: +_insert(index, 0) + +================================================================================ +Example 128 +================================================================================ +Target: + PluginAPI, + +Prediction: + PluginListAPI, + +================================================================================ +Example 129 +================================================================================ +Target: +|= v + +Prediction: += v + +================================================================================ +Example 130 +================================================================================ +Target: + rc = lib.crypto_shorthash_siphashx24(digest, data, len(data), key) + +Prediction: + digest[0] = key[0] + +================================================================================ +Example 131 +================================================================================ +Target: +createByeMessage(env) + +Prediction: +createByeMessage(env) + +================================================================================ +Example 132 +================================================================================ +Target: + else: + +Prediction: + models.Customer.objects.filter(id=customer_data.get("id", "")).delete() + +================================================================================ +Example 133 +================================================================================ +Target: +GzipFile(fileobj=buff, mode='r') + +Prediction: +GzipFile(archive_mode=mode='wb') + +================================================================================ +Example 134 +================================================================================ +Target: + elif len(text_file) == 0: + +Prediction: + return self.ERROR_EXIT_CODE + +================================================================================ +Example 135 +================================================================================ +Target: + created and must not exist prior to this call. + +Prediction: + None + +================================================================================ +Example 136 +================================================================================ +Target: + False + +Prediction: + True + +================================================================================ +Example 137 +================================================================================ +Target: +# Weaker match + +Prediction: +# Already overlay + +================================================================================ +Example 138 +================================================================================ +Target: +"Person Name", + +Prediction: +"Pointer String", + +================================================================================ +Example 139 +================================================================================ +Target: +field == 'bool_value': + +Prediction: +field == 'list_value': + +================================================================================ +Example 140 +================================================================================ +Target: + parent = parent.parent + +Prediction: + parent = parent.parent + +================================================================================ +Example 141 +================================================================================ +Target: + "name": name, + +Prediction: + 'name': name, + +================================================================================ +Example 142 +================================================================================ +Target: + sys.stdout.write('\rRunning %s: %d/%d' % (os.path.basename(model), (it+1), iters)) + +Prediction: + inference_times.append( + +================================================================================ +Example 143 +================================================================================ +Target: +True + +Prediction: +variables[''] + +================================================================================ +Example 144 +================================================================================ +Target: +output) + +Prediction: +output, + +================================================================================ +Example 145 +================================================================================ +Target: +value + +Prediction: +False + +================================================================================ +Example 146 +================================================================================ +Target: + commands = self._get_select_commands(source, tables) + +Prediction: + self.queries = self.queries + +================================================================================ +Example 147 +================================================================================ +Target: + t2, shape_checker_function) + +Prediction: + shape_checker_function, arg_types, exclude) + +================================================================================ +Example 148 +================================================================================ +Target: + self.height, self.maxval) + +Prediction: + self.height, self.maxval) + +================================================================================ +Example 149 +================================================================================ +Target: + result = pd.DataFrame([ + +Prediction: + """ + +================================================================================ +Example 150 +================================================================================ +Target: + elif not SCons.Util.is_List(source): + +Prediction: + return self._render('docbookslides.html', target=target, target=source, *args, **kw) + +================================================================================ +Example 151 +================================================================================ +Target: + if dtype == np.int8: + +Prediction: + if batch_number is None: + +================================================================================ +Example 152 +================================================================================ +Target: +as_view) + +Prediction: +as_view) + +================================================================================ +Example 153 +================================================================================ +Target: + if command(self.state, tokens): + +Prediction: + cmdloop(self) + +================================================================================ +Example 154 +================================================================================ +Target: + except FileNotFoundError: + +Prediction: + except ValueError: + +================================================================================ +Example 155 +================================================================================ +Target: +**{'registrationOpen': True}) + +Prediction: + + +================================================================================ +Example 156 +================================================================================ +Target: +value) < size: + +Prediction: +value) < size: + +================================================================================ +Example 157 +================================================================================ +Target: +"(&{})".format("".join(term_strings)) + +Prediction: +" and (" + term_strings.keys() if escape else "" + +================================================================================ +Example 158 +================================================================================ +Target: +of Response object') + +Prediction: +of response %s: %s', response) + +================================================================================ +Example 159 +================================================================================ +Target: +inner + +Prediction: +inner + +================================================================================ +Example 160 +================================================================================ +Target: +(2, ), replace=False) + +Prediction: +1, replace=True) + +================================================================================ +Example 161 +================================================================================ +Target: + i1 = root.body.index(assignments[j].root) + +Prediction: + assignments[j] = assignments[j + 1] + +================================================================================ +Example 162 +================================================================================ +Target: + img = img() + +Prediction: + return c + +================================================================================ +Example 163 +================================================================================ +Target: +") + +Prediction: +") + +================================================================================ +Example 164 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 165 +================================================================================ +Target: + return response + +Prediction: + return response + +================================================================================ +Example 166 +================================================================================ +Target: + if option.get('text') != 'n/a': + +Prediction: + if index == 1: + +================================================================================ +Example 167 +================================================================================ +Target: + error_response_context) + +Prediction: + error_response_context) + +================================================================================ +Example 168 +================================================================================ +Target: +, -1.), rel_pos) + +Prediction: +0, 0.0, 0.0, 1.0)) + +================================================================================ +Example 169 +================================================================================ +Target: + self.current_terminal.indication(*args, **kwargs) + +Prediction: + self.current_terminal.indication(*args, **kwargs) + +================================================================================ +Example 170 +================================================================================ +Target: + _autoc = feature_calculators.autocorrelation(x, lag) + +Prediction: + else: + +================================================================================ +Example 171 +================================================================================ +Target: + self.get_assessments_by_bank(bank_id)) + +Prediction: + assessment_list, + +================================================================================ +Example 172 +================================================================================ +Target: + return image + +Prediction: + return image + +================================================================================ +Example 173 +================================================================================ +Target: + "target": target, + +Prediction: + "target": target, + +================================================================================ +Example 174 +================================================================================ +Target: + return __tmp + +Prediction: + return __tmp + +================================================================================ +Example 175 +================================================================================ +Target: + if not self.running: + +Prediction: + return self + +================================================================================ +Example 176 +================================================================================ +Target: +server_default='0', + +Prediction: +server_default='0', + +================================================================================ +Example 177 +================================================================================ +Target: + deducciones=self.deducciones, + +Prediction: + deducciones=self.deducciones, + +================================================================================ +Example 178 +================================================================================ +Target: +updateStatus, args=(self.status_update_lock, )) + +Prediction: +process_loop, args=(self.shutdown_lock,)) + +================================================================================ +Example 179 +================================================================================ +Target: + omithw=omithw, debug=debug) + +Prediction: + svgclass=svgclass, background=svgclass, background=quiet_zone, + +================================================================================ +Example 180 +================================================================================ +Target: + row = i + +Prediction: + done = True + +================================================================================ +Example 181 +================================================================================ +Target: + id.append(VERSION_3) + +Prediction: + if self._caveat_id_version is None: + +================================================================================ +Example 182 +================================================================================ +Target: + extended=extended + +Prediction: + extended=extended, + +================================================================================ +Example 183 +================================================================================ +Target: +deferred_printers[key] = func + +Prediction: +deferred_printers[key] = func + +================================================================================ +Example 184 +================================================================================ +Target: +draw_footer_status() + +Prediction: +selected.draw(self.get_selected_status()) + +================================================================================ +Example 185 +================================================================================ +Target: + plotters = list(xarray_var_iter(data, var_names=var_names, combined=True)) + +Prediction: + if quartiles: + +================================================================================ +Example 186 +================================================================================ +Target: + value = value.time() + +Prediction: + value = self._type_time.strftime('%Y.%m.%d %H:%M') + +================================================================================ +Example 187 +================================================================================ +Target: +value + +Prediction: +value + +================================================================================ +Example 188 +================================================================================ +Target: + dims = calculate_dimensions(variables) + +Prediction: + return variables + +================================================================================ +Example 189 +================================================================================ +Target: + 80) + +Prediction: + 80) + +================================================================================ +Example 190 +================================================================================ +Target: +call(args) + +Prediction: +call(args) + +================================================================================ +Example 191 +================================================================================ +Target: +'--force') + +Prediction: +'--no-force') + +================================================================================ +Example 192 +================================================================================ +Target: ++= opts + +Prediction: ++= ["--variant", ",".join(opts)] + +================================================================================ +Example 193 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 194 +================================================================================ +Target: + return os.path.basename(full_path) + +Prediction: + return full_path + +================================================================================ +Example 195 +================================================================================ +Target: + textureType, byref(pInstance)) + +Prediction: + byref(pInstance)) + +================================================================================ +Example 196 +================================================================================ +Target: +chunksize) + +Prediction: +chunksize) + +================================================================================ +Example 197 +================================================================================ +Target: +data + +Prediction: +data + +================================================================================ +Example 198 +================================================================================ +Target: + self.bin_width) + +Prediction: + moment_rate) + +================================================================================ +Example 199 +================================================================================ +Target: +replace('.', r'\.'))) + +Prediction: +replace('//', '-'), (re.IGNORECASE) + +================================================================================ +Example 200 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 201 +================================================================================ +Target: + pid = os.fork() + +Prediction: + os.fork() + +================================================================================ +Example 202 +================================================================================ +Target: +ValueError("Item not present in cache") + +Prediction: +NoSuchItemError() + +================================================================================ +Example 203 +================================================================================ +Target: + continue + +Prediction: + pass + +================================================================================ +Example 204 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 205 +================================================================================ +Target: + (data) = self.replace_namespaced_stateful_set_scale_with_http_info(name, namespace, body, **kwargs) # noqa: E501 + +Prediction: + (data) = self.replace_namespaced_stateful_set_scale_with_http_info(name, namespace, body, **kwargs) # noqa: E501 + +================================================================================ +Example 206 +================================================================================ +Target: + for diagram in diagrams: + +Prediction: + return diagrams + +================================================================================ +Example 207 +================================================================================ +Target: + else: + +Prediction: + for host_ret in ret: + +================================================================================ +Example 208 +================================================================================ +Target: +in ds_ids: + +Prediction: +in src_area.ids: + +================================================================================ +Example 209 +================================================================================ +Target: +path.join(SOURCE_PATH, 'jsdoc-toolkit-rst-template') + +Prediction: +path.join(SOURCE_PATH, 'jsdoc-rst') + +================================================================================ +Example 210 +================================================================================ +Target: +completer.completing: + +Prediction: +parser.__class__.__call__(self, parser, namespace, values, option_string): + +================================================================================ +Example 211 +================================================================================ +Target: +all_calls: + +Prediction: +dev.devices: + +================================================================================ +Example 212 +================================================================================ +Target: += estimate(init_vals, + +Prediction: += mnl_estimator.estimate(init_vals, + +================================================================================ +Example 213 +================================================================================ +Target: +wrap + +Prediction: +wrap + +================================================================================ +Example 214 +================================================================================ +Target: +http + +Prediction: +http + +================================================================================ +Example 215 +================================================================================ +Target: + if(string_name): + +Prediction: + if(principal_award_recipient_text != ""): + +================================================================================ +Example 216 +================================================================================ +Target: +filepath) + +Prediction: +filepath) + +================================================================================ +Example 217 +================================================================================ +Target: +request + +Prediction: +request + +================================================================================ +Example 218 +================================================================================ +Target: + return False + +Prediction: + return None + +================================================================================ +Example 219 +================================================================================ +Target: + if raise_on_error: + +Prediction: + raise RuntimeError("No loader for meta '%s'" % meta.loader) + +================================================================================ +Example 220 +================================================================================ +Target: +reduce_sum(-density, axis=2), axis=(1, 2)) + +Prediction: +square(x - density)) + +================================================================================ +Example 221 +================================================================================ +Target: + return c + +Prediction: + return c + +================================================================================ +Example 222 +================================================================================ +Target: + ds = DataSourceWithFileCache(data_source=data_source, + +Prediction: + data_source.file_cache = cache_dir + +================================================================================ +Example 223 +================================================================================ +Target: +): + +Prediction: +): + +================================================================================ +Example 224 +================================================================================ +Target: +in extractor.headers: + +Prediction: +in extractor.headers: + +================================================================================ +Example 225 +================================================================================ +Target: + sniffer_timeout=sniffer_timeout, **kwargs) + +Prediction: + sniffer_timeout=sniff_on_connection_fail, + +================================================================================ +Example 226 +================================================================================ +Target: +root + +Prediction: +root + +================================================================================ +Example 227 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 228 +================================================================================ +Target: +& ' if committed else '' + + +Prediction: +with autocommit ' + +================================================================================ +Example 229 +================================================================================ +Target: + current_parameter = method_parameters.get(key, {}) + +Prediction: + if key not in value: + +================================================================================ +Example 230 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 231 +================================================================================ +Target: + self.send('LINKS %s' % r_server) + +Prediction: + self.send('LINKS 0') + +================================================================================ +Example 232 +================================================================================ +Target: +session + +Prediction: +drop_all + +================================================================================ +Example 233 +================================================================================ +Target: + if 'cached' in filters_settings: + +Prediction: + if filter_config: + +================================================================================ +Example 234 +================================================================================ +Target: + else: + +Prediction: + return d + +================================================================================ +Example 235 +================================================================================ +Target: + "execution_date": datetime.date(1999, 1, 1), + +Prediction: + "endtoend_id": endtoend_id, + +================================================================================ +Example 236 +================================================================================ +Target: + literal_eval(param['axes']) + +Prediction: + {} + +================================================================================ +Example 237 +================================================================================ +Target: + return self.to_gpio(int(spec[3:])) + +Prediction: + return self.to_gpio(int(spec[3:])) + +================================================================================ +Example 238 +================================================================================ +Target: + formatted_wmi_object[property_name] = property_formatted_value + +Prediction: + property_formatted_value = property_formatted_value + +================================================================================ +Example 239 +================================================================================ +Target: + maximum = validators.numeric(maximum, + +Prediction: + if maximum is None: + +================================================================================ +Example 240 +================================================================================ +Target: + exp_dict['project'] = projectname + +Prediction: + if experiment is None: + +================================================================================ +Example 241 +================================================================================ +Target: + cacert = ca_bundle.cert.load() + +Prediction: + ca_bundle.store(ca_bundle, ca_bundle, ca_bundle) + +================================================================================ +Example 242 +================================================================================ +Target: + term2 = num2b / denom2 + +Prediction: + self.otc = num2b/self.denom + +================================================================================ +Example 243 +================================================================================ +Target: +lat_lons: + +Prediction: +check('max_lat_lon', lat_lon): + +================================================================================ +Example 244 +================================================================================ +Target: + fcf_map_fcf_rbid.text = kwargs.pop('fcf_map_fcf_rbid') + +Prediction: + fcf_map_name_key = ET.SubElement(fcoe_fcf_map_name, "fcf-map-fcf-rbid") + +================================================================================ +Example 245 +================================================================================ +Target: + outputFormatClass, + +Prediction: + outputFormatClass, keyClass, + +================================================================================ +Example 246 +================================================================================ +Target: + dec=values[2].strip() + +Prediction: + ra=values[2].strip() + +================================================================================ +Example 247 +================================================================================ +Target: + self._Pi = np.array(Pi) / np.sum(Pi) + +Prediction: + assert np.all(Pi > 0), 'Given initial distribution initial distribution is not negative' + +================================================================================ +Example 248 +================================================================================ +Target: + plot_kwargs_cb = plot_kwargs_cb or (lambda idx: {}) + +Prediction: + ax = plt.subplot(1, 1, 1) + +================================================================================ +Example 249 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 250 +================================================================================ +Target: + return parse_rst_content(xref_text, state) + +Prediction: + return xref_text + +================================================================================ +Example 251 +================================================================================ +Target: + mzidSii = mzidEntry['SpectrumIdentificationItem'][0] + +Prediction: + if siiList: + +================================================================================ +Example 252 +================================================================================ +Target: + self.randalt() + +Prediction: + self.random_direction() + +================================================================================ +Example 253 +================================================================================ +Target: + ] + +Prediction: + ) + +================================================================================ +Example 254 +================================================================================ +Target: + location=parent_location, identifier=parent_identifier, + +Prediction: + path_spec, parent_location=parent_location) + +================================================================================ +Example 255 +================================================================================ +Target: +"variant_aa_interval_end"]) + +Prediction: +"variant_aa_interval_end"], + +================================================================================ +Example 256 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 257 +================================================================================ +Target: +'dblite_serializer'] + +Prediction: +'dblite_serializer'] + +================================================================================ +Example 258 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 259 +================================================================================ +Target: + self.__dict__['_children_resize_queued'] = False + +Prediction: + sprite.set_visible(True) + +================================================================================ +Example 260 +================================================================================ +Target: +apply(incoming) + +Prediction: +apply(weight, current) + +================================================================================ +Example 261 +================================================================================ +Target: + raise ValueError("Method of vss calculation not recognized, please use 'gaussian' or 'random'") + +Prediction: + raise ValueError("Unknown method %s" % method) + +================================================================================ +Example 262 +================================================================================ +Target: + self.start_trace() + +Prediction: + self.add_cmd(cmd, locals=locals) + +================================================================================ +Example 263 +================================================================================ +Target: + _, key_file = make_temp(str(key).encode(), '.pem') + +Prediction: + raise ValueError('No key file for statement {}'.format(statement)) + +================================================================================ +Example 264 +================================================================================ +Target: +}'.format(self.key, self.date) + +Prediction: +}'.format( + +================================================================================ +Example 265 +================================================================================ +Target: += ordered_regs.index(bit[0]) + +Prediction: += bit.index() + +================================================================================ +Example 266 +================================================================================ +Target: +CMD_REGISTER, + +Prediction: +Apdu.Apdu.String(body))) + +================================================================================ +Example 267 +================================================================================ +Target: + self.label2id["Redo"] + +Prediction: + self.label2id["Redo"] + +================================================================================ +Example 268 +================================================================================ +Target: +RuntimeError('Unable to find name string.') + +Prediction: +NotImplementedError() + +================================================================================ +Example 269 +================================================================================ +Target: +1]]) + +Prediction: +1, tz], \ + +================================================================================ +Example 270 +================================================================================ +Target: +'limit'] = limit + +Prediction: +'limit'] = limit + +================================================================================ +Example 271 +================================================================================ +Target: + print(highlight(json_str, JsonLexer(), TerminalFormatter())) + +Prediction: + return json_str + +================================================================================ +Example 272 +================================================================================ +Target: + self.data["values"] = values + +Prediction: + self.data["Values"] = values + +================================================================================ +Example 273 +================================================================================ +Target: + expr = self.storagehandler.expand(expr) + +Prediction: + return expr + +================================================================================ +Example 274 +================================================================================ +Target: + if model_list: + +Prediction: + if model_list: + +================================================================================ +Example 275 +================================================================================ +Target: +is_websocket=True, strict_slashes=strict_slashes, + +Prediction: +https=False, + +================================================================================ +Example 276 +================================================================================ +Target: + return klass + +Prediction: + try: + +================================================================================ +Example 277 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 278 +================================================================================ +Target: + finally: + +Prediction: + finally: + +================================================================================ +Example 279 +================================================================================ +Target: + self.keys.append(TrackKey(row, value, kind)) + +Prediction: + if i == 0: + +================================================================================ +Example 280 +================================================================================ +Target: + return '[&R] %s%s' % (self.root.newick(),suffix) + +Prediction: + suffix = ';' + +================================================================================ +Example 281 +================================================================================ +Target: +read(num_bytes) + +Prediction: +read(FIELD_U16.size + num_bytes_consumed) + +================================================================================ +Example 282 +================================================================================ +Target: +fields + +Prediction: +fields + +================================================================================ +Example 283 +================================================================================ +Target: += is_bit_set(7) + +Prediction: += is_bit_set(7) + +================================================================================ +Example 284 +================================================================================ +Target: + else: + +Prediction: + sleep(delay) + +================================================================================ +Example 285 +================================================================================ +Target: + return chem + +Prediction: + return chem + +================================================================================ +Example 286 +================================================================================ +Target: +confirm( + +Prediction: +echo("Previous password still not accepted.") + +================================================================================ +Example 287 +================================================================================ +Target: +layer.is_visible() + +Prediction: +layers[0] + +================================================================================ +Example 288 +================================================================================ +Target: + return [self.get_3_tuple(obj,default)] + +Prediction: + return obj + +================================================================================ +Example 289 +================================================================================ +Target: +4]): + +Prediction: +1]): + +================================================================================ +Example 290 +================================================================================ +Target: + zip(dep, exprs), indep, + +Prediction: + dep_exprs, indep=indep, **kwargs) + +================================================================================ +Example 291 +================================================================================ +Target: + return color + +Prediction: + return color + +================================================================================ +Example 292 +================================================================================ +Target: +'group': + +Prediction: +'group': + +================================================================================ +Example 293 +================================================================================ +Target: + else: + +Prediction: + self.client_action_request_leases[key] = request + +================================================================================ +Example 294 +================================================================================ +Target: +more history returned from API node") + +Prediction: +more transactions were found") + +================================================================================ +Example 295 +================================================================================ +Target: +top, + +Prediction: +top, + +================================================================================ +Example 296 +================================================================================ +Target: + return f + +Prediction: + return f + +================================================================================ +Example 297 +================================================================================ +Target: + vcs_nodes = ET.SubElement(output, "vcs-nodes") + +Prediction: + vcs_node_info = ET.SubElement(output, "vcs-node-info") + +================================================================================ +Example 298 +================================================================================ +Target: +not in data: + +Prediction: +in data: + +================================================================================ +Example 299 +================================================================================ +Target: += suite.html() + +Prediction: += suite.get_html_head() + +================================================================================ +Example 300 +================================================================================ +Target: + assert top in dest.parents + +Prediction: + dest / path + +================================================================================ +Example 301 +================================================================================ +Target: + True + +Prediction: + self._success_pin_auth() + +================================================================================ +Example 302 +================================================================================ +Target: +show() + +Prediction: +show() + +================================================================================ +Example 303 +================================================================================ +Target: +in self.transition_tensors.items()} + +Prediction: +in info[:sub_indices.tolist()]} + +================================================================================ +Example 304 +================================================================================ +Target: +_diagnostic(event) + +Prediction: +diagnostic(event) + +================================================================================ +Example 305 +================================================================================ +Target: + 1 + +Prediction: + page_number( + +================================================================================ +Example 306 +================================================================================ +Target: +compiler + +Prediction: +compiler + +================================================================================ +Example 307 +================================================================================ +Target: + self._src_radius = self._src_skydir.separation(self.skydir) + +Prediction: + return self._src_index + +================================================================================ +Example 308 +================================================================================ +Target: + return conn + +Prediction: + return __context__[cxkey] + +================================================================================ +Example 309 +================================================================================ +Target: + dn)) + +Prediction: + dn)) + +================================================================================ +Example 310 +================================================================================ +Target: += 500 + +Prediction: += 500 + +================================================================================ +Example 311 +================================================================================ +Target: + "gpsBotLongitude": min(longs), + +Prediction: + }) + +================================================================================ +Example 312 +================================================================================ +Target: + 'similarities', 'temporaries'): + +Prediction: + 'container_types', 'container_files', + +================================================================================ +Example 313 +================================================================================ +Target: +tail(n), length, n) + +Prediction: +tail(n), length) + +================================================================================ +Example 314 +================================================================================ +Target: +"single", "eval"): + +Prediction: +"exec", and "exec" in flags): + +================================================================================ +Example 315 +================================================================================ +Target: + age, + +Prediction: + age, + +================================================================================ +Example 316 +================================================================================ +Target: + for part in dir_parts: + +Prediction: + for dir_part in dir_parts: + +================================================================================ +Example 317 +================================================================================ +Target: + return macros + +Prediction: + return macros + +================================================================================ +Example 318 +================================================================================ +Target: + job.fileStore.readGlobalFile(r1_id, os.path.join(work_dir, 'R1.fastq')) + +Prediction: + if not r2_id: + +================================================================================ +Example 319 +================================================================================ +Target: +perplexity], + +Prediction: +__neighbors[:, k_neighbors], float(new_perplexity)] + +================================================================================ +Example 320 +================================================================================ +Target: + password = params.pop('password') + +Prediction: + params = params.pop('password') + +================================================================================ +Example 321 +================================================================================ +Target: + npix1 = int(self.shape[i]) + +Prediction: + idx += [] + +================================================================================ +Example 322 +================================================================================ +Target: +in column_names: + +Prediction: +in column_names: + +================================================================================ +Example 323 +================================================================================ +Target: +rel) + +Prediction: +rel, rel="alternate", type=atom_feed.atom_type) + +================================================================================ +Example 324 +================================================================================ +Target: +is not None: + +Prediction: +is None: + +================================================================================ +Example 325 +================================================================================ +Target: + if by_group: + +Prediction: + if group_adjust: + +================================================================================ +Example 326 +================================================================================ +Target: + year_dict(dstore['events']['eid'], + +Prediction: + dstore['losses_by_event']['year'] + +================================================================================ +Example 327 +================================================================================ +Target: +Exception("Invalid request type") + +Prediction: +TypeError('Plugin must be a class or instance of RequestClass') + +================================================================================ +Example 328 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 329 +================================================================================ +Target: +allowed.".format(serv)) + +Prediction: +enabled for this service.".format(serv)) + +================================================================================ +Example 330 +================================================================================ +Target: + return x + +Prediction: + return x + +================================================================================ +Example 331 +================================================================================ +Target: +get_strategic_global_state() + +Prediction: +get_strategic_global_state() + +================================================================================ +Example 332 +================================================================================ +Target: + ]) + +Prediction: + ]) + +================================================================================ +Example 333 +================================================================================ +Target: +!= RET_OK: + +Prediction: +!= RET_OK: + +================================================================================ +Example 334 +================================================================================ +Target: +ctx) + +Prediction: +ctx) + +================================================================================ +Example 335 +================================================================================ +Target: +0].data.numpy() + +Prediction: +0] + +================================================================================ +Example 336 +================================================================================ +Target: + unstemmed = match.group(0) + +Prediction: + token = tokens[offset] + +================================================================================ +Example 337 +================================================================================ +Target: +glob + +Prediction: +glob + +================================================================================ +Example 338 +================================================================================ +Target: + ), data=kwargs) + +Prediction: + )) + +================================================================================ +Example 339 +================================================================================ +Target: + except Exception as e: + +Prediction: + except KeyError: + +================================================================================ +Example 340 +================================================================================ +Target: + return kafka.structs.ConsumerMetadataResponse(error, nodeId, host, port) + +Prediction: + return (correlation_id, host, port, cur) + +================================================================================ +Example 341 +================================================================================ +Target: + try: + +Prediction: + for read2 in file_reader2: + +================================================================================ +Example 342 +================================================================================ +Target: + delta = naturaldelta(delta, months) + +Prediction: + return f"{date} from {ago}" + +================================================================================ +Example 343 +================================================================================ +Target: += search[0].execute()[0] + +Prediction: += search.get("count", 0) + +================================================================================ +Example 344 +================================================================================ +Target: + row[index] = new_item + +Prediction: + if row is not None: + +================================================================================ +Example 345 +================================================================================ +Target: + registry.register(io_metric) + +Prediction: + io_metric += Summary("write_file_io_success", + +================================================================================ +Example 346 +================================================================================ +Target: +msg, + +Prediction: +msg + +================================================================================ +Example 347 +================================================================================ +Target: +0]] + +Prediction: +0]] + +================================================================================ +Example 348 +================================================================================ +Target: +0: + +Prediction: +0: + +================================================================================ +Example 349 +================================================================================ +Target: + ip_addrs = set([]) + +Prediction: + pass + +================================================================================ +Example 350 +================================================================================ +Target: +== 1 and callable(paths[0]): + +Prediction: +> 1: + +================================================================================ +Example 351 +================================================================================ +Target: +spans: + +Prediction: +self._external_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_link_l + +================================================================================ +Example 352 +================================================================================ +Target: +LaTex formatting') + +Prediction: +latex output') + +================================================================================ +Example 353 +================================================================================ +Target: + (fp[i] + tn[i]) for i in range(len(fp))] + +Prediction: + (fp[i] + fn[i] + tn[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + tp[i] + fn[i] + +================================================================================ +Example 354 +================================================================================ +Target: + return r + +Prediction: + return None + +================================================================================ +Example 355 +================================================================================ +Target: +endswith('.css'): + +Prediction: +isdir in context: + +================================================================================ +Example 356 +================================================================================ +Target: +text, [regex], err, msg) + +Prediction: + + +================================================================================ +Example 357 +================================================================================ +Target: +if value else "false" + +Prediction: +if value else "false" + +================================================================================ +Example 358 +================================================================================ +Target: + r = None + +Prediction: + raise NoResultFound(e) + +================================================================================ +Example 359 +================================================================================ +Target: + return default_auto_cast_fn(self, sigOrVal, toType) + +Prediction: + elif type == FLOAT: + +================================================================================ +Example 360 +================================================================================ +Target: + """ + +Prediction: + """ + +================================================================================ +Example 361 +================================================================================ +Target: +== 'precomputed': + +Prediction: +not in self.metrics: + +================================================================================ +Example 362 +================================================================================ +Target: + subtype='MP_JOIN-Unknown', + +Prediction: + data=temp) + +================================================================================ +Example 363 +================================================================================ +Target: +match: + +Prediction: +match: + +================================================================================ +Example 364 +================================================================================ +Target: + raise errors.JLinkException('Failed to get trace region count.') + +Prediction: + return data.value + +================================================================================ +Example 365 +================================================================================ +Target: +data + +Prediction: +data + +================================================================================ +Example 366 +================================================================================ +Target: +times + +Prediction: +times + +================================================================================ +Example 367 +================================================================================ +Target: +",".join(components)} + +Prediction: +components} + +================================================================================ +Example 368 +================================================================================ +Target: +disableAutoDeployment): + +Prediction: +get('auto-deployment')): + +================================================================================ +Example 369 +================================================================================ +Target: +maximum(np.abs(activation) - threshold, 0.) * np.sign(activation) + +Prediction: +softplus(input) + +================================================================================ +Example 370 +================================================================================ +Target: + else: + +Prediction: + line = Node(name, ctx=(frame,)).traverse( + +================================================================================ +Example 371 +================================================================================ +Target: +fix_indentation_depth(output) + +Prediction: +output.strip() + +================================================================================ +Example 372 +================================================================================ +Target: +blob_file.group("blob")) + +Prediction: +blob_file.group("blob")) + +================================================================================ +Example 373 +================================================================================ +Target: + try: + +Prediction: + df = pd.read_text(filepath, **kwargs) + +================================================================================ +Example 374 +================================================================================ +Target: + self.maxsize: + +Prediction: + 0: + +================================================================================ +Example 375 +================================================================================ +Target: + return(df) + +Prediction: + raise Exception('Not supported file format') + +================================================================================ +Example 376 +================================================================================ +Target: + self.websocket.close() + +Prediction: + self.websocket.close() + +================================================================================ +Example 377 +================================================================================ +Target: + dev_id = self.hex + +Prediction: + dev_id = 'x10{}{:02d}'.format(self.x10_housecode, + +================================================================================ +Example 378 +================================================================================ +Target: + for event in self._events: + +Prediction: + for event in self._events: + +================================================================================ +Example 379 +================================================================================ +Target: + return await bot.request(self.method, self.cleanup()) + +Prediction: + else: + +================================================================================ +Example 380 +================================================================================ +Target: +join(lines) + +Prediction: +join(lines) + +================================================================================ +Example 381 +================================================================================ +Target: + chamber_name) + +Prediction: + chamber_name) + +================================================================================ +Example 382 +================================================================================ +Target: + data[0][c]['precursor'] = {"seq": precursor_sequence(loci[0][0:5], args.ref)} + +Prediction: + if valid: + +================================================================================ +Example 383 +================================================================================ +Target: + x1, y1 = vertexes[0] + +Prediction: + xmin, ymin = vertexes[0] + +================================================================================ +Example 384 +================================================================================ +Target: += JSONAPIResponse() + +Prediction: += self._get_response(api_type) + +================================================================================ +Example 385 +================================================================================ +Target: + _handle_encrypted(m, m, session_keys) + +Prediction: + _handle_signatures(m, m, p) + +================================================================================ +Example 386 +================================================================================ +Target: + return self + +Prediction: + if refresh: + +================================================================================ +Example 387 +================================================================================ +Target: + (userid, interface)) + +Prediction: + (switch, userid, interface)) + +================================================================================ +Example 388 +================================================================================ +Target: + ), + +Prediction: + ).decode('ascii') + +================================================================================ +Example 389 +================================================================================ +Target: + error_list = [None,None, + +Prediction: + if display_max_cols is not None: + +================================================================================ +Example 390 +================================================================================ +Target: + try: + +Prediction: + proxy = proxy[proxy.find('://') + 4:] + +================================================================================ +Example 391 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 392 +================================================================================ +Target: +slug and slug_field: + +Prediction: +slug: + +================================================================================ +Example 393 +================================================================================ +Target: + finally: + +Prediction: + return wrapper + +================================================================================ +Example 394 +================================================================================ +Target: +None, + +Prediction: +None, + +================================================================================ +Example 395 +================================================================================ +Target: +protocol) + +Prediction: +protocol) + +================================================================================ +Example 396 +================================================================================ +Target: + if topic: + +Prediction: + else: + +================================================================================ +Example 397 +================================================================================ +Target: + elif ne == 3: + +Prediction: + else: + +================================================================================ +Example 398 +================================================================================ +Target: +existence_check( + +Prediction: +msg in regex + +================================================================================ +Example 399 +================================================================================ +Target: +class_name]}} + +Prediction: +class_name]} + +================================================================================ +Example 400 +================================================================================ +Target: + cert.get_signature_algorithm() + +Prediction: + cert.get_subject().get_algorithm() + +================================================================================ +Example 401 +================================================================================ +Target: + sys.exit(1) + +Prediction: + return + +================================================================================ +Example 402 +================================================================================ +Target: +client.transport.request(self.req_list) + +Prediction: +send_results() + +================================================================================ +Example 403 +================================================================================ +Target: +to_save) + +Prediction: +to_save) + +================================================================================ +Example 404 +================================================================================ +Target: +ret_vector) + +Prediction: +ret_vector) + +================================================================================ +Example 405 +================================================================================ +Target: += resolver.Resolver.OpenFileObject( + +Prediction: += open(path_spec.HasParent, True) + +================================================================================ +Example 406 +================================================================================ +Target: + except Exception as e: # pragma: no cover + +Prediction: + yield new_l + +================================================================================ +Example 407 +================================================================================ +Target: +(closed, submitted) + +Prediction: +closed, submitted + +================================================================================ +Example 408 +================================================================================ +Target: + return self._check_and_get(self._data, ctx) + +Prediction: + return self._data[self.name][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype][self._stype + +================================================================================ +Example 409 +================================================================================ +Target: +) # raises PermissionDenied + +Prediction: +) + +================================================================================ +Example 410 +================================================================================ +Target: + doc[name or root] = d + +Prediction: + entries.append(d) + +================================================================================ +Example 411 +================================================================================ +Target: + tenary_translation) + +Prediction: + 'PyJsConstant') + +================================================================================ +Example 412 +================================================================================ +Target: +self._trigger_repoint + +Prediction: +self._trigger_repoint, + +================================================================================ +Example 413 +================================================================================ +Target: + log.info("Pulling image %s:%s.", config_id.config_name, config_id.instance_name) + +Prediction: + return self._pull(image, image_name, **kwargs) + +================================================================================ +Example 414 +================================================================================ +Target: +phase, plugin, 'koji_hub', koji_hub) + +Prediction: +phase, '--render-artifacts', 'yes' + +================================================================================ +Example 415 +================================================================================ +Target: + try: + +Prediction: + if conn is None: + +================================================================================ +Example 416 +================================================================================ +Target: + else: + +Prediction: + return output + +================================================================================ +Example 417 +================================================================================ +Target: + return i + +Prediction: + raise Exception("Invalid Gravity name '%s'" % name) + +================================================================================ +Example 418 +================================================================================ +Target: + weight in core_sems: + +Prediction: + concepts in enumerate(concepts): + +================================================================================ +Example 419 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 420 +================================================================================ +Target: + if self._certificate is None: + +Prediction: + self._session_context.set_session_id(self._get_session_id()) + +================================================================================ +Example 421 +================================================================================ +Target: + f + +Prediction: + f + +================================================================================ +Example 422 +================================================================================ +Target: + mapping['authors'] = iotile.authors + +Prediction: + mapping['license_text'] = iotile.license_text + +================================================================================ +Example 423 +================================================================================ +Target: + kwargs) + +Prediction: + {}, 'queues') + +================================================================================ +Example 424 +================================================================================ +Target: +provided for conversion for '{}'" + +Prediction: +for conversion for '{}'." + +================================================================================ +Example 425 +================================================================================ +Target: + fus_args[idx] = arg + +Prediction: + if isinstance(arg, "FunctionArgument"): + +================================================================================ +Example 426 +================================================================================ +Target: +unset, + +Prediction: +unset, + +================================================================================ +Example 427 +================================================================================ +Target: + vrf_name = kwargs.pop('vrf_name', '') + +Prediction: + config = kwargs['callback'] + +================================================================================ +Example 428 +================================================================================ +Target: +next_block += 1 + +Prediction: +next_block = pkt.blocknumber + +================================================================================ +Example 429 +================================================================================ +Target: + code = """function(value, arg) { + +Prediction: + return self._reduce_limit(options, options) + +================================================================================ +Example 430 +================================================================================ +Target: + scope = self.FindFileContainingSymbol(full_name) + +Prediction: + return None + +================================================================================ +Example 431 +================================================================================ +Target: + "SSH agent didn't provide any valid key. Trying to continue..." + +Prediction: + 'No agents found, detected agents found.') + +================================================================================ +Example 432 +================================================================================ +Target: +response_adu + +Prediction: +response_adu + +================================================================================ +Example 433 +================================================================================ +Target: +b5 + 8) >> 4) / 10 + +Prediction: +b5 - x2) / (x2 - x1)) + +================================================================================ +Example 434 +================================================================================ +Target: + if stats: + +Prediction: + self._immediate_flush = False + +================================================================================ +Example 435 +================================================================================ +Target: += labels[instance_of] + +Prediction: += labels[instance_of] + +================================================================================ +Example 436 +================================================================================ +Target: + ) + +Prediction: + session=self.session, + +================================================================================ +Example 437 +================================================================================ +Target: + p.wait() + +Prediction: + p.wait() + +================================================================================ +Example 438 +================================================================================ +Target: + for i in diffs: + +Prediction: + if um != nm: + +================================================================================ +Example 439 +================================================================================ +Target: +f.name), f.dtype) + +Prediction: +f.name)) + +================================================================================ +Example 440 +================================================================================ +Target: +ptr, libcrypto.X509_dup(value.cert)) + +Prediction: +_stack) + +================================================================================ +Example 441 +================================================================================ +Target: + return self._extract_compound_mass(other[0], other[1]) + +Prediction: + return self._extract_mass(other) + +================================================================================ +Example 442 +================================================================================ +Target: + 2 + +Prediction: + 2 + +================================================================================ +Example 443 +================================================================================ +Target: + out_handle.write(line) + +Prediction: + out_file.write(line) + +================================================================================ +Example 444 +================================================================================ +Target: +struct.pack(">I", self.timestamp) + +Prediction: +bytes([self.start_time >= 8 & 255, self.start_time & 255]) + +================================================================================ +Example 445 +================================================================================ +Target: + 'id', '--rev=%s' % revision, '--debug', '--id').rstrip('+') + +Prediction: + 'find_revision_id', revision) + +================================================================================ +Example 446 +================================================================================ +Target: + try: + +Prediction: + return None + +================================================================================ +Example 447 +================================================================================ +Target: + with open(test_file, 'r') as reader: + +Prediction: + baseline_feature, bleu_feature, test_file_lst, nonfeature_file_lst = test_file_lst, nonfeature_file_lst = test_file_lst + +================================================================================ +Example 448 +================================================================================ +Target: +close() + +Prediction: +close_input(ncdata) + +================================================================================ +Example 449 +================================================================================ +Target: +join([ + +Prediction: +join( + +================================================================================ +Example 450 +================================================================================ +Target: +kind) + +Prediction: +kind) + +================================================================================ +Example 451 +================================================================================ +Target: + return np.array(path_ids) + +Prediction: + path_ids = [p for p in path_ids if p not in self.root] + +================================================================================ +Example 452 +================================================================================ +Target: + update_func() + +Prediction: + thread.start() + +================================================================================ +Example 453 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 454 +================================================================================ +Target: +ValueError("Function must return ndarray") + +Prediction: +RuntimeError("Error evaluating function on test array, got error:\n %s" % atest and btest) + +================================================================================ +Example 455 +================================================================================ +Target: + return r + +Prediction: + break + +================================================================================ +Example 456 +================================================================================ +Target: + payload = _determine_toggles(payload, toggles) + +Prediction: + if toggles is not None: + +================================================================================ +Example 457 +================================================================================ +Target: + return callback(config) + +Prediction: + return callback(config) + +================================================================================ +Example 458 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 459 +================================================================================ +Target: + elif whence == os.SEEK_CUR: + +Prediction: + else: + +================================================================================ +Example 460 +================================================================================ +Target: + words.append((long_word >> 32) & bitmask) # First 32-bits + +Prediction: + long_word >>= 32 + +================================================================================ +Example 461 +================================================================================ +Target: + else: + +Prediction: + self.set_updated_grid(replaced_grid) + +================================================================================ +Example 462 +================================================================================ +Target: + return utcnow.override_time + +Prediction: + return None + +================================================================================ +Example 463 +================================================================================ +Target: +'{}'".format(filename)) + +Prediction: +file '%s'" % filename) + +================================================================================ +Example 464 +================================================================================ +Target: + local_filepath = local_filepath_override + +Prediction: + local_filepath = local_filepath_override + +================================================================================ +Example 465 +================================================================================ +Target: + h.Allow("aff4:/artifact_store/*") + +Prediction: + h.Allow("aff4:/artifact_store/*") + +================================================================================ +Example 466 +================================================================================ +Target: +scheme, None), None) + +Prediction: +scheme) | + +================================================================================ +Example 467 +================================================================================ +Target: +E0] = 0. + +Prediction: +0.0 # 4101. + +================================================================================ +Example 468 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 469 +================================================================================ +Target: += 1: + +Prediction: += default_team and attributes['team'] == team: + +================================================================================ +Example 470 +================================================================================ +Target: +.v2019_03_01.operations import GalleryImagesOperations as OperationClass + +Prediction: +.v2019_03_01.operations import GalleryImagesOperations as OperationClass + +================================================================================ +Example 471 +================================================================================ +Target: +snap in snapshots) + +Prediction: +snapshot in snapshots) + +================================================================================ +Example 472 +================================================================================ +Target: + return target_roots[0] + +Prediction: + else: + +================================================================================ +Example 473 +================================================================================ +Target: +S_ISDIR(st.st_mode) + +Prediction: +S_ISDIR == st + +================================================================================ +Example 474 +================================================================================ +Target: +dense(1.0 - x, filter_size, name="hidden1b") + +Prediction: +dense(x, filter_size, name="hidden1b") + +================================================================================ +Example 475 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 476 +================================================================================ +Target: + return url + +Prediction: + else: + +================================================================================ +Example 477 +================================================================================ +Target: + if stop_price: + +Prediction: + if style: + +================================================================================ +Example 478 +================================================================================ +Target: + ' + +Prediction: + '.format(get_backend(tensor).shape(tensor)) + +================================================================================ +Example 479 +================================================================================ +Target: + result.append(api._replace(method=normalized_method)) + +Prediction: + api.name = normalized_method + +================================================================================ +Example 480 +================================================================================ +Target: + netease.download_playlist_by_id(id, 'playlist'+str(id)) + +Prediction: + netease.download_playlist_by_id(id) + +================================================================================ +Example 481 +================================================================================ +Target: + arglen = len(aspec.args) + +Prediction: + aspec.args[0] + +================================================================================ +Example 482 +================================================================================ +Target: +node.sourcepos[0][0] + +Prediction: +node.line + +================================================================================ +Example 483 +================================================================================ +Target: + return self.__press(self.__power_on_port, interval=interval) + +Prediction: + self.__port = self.port_settings.set("power-on", interval) + +================================================================================ +Example 484 +================================================================================ +Target: += r["convergencePoint"] + +Prediction: += 1 + +================================================================================ +Example 485 +================================================================================ +Target: + _handle_exception() + +Prediction: + pass + +================================================================================ +Example 486 +================================================================================ +Target: + 90, c # A-Z + +Prediction: + 90 or 90 <= ord(c) <= 1234 or 65 + +================================================================================ +Example 487 +================================================================================ +Target: + while unmatched_end_tag: + +Prediction: + raise TemplateSyntaxError("ifinstalled should be in the form of " + +================================================================================ +Example 488 +================================================================================ +Target: +items()]) + +Prediction: +get(k)) for k in ordered]) + +================================================================================ +Example 489 +================================================================================ +Target: + return current * 1000000 + +Prediction: + return current * 1000 * 1000 + +================================================================================ +Example 490 +================================================================================ +Target: + v3.Password( + +Prediction: + session.create_session() + +================================================================================ +Example 491 +================================================================================ +Target: +%d candidates to %s' % (len(mergeloc), mergepkl)) + +Prediction: +candidates...') + +================================================================================ +Example 492 +================================================================================ +Target: + def result(self, ast): + +Prediction: + self._functions.append(SimpleCLFunction(input_str, self.__functions)) + +================================================================================ +Example 493 +================================================================================ +Target: + y)) + +Prediction: + y)) + +================================================================================ +Example 494 +================================================================================ +Target: +cnt + +Prediction: +cnt + +================================================================================ +Example 495 +================================================================================ +Target: +generateDirectoryNodeDocuments() + +Prediction: +generateFilenames() + +================================================================================ +Example 496 +================================================================================ +Target: +item.GetString()) + +Prediction: +item.GetString()) + +================================================================================ +Example 497 +================================================================================ +Target: +[self._read_half_frame_header(row) for row in single_compamp_data] + +Prediction: +first_header + +================================================================================ +Example 498 +================================================================================ +Target: + map_dict['name'] = name + +Prediction: + for block in blocks_id: + +================================================================================ +Example 499 +================================================================================ +Target: + tag_map.get(fulltag, None) + +Prediction: + fulltag + +================================================================================ +Example 500 +================================================================================ +Target: + endpoint['private'], + +Prediction: + endpoint['private'], + +================================================================================ +Example 501 +================================================================================ +Target: + else: + +Prediction: + return container.get_objects() + +================================================================================ +Example 502 +================================================================================ +Target: +dir_sentinel, '.stop') + +Prediction: +dir_sentinel, '.file_start') + +================================================================================ +Example 503 +================================================================================ +Target: + if run.ref_config and not run.ref_image: + +Prediction: + if run.status == models.Run.NEEDS_DELETE: + +================================================================================ +Example 504 +================================================================================ +Target: +leader_name, index=leader_index) + +Prediction: +leader_name, index=leader_index) + +================================================================================ +Example 505 +================================================================================ +Target: + xiE3 += Efac * cos4t + +Prediction: + xiE3 += Efac * cos4t + +================================================================================ +Example 506 +================================================================================ +Target: +key in keys: + +Prediction: +item in items: + +================================================================================ +Example 507 +================================================================================ +Target: + else: + +Prediction: + return parsed + +================================================================================ +Example 508 +================================================================================ +Target: += False + +Prediction: += set(regexps) - set(shutit.output) + +================================================================================ +Example 509 +================================================================================ +Target: + argv_ = argc_ + +Prediction: + state.arch.start_main(main_, argc, argv_, init, fini) + +================================================================================ +Example 510 +================================================================================ +Target: + except ValueError as e: + +Prediction: + except: + +================================================================================ +Example 511 +================================================================================ +Target: + wt_branch = None + +Prediction: + 'git.worktree: + +================================================================================ +Example 512 +================================================================================ +Target: + content = render_content( + +Prediction: + active_url = urllib.parse.urlencode({ + +================================================================================ +Example 513 +================================================================================ +Target: + if local_path: + +Prediction: + if local_path: + +================================================================================ +Example 514 +================================================================================ +Target: + global _registry_loaded + +Prediction: + return cls + +================================================================================ +Example 515 +================================================================================ +Target: +url, data=data) + +Prediction: + + +================================================================================ +Example 516 +================================================================================ +Target: + The content type must be set to `application/json` to prevent CSRF attacks. + +Prediction: + """ + +================================================================================ +Example 517 +================================================================================ +Target: +html + +Prediction: +html + +================================================================================ +Example 518 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 519 +================================================================================ +Target: +layer + +Prediction: +layer + +================================================================================ +Example 520 +================================================================================ +Target: +"ENDC"])) + +Prediction: +"ENDC"])) + +================================================================================ +Example 521 +================================================================================ +Target: + self._exposure_summary_table, add_to_datastore=False) + +Prediction: + self._exposure_summary_table, add_to_datastore=False) + +================================================================================ +Example 522 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 523 +================================================================================ +Target: + return states[task.State] + +Prediction: + try: + +================================================================================ +Example 524 +================================================================================ +Target: +DatasetType.Valid) + +Prediction: +DatasetType.Validation) + +================================================================================ +Example 525 +================================================================================ +Target: + return numpy.concatenate([ls, [points[-1]]]) + +Prediction: + return ls + +================================================================================ +Example 526 +================================================================================ +Target: + redirect_url = request.redirectURL( + +Prediction: + request.sendRedirect(return_to) + +================================================================================ +Example 527 +================================================================================ +Target: + SALTBYTES, + +Prediction: + len(salt), SALTBYTES)) + +================================================================================ +Example 528 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 529 +================================================================================ +Target: + ipmicmd = ipmi_command.Command(bmc=d_info['irmc_address'], + +Prediction: + def get_pci_device_id(d_info, pci_ids): + +================================================================================ +Example 530 +================================================================================ +Target: + scfs.sort(key=lambda x: corder[x[0]][1].start + corder[x[0]][1].end) + +Prediction: + sorted = [ + +================================================================================ +Example 531 +================================================================================ +Target: +join() + +Prediction: +join() + +================================================================================ +Example 532 +================================================================================ +Target: +'items'])) + +Prediction: +'results'])) + +================================================================================ +Example 533 +================================================================================ +Target: + endpoint)) + +Prediction: + self._peers[connection_id])) + +================================================================================ +Example 534 +================================================================================ +Target: + for f in files: + +Prediction: + for file in files: + +================================================================================ +Example 535 +================================================================================ +Target: + self._editor = None + +Prediction: + self._editor.clear() + +================================================================================ +Example 536 +================================================================================ +Target: +res + +Prediction: +res + +================================================================================ +Example 537 +================================================================================ +Target: + for vrfsec in out_sh_ip_rou.split("IP Route Table for ")[1:]: + +Prediction: + if out_sh_ip_rou.stdout.rstrip(): + +================================================================================ +Example 538 +================================================================================ +Target: + if magsarefluxes: + +Prediction: + + +================================================================================ +Example 539 +================================================================================ +Target: += net.urlopen(url) + +Prediction: += urllib2.POST(url, urllib.urlencode(tokens)) + +================================================================================ +Example 540 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 541 +================================================================================ +Target: + assert a_ch.size == ts_a.shape[0] + ts_d.shape[0] + +Prediction: + self._merge_da(ts_d, ts_par_d, ts_a, ts_par_a) + +================================================================================ +Example 542 +================================================================================ +Target: +remove(WHITE) + +Prediction: +pop('black') + +================================================================================ +Example 543 +================================================================================ +Target: +time() + +Prediction: +time() + +================================================================================ +Example 544 +================================================================================ +Target: + if not work: + +Prediction: + resp = self.call('accounts_payload', payload) + +================================================================================ +Example 545 +================================================================================ +Target: +self.__shape() + +Prediction: +shp.read(100) + +================================================================================ +Example 546 +================================================================================ +Target: + if wave_output is not None: + +Prediction: + wave_output.close() + +================================================================================ +Example 547 +================================================================================ +Target: +copy(self.opts) + +Prediction: +deepcopy(master.syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_syndic_sy + +================================================================================ +Example 548 +================================================================================ +Target: +rate") + +Prediction: +rate") + +================================================================================ +Example 549 +================================================================================ +Target: + for data in self._to_delete: + +Prediction: + self._to_put = data + +================================================================================ +Example 550 +================================================================================ +Target: + subj_node = self.model.add_node_from_data(subj_attr) + +Prediction: + if subj_attr: + +================================================================================ +Example 551 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 552 +================================================================================ +Target: + except Exception: + +Prediction: + except Exception as e: + +================================================================================ +Example 553 +================================================================================ +Target: + ones_like + +Prediction: + np.all + +================================================================================ +Example 554 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 555 +================================================================================ +Target: +(x1 < upper)).astype (x.dtype) + +Prediction: +(x1 <= upper)) + +================================================================================ +Example 556 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 557 +================================================================================ +Target: + con_rel = con_abs / (np.maximum(outfluxes, influxes)) + +Prediction: + con_rel = np.maximum(influxes - con_abs, np.zeros(n)) + +================================================================================ +Example 558 +================================================================================ +Target: + return short_version(v) + +Prediction: + return '{0}'.format(v) + +================================================================================ +Example 559 +================================================================================ +Target: +RuntimeError('Not support tuner algorithm in hyperopt.') + +Prediction: +ValueError('Unknown algorithm type: %s' % algorithm_name) + +================================================================================ +Example 560 +================================================================================ +Target: +prt("Adding resource for '{}'".format(ref)) + +Prediction: +doc.add_term(term_name, path, name) + +================================================================================ +Example 561 +================================================================================ +Target: + base_path, + +Prediction: + path_name, + +================================================================================ +Example 562 +================================================================================ +Target: +str(Error)) + +Prediction: +str(Error).exitcode) + +================================================================================ +Example 563 +================================================================================ +Target: += cmd.ability_id + +Prediction: += cmd.ability_id + +================================================================================ +Example 564 +================================================================================ +Target: + value = new_list + +Prediction: + else: + +================================================================================ +Example 565 +================================================================================ +Target: + for s in range(S): + +Prediction: + return alpha + +================================================================================ +Example 566 +================================================================================ +Target: += -1 + +Prediction: += distance < nearline_tolerance * numpy.std(distance) + +================================================================================ +Example 567 +================================================================================ +Target: + self._get(self.uri_for("active"), params=params) + +Prediction: + self._client.post( + +================================================================================ +Example 568 +================================================================================ +Target: + max_byte = max(max_byte, byte) + +Prediction: + if byte > max_byte: + +================================================================================ +Example 569 +================================================================================ +Target: + return l + +Prediction: + return list(set(l + course)) + +================================================================================ +Example 570 +================================================================================ +Target: + self.feature_dir = op.dirname(gff_path) + +Prediction: + self.file = '.' + +================================================================================ +Example 571 +================================================================================ +Target: + full_path = path + "\\Categories\\" + self.notebook_type + "\\" + filename + ".ipynb" + +Prediction: + self.notebook["cells"].append(nb.v4.new_code_cell(JS_CODE_AUTO_PLAY, + +================================================================================ +Example 572 +================================================================================ +Target: + except ImportError: + +Prediction: + except ImportError: + +================================================================================ +Example 573 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 574 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 575 +================================================================================ +Target: +report: + +Prediction: +report: + +================================================================================ +Example 576 +================================================================================ +Target: + 'generated-type': """YANGDynClass(base=icmpv6.icmpv6, is_container='container', presence=False, yang_name="icmpv6", rest_name="icmpv6", parent=self, path_helper=self._path_helper, extmethods=self._extmethods, register_paths=True, extensions={u'tailf-common': {u'info': u'The ICMPv6 control for this management interface.'}}, namespace='urn:brocade.com:mgmt:brocade-interface', defining_module='brocade-interface', yang_type='container', is_config=True)""", + +Prediction: + 'generated-type': """YANGDynClass(base=icmpv6.icmpv6, is_container='container', presence=False, yang_name="icmpv6", rest_name="icmpv6", parent=self, path_helper=self._path_helper, extmethods=self._extmethods, register_paths=True, extensions={u'ta + +================================================================================ +Example 577 +================================================================================ +Target: + n = public_key.GetN() + +Prediction: + return cls(public_key).decode('utf-8') + +================================================================================ +Example 578 +================================================================================ +Target: +join(set(mode.replace('x', 'w')))) + +Prediction: +join([_mode, 'D', '--no-save']) + +================================================================================ +Example 579 +================================================================================ +Target: += [] + +Prediction: += [] + +================================================================================ +Example 580 +================================================================================ +Target: +uid: + +Prediction: +0: + +================================================================================ +Example 581 +================================================================================ +Target: + for compound, value in self._database.get_reaction_values(reaction): + +Prediction: + if not reaction.compound_set: + +================================================================================ +Example 582 +================================================================================ +Target: + def swap_line(tab): + +Prediction: + return sm + +================================================================================ +Example 583 +================================================================================ +Target: + with resource_stream(*args) as source: + +Prediction: + f.write(resource_copy(package_or_requirement, resource_name, destination)) + +================================================================================ +Example 584 +================================================================================ +Target: + elastic_queries.extend(_process_field_queries(field_dictionary)) + +Prediction: + field_dictionary["fields"] = [field_dictionary] + +================================================================================ +Example 585 +================================================================================ +Target: + designated_port_id = ET.SubElement(port, "designated-port-id") + +Prediction: + designated_port_id = ET.SubElement(port, "designated-port-id") + +================================================================================ +Example 586 +================================================================================ +Target: +thisdepth + +Prediction: +thisdepth + +================================================================================ +Example 587 +================================================================================ +Target: +'bluecoat_sslv.call'](payload, False) + +Prediction: +'bluetooth.call'](payload) + +================================================================================ +Example 588 +================================================================================ +Target: + mesh = surface.mesh + +Prediction: + else: + +================================================================================ +Example 589 +================================================================================ +Target: +send_terrain_data() + +Prediction: +last_send_time = self.time() + +================================================================================ +Example 590 +================================================================================ +Target: +set_window_size(1920, 1080) + +Prediction: +set_session(self) + +================================================================================ +Example 591 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 592 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 593 +================================================================================ +Target: + new_avatar_json = self._avatar_request() + +Prediction: + new_device_json.update({"avatar_url": "https://www.google.com/images/avatars/avatar_%s%3D%"}) + +================================================================================ +Example 594 +================================================================================ +Target: +wp + +Prediction: +wp + +================================================================================ +Example 595 +================================================================================ +Target: +cast_mode + ' ' + primary_type + +Prediction: +primary_type, cast_mode + +================================================================================ +Example 596 +================================================================================ +Target: + if not token.last: + +Prediction: + self.delete(parent, obj) + +================================================================================ +Example 597 +================================================================================ +Target: +urlunparse(parsed) + +Prediction: +parsed.path + +================================================================================ +Example 598 +================================================================================ +Target: + del parser + +Prediction: + self.intermediate_data = self.intermediate_data.data + +================================================================================ +Example 599 +================================================================================ +Target: + self.first_get = False + +Prediction: + else: + +================================================================================ +Example 600 +================================================================================ +Target: + else: + +Prediction: + meth_call_str = '(' + arg_strs[:-4] + ', ' + arg_strs[-4:] + ')' + +================================================================================ +Example 601 +================================================================================ +Target: + try: + +Prediction: + word_char_chars = c.split('') + +================================================================================ +Example 602 +================================================================================ +Target: + options= + +Prediction: + self.relation_alias) + +================================================================================ +Example 603 +================================================================================ +Target: + for i, p in enumerate(self.params): + +Prediction: + for sub_query in query: + +================================================================================ +Example 604 +================================================================================ +Target: + curses.echo() + +Prediction: + self.screen.endwin() + +================================================================================ +Example 605 +================================================================================ +Target: +or len(contact['emailAddress']) == 0): + +Prediction: +_found') + +================================================================================ +Example 606 +================================================================================ +Target: +access_token + +Prediction: +access_token + +================================================================================ +Example 607 +================================================================================ +Target: + if (column_index < start_pos[1] or column_index > end_pos[1] or used_row[column_index]): + +Prediction: + if conv is None: + +================================================================================ +Example 608 +================================================================================ +Target: + example_farm_2]} + +Prediction: + example_farm_2] + +================================================================================ +Example 609 +================================================================================ +Target: +attribute,c + +Prediction: +attribute + +================================================================================ +Example 610 +================================================================================ +Target: + log = logging.getLogger("pyrax") + +Prediction: + string_parts.append("--log-format") + +================================================================================ +Example 611 +================================================================================ +Target: +scope + +Prediction: +scope + +================================================================================ +Example 612 +================================================================================ +Target: + conditions=docker_conditions, + +Prediction: + log_patterns=log_patterns, + +================================================================================ +Example 613 +================================================================================ +Target: +"No sprite map found: %s", map, extra={'stack': True}) + +Prediction: +'No sprite map found for %s', map) + +================================================================================ +Example 614 +================================================================================ +Target: + _, actual_sig_seg = actual.rsplit(b'.', 1) + +Prediction: + return expected, _ + +================================================================================ +Example 615 +================================================================================ +Target: +m: + +Prediction: +hasattr(m, 'config'): + +================================================================================ +Example 616 +================================================================================ +Target: +obj + +Prediction: +obj + +================================================================================ +Example 617 +================================================================================ +Target: + return 'python3' + +Prediction: + return 'python3' + +================================================================================ +Example 618 +================================================================================ +Target: + convert([ID], from_type) + +Prediction: + converter_types[from_type](to_type) + +================================================================================ +Example 619 +================================================================================ +Target: + raise RuntimeError( + +Prediction: + self.transport.close() + +================================================================================ +Example 620 +================================================================================ +Target: + 'POST', + +Prediction: + 'PATCH', + +================================================================================ +Example 621 +================================================================================ +Target: +control.get('granularity'), unit), + +Prediction: +unit, bank.get('granularity')), + +================================================================================ +Example 622 +================================================================================ +Target: +desired frequency for this notification""" + +Prediction: +notification preferences frequency specified by the frequency.""" + +================================================================================ +Example 623 +================================================================================ +Target: +context, filename) + +Prediction: +context, text) + +================================================================================ +Example 624 +================================================================================ +Target: += block_size + numDims * 8 + +Prediction: ++= CDF._set_bit(self._zDimSizes[zVar] * 4 + +================================================================================ +Example 625 +================================================================================ +Target: + subprocess.call([opener, target]) + +Prediction: + target.open("%s" % (opener,), opener) + +================================================================================ +Example 626 +================================================================================ +Target: + is_erc20 = contract.is_erc20() + +Prediction: + txt += "\n".format(contract.code) + +================================================================================ +Example 627 +================================================================================ +Target: + return name, data, mode + +Prediction: + return data, name + +================================================================================ +Example 628 +================================================================================ +Target: + print("Index error", len(table), row_idx) + +Prediction: + pass + +================================================================================ +Example 629 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 630 +================================================================================ +Target: + return self.request_json(self.config['multireddit_rename'], data=data, + +Prediction: + return self._rename_multireddit(data, new_name, new_name, **kwargs) + +================================================================================ +Example 631 +================================================================================ +Target: + return edge_data[RELATION] in relation_set + +Prediction: + return edge_data[RELATION] == relation_set + +================================================================================ +Example 632 +================================================================================ +Target: + data = self._post_resource(url, user.post_data()) + +Prediction: + return self._canvas.create_user(user, account_id, account_id, user, self._canvas_account_id) + +================================================================================ +Example 633 +================================================================================ +Target: + t = threading.Thread(target=log_writer, name='log_writer') + +Prediction: + thread = Thread(target=logfile_writer, name='logfile_writer') + +================================================================================ +Example 634 +================================================================================ +Target: + base = dates.date2num(dt) + +Prediction: + base = dates.epoch2num(dt.asi8 / 1.0E9) + +================================================================================ +Example 635 +================================================================================ +Target: + if "gcp" in file_types or "http" in file_types or "s3" in file_types: + +Prediction: + if "s3" in file_types: + +================================================================================ +Example 636 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 637 +================================================================================ +Target: +ax + +Prediction: +ax + +================================================================================ +Example 638 +================================================================================ +Target: +work: + +Prediction: +work: + +================================================================================ +Example 639 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 640 +================================================================================ +Target: += 0 + +Prediction: += random.randint(0, 65535) + +================================================================================ +Example 641 +================================================================================ +Target: + if rad_dict: + +Prediction: + if rad_dict: + +================================================================================ +Example 642 +================================================================================ +Target: + LOG.error('Failed to copy the local file to remote. ' + +Prediction: + LOG.error('Failed to copy file to remote file. ' + +================================================================================ +Example 643 +================================================================================ +Target: +p=probs) + +Prediction: +p=1, size=probs) + +================================================================================ +Example 644 +================================================================================ +Target: += None + +Prediction: += None + +================================================================================ +Example 645 +================================================================================ +Target: + self.crawlers.append(crawler) + +Prediction: + return crawler + +================================================================================ +Example 646 +================================================================================ +Target: + return node[1] + +Prediction: + else: + +================================================================================ +Example 647 +================================================================================ +Target: + for parent_obj in goobj_child.parents: + +Prediction: + for parent in goids_seen: + +================================================================================ +Example 648 +================================================================================ +Target: +fd) + +Prediction: +fd) + +================================================================================ +Example 649 +================================================================================ +Target: +rtol, + +Prediction: +func, + +================================================================================ +Example 650 +================================================================================ +Target: + return list(zip(it, map(score_cast_func, it))) + +Prediction: + return it + +================================================================================ +Example 651 +================================================================================ +Target: +plugItOrgaMode + +Prediction: +getOrgaMode(query) + +================================================================================ +Example 652 +================================================================================ +Target: + if len(values)!=12: + +Prediction: + return values + +================================================================================ +Example 653 +================================================================================ +Target: + self.errors += 1 + +Prediction: + self._received_errors = errors.received_errors() + +================================================================================ +Example 654 +================================================================================ +Target: + except Exception as err: + +Prediction: + else: + +================================================================================ +Example 655 +================================================================================ +Target: +'.join(res) + +Prediction: +'.join(res) + +================================================================================ +Example 656 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 657 +================================================================================ +Target: + license_template=None, + +Prediction: + gitignore_dir=None, + +================================================================================ +Example 658 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 659 +================================================================================ +Target: +|\?+|\++|,+|\)+|\(+|\\+|\/+|\*+|\[+|\]+|}+|{+|\|+|_+)''', r' \1 ', text) + +Prediction: +)''', text) + +================================================================================ +Example 660 +================================================================================ +Target: + output[0, 'YZ'] = dataset.slice(normal='x', origin=[x,y,z], generate_triangles=generate_triangles) + +Prediction: + else: + +================================================================================ +Example 661 +================================================================================ +Target: + elif isinstance(blockchain_client, (BitcoindClient, AuthServiceProxy)): + +Prediction: + else: + +================================================================================ +Example 662 +================================================================================ +Target: +in middlewares: + +Prediction: +in middlewares: + +================================================================================ +Example 663 +================================================================================ +Target: +timeout=10) + +Prediction: +timeout=10) + +================================================================================ +Example 664 +================================================================================ +Target: +self.value + +Prediction: +self._svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalue_svalu + +================================================================================ +Example 665 +================================================================================ +Target: + finally: + +Prediction: + return + +================================================================================ +Example 666 +================================================================================ +Target: +arch.register_names[self.state.arch.sp_offset] + +Prediction: +stack.pop() + +================================================================================ +Example 667 +================================================================================ +Target: +e in vs) + +Prediction: +e in vs) + +================================================================================ +Example 668 +================================================================================ +Target: + if e.errno != errno.ENOENT: + +Prediction: + if e.errno != errno.ENOENT: + +================================================================================ +Example 669 +================================================================================ +Target: + self.model().deleteItemAtIndex(currentIndex) + +Prediction: + self.removeCurrentFile(currentIndex) + +================================================================================ +Example 670 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 671 +================================================================================ +Target: +update(update_query) + +Prediction: +set_statement(update_query) + +================================================================================ +Example 672 +================================================================================ +Target: + raise Http404 + +Prediction: + return HttpResponseNotFound('Page not found') + +================================================================================ +Example 673 +================================================================================ +Target: + self._dict_boundary) + +Prediction: + self._config, + +================================================================================ +Example 674 +================================================================================ +Target: + for i in range(8): + +Prediction: + if x == 0: + +================================================================================ +Example 675 +================================================================================ +Target: + except AttributeError: + +Prediction: + except KeyError: + +================================================================================ +Example 676 +================================================================================ +Target: + tf.debugging.assert_scalar(data) + +Prediction: + tag = tf.summary.scope.tag(tag, tag, display_name=display_name) + +================================================================================ +Example 677 +================================================================================ +Target: + _time() - start) + +Prediction: + sock_info.ispool(self._pool.opts.metadata, + +================================================================================ +Example 678 +================================================================================ +Target: + sortedfasta = sort([tidyfasta, "--sizes"]) + +Prediction: + sortfasta = sort(tidyfasta, ["pctid", print]) + +================================================================================ +Example 679 +================================================================================ +Target: +pop('host_mac') + +Prediction: +pop('host_mac') + +================================================================================ +Example 680 +================================================================================ +Target: +omega=omega + +Prediction: +phi_im1=omega + +================================================================================ +Example 681 +================================================================================ +Target: + return res + +Prediction: + res = res.append_formula(no_return) + +================================================================================ +Example 682 +================================================================================ +Target: + raise TypeError('page_size param should be an int') + +Prediction: + raise TypeError('page_size param should be a int') + +================================================================================ +Example 683 +================================================================================ +Target: +astype( + +Prediction: +to_mask() + +================================================================================ +Example 684 +================================================================================ +Target: +el.tag, extra) + +Prediction: +'%' % extra, extra) + +================================================================================ +Example 685 +================================================================================ +Target: + if joliet: + +Prediction: + with open(iso_path, 'rb') as iso_file: + +================================================================================ +Example 686 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 687 +================================================================================ +Target: +(x1-x0) * d / 15 + +Prediction: +(x1-x0) * d / 15 + +================================================================================ +Example 688 +================================================================================ +Target: +self, '_set'): + +Prediction: +self, '_set'): + +================================================================================ +Example 689 +================================================================================ +Target: + raise ValueError( + +Prediction: + raise ValueError("Kraus operators for {0} qubits must have shape {1}x{1}: {2}".format(n, 2 ** n, kdk_sum)) + +================================================================================ +Example 690 +================================================================================ +Target: + self.plot_eigh1(colorbar=colorbar, cb_orientation=cb_orientation, + +Prediction: + for i in range(axes_labelsize): + +================================================================================ +Example 691 +================================================================================ +Target: +AdsVersion(ads_version)) + +Prediction: +ads_version_buffer.value.decode()) + +================================================================================ +Example 692 +================================================================================ +Target: + PaginationConfig=config) + +Prediction: + page_size=page_size, + +================================================================================ +Example 693 +================================================================================ +Target: + table.append(list(row)) # copy row and insert into table + +Prediction: + return table + +================================================================================ +Example 694 +================================================================================ +Target: + return test_format + +Prediction: + return test_format + +================================================================================ +Example 695 +================================================================================ +Target: + if email: + +Prediction: + if query: + +================================================================================ +Example 696 +================================================================================ +Target: + return ChosenInlineResult(**data) + +Prediction: + return data + +================================================================================ +Example 697 +================================================================================ +Target: + elif magic == MH_CIGAM: + +Prediction: + elif magic == MH_MAGIC_64: + +================================================================================ +Example 698 +================================================================================ +Target: + network}) + +Prediction: + network}) + +================================================================================ +Example 699 +================================================================================ +Target: +- content_area * .05), int(content_area + content_area * .05)) + +Prediction: +/ height)) + +================================================================================ +Example 700 +================================================================================ +Target: + if len(returns) < 1: + +Prediction: + return returns + +================================================================================ +Example 701 +================================================================================ +Target: +'<'): + +Prediction: +'['): + +================================================================================ +Example 702 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 703 +================================================================================ +Target: + elif after is not None and not callable(after): + +Prediction: + self.subclass(name, before, after) + +================================================================================ +Example 704 +================================================================================ +Target: + self.endMoveRows() + +Prediction: + self.endMoveRows() + +================================================================================ +Example 705 +================================================================================ +Target: +handle_reflection() + +Prediction: +_observables.append(Observable(self, time, kinds, datasets, ignore_effects) + +================================================================================ +Example 706 +================================================================================ +Target: + nonewline=False, + +Prediction: + timeout_seconds=None, + +================================================================================ +Example 707 +================================================================================ +Target: + "none": + +Prediction: + "none": + +================================================================================ +Example 708 +================================================================================ +Target: +trigger.get("sensitivity") + +Prediction: +self.triggers[trigger] + +================================================================================ +Example 709 +================================================================================ +Target: + catalog_uuid=enterprise_catalog_uuid + +Prediction: +code(query_string_params) + +================================================================================ +Example 710 +================================================================================ +Target: + diff_horiz_data = self._get_daily_data_collections( + +Prediction: + diff_horiz_data = self._get_daily_data_collections( + +================================================================================ +Example 711 +================================================================================ +Target: +'') + +Prediction: +'') + +================================================================================ +Example 712 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 713 +================================================================================ +Target: + return + +Prediction: + runs = self.block.content + +================================================================================ +Example 714 +================================================================================ +Target: + retry_wait, timeout) + +Prediction: + retry_wait, timeout + +================================================================================ +Example 715 +================================================================================ +Target: + if len(elems) != 1: + +Prediction: + if elems: + +================================================================================ +Example 716 +================================================================================ +Target: +True + +Prediction: +self.shell.send( + +================================================================================ +Example 717 +================================================================================ +Target: + return render(request, template_name=template_name, context=context) + +Prediction: + return render(request, template_name, **kwargs) + +================================================================================ +Example 718 +================================================================================ +Target: +to_ts) + +Prediction: +from_ts) + +================================================================================ +Example 719 +================================================================================ +Target: + 'callback': callback, + +Prediction: + 'event_type': event_type + +================================================================================ +Example 720 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 721 +================================================================================ +Target: + return struct.pack('H', bits16) + +Prediction: + return (bits16 << 8) | bits + +================================================================================ +Example 722 +================================================================================ +Target: + return self.cursor.lastrowid + +Prediction: + return self.cursor.lastrowid + +================================================================================ +Example 723 +================================================================================ +Target: + else: + +Prediction: + sys.exit(1) + +================================================================================ +Example 724 +================================================================================ +Target: +to see available importers.') + +Prediction: +--list to print all importers') + +================================================================================ +Example 725 +================================================================================ +Target: + filename).load_module() + +Prediction: + filename) + +================================================================================ +Example 726 +================================================================================ +Target: +bands + +Prediction: +bands + +================================================================================ +Example 727 +================================================================================ +Target: +_request_handler_chains.append(request_handler_chain) + +Prediction: +_request_handler_chain = request_handler_chain + +================================================================================ +Example 728 +================================================================================ +Target: + ret = _sync('pillar', saltenv, extmod_whitelist, extmod_blacklist) + +Prediction: + else: + +================================================================================ +Example 729 +================================================================================ +Target: + logger.debug("name: %s", name_id.text) + +Prediction: + return name_id + +================================================================================ +Example 730 +================================================================================ +Target: + if state.etag is not None: + +Prediction: + return request + +================================================================================ +Example 731 +================================================================================ +Target: + if remaining == 0: + +Prediction: + if remaining == 0: + +================================================================================ +Example 732 +================================================================================ +Target: +CLIError(usage) + +Prediction: +CLIError('--no-verify and --ca are mutually exclusive') + +================================================================================ +Example 733 +================================================================================ +Target: +os.path.abspath(filepath)) + +Prediction: +filepath) + +================================================================================ +Example 734 +================================================================================ +Target: +is %r", o) + +Prediction: +status: {}".format(o)) + +================================================================================ +Example 735 +================================================================================ +Target: + if setup.flag_ylabel and setup.fmt_ylabel: + +Prediction: + if setup.flag_ylabel and setup.fmt_ylabel: + +================================================================================ +Example 736 +================================================================================ +Target: + self._process_line(line) + +Prediction: + yield line + +================================================================================ +Example 737 +================================================================================ +Target: + file + ".") + +Prediction: + file + ".") + +================================================================================ +Example 738 +================================================================================ +Target: + self.append_metrics(metrics, 'epoch') + +Prediction: + self.last_epoch_time = now - self.last_epoch_time + +================================================================================ +Example 739 +================================================================================ +Target: + """ + +Prediction: + """ + +================================================================================ +Example 740 +================================================================================ +Target: + delta_x = self._libinput.libinput_event_gesture_get_dx_unaccelerated( + +Prediction: + self._update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_update_upd + +================================================================================ +Example 741 +================================================================================ +Target: +requests.LeaseRequest]: + +Prediction: +0].size() == 0: + +================================================================================ +Example 742 +================================================================================ +Target: +site_data, indent=4) + +Prediction: +data) + +================================================================================ +Example 743 +================================================================================ +Target: + name = '.'.join((field.dtype.__module__, field.dtype.__name__)) + +Prediction: + dtype_def_para_para = nodes.paragraph() + +================================================================================ +Example 744 +================================================================================ +Target: + lClassId = classId.lower() + +Prediction: + return classId.__class_id + +================================================================================ +Example 745 +================================================================================ +Target: + except ImportError: + +Prediction: + from . import getattr(obj, mod_path) + +================================================================================ +Example 746 +================================================================================ +Target: + return next_sketch, att, aligned_hidden_sketch + +Prediction: + aligned_hidden_sketch = tf.reshape(aligned_hidden_sketch, [-1, 1]) + +================================================================================ +Example 747 +================================================================================ +Target: + binds = ['{0}:{1}:rw'.format(script_dir, container_script_dir)] + +Prediction: + else: + +================================================================================ +Example 748 +================================================================================ +Target: + n_features = X.shape[1] + +Prediction: + Xs = scipy.stats.norm(Xr) + +================================================================================ +Example 749 +================================================================================ +Target: +lstrip().rstrip(): + +Prediction: +lower(): + +================================================================================ +Example 750 +================================================================================ +Target: +offset = registry_value.offset + +Prediction: +key_timestamp = timestamp + +================================================================================ +Example 751 +================================================================================ +Target: +exist') + +Prediction: +match any path for "iScsi" ' + +================================================================================ +Example 752 +================================================================================ +Target: + self._uri, + +Prediction: + self._uri, + +================================================================================ +Example 753 +================================================================================ +Target: + return command + +Prediction: + return subprocess.call(command) + +================================================================================ +Example 754 +================================================================================ +Target: + "Please ensure that this contract instance has an address." + +Prediction: + "When using `ContractFunction.to` from the contract factory", + +================================================================================ +Example 755 +================================================================================ +Target: +order the result set such + +Prediction: +the content type that the + +================================================================================ +Example 756 +================================================================================ +Target: +values + +Prediction: +values + +================================================================================ +Example 757 +================================================================================ +Target: + yield node_id + +Prediction: + return node_id + +================================================================================ +Example 758 +================================================================================ +Target: + copyfile_atomic(source_path, dest_path, make_parents=make_parents, backup_suffix=backup_suffix) + +Prediction: + symlinks = symlinks + +================================================================================ +Example 759 +================================================================================ +Target: + } + +Prediction: + 'error': result.error, + +================================================================================ +Example 760 +================================================================================ +Target: + verbose_atts = [verbose_atts] + +Prediction: + return tuple(list, tuple) + +================================================================================ +Example 761 +================================================================================ +Target: + path = content.decode() + +Prediction: + return content + +================================================================================ +Example 762 +================================================================================ +Target: +qs + +Prediction: +qs + +================================================================================ +Example 763 +================================================================================ +Target: +'kind'].lower() + +Prediction: +'kind'].lower() + +================================================================================ +Example 764 +================================================================================ +Target: +in open(self.fam_file): + +Prediction: +in self.fam_file.readlines(): + +================================================================================ +Example 765 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 766 +================================================================================ +Target: + value + +Prediction: + value + +================================================================================ +Example 767 +================================================================================ +Target: +settings, 'SPECTATOR_SLUG_SALT'): + +Prediction: +settings, 'SPECTATOR_SLUG_ALPHABET'): + +================================================================================ +Example 768 +================================================================================ +Target: +encrypted_string) + +Prediction: +encrypted_string) + +================================================================================ +Example 769 +================================================================================ +Target: + t.join() + +Prediction: + t.join() + +================================================================================ +Example 770 +================================================================================ +Target: + gstats = do_levmarq(s, glbl_nms, max_iter=glbl_mx_itr, run_length= + +Prediction: + else: + +================================================================================ +Example 771 +================================================================================ +Target: +default + +Prediction: +argument_value(parg.dest) + +================================================================================ +Example 772 +================================================================================ +Target: + logger.debug("Seeking to {} seconds; frame {}".format(self.clock.time, + +Prediction: + self.clock.step = self.clock.time + +================================================================================ +Example 773 +================================================================================ +Target: +None: + +Prediction: +None: + +================================================================================ +Example 774 +================================================================================ +Target: + dict() + +Prediction: + copy.deepcopy(data_and_metadata.metadata) + +================================================================================ +Example 775 +================================================================================ +Target: +output_shell: + +Prediction: +channel.send(recv_part): + +================================================================================ +Example 776 +================================================================================ +Target: + params = copy_params(request.GET, ignore_params) + +Prediction: + data = urlencode(dict((k, quote(v)) for k, v in request.GET.items()) + +================================================================================ +Example 777 +================================================================================ +Target: + return model + +Prediction: + return model + +================================================================================ +Example 778 +================================================================================ +Target: + component = components[i] # np.argwhere(labels==i).flatten() + +Prediction: + components = components[i] + +================================================================================ +Example 779 +================================================================================ +Target: + return callback(config) + +Prediction: + return callback(config) + +================================================================================ +Example 780 +================================================================================ +Target: + bp = BelRdfProcessor(g) + +Prediction: + return INDRA(g) + +================================================================================ +Example 781 +================================================================================ +Target: + self.dunder_all_error = None + +Prediction: + self.dunder_none = None + +================================================================================ +Example 782 +================================================================================ +Target: + return text.replace('\x00', '^') + +Prediction: + return text + +================================================================================ +Example 783 +================================================================================ +Target: + predictor + +Prediction: + predictor + +================================================================================ +Example 784 +================================================================================ +Target: += self.settings[u"initial_presence"] + +Prediction: += event.stream.peer + +================================================================================ +Example 785 +================================================================================ +Target: + data = _status_query(target, hostname, service=service, enumerate=numeric) + +Prediction: + if numeric: + +================================================================================ +Example 786 +================================================================================ +Target: + raise SkypeError(0, 'Group creating failed') + +Prediction: + return None + +================================================================================ +Example 787 +================================================================================ +Target: + ret = {} + +Prediction: + return cur + +================================================================================ +Example 788 +================================================================================ +Target: +lineno += 1 + +Prediction: +lexmatch(group("end").decode("utf8")) + +================================================================================ +Example 789 +================================================================================ +Target: + self.enableFifo() + +Prediction: + self.i2c_io.write(self.MPU6050_ADDRESS, self.MPU6050_RA_FIFO_ENABLE, 0x01) + +================================================================================ +Example 790 +================================================================================ +Target: + identifier)) + +Prediction: + identifier)) + +================================================================================ +Example 791 +================================================================================ +Target: + if uid: + +Prediction: + return uid + +================================================================================ +Example 792 +================================================================================ +Target: +version + +Prediction: +get('major', '0') + +================================================================================ +Example 793 +================================================================================ +Target: + return self.EMPTY.join(result) + +Prediction: + return result + +================================================================================ +Example 794 +================================================================================ +Target: + self.session.register(endpoint=func, procedure=procedure, options=options) + +Prediction: + yield func + +================================================================================ +Example 795 +================================================================================ +Target: +box_objects if obj.y_loc == max_y_loc])) + +Prediction: +objects_per_box if objects_per_box.y_loc >= max_y_loc])) + +================================================================================ +Example 796 +================================================================================ +Target: +ConnectionError(_request_exc_message(exc), exc) + +Prediction: +ValueError(_request_message(exc), exc, + +================================================================================ +Example 797 +================================================================================ +Target: +val=self.host_mem_available)) + +Prediction: +val=self.host_mem_avail)) + +================================================================================ +Example 798 +================================================================================ +Target: +2 ** self._bit_count - 1 + +Prediction: +(1 << self._bitRange[ 0 ]) - 1 + +================================================================================ +Example 799 +================================================================================ +Target: + (np.pi - theta) * (1. + 2. * tf.cos(theta) ** 2) + +Prediction: + np.pi - theta + +================================================================================ +Example 800 +================================================================================ +Target: + self.directive.result.append(self.indent + line, source, *lineno) + +Prediction: + return rst + +================================================================================ +Example 801 +================================================================================ +Target: + return self.__find_and_modify(filter, projection, + +Prediction: + return self._find_one_and_replace(filter, replacement, projection, sort, upsert, kwargs) + +================================================================================ +Example 802 +================================================================================ +Target: +'?force=True' + +Prediction: +'?force' + +================================================================================ +Example 803 +================================================================================ +Target: +cmd) + +Prediction: +cmd) + +================================================================================ +Example 804 +================================================================================ +Target: +ImportError: + +Prediction: +AttributeError: + +================================================================================ +Example 805 +================================================================================ +Target: +_ToolkitError("Target column contains " + str(dataset[target].dtype) + +Prediction: +_ToolkitError("Target column must be integers or strings" + +================================================================================ +Example 806 +================================================================================ +Target: + cs = [l[0] for l in cdiff[iline]] + +Prediction: + left = a[iline:iline] + +================================================================================ +Example 807 +================================================================================ +Target: +- 1) + +Prediction: +- 1) + +================================================================================ +Example 808 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 809 +================================================================================ +Target: + raise problems.DuplicateMapping(filename) + +Prediction: + raise problems.InvalidMapping(filename) + +================================================================================ +Example 810 +================================================================================ +Target: + c = 1.0 + +Prediction: + for i in range(a + 1): + +================================================================================ +Example 811 +================================================================================ +Target: + d = t.transform(ast) + +Prediction: + return ast + +================================================================================ +Example 812 +================================================================================ +Target: + user_obj=user_obj, + +Prediction: + user_obj=user_obj, + +================================================================================ +Example 813 +================================================================================ +Target: + namespace_targets = utils.first_true( + +Prediction: + if not version: + +================================================================================ +Example 814 +================================================================================ +Target: + self.log_exc(u"String '%s' is not a valid id format" % (id_format), exc, True, ValueError) + +Prediction: + raise ValueError( + +================================================================================ +Example 815 +================================================================================ +Target: + qsxs = sum([qs[i]*xs[i] for i in cmps]) + +Prediction: + Vs = sum([Vi for i in cmps]) + +================================================================================ +Example 816 +================================================================================ +Target: +not in fields: + +Prediction: +in fields: + +================================================================================ +Example 817 +================================================================================ +Target: + colspan(html, sys.version, ncol, 1) + +Prediction: + cols(html, txt, 'system.version', ncol, ncol) + +================================================================================ +Example 818 +================================================================================ +Target: + error.end + +Prediction: + chars + +================================================================================ +Example 819 +================================================================================ +Target: +value] + +Prediction: +i] + +================================================================================ +Example 820 +================================================================================ +Target: +auto_backup + +Prediction: +auto_recovery_lock + +================================================================================ +Example 821 +================================================================================ +Target: +arg in args[0:len(args) - len(defaults)]: + +Prediction: +arg in args: + +================================================================================ +Example 822 +================================================================================ +Target: +0] << 8 | buf_t[1]) & 0xFFFC + +Prediction: +0] << 16) + buf_t[1] + (buf_h >> 8) + +================================================================================ +Example 823 +================================================================================ +Target: + client.execute_command('setIamPolicy', {'resource': topic, 'body': {'policy': policy}}) + +Prediction: + policy['bindings'] = {'members': [publisher], 'role': 'roles/pubsub.publisher'} + +================================================================================ +Example 824 +================================================================================ +Target: +self.connection) + +Prediction: +self.connection, + +================================================================================ +Example 825 +================================================================================ +Target: +_warn("Tab character at line {}".format(linenum)) + +Prediction: +_write_line(line_without_nl) + +================================================================================ +Example 826 +================================================================================ +Target: + return slot + +Prediction: + slot = 1 + +================================================================================ +Example 827 +================================================================================ +Target: + "temp.pdf", "temp.txt"]) + +Prediction: + userPDF]) + +================================================================================ +Example 828 +================================================================================ +Target: +"BÌNH ÐỊA MỘC", + +Prediction: +"ÐẠI LÂM MỘC", + +================================================================================ +Example 829 +================================================================================ +Target: +bar: + +Prediction: +pb: + +================================================================================ +Example 830 +================================================================================ +Target: + if k > 0: + +Prediction: + L_onehot[i, j, k] = L[row, k] + +================================================================================ +Example 831 +================================================================================ +Target: + self.title = parser.get_name() or self.name.replace('_', ' ').title() + +Prediction: + self.started = parser.get_started() + +================================================================================ +Example 832 +================================================================================ +Target: + password, + +Prediction: + password, ssl, + +================================================================================ +Example 833 +================================================================================ +Target: + idxs = np.where(np.max(np.abs(ctrs - x), axis=1) <= self.hside)[0] + +Prediction: + ctrs = [] + +================================================================================ +Example 834 +================================================================================ +Target: + **kwargs) + +Prediction: + result=result) + +================================================================================ +Example 835 +================================================================================ +Target: + message.append(line) + +Prediction: + message.append(_blue(line)) + +================================================================================ +Example 836 +================================================================================ +Target: + if p == 1: return self.xs[-1] + +Prediction: + return self.xs[1] + +================================================================================ +Example 837 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 838 +================================================================================ +Target: += None, + +Prediction: += None, + +================================================================================ +Example 839 +================================================================================ +Target: + region = Region.load(regionfile) + +Prediction: + return im + +================================================================================ +Example 840 +================================================================================ +Target: +web_scrape.scrape(url) + +Prediction: +web_scrape.readable_web_pdf.get_document(url) + +================================================================================ +Example 841 +================================================================================ +Target: + return (None, argv) + +Prediction: + return (argv, argv) + +================================================================================ +Example 842 +================================================================================ +Target: + if 'y' in cmatrix: + +Prediction: + else: + +================================================================================ +Example 843 +================================================================================ +Target: +(self.preferred_modules[mod_path], mod_path), + +Prediction: +[], + +================================================================================ +Example 844 +================================================================================ +Target: +!= errno.ENOENT: + +Prediction: +!= 17: # not found: + +================================================================================ +Example 845 +================================================================================ +Target: +NoResultFound: + +Prediction: +Exception as e: + +================================================================================ +Example 846 +================================================================================ +Target: + raise InvalidEntity(self.get_line_number(), line, position, namespace, name) + +Prediction: + raise ValueError("Function not in scope") + +================================================================================ +Example 847 +================================================================================ +Target: += row.strip().split(state["delimiter"]) + +Prediction: += row.random_init_map(label, state, label, inp) + +================================================================================ +Example 848 +================================================================================ +Target: +self.minimumPageSize().width() + +Prediction: +self.width() - 80 - 80 + +================================================================================ +Example 849 +================================================================================ +Target: + ] + +Prediction: + ] + +================================================================================ +Example 850 +================================================================================ +Target: +add_message( + +Prediction: +continue + +================================================================================ +Example 851 +================================================================================ +Target: + name, name.split('-', 1)[1], + +Prediction: + name=func, + +================================================================================ +Example 852 +================================================================================ +Target: + if hasattr(item, '__html__'): + +Prediction: + if isinstance(item, str): + +================================================================================ +Example 853 +================================================================================ +Target: +prevent_singularity: + +Prediction: +hash_type == 'doubleHash': + +================================================================================ +Example 854 +================================================================================ +Target: + m_ret + +Prediction: +_minions, six.string_types) + +================================================================================ +Example 855 +================================================================================ +Target: + if data: + +Prediction: + except CommandExecutionError: + +================================================================================ +Example 856 +================================================================================ +Target: + 'lot_size', 'stock_name', 'stock_owner', + +Prediction: + + +================================================================================ +Example 857 +================================================================================ +Target: + self.fig.canvas.draw_idle() + +Prediction: + self.clear() + +================================================================================ +Example 858 +================================================================================ +Target: +), + +Prediction: +), + +================================================================================ +Example 859 +================================================================================ +Target: +rect) + +Prediction: +rect) + +================================================================================ +Example 860 +================================================================================ +Target: + if not row: + +Prediction: + db.remove(row) + +================================================================================ +Example 861 +================================================================================ +Target: + return instance._listeners[change['name']][change['mode']] + +Prediction: + ): + +================================================================================ +Example 862 +================================================================================ +Target: +conference_trim, + +Prediction: +conference_trim, + +================================================================================ +Example 863 +================================================================================ +Target: +forgive: + +Prediction: +resolved: + +================================================================================ +Example 864 +================================================================================ +Target: + return self._encode_invoke(list_compare_and_remove_all_codec, values=data_items) + +Prediction: + return data_items + +================================================================================ +Example 865 +================================================================================ +Target: +body, + +Prediction: +body, + +================================================================================ +Example 866 +================================================================================ +Target: + node.add_opt('--trigger-id', str(trigger_id)) + +Prediction: + node.add_input_opt('--trigger-id', trigger_id) + +================================================================================ +Example 867 +================================================================================ +Target: + bounds[name] = (lower, upper) + +Prediction: + bounds[name] = lower = lower + upper + +================================================================================ +Example 868 +================================================================================ +Target: +self.sign * (to_angle - self.from_angle) + +Prediction: +self.sign * (from_angle - self.to_angle) + +================================================================================ +Example 869 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 870 +================================================================================ +Target: +kmip_version + +Prediction: +kmip_version + +================================================================================ +Example 871 +================================================================================ +Target: + return self.create_card(card_json) + +Prediction: + return self._get_card_content(card_json) + +================================================================================ +Example 872 +================================================================================ +Target: + replace_map[sub_id] = new_subcol_ident + +Prediction: + if new_subcol_ident in modified: + +================================================================================ +Example 873 +================================================================================ +Target: +to_raise[target] = exception + +Prediction: +exceptions.exceptions.append(target) + +================================================================================ +Example 874 +================================================================================ +Target: + strErrMsg = 'ERROR. The ratio of X and Y dimensions in ' + \ + +Prediction: + if varPix2DgrX > varPix2DgrY: + +================================================================================ +Example 875 +================================================================================ +Target: +update(context) + +Prediction: +render(context) + +================================================================================ +Example 876 +================================================================================ +Target: + 'q') + +Prediction: + 'f', 'd', 'dt', 'b', 'c') and \ + +================================================================================ +Example 877 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 878 +================================================================================ +Target: + if value is not None: + +Prediction: + if (value == 'none' != '1') + +================================================================================ +Example 879 +================================================================================ +Target: + return answers + +Prediction: + return answers + +================================================================================ +Example 880 +================================================================================ +Target: +cterm) + +Prediction: +cterm) + +================================================================================ +Example 881 +================================================================================ +Target: += True + +Prediction: += True + +================================================================================ +Example 882 +================================================================================ +Target: + knxdata[1] + +Prediction: + knxdata[1] + 1 + +================================================================================ +Example 883 +================================================================================ +Target: + pkg_resources.register_loader_type(cls, pkg_resources.DefaultProvider) + +Prediction: + if pkg_resources.get_path('pkg_resources.py') is None: + +================================================================================ +Example 884 +================================================================================ +Target: + return response + +Prediction: + return response + +================================================================================ +Example 885 +================================================================================ +Target: +close() + +Prediction: +close(sock.family) + +================================================================================ +Example 886 +================================================================================ +Target: + self.params[base_key], args, kwargs) + +Prediction: + base_kwargs, kwargs) + +================================================================================ +Example 887 +================================================================================ +Target: +out_q.get() + +Prediction: +next(out_q) + +================================================================================ +Example 888 +================================================================================ +Target: + 'limit': limit, + +Prediction: + 'limit': limit + +================================================================================ +Example 889 +================================================================================ +Target: + return s3_app_bucket + +Prediction: + return s3_app_bucket + +================================================================================ +Example 890 +================================================================================ +Target: + return hash(frozenset((k, omnihash(v)) for k, v in obj.items())) + +Prediction: + return dict(omnihash(obj) + +================================================================================ +Example 891 +================================================================================ +Target: + if sys.version_info[0] < 3: + +Prediction: + return Popen([sendmail, "-i", mailto], stdout=PIPE, stderr=PIPE) + +================================================================================ +Example 892 +================================================================================ +Target: +"": + +Prediction: +'': + +================================================================================ +Example 893 +================================================================================ +Target: + vcs_nodes = ET.SubElement(output, "vcs-nodes") + +Prediction: + vcs_node_info = ET.Element("output") + +================================================================================ +Example 894 +================================================================================ +Target: +match + +Prediction: +match + +================================================================================ +Example 895 +================================================================================ +Target: + None + +Prediction: + None + +================================================================================ +Example 896 +================================================================================ +Target: +line_specs)) + +Prediction: +line_specs)) + +================================================================================ +Example 897 +================================================================================ +Target: + if addr1 != addr2: + +Prediction: + self.add_statements_to_whitelist(addr2, (stmt_idx2,)) + +================================================================================ +Example 898 +================================================================================ +Target: +runas) + +Prediction: +runas) + +================================================================================ +Example 899 +================================================================================ +Target: + out += hex(self.r)[2:] + +Prediction: + out += "%s" % self.r + +================================================================================ +Example 900 +================================================================================ +Target: +objectInput: + +Prediction: +payload: + +================================================================================ +Example 901 +================================================================================ +Target: + Sw += Si + +Prediction: + Si.shuffle(1, 1) + +================================================================================ +Example 902 +================================================================================ +Target: +child) + +Prediction: +child) + +================================================================================ +Example 903 +================================================================================ +Target: + raise BadOrderParameters( + +Prediction: + raise BadOrderParameters( + +================================================================================ +Example 904 +================================================================================ +Target: + return False + +Prediction: + elif contents[0] in self.valid: + +================================================================================ +Example 905 +================================================================================ +Target: + var.append(var[0]) + +Prediction: + var = var[0] + +================================================================================ +Example 906 +================================================================================ +Target: +LCHuvColor( + +Prediction: +lch + +================================================================================ +Example 907 +================================================================================ +Target: + return False + +Prediction: + raise e + +================================================================================ +Example 908 +================================================================================ +Target: + return py_files + +Prediction: + return py_files + +================================================================================ +Example 909 +================================================================================ +Target: + 'orgresource': orgresource, + +Prediction: + 'dstresource': dstresource, + +================================================================================ +Example 910 +================================================================================ +Target: +None + +Prediction: +data + +================================================================================ +Example 911 +================================================================================ +Target: +0}/{1}/{2}'.format( + +Prediction: +0}{1}}'.format(_user_type) + +================================================================================ +Example 912 +================================================================================ +Target: += 'pyramid' + +Prediction: += 'pyramid' + +================================================================================ +Example 913 +================================================================================ +Target: + date=datetime.today()) + +Prediction: + self.section=self.section, + +================================================================================ +Example 914 +================================================================================ +Target: +'eq'), + +Prediction: +'eq'), + +================================================================================ +Example 915 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 916 +================================================================================ +Target: + return f.read() + +Prediction: + return f.read() + +================================================================================ +Example 917 +================================================================================ +Target: += kwargs.pop('callback', self._callback) + +Prediction: += kwargs.pop('callback', self._callback) + +================================================================================ +Example 918 +================================================================================ +Target: +(ans, name, obj.__class__), + +Prediction: +(name, type(ans), ans)) + +================================================================================ +Example 919 +================================================================================ +Target: +wx.EVT_MENU, self.on_menu_help, menu_help) + +Prediction: +wx.EVT_MENU, wx.OnMenu, menu_help) + +================================================================================ +Example 920 +================================================================================ +Target: + self.limit, self.batch_size, self.flags, self.read_concern, + +Prediction: + self.explain, self.sort_keys, self.sort_key_order, self.sort_key_col, + +================================================================================ +Example 921 +================================================================================ +Target: + if 'first_atoms' in self._displacement_dataset: + +Prediction: + return self._supercell.displacements(disp) + +================================================================================ +Example 922 +================================================================================ +Target: +and rate > 0.0: + +Prediction: +and rng is None: + +================================================================================ +Example 923 +================================================================================ +Target: +scan: + +Prediction: +ref: + +================================================================================ +Example 924 +================================================================================ +Target: + groups[m_index].append(a_index) + +Prediction: + groups[m_index].append(a_index) + +================================================================================ +Example 925 +================================================================================ +Target: + return + +Prediction: + return + +================================================================================ +Example 926 +================================================================================ +Target: + return self.is_hooked(hook_addr) + +Prediction: + return True + +================================================================================ +Example 927 +================================================================================ +Target: + 'Required property \'status_description\' not present in DocumentStatus JSON' + +Prediction: + 'Required property \'status_description\' not present in DocumentStatus JSON' + +================================================================================ +Example 928 +================================================================================ +Target: +rootDir) + +Prediction: +rootDir) + +================================================================================ +Example 929 +================================================================================ +Target: +True + +Prediction: +False + +================================================================================ +Example 930 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 931 +================================================================================ +Target: +'Not supported' + +Prediction: +False + +================================================================================ +Example 932 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 933 +================================================================================ +Target: + callback.before_iteration = True + +Prediction: + return env + +================================================================================ +Example 934 +================================================================================ +Target: +coords + +Prediction: +coords, coords + +================================================================================ +Example 935 +================================================================================ +Target: +row, tuple): + +Prediction: +row, tuple): + +================================================================================ +Example 936 +================================================================================ +Target: + filters = [is_defined, not_self, + +Prediction: + return is_defined(define_object(resource, name, not_self) + +================================================================================ +Example 937 +================================================================================ +Target: + ', replaces) + +Prediction: + ', replaces) + +================================================================================ +Example 938 +================================================================================ +Target: + return token + +Prediction: + return token + +================================================================================ +Example 939 +================================================================================ +Target: +n: + +Prediction: +n.startswith("-"): + +================================================================================ +Example 940 +================================================================================ +Target: +pgroups_out + +Prediction: +pgroups_out + +================================================================================ +Example 941 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 942 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 943 +================================================================================ +Target: +lang) + +Prediction: +lang) + +================================================================================ +Example 944 +================================================================================ +Target: + 'tournament', + +Prediction: + data={ + +================================================================================ +Example 945 +================================================================================ +Target: + return dict(alerts_on=alerts_on, obj_type=obj_type) + +Prediction: + alerts_on = True + +================================================================================ +Example 946 +================================================================================ +Target: + iterable = [pool.spawn(func, i, *args, **kwargs) for i in iterable] + +Prediction: + pool = pool.add_pool() + +================================================================================ +Example 947 +================================================================================ +Target: +error( + +Prediction: +error("-" * 40, e.strerror) + +================================================================================ +Example 948 +================================================================================ +Target: +int(allele)) + +Prediction: +allele) + +================================================================================ +Example 949 +================================================================================ +Target: + logging.error('Aborting run...') + +Prediction: + logging.error(error(msg) + +================================================================================ +Example 950 +================================================================================ +Target: +_TransformJob._load_config( + +Prediction: +JobConfig( + +================================================================================ +Example 951 +================================================================================ +Target: +f"Unable to find {obj} in sequence {sequence}.") + +Prediction: +"%s not found") + +================================================================================ +Example 952 +================================================================================ +Target: + self.numTries = 0 + +Prediction: + for _ in range(self.maxBuckets): + +================================================================================ +Example 953 +================================================================================ +Target: + return [val for pos, val in enumerate(dupeList) if pos not in out] + +Prediction: + except: + +================================================================================ +Example 954 +================================================================================ +Target: +pidp, xmin, xmax, zmin, zmax, rpha) + +Prediction: +pidm, pidm, xmin, xmax, zind, zmax, rmag) + +================================================================================ +Example 955 +================================================================================ +Target: +cast else value + +Prediction: +cast else value + +================================================================================ +Example 956 +================================================================================ +Target: +plug_in_modules + +Prediction: +plug_in_modules + +================================================================================ +Example 957 +================================================================================ +Target: + for col_j in range( matrix.shape[1] ): + +Prediction: + for branch in branches: + +================================================================================ +Example 958 +================================================================================ +Target: + self.cursorPos[1])) + +Prediction: + self.markerPos[0])) + +================================================================================ +Example 959 +================================================================================ +Target: + self.baseline_in.shape[0], self.baseline_in.shape[1]) + +Prediction: + y_pred) + +================================================================================ +Example 960 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 961 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 962 +================================================================================ +Target: +_decimal_values_metadata['default_object_values'][0]) + +Prediction: +_decimal_values_metadata['decimalValues'])] + +================================================================================ +Example 963 +================================================================================ +Target: +module.install_monitor(self._monitor) + +Prediction: +_monitor.start() + +================================================================================ +Example 964 +================================================================================ +Target: + for _i in range(num_partitions): + +Prediction: + ((num_commits,), cur) = relative_unpack('>i', data, cur) + +================================================================================ +Example 965 +================================================================================ +Target: + return result + +Prediction: + return result + +================================================================================ +Example 966 +================================================================================ +Target: + if file_obj: + +Prediction: + if not no_cache: + +================================================================================ +Example 967 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 968 +================================================================================ +Target: + directory = os.path.dirname(path) + +Prediction: + return path + +================================================================================ +Example 969 +================================================================================ +Target: + assert False, "_run_raw failed" + +Prediction: + raise Exception(f"command ({cmd}) failed") + +================================================================================ +Example 970 +================================================================================ +Target: + key = (tuple(args), tuple(kwargs.items())) + +Prediction: + cache_key = directory + +================================================================================ +Example 971 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 972 +================================================================================ +Target: + self.execute("DELETE FROM fact_index where id in (%s)" % ids) + +Prediction: + return self.__class__.__name__, ids + +================================================================================ +Example 973 +================================================================================ +Target: +filename] = ( + +Prediction: +filename] = filename + +================================================================================ +Example 974 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 975 +================================================================================ +Target: +add(thing) + +Prediction: +append(thing) + +================================================================================ +Example 976 +================================================================================ +Target: +ancestors + +Prediction: +ancestors + +================================================================================ +Example 977 +================================================================================ +Target: + self.wr_tsv(outfile) + +Prediction: + self.wr_pdf(outfile) + +================================================================================ +Example 978 +================================================================================ +Target: + return int(context.connections.redis.get("queuesize:%s" % self.id) or 0) + +Prediction: + return 0 + +================================================================================ +Example 979 +================================================================================ +Target: + return None, None + +Prediction: + return None + +================================================================================ +Example 980 +================================================================================ +Target: +(block.cipher_key, block.ciphered_file_info.sha1))) + +Prediction: +block.log_cipher_key)) + +================================================================================ +Example 981 +================================================================================ +Target: + try: + +Prediction: + try: + +================================================================================ +Example 982 +================================================================================ +Target: +omapi.pack_mac(mac))) + +Prediction: +mac)) + +================================================================================ +Example 983 +================================================================================ +Target: + if 'master_ip' in opts: # avoid 'master ip changed' warning + +Prediction: + opts__ + +================================================================================ +Example 984 +================================================================================ +Target: + headscan = True + +Prediction: +with(b"\n"): + +================================================================================ +Example 985 +================================================================================ +Target: + print("Done") + +Prediction: + clear_working_branch() + +================================================================================ +Example 986 +================================================================================ +Target: + other_subfields = self.datafields[name] + +Prediction: + if subrecords: + +================================================================================ +Example 987 +================================================================================ +Target: + return [ + +Prediction: + device_qreg = qreg_edge + +================================================================================ +Example 988 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 989 +================================================================================ +Target: +smooth() + +Prediction: +y_raw = self.y_raw/(self.y_raw.sum()*np.diff(bin_edges)) + +================================================================================ +Example 990 +================================================================================ +Target: + self.canvas.setMapTool(self.rectangle_map_tool) + +Prediction: + self.canvas.unsetMapTool(self.rotate_tool) + +================================================================================ +Example 991 +================================================================================ +Target: + name=name, + +Prediction: + name, + +================================================================================ +Example 992 +================================================================================ +Target: + self.message = self.message.format( + +Prediction: + raise InvalidValueError(self.message, target) + +================================================================================ +Example 993 +================================================================================ +Target: + after_comps + +Prediction: + after_comps, + +================================================================================ +Example 994 +================================================================================ +Target: + data_dict=group) + +Prediction: + theme) + +================================================================================ +Example 995 +================================================================================ +Target: + return tf.gather(sparse_or_dense_matrix, col_index, axis=-1) + +Prediction: + return sparse_or_dense_matrix + +================================================================================ +Example 996 +================================================================================ +Target: +wid) + +Prediction: +wid) + +================================================================================ +Example 997 +================================================================================ +Target: + address) + +Prediction: + address) + +================================================================================ +Example 998 +================================================================================ +Target: +self).path(which) + +Prediction: +self).path(which) + +================================================================================ +Example 999 +================================================================================ +Target: +% (self.name, ', '.join(sval)) + +Prediction: +% (self.token, ", ".join(sval)) + +================================================================================ +Example 1000 +================================================================================ +Target: +func + +Prediction: +func + +================================================================================ +Example 1001 +================================================================================ +Target: +kwargs) + +Prediction: +kwargs) + +================================================================================ +Example 1002 +================================================================================ +Target: + return name, path, args, kwargs + +Prediction: + return kwargs + +================================================================================ +Example 1003 +================================================================================ +Target: +array(y) + +Prediction: +array(result) + +================================================================================ +Example 1004 +================================================================================ +Target: +np.ma.array(data, mask=np.logical_not(mask)) + +Prediction: +{} + +================================================================================ +Example 1005 +================================================================================ +Target: + p[0].setpos(p, additional=(('=', 2),)) + +Prediction: + p[0].softsize(pos(p[2]) + +================================================================================ +Example 1006 +================================================================================ +Target: +WSDL ...", location, + +Prediction: +ubicación del servidor a WSDL" + +================================================================================ +Example 1007 +================================================================================ +Target: +root, dirname)) + +Prediction: +root, dirname)) + +================================================================================ +Example 1008 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1009 +================================================================================ +Target: + answer = raw_input(prompt).strip() + +Prediction: + if prompt: + +================================================================================ +Example 1010 +================================================================================ +Target: + rounded = round(price - (diff if prefer_round_down else -diff), 2) + +Prediction: + return numpy.abs(diff) > float_info.diff_threshold * numpy.abs(epsilon) + +================================================================================ +Example 1011 +================================================================================ +Target: + children.append(parsed) + +Prediction: + if parsed: + +================================================================================ +Example 1012 +================================================================================ +Target: +position+1) + +Prediction: +position) + +================================================================================ +Example 1013 +================================================================================ +Target: +None + +Prediction: +None + +================================================================================ +Example 1014 +================================================================================ +Target: + return False + +Prediction: + raise ValueError('Bucket {0} has already exist'.format(bucket_type)) + +================================================================================ +Example 1015 +================================================================================ +Target: +engine, + +Prediction: +db_con) + +================================================================================ +Example 1016 +================================================================================ +Target: +event_tags + +Prediction: +event_tags + +================================================================================ +Example 1017 +================================================================================ +Target: + cls._process_for_uuid(response_raw) + +Prediction: + BunqResponseStr.cast_from_entity_response( + +================================================================================ +Example 1018 +================================================================================ +Target: + [] + +Prediction: + '' + +================================================================================ +Example 1019 +================================================================================ +Target: + for choice in attribute.allowed_choices: + +Prediction: + if name in constants: + +================================================================================ +Example 1020 +================================================================================ +Target: +self.length() + +Prediction: +self + +================================================================================ +Example 1021 +================================================================================ +Target: +self._deserialize('Proxy', response) + +Prediction: +self._deserialize('Proxy', response) + +================================================================================ +Example 1022 +================================================================================ +Target: +up, magic=magic) + +Prediction: +magic) + +================================================================================ +Example 1023 +================================================================================ +Target: +in data.items(): + +Prediction: +in data.items(): + +================================================================================ +Example 1024 +================================================================================ +Target: +keys() + +Prediction: +split('.') + +================================================================================ +Example 1025 +================================================================================ +Target: + return start <= character < end + +Prediction: + return character == last and start != end + +================================================================================ +Example 1026 +================================================================================ +Target: + remote_error = RemoteError(remote_trace) + +Prediction: + conn.logger.error('Execution failed with error: %s' % response.receive(timeout)) + +================================================================================ +Example 1027 +================================================================================ +Target: + forwarded_prefetch = "__".join(relation_split[1:]) + +Prediction: + if first_level_field not in self.model._meta.fields: + +================================================================================ +Example 1028 +================================================================================ +Target: + return d + +Prediction: + return d + +================================================================================ +Example 1029 +================================================================================ +Target: +tp.grid.is_global: + +Prediction: +_tile_pyramid_level == 2: + +================================================================================ +Example 1030 +================================================================================ +Target: +Module): + +Prediction: +Module): + +================================================================================ +Example 1031 +================================================================================ +Target: +score in enumerate(scores): + +Prediction: +socket in enumerate(sorted(self.filenames, key=len(self.filenames))): + +================================================================================ +Example 1032 +================================================================================ +Target: + raise + +Prediction: + pass + +================================================================================ +Example 1033 +================================================================================ +Target: + return GatewayYo(app) + +Prediction: + return app + +================================================================================ +Example 1034 +================================================================================ +Target: +than max_val ({})'.format( + +Prediction: +than {}'.format(min_val, max_val)) + +================================================================================ +Example 1035 +================================================================================ +Target: +codes (with a list of ' + +Prediction: +codes (with a list of ' + +================================================================================ +Example 1036 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1037 +================================================================================ +Target: + return json.dumps(values, indent=4, separators=(',', ': ')) + +Prediction: + values['pretty'] = self._pretty + +================================================================================ +Example 1038 +================================================================================ +Target: + try: + +Prediction: + try: + +================================================================================ +Example 1039 +================================================================================ +Target: + print('\nYou may have to reboot for make changes take effect') + +Prediction: + set_up_powerline_scripts() + +================================================================================ +Example 1040 +================================================================================ +Target: +len(widget[0]) > 1 else False + +Prediction: +widget[1].get('textfield-2', 'b') == 'b': + +================================================================================ +Example 1041 +================================================================================ +Target: + self._nrm_cnst_c = np.linalg.norm(self.cnst_c()) + +Prediction: + self._nrm_cnst_c = self._nrm_cnst_c + +================================================================================ +Example 1042 +================================================================================ +Target: + self.new_threads[script] = thread + +Prediction: + thread.thread = thread + +================================================================================ +Example 1043 +================================================================================ +Target: + 'accounts', account_id, 'transactions', data=params) + +Prediction: + account_id, params) + +================================================================================ +Example 1044 +================================================================================ +Target: + 'pages': pages, + +Prediction: + 'pages': pages, + +================================================================================ +Example 1045 +================================================================================ +Target: + fn = _nvmlGetFunctionPointer("nvmlInit_v2") + +Prediction: + if not _LoadNvmlLibrary(): + +================================================================================ +Example 1046 +================================================================================ +Target: +elements.error("Bit for Bit", + +Prediction: +None + +================================================================================ +Example 1047 +================================================================================ +Target: +unicode(representative)) + +Prediction: +mep_json['Name']['full']) + +================================================================================ +Example 1048 +================================================================================ +Target: + def new_refresh_from_db(self, using=None, fields=None): + +Prediction: + return model.patch_refresh_from_db(model, old_refresh_from_db) + +================================================================================ +Example 1049 +================================================================================ +Target: + (-1)**(~obs.value['voiced'])) + +Prediction: + + +================================================================================ +Example 1050 +================================================================================ +Target: +"Signing Certificate expired") + +Prediction: + + +================================================================================ +Example 1051 +================================================================================ +Target: + os_name = target.Get("os") or [None] + +Prediction: + if target.artifact is None: + +================================================================================ +Example 1052 +================================================================================ +Target: +fragment, + +Prediction: +fragment, + +================================================================================ +Example 1053 +================================================================================ +Target: += default_sr + +Prediction: += default_sr_record['sr_repo'] + +================================================================================ +Example 1054 +================================================================================ +Target: +common_height, str(block_ids_at_common_height))) + +Prediction: +common_height, block_ids_at_common_height) + +================================================================================ +Example 1055 +================================================================================ +Target: +self) + +Prediction: +self, main_resource=resource, + +================================================================================ +Example 1056 +================================================================================ +Target: + aux["type"] = self.getEntityType(found) + +Prediction: + aux["reg_exp"] = reg_exp + +================================================================================ +Example 1057 +================================================================================ +Target: +None, + +Prediction: +None, + +================================================================================ +Example 1058 +================================================================================ +Target: + return kwargs + +Prediction: + return kwargs + +================================================================================ +Example 1059 +================================================================================ +Target: + res[name] = io._asdict() + +Prediction: + res[name] = io + +================================================================================ +Example 1060 +================================================================================ +Target: +None: + +Prediction: +not None: + +================================================================================ +Example 1061 +================================================================================ +Target: + self._del_process(pid) + +Prediction: + self.__processDict.pop(pid, None) + +================================================================================ +Example 1062 +================================================================================ +Target: +mtype.f_specs() + +Prediction: +msg.__dict__.items() + +================================================================================ +Example 1063 +================================================================================ +Target: + return_names=True): + +Prediction: + show_steps=False, + +================================================================================ +Example 1064 +================================================================================ +Target: + List[Axes], None]: + +Prediction: + gis.Axes]: + +================================================================================ +Example 1065 +================================================================================ +Target: + return state + +Prediction: + self.conn.close() + +================================================================================ +Example 1066 +================================================================================ +Target: + if not file_name and not stream: + +Prediction: + logger.setFormatter(formatter) + +================================================================================ +Example 1067 +================================================================================ +Target: +_default_backends.keys())) + +Prediction: +', '.join(backends.keys()))) + +================================================================================ +Example 1068 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1069 +================================================================================ +Target: +_response_handler(event, data, ts) + +Prediction: +_system_handler(data) + +================================================================================ +Example 1070 +================================================================================ +Target: + j = json.loads(r.content.decode('utf-8')) + +Prediction: + return r.json() + +================================================================================ +Example 1071 +================================================================================ +Target: + return x + +Prediction: + return x + +================================================================================ +Example 1072 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1073 +================================================================================ +Target: +stack_layer(layer, no_setup=True) + +Prediction: +add_layer(*layer, **layer.arguments) + +================================================================================ +Example 1074 +================================================================================ +Target: +self.keys and self._should_send_property(name, getattr(self, name)): + +Prediction: +self.comm.kernel.send_submit(name): + +================================================================================ +Example 1075 +================================================================================ +Target: + return sorted(titles) + +Prediction: + return titles + +================================================================================ +Example 1076 +================================================================================ +Target: +"CodeListItem", params) + +Prediction: +) + +================================================================================ +Example 1077 +================================================================================ +Target: + return self + +Prediction: + return new + +================================================================================ +Example 1078 +================================================================================ +Target: + else: + +Prediction: + return self + +================================================================================ +Example 1079 +================================================================================ +Target: +IOError('Could not terminate the child.') + +Prediction: +KeyboardInterrupt + +================================================================================ +Example 1080 +================================================================================ +Target: +item in node[1]['dependencies']: + +Prediction: +dep in node[1]: + +================================================================================ +Example 1081 +================================================================================ +Target: + if num == 10: + +Prediction: + url = url_first % vars() + +================================================================================ +Example 1082 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1083 +================================================================================ +Target: +msg) + +Prediction: +msg) + +================================================================================ +Example 1084 +================================================================================ +Target: +self._value) + +Prediction: +self._value) + +================================================================================ +Example 1085 +================================================================================ +Target: + await self._send( + +Prediction: + return resp.data + +================================================================================ +Example 1086 +================================================================================ +Target: +OperationFailed() + +Prediction: +ImportError() + +================================================================================ +Example 1087 +================================================================================ +Target: + return True + +Prediction: + return False + +================================================================================ +Example 1088 +================================================================================ +Target: + [gui.Submit(), gui.Cancel()]] + +Prediction: + [gui.Text('Select a file to zip backup', size=(20, 1), font=("Helvetica", 25), auto_size_text=False), + +================================================================================ +Example 1089 +================================================================================ +Target: + printException(e) + +Prediction: + print(e) + +================================================================================ +Example 1090 +================================================================================ +Target: + return cache_valid + +Prediction: + return cache_valid + +================================================================================ +Example 1091 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1092 +================================================================================ +Target: += fields.get(field_name) + +Prediction: += row[field_name] + +================================================================================ +Example 1093 +================================================================================ +Target: +TypeError: + +Prediction: +json.JSONDecodeError: + +================================================================================ +Example 1094 +================================================================================ +Target: + (data) = self.read_namespaced_stateful_set_status_with_http_info(name, namespace, **kwargs) + +Prediction: + (data) = self.read_namespaced_stateful_set_status_with_http_info(name, namespace, **kwargs) + +================================================================================ +Example 1095 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 1096 +================================================================================ +Target: + calibration_data = _helper_tip_length_data_format( + +Prediction: + return labware_offset_path.mkdir(length=1) + +================================================================================ +Example 1097 +================================================================================ +Target: + investment_term) + +Prediction: + (investment_term,)) + +================================================================================ +Example 1098 +================================================================================ +Target: +"0-9" + end] + +Prediction: +"0-9" + end for c in string.ascii_uppercase] + +================================================================================ +Example 1099 +================================================================================ +Target: +validator._validate() + +Prediction: +validator + +================================================================================ +Example 1100 +================================================================================ +Target: += 'a9' + +Prediction: += "34" + +================================================================================ +Example 1101 +================================================================================ +Target: + filename = os.path.join(directory_name, + +Prediction: + filename = os.path.join(directory_name, prefix + suffix) + +================================================================================ +Example 1102 +================================================================================ +Target: + previewSeconds = max([s.step for s in seriesList]) * int(windowSize) + +Prediction: + previewSeconds = seriesList[0] + +================================================================================ +Example 1103 +================================================================================ +Target: + coords[:, 1] += top - bottom + +Prediction: + coords[:, 1] += top - bottom + +================================================================================ +Example 1104 +================================================================================ +Target: + 'destination_ip_subnet_mask: %s\n' + +Prediction: + 'destination_ip_subnet_mask: %s\n' + +================================================================================ +Example 1105 +================================================================================ +Target: +ends_within(other): + +Prediction: +ends_within(other): + +================================================================================ +Example 1106 +================================================================================ +Target: + return cls.__connection_obj + +Prediction: + return cls.__connection_obj + +================================================================================ +Example 1107 +================================================================================ +Target: += ( + +Prediction: += True + +================================================================================ +Example 1108 +================================================================================ +Target: +less than `192`") + +Prediction: +less than `192`") + +================================================================================ +Example 1109 +================================================================================ +Target: +2: + +Prediction: +3: + +================================================================================ +Example 1110 +================================================================================ +Target: + pass + +Prediction: + return result + +================================================================================ +Example 1111 +================================================================================ +Target: + included = [None,None] + +Prediction: + if self.is_disjoint(i1): + +================================================================================ +Example 1112 +================================================================================ +Target: + (data) = self.get_logged_user_with_http_info(**kwargs) + +Prediction: + (data) = self.get_logged_user_with_http_info(**kwargs) + +================================================================================ +Example 1113 +================================================================================ +Target: +len(files)) + +Prediction: + + +================================================================================ +Example 1114 +================================================================================ +Target: + return f + +Prediction: + return f + +================================================================================ +Example 1115 +================================================================================ +Target: +id_ in search: + +Prediction: +minion in minions: + +================================================================================ +Example 1116 +================================================================================ +Target: + try: + +Prediction: + if hash_dict: + +================================================================================ +Example 1117 +================================================================================ +Target: +self.process_subj_or_pred(subj) + +Prediction: +self.__class__.__name__ + +================================================================================ +Example 1118 +================================================================================ +Target: +2) + +Prediction: +2) + +================================================================================ +Example 1119 +================================================================================ +Target: + return instance.get_resource(**filters) + +Prediction: + if hd: + +================================================================================ +Example 1120 +================================================================================ +Target: + batchify_fn=batchify_fn) + +Prediction: + num_workers=args.num_workers, + +================================================================================ +Example 1121 +================================================================================ +Target: +prompt + self.templates[name] + colors.normal + +Prediction: +prompt % fmtargs + +================================================================================ +Example 1122 +================================================================================ +Target: + cutoff_value = self.acceptance_criteria['sample_int_n']['value'] + +Prediction: + pars['N'] = self.acceptance_criteria['average_by_sample_or_site']['n'] + +================================================================================ +Example 1123 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1124 +================================================================================ +Target: +"Volume is not a volume group. (Searching for %s)", volume.loopback) + +Prediction: + + +================================================================================ +Example 1125 +================================================================================ +Target: +list(extract_args_from_signature(CLICommandsLoader._get_op_handler(operation), + +Prediction: +client_factory(command_args) + +================================================================================ +Example 1126 +================================================================================ +Target: + TypeClass) -> TypeClass: + +Prediction: + TypeClass): + +================================================================================ +Example 1127 +================================================================================ +Target: + return register + +Prediction: + return register + +================================================================================ +Example 1128 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1129 +================================================================================ +Target: + try: + +Prediction: + if read_only: + +================================================================================ +Example 1130 +================================================================================ +Target: +clear() + +Prediction: +clear_input() + +================================================================================ +Example 1131 +================================================================================ +Target: + _initial_space_re.match(line).group(0) + +Prediction: + m.group(2) + +================================================================================ +Example 1132 +================================================================================ +Target: + step = aux - 1. + +Prediction: + return sma + +================================================================================ +Example 1133 +================================================================================ +Target: +float32, + +Prediction: +float32) + +================================================================================ +Example 1134 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1135 +================================================================================ +Target: + weights_reg_sum = weights.sum(lon_str).sum(lat_str) + +Prediction: + return weights + +================================================================================ +Example 1136 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1137 +================================================================================ +Target: + print(FitSoln) + +Prediction: + return FitSoln + +================================================================================ +Example 1138 +================================================================================ +Target: + if map_inst.players >= 2: + +Prediction: + return agent_classes, players + +================================================================================ +Example 1139 +================================================================================ +Target: + self.register_layer(layer) + +Prediction: + self._hidden_outputs.append(layer.input_dim) + +================================================================================ +Example 1140 +================================================================================ +Target: +_category_idx_store, + +Prediction: +_term_idx_store_string) + +================================================================================ +Example 1141 +================================================================================ +Target: + self.PokeMatrix(vtk.vtkMatrix4x4()) # identity + +Prediction: + return self.getOutput() + +================================================================================ +Example 1142 +================================================================================ +Target: +column_type): + +Prediction: +column_types): + +================================================================================ +Example 1143 +================================================================================ +Target: + chisq = npsum(((mags - f)*(mags - f))/(errs*errs)) + +Prediction: + return f + +================================================================================ +Example 1144 +================================================================================ +Target: +nb): + +Prediction: +fragsize): + +================================================================================ +Example 1145 +================================================================================ +Target: + return dp + +Prediction: + return dp + +================================================================================ +Example 1146 +================================================================================ +Target: + self._fullAxisNames = tuple([axName + self.AXIS_POST_FIX for axName in axisNames]) + +Prediction: + self._setAxes() + +================================================================================ +Example 1147 +================================================================================ +Target: +lower_depth) + +Prediction: +lower_depth) + +================================================================================ +Example 1148 +================================================================================ +Target: += VariableHolder(alpha=alpha) + +Prediction: += name + '_store' + +================================================================================ +Example 1149 +================================================================================ +Target: + namedtuple(object_name, fields)(*values)) + +Prediction: + d['_id'], + +================================================================================ +Example 1150 +================================================================================ +Target: + if l3_cfg_notifier: + +Prediction: + if l3_cfg_notifier: + +================================================================================ +Example 1151 +================================================================================ +Target: +neighbors + +Prediction: +neighbors + +================================================================================ +Example 1152 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1153 +================================================================================ +Target: + base_prediction = model.init_.mean + +Prediction: + if not _HAS_SKLEARN: + +================================================================================ +Example 1154 +================================================================================ +Target: + self.surface = pygame.Surface(self.frame.size, pygame.SRCALPHA, 32) + +Prediction: + self.surface_image = None + +================================================================================ +Example 1155 +================================================================================ +Target: + elif isinstance(tree, BarDescriptor): + +Prediction: + else: + +================================================================================ +Example 1156 +================================================================================ +Target: + namespace_id_hash ) + +Prediction: +bin_payload[:LENGTHS['preorder_name_hash']].encode('hex')) + +================================================================================ +Example 1157 +================================================================================ +Target: +mask + +Prediction: +mask + +================================================================================ +Example 1158 +================================================================================ +Target: + oldtwobit, newtwobit = twobitfiles + +Prediction: + oldfasta = oldfasta.replace(oldfasta[0:], "") + +================================================================================ +Example 1159 +================================================================================ +Target: + 0 + +Prediction: + steps[0] + +================================================================================ +Example 1160 +================================================================================ +Target: +is None: + +Prediction: +is not None: + +================================================================================ +Example 1161 +================================================================================ +Target: +offset, timestamp) + +Prediction: +block_size=timestamp) + +================================================================================ +Example 1162 +================================================================================ +Target: + obj = model_cls.objects.get(parent=res[2], id=res[3]) + +Prediction: + except AttributeError: + +================================================================================ +Example 1163 +================================================================================ +Target: + ) + +Prediction: + if self.__value_dp_matrix is None: + +================================================================================ +Example 1164 +================================================================================ +Target: +(3,1)) + +Prediction: +Ds.ndim==2) + +================================================================================ +Example 1165 +================================================================================ +Target: +path.basename(maybe_file_or_path) + +Prediction: +path.join(self.post_path, data) + +================================================================================ +Example 1166 +================================================================================ +Target: + for k in keys_to_delete: + +Prediction: + for k in keys_to_delete: + +================================================================================ +Example 1167 +================================================================================ +Target: +weld_obj + +Prediction: +weld_obj + +================================================================================ +Example 1168 +================================================================================ +Target: += self.zone + +Prediction: += self.zone + +================================================================================ +Example 1169 +================================================================================ +Target: += import_class(AUTH) + +Prediction: += {} + +================================================================================ +Example 1170 +================================================================================ +Target: + sys.stdout, sys.stderr = _temp1, _temp2 + +Prediction: + sys.stdout = sys.stderr + +================================================================================ +Example 1171 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1172 +================================================================================ +Target: +add_distribution(dist_name, dist_hash) + +Prediction: +add_dist_dir = dist_hash + +================================================================================ +Example 1173 +================================================================================ +Target: +% ( + +Prediction: +% datacenter_id, + +================================================================================ +Example 1174 +================================================================================ +Target: +_keys + +Prediction: +[k for k in _keys] + +================================================================================ +Example 1175 +================================================================================ +Target: + mag = np.loadtxt(fid, skiprows=1, usecols=(a[0])) + +Prediction: + return fid.read() + +================================================================================ +Example 1176 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1177 +================================================================================ +Target: + label.setMinimumWidth(width) + +Prediction: + return labels + +================================================================================ +Example 1178 +================================================================================ +Target: + if not (end <= gff_start or start >= gff_end)] + +Prediction: + if gff_end in self.positions] + +================================================================================ +Example 1179 +================================================================================ +Target: +get_extra_kwargs() + +Prediction: +_extra_kwargs + +================================================================================ +Example 1180 +================================================================================ +Target: + break + +Prediction: + break + +================================================================================ +Example 1181 +================================================================================ +Target: +'debug']: + +Prediction: +'errorHandler']: + +================================================================================ +Example 1182 +================================================================================ +Target: + if hard: + +Prediction: + self._cache = cache_file(package_repository_manager.cache_filename) + +================================================================================ +Example 1183 +================================================================================ +Target: +self._defs.Client(transport=transport, + +Prediction: +self._connections.transport.connect( + +================================================================================ +Example 1184 +================================================================================ +Target: +"container", + +Prediction: +"container", + +================================================================================ +Example 1185 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 1186 +================================================================================ +Target: + self.run() + +Prediction: + self.loop.run_forever() + +================================================================================ +Example 1187 +================================================================================ +Target: + return interface + +Prediction: + return custom_types[interface] + +================================================================================ +Example 1188 +================================================================================ +Target: + def str_of(address): + +Prediction: + return libraries + +================================================================================ +Example 1189 +================================================================================ +Target: + return None + +Prediction: + return None + +================================================================================ +Example 1190 +================================================================================ +Target: + templates=[self], stream=stream.copy(), threshold=threshold, + +Prediction: + self.service, + +================================================================================ +Example 1191 +================================================================================ +Target: + self.conn = None + +Prediction: + self.close_callback(self) + +================================================================================ +Example 1192 +================================================================================ +Target: + if res: + +Prediction: + results.append(field) + +================================================================================ +Example 1193 +================================================================================ +Target: + field)) + +Prediction: + field.width)) + +================================================================================ +Example 1194 +================================================================================ +Target: +response.text) + +Prediction: +response.text) + +================================================================================ +Example 1195 +================================================================================ +Target: + pack={'__utils__': utils(opts)}) + +Prediction: + regex=False) + +================================================================================ +Example 1196 +================================================================================ +Target: +instance_id, project_id)) + +Prediction: +instance_id, project_id)) + +================================================================================ +Example 1197 +================================================================================ +Target: +Exception: + +Prediction: +VhostError as e: + +================================================================================ +Example 1198 +================================================================================ +Target: +append(charge) + +Prediction: +append(charge) + +================================================================================ +Example 1199 +================================================================================ +Target: + "_document_field": doc_field} + +Prediction: + "_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_doc_do + +================================================================================ +Example 1200 +================================================================================ +Target: + self._print_options_help() + +Prediction: + print('', '.join(self._help_request.version_info)) + +================================================================================ +Example 1201 +================================================================================ +Target: + where=where) + +Prediction: + where=where) + +================================================================================ +Example 1202 +================================================================================ +Target: +append(_alphabet[digit - 1]) + +Prediction: +append(digit) + +================================================================================ +Example 1203 +================================================================================ +Target: +_jwt_auth: + +Prediction: +session_token is not None: + +================================================================================ +Example 1204 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 1205 +================================================================================ +Target: +%s" % (sc_name, condition)) + +Prediction: +%s" % + +================================================================================ +Example 1206 +================================================================================ +Target: + for e in tensor_events] + +Prediction: + for e in tensor_events] + +================================================================================ +Example 1207 +================================================================================ +Target: +class_modification.arguments + +Prediction: +class_modification.args] + +================================================================================ +Example 1208 +================================================================================ +Target: + elif isinstance(t, Pointer): + +Prediction: + else: + +================================================================================ +Example 1209 +================================================================================ +Target: + if not isinstance(encoded_texts, list): + +Prediction: + self._token2idx = inplace_tokens(encoded_texts, unknown_token) + +================================================================================ +Example 1210 +================================================================================ +Target: + if process not in self.skip_processes: + +Prediction: + self._processes.append(process) + +================================================================================ +Example 1211 +================================================================================ +Target: + target_file = os.path.join(self.destination, source_filename) + +Prediction: + target_file = os.path.join(source_filename, target_file) + +================================================================================ +Example 1212 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1213 +================================================================================ +Target: + params['resume'], purpose=HashPurpose.RESUME_LOGIN, + +Prediction: + params=params, + +================================================================================ +Example 1214 +================================================================================ +Target: + format%args)) + +Prediction: + format)) + +================================================================================ +Example 1215 +================================================================================ +Target: + with codecs.open(file_name, 'r', 'utf-8-sig') as in_file: + +Prediction: + if default is None: + +================================================================================ +Example 1216 +================================================================================ +Target: +] - S[:-2] + +Prediction: +] + S[:-2] + +================================================================================ +Example 1217 +================================================================================ +Target: + callback = kwargs.pop('callback', self._callback) + +Prediction: + callback = kwargs.pop('callback', self._callback, self._callback) + +================================================================================ +Example 1218 +================================================================================ +Target: + logging.debug("Token is still valid.") + +Prediction: + logging.debug("Token was already in the connection structure.") + +================================================================================ +Example 1219 +================================================================================ +Target: + try: + +Prediction: + except Exception: + +================================================================================ +Example 1220 +================================================================================ +Target: +future") + +Prediction: +past (%s) before it was created" % source) + +================================================================================ +Example 1221 +================================================================================ +Target: +add_option_group(group) + +Prediction: +add_option('-U', '--update-check', help=msg['update-check']) + +================================================================================ +Example 1222 +================================================================================ +Target: + Thus, to save the global variables ``bar``, ``foo`` and ``baz`` in the + +Prediction: + """ + +================================================================================ +Example 1223 +================================================================================ +Target: +MongoClient(connect_string) + +Prediction: +connection.from_string(connect_string, **connect_string) + +================================================================================ +Example 1224 +================================================================================ +Target: +handle_erroneous_response(r) + +Prediction: +raise_exception() + +================================================================================ +Example 1225 +================================================================================ +Target: +add_extension_event(code, newevt) + +Prediction: +add_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_evt_ + +================================================================================ +Example 1226 +================================================================================ +Target: + pool_types[pool_type], + +Prediction: + global_pool_types[pool_type], + +================================================================================ +Example 1227 +================================================================================ +Target: + self.Unbind(wx.grid.EVT_GRID_LABEL_LEFT_CLICK) + +Prediction: + self.grid.delete_col_grid_clicked.connect( + +================================================================================ +Example 1228 +================================================================================ +Target: + if res and verbosity >= 0: + +Prediction: + return res + +================================================================================ +Example 1229 +================================================================================ +Target: +dump()) + +Prediction: +strip()) + +================================================================================ +Example 1230 +================================================================================ +Target: + ' before binding or without specifying full path') + +Prediction: + " - the parent part doesn't exist.".format(serializer_class)) + +================================================================================ +Example 1231 +================================================================================ +Target: +route_values, + +Prediction: +route_values, + +================================================================================ +Example 1232 +================================================================================ +Target: + object_handle.AXValue -= minValue + +Prediction: + if object_handle.AXValue == 0: + +================================================================================ +Example 1233 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1234 +================================================================================ +Target: + modname) + +Prediction: + modname) + +================================================================================ +Example 1235 +================================================================================ +Target: + for i, (x, y) in enumerate( + +Prediction: + return child_relationship_class(subscriptable, parents_ids=parents_ids) + +================================================================================ +Example 1236 +================================================================================ +Target: + self.w[d,b] = np.dot(psi_track[:,b], f_target[:,d]) / \ + +Prediction: + x_track[b] = psi_track[b] * x_track[b] + f_target[b]] * psi_track[b] + +================================================================================ +Example 1237 +================================================================================ +Target: +write(os.path.expanduser(path)) + +Prediction: +save() + +================================================================================ +Example 1238 +================================================================================ +Target: + else: + +Prediction: + return out + +================================================================================ +Example 1239 +================================================================================ +Target: + if not parsed_array and self.required: + +Prediction: + return parsed_array + +================================================================================ +Example 1240 +================================================================================ +Target: +add(code) + +Prediction: +append(code) + +================================================================================ +Example 1241 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1242 +================================================================================ +Target: += time.localtime() + +Prediction: += _parse_date_rfc822(sourceTime) + +================================================================================ +Example 1243 +================================================================================ +Target: + kind, context=context) + +Prediction: + context, context) + +================================================================================ +Example 1244 +================================================================================ +Target: +execute(res, callback or self.load_keys) + +Prediction: +read_result(res) + +================================================================================ +Example 1245 +================================================================================ +Target: + found_superstring = long_variant_sequence.contains(short_variant_sequence) + +Prediction: + if len(long_variant_sequence) > len(short_variant_sequence): + +================================================================================ +Example 1246 +================================================================================ +Target: +get('template_name', None) + +Prediction: +get('template_name', None) + +================================================================================ +Example 1247 +================================================================================ +Target: + if non_mapping: + +Prediction: + if not non_mapping: + +================================================================================ +Example 1248 +================================================================================ +Target: +decode("utf-8")) + +Prediction: +decode('utf-8')) + +================================================================================ +Example 1249 +================================================================================ +Target: + pass + +Prediction: + break + +================================================================================ +Example 1250 +================================================================================ +Target: +or (): + +Prediction: +or (): + +================================================================================ +Example 1251 +================================================================================ +Target: +before, after) + +Prediction: +namelist[1]) + +================================================================================ +Example 1252 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1253 +================================================================================ +Target: +touch, + +Prediction: +touch.Touch( + +================================================================================ +Example 1254 +================================================================================ +Target: += get_current_async() + +Prediction: += self._get_parent_id(async) + +================================================================================ +Example 1255 +================================================================================ +Target: + with open(filepath, 'w') as f: + +Prediction: + return SourceCode(code, body, program) + +================================================================================ +Example 1256 +================================================================================ +Target: + self.objects[uid] = info + +Prediction: + return info + +================================================================================ +Example 1257 +================================================================================ +Target: + else: + +Prediction: + elif api_version == '2018-05-01': + +================================================================================ +Example 1258 +================================================================================ +Target: + return self.render(style_attr, result) + +Prediction: + self._add_style_to_style(style_attr, result) + +================================================================================ +Example 1259 +================================================================================ +Target: +name + +Prediction: +name + +================================================================================ +Example 1260 +================================================================================ +Target: +columns[key]] = Rec[key] + +Prediction: +key] = list(Rec[key]) + +================================================================================ +Example 1261 +================================================================================ +Target: +p): + +Prediction: +p): + +================================================================================ +Example 1262 +================================================================================ +Target: + data) + +Prediction: + data) + +================================================================================ +Example 1263 +================================================================================ +Target: +alternatives" + +Prediction: +of more than " + +================================================================================ +Example 1264 +================================================================================ +Target: +1]+1].sum() + +Prediction: +1]+1] + +================================================================================ +Example 1265 +================================================================================ +Target: + else: + +Prediction: + elif isinstance(self, HTML5AppNode): + +================================================================================ +Example 1266 +================================================================================ +Target: +template_name) + +Prediction: +"templates", {}) + +================================================================================ +Example 1267 +================================================================================ +Target: +**args) + +Prediction: +**args) + +================================================================================ +Example 1268 +================================================================================ +Target: + max_batch_size=max_batch_size or receive_client._prefetch, timeout=timeout) + +Prediction: + MessageBatch=receive_messages, + +================================================================================ +Example 1269 +================================================================================ +Target: + return stop + +Prediction: + return stop + +================================================================================ +Example 1270 +================================================================================ +Target: + if DEBUG: + +Prediction: + sent.add_lexeme(rl) + +================================================================================ +Example 1271 +================================================================================ +Target: + tag = self.tags[makernote.canon.CAMERA_INFO_TAG_NAME] + +Prediction: + + +================================================================================ +Example 1272 +================================================================================ +Target: + new_obj = self.__class__(explicit=tagging.get('explicit'), implicit=tagging.get('implicit')) + +Prediction: + return tagging = tagging + +================================================================================ +Example 1273 +================================================================================ +Target: +status=200, body=body) + +Prediction: +body, body) + +================================================================================ +Example 1274 +================================================================================ +Target: +ValueError('Too many bytes for the data') + +Prediction: +InvalidDataError('Too long') + +================================================================================ +Example 1275 +================================================================================ +Target: + print(message, (datetime.now() - self.start_time)) + +Prediction: + print(message, (datetime.now() - self.start_time)) + +================================================================================ +Example 1276 +================================================================================ +Target: + 'result': True, + +Prediction: + + +================================================================================ +Example 1277 +================================================================================ +Target: + " tol = ({:.2g}*,{:.2g},{:.2g})", + +Prediction: + for i, (wo, wn) in enumerate(width): + +================================================================================ +Example 1278 +================================================================================ +Target: + return symbols + +Prediction: + symbols.append(".") + +================================================================================ +Example 1279 +================================================================================ +Target: + return device + +Prediction: + return device + +================================================================================ +Example 1280 +================================================================================ +Target: + for batch_id, example in enumerate(train_data_loader): + +Prediction: + for i in range(0, len(train_data_loader.data): + +================================================================================ +Example 1281 +================================================================================ +Target: + **kwds) + +Prediction: + **kwds) + +================================================================================ +Example 1282 +================================================================================ +Target: +_rewrite_col(col.col) + +Prediction: +_rewrite_col(col) + +================================================================================ +Example 1283 +================================================================================ +Target: + body_text=message + +Prediction: + recipients=recipients, + +================================================================================ +Example 1284 +================================================================================ +Target: + m = re.search(regexp, filestr) + +Prediction: + match = re.match(regexp, filestr) + +================================================================================ +Example 1285 +================================================================================ +Target: + return found_folders + +Prediction: + return found_folders + +================================================================================ +Example 1286 +================================================================================ +Target: + result[key] = value(data, data_store) + +Prediction: + if value is None: + +================================================================================ +Example 1287 +================================================================================ +Target: +frame_length, + +Prediction: +hop_length, n_channels=hop_length, n_samples=hop_length) + +================================================================================ +Example 1288 +================================================================================ +Target: +init_params + +Prediction: +init_params + +================================================================================ +Example 1289 +================================================================================ +Target: +[] + +Prediction: +providers + +================================================================================ +Example 1290 +================================================================================ +Target: + ]) + +Prediction: + 'sdist', + +================================================================================ +Example 1291 +================================================================================ +Target: + low_confidence = (1.0 - confidence) / tf.to_float(vocab_size - 1) + +Prediction: + tf.summary.mean(confidence * logits) + +================================================================================ +Example 1292 +================================================================================ +Target: + dbman = DBManager(path=indexpath, ro=options.read_only) + +Prediction: + indexpath = options.main_indexpath + +================================================================================ +Example 1293 +================================================================================ +Target: += self.__logical_location[:] + +Prediction: += self.__logical_location[index_dimension] - 1 + +================================================================================ +Example 1294 +================================================================================ +Target: +i("Need pandas for hapmap dataset, make sure to install pandas (http://pandas.pydata.org/) before loading the hapmap dataset") + +Prediction: +ImportError(i) + +================================================================================ +Example 1295 +================================================================================ +Target: +===============================================\n" + +Prediction: +===============================================\n" + +================================================================================ +Example 1296 +================================================================================ +Target: + writer = csv.writer(out_handle, dialect="excel-tab") + +Prediction: + for line in in_handle: + +================================================================================ +Example 1297 +================================================================================ +Target: + parser.set_defaults(func=run_device) + +Prediction: + parser.add_argument('--log-level', help="Log level", type=int, required=True) + +================================================================================ +Example 1298 +================================================================================ +Target: +local_threshold + +Prediction: +local_threshold + +================================================================================ +Example 1299 +================================================================================ +Target: + else: + +Prediction: + return fmt + +================================================================================ +Example 1300 +================================================================================ +Target: + float(default) + +Prediction: + self._pickle(member) + +================================================================================ +Example 1301 +================================================================================ +Target: + if verbose: + +Prediction: + if verbose: + +================================================================================ +Example 1302 +================================================================================ +Target: +"docid", docid) + +Prediction: +doc_txt, doc_txt) + +================================================================================ +Example 1303 +================================================================================ +Target: + return callback(evpn_activate) + +Prediction: + return callback(evpn_activate, handler='evpn_activate') + +================================================================================ +Example 1304 +================================================================================ +Target: + return tt * 10000 / 86400 / 5 + +Prediction: + return tt + +================================================================================ +Example 1305 +================================================================================ +Target: +lvl + +Prediction: +lvl + +================================================================================ +Example 1306 +================================================================================ +Target: +self.adjacency_matrix + +Prediction: +self.adjacency_matrix + +================================================================================ +Example 1307 +================================================================================ +Target: + return lines + +Prediction: + lines.extend(self.update_state) + +================================================================================ +Example 1308 +================================================================================ +Target: + print("Exiting...") + +Prediction: + return choices[0] + +================================================================================ +Example 1309 +================================================================================ +Target: + return re + +Prediction: + return re + +================================================================================ +Example 1310 +================================================================================ +Target: +).replace("@", "")) + +Prediction: +)) + +================================================================================ +Example 1311 +================================================================================ +Target: + return index + +Prediction: + return index + +================================================================================ +Example 1312 +================================================================================ +Target: + if KakaoMessages is not None or KakaoMessages != '': + +Prediction: + if KakaoMessages is not None or KakaoMessages != '': + +================================================================================ +Example 1313 +================================================================================ +Target: +> timedelta(hours=2): + +Prediction: +>= xarray.DataArray(0): + +================================================================================ +Example 1314 +================================================================================ +Target: + return F1/Ftot + +Prediction: + return Ftot + +================================================================================ +Example 1315 +================================================================================ +Target: + + +Prediction: + )) + +================================================================================ +Example 1316 +================================================================================ +Target: + if unwrapVariant(combo.itemData(i)) == value: + +Prediction: + if i == combo.currentIndex(): + +================================================================================ +Example 1317 +================================================================================ +Target: + handler.setLevel(0) + +Prediction: + handler.setLevel(logging.handlers.SysLogHandler) + +================================================================================ +Example 1318 +================================================================================ +Target: +requests.get(url, headers=headers, timeout=10) + +Prediction: +self._api_client.post(url, data=json.dumps(login_data), headers=headers) + +================================================================================ +Example 1319 +================================================================================ +Target: +result['id'], result) + +Prediction: +domain=result['id']) + +================================================================================ +Example 1320 +================================================================================ +Target: +[opts.app_label, opts.object_name]) + +Prediction: +raw, created, **kwargs) + +================================================================================ +Example 1321 +================================================================================ +Target: += 'append' + +Prediction: += 'append' + +================================================================================ +Example 1322 +================================================================================ +Target: +")) + +Prediction: +")) + +================================================================================ +Example 1323 +================================================================================ +Target: += filename[:-3] + +Prediction: += store._module_name + +================================================================================ +Example 1324 +================================================================================ +Target: + self.eof = True + +Prediction: + break + +================================================================================ +Example 1325 +================================================================================ +Target: + sys.exit("position length must be the same as colors") + +Prediction: + raise ValueError('length of position must be length of colors') + +================================================================================ +Example 1326 +================================================================================ +Target: +and user is None: + +Prediction: +and check_exec(cmd): + +================================================================================ +Example 1327 +================================================================================ +Target: +badidx): + +Prediction: +).sum(badidx): + +================================================================================ +Example 1328 +================================================================================ +Target: +username), + +Prediction: +username), + +================================================================================ +Example 1329 +================================================================================ +Target: + else: + +Prediction: + if scramble: + +================================================================================ +Example 1330 +================================================================================ +Target: + 'Plunger position "{}" not yet calibrated'.format( + +Prediction: + "Plunger position {0} not found in valid position.".format(position)) + +================================================================================ +Example 1331 +================================================================================ +Target: + write_offset = file_size + +Prediction: + pass + +================================================================================ +Example 1332 +================================================================================ +Target: + raise + +Prediction: + raise ValueError("Invalid value for command line argument: %s" % value) + +================================================================================ +Example 1333 +================================================================================ +Target: + return test_data_dir, test_data_file + +Prediction: + return test_data_file + +================================================================================ +Example 1334 +================================================================================ +Target: + ax1.set_ylabel('~ log10(number of counts)') + +Prediction: + + +================================================================================ +Example 1335 +================================================================================ +Target: + c, + +Prediction: + n, + +================================================================================ +Example 1336 +================================================================================ +Target: + self.weak_subscribers = [] + +Prediction: + self.weak_subscribers = {} + +================================================================================ +Example 1337 +================================================================================ +Target: + match_image = _find_inside(lambda x: + +Prediction: + if isinstance(args[0], tuple): + +================================================================================ +Example 1338 +================================================================================ +Target: + artifact_definition.name)) + +Prediction: + artifact_definition_name)) + +================================================================================ +Example 1339 +================================================================================ +Target: + return [objects[id] for id in oids] + +Prediction: + return objects + +================================================================================ +Example 1340 +================================================================================ +Target: + if timestamp: + +Prediction: + stream.dataIntegrity.signatureNumber = di_signatureOffset + +================================================================================ +Example 1341 +================================================================================ +Target: + return type_converter(values[value].text) + +Prediction: + else: + +================================================================================ +Example 1342 +================================================================================ +Target: +ret) + +Prediction: +ret) + +================================================================================ +Example 1343 +================================================================================ +Target: +obj + +Prediction: +None + +================================================================================ +Example 1344 +================================================================================ +Target: += json.loads(req.text[4:]) + +Prediction: += req.get('data') + +================================================================================ +Example 1345 +================================================================================ +Target: + for queue_identifier, event_queue in events_queues.items(): + +Prediction: + for event in events_queues: + +================================================================================ +Example 1346 +================================================================================ +Target: + return True + +Prediction: + return self + +================================================================================ +Example 1347 +================================================================================ +Target: + f) + +Prediction: + func) + +================================================================================ +Example 1348 +================================================================================ +Target: + if not return_output: + +Prediction: + else: + +================================================================================ +Example 1349 +================================================================================ +Target: + res.append(list_item) + +Prediction: + res.append(list_item) + +================================================================================ +Example 1350 +================================================================================ +Target: +{}, got {}' + +Prediction: +(space.ndim,)') + +================================================================================ +Example 1351 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 1352 +================================================================================ +Target: + ) + +Prediction: + strip_empty_rows=self._strip_empty_rows(), + +================================================================================ +Example 1353 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1354 +================================================================================ +Target: +0.3 + +Prediction: +"none" + +================================================================================ +Example 1355 +================================================================================ +Target: +% name) + +Prediction: +% name) + +================================================================================ +Example 1356 +================================================================================ +Target: + raise + +Prediction: + if e.error == "decryption failed": + +================================================================================ +Example 1357 +================================================================================ +Target: +v.default_value() + +Prediction: +v.default_value() + +================================================================================ +Example 1358 +================================================================================ +Target: + text_starts = [0] + [m.end() for m in code_matches] + +Prediction: + code_matches = [self.code_bits_edges[text]] + +================================================================================ +Example 1359 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1360 +================================================================================ +Target: +random()*tot + +Prediction: +random_sample() + +================================================================================ +Example 1361 +================================================================================ +Target: +["self.{0}".format(ident)] + +Prediction: +["PB.{0}".format(special_handling) + +================================================================================ +Example 1362 +================================================================================ +Target: + return True + +Prediction: + return True + +================================================================================ +Example 1363 +================================================================================ +Target: + return input + +Prediction: + return result + +================================================================================ +Example 1364 +================================================================================ +Target: + if out == 'success': + +Prediction: + out = __mgmt(out, 'restart', 'restart') + +================================================================================ +Example 1365 +================================================================================ +Target: + 'type="RichBool" ', + +Prediction: + 'type="RichString" ', + +================================================================================ +Example 1366 +================================================================================ +Target: +path.abspath(config_path) + +Prediction: +path.join(config_path, "config.config") + +================================================================================ +Example 1367 +================================================================================ +Target: + elif "Target:LinuxDeb" in context: + +Prediction: + else: + +================================================================================ +Example 1368 +================================================================================ +Target: + set() + +Prediction: + self + +================================================================================ +Example 1369 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1370 +================================================================================ +Target: +_reset_existing_mapping() + +Prediction: +log.debug('cleared {0} index') + +================================================================================ +Example 1371 +================================================================================ +Target: +result + +Prediction: +result + +================================================================================ +Example 1372 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1373 +================================================================================ +Target: +agent.get("desired_workers", [])): + +Prediction: +): + +================================================================================ +Example 1374 +================================================================================ +Target: + cryptographic_parameters + +Prediction: + 'encryption_key', cryptographic_parameters, parameters={'key_id': + +================================================================================ +Example 1375 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1376 +================================================================================ +Target: +decode_value(buffer, pos) + +Prediction: +encoder.EncodeTag(value, pos, tag_bytes) + +================================================================================ +Example 1377 +================================================================================ +Target: + return "1!%d.%d" % (MAJOR, MINOR) + +Prediction: + return git_version() + +================================================================================ +Example 1378 +================================================================================ +Target: + if not isinstance(themacro, macro.Macro): + +Prediction: + self._macros[name] = themacro + +================================================================================ +Example 1379 +================================================================================ +Target: + if convert_fn: + +Prediction: + convert_fn(call["variantcaller"], call["vrn_file"], tx_out_file) + +================================================================================ +Example 1380 +================================================================================ +Target: + ls = (ls * (tgt_seq.shape[1] - 1)) / batch_size / self._rescale_loss + +Prediction: + return ls + +================================================================================ +Example 1381 +================================================================================ +Target: + return m_t + +Prediction: + return m_t + +================================================================================ +Example 1382 +================================================================================ +Target: +- 2 # N1 == 3 + +Prediction: +- 4 + +================================================================================ +Example 1383 +================================================================================ +Target: +i] = parser.compile_filter(args[i]) + +Prediction: +i] = compile_args(args[i]) + +================================================================================ +Example 1384 +================================================================================ +Target: += output['image'] + +Prediction: += output['finished_image'] + +================================================================================ +Example 1385 +================================================================================ +Target: +!= (blocksize, blocksize): + +Prediction: +!= blocksize: + +================================================================================ +Example 1386 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1387 +================================================================================ +Target: + parts[-1] + +Prediction: + module_name + +================================================================================ +Example 1388 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1389 +================================================================================ +Target: + conn.endpoints[subscribe].subscribe() + +Prediction: + conn.subscribe(regToken) + +================================================================================ +Example 1390 +================================================================================ +Target: += 1, 0 + +Prediction: += b58encode(v) + +================================================================================ +Example 1391 +================================================================================ +Target: + else: + +Prediction: + return num2unistr(byte_data) + +================================================================================ +Example 1392 +================================================================================ +Target: +0', + +Prediction: +0-preview.1', + +================================================================================ +Example 1393 +================================================================================ +Target: + auth.text = kwargs.pop('auth') + +Prediction: + text = ET.SubElement(auth, "text") + +================================================================================ +Example 1394 +================================================================================ +Target: + signing_intent = min(all_signing_intents, key=lambda x: x['restrictiveness']) + +Prediction: + return min(all_signing_intents, key=lambda si: si.least_restrictive) + +================================================================================ +Example 1395 +================================================================================ +Target: + num = Concordant - Discordant + +Prediction: + if cd == 0: + +================================================================================ +Example 1396 +================================================================================ +Target: +): + +Prediction: +): + +================================================================================ +Example 1397 +================================================================================ +Target: +HandledError + +Prediction: +HandledError + +================================================================================ +Example 1398 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1399 +================================================================================ +Target: + return np.piecewise(q, constraints, funcs) + +Prediction: + return funcs, constraints + +================================================================================ +Example 1400 +================================================================================ +Target: + pass + +Prediction: + trace = subnode.tag + +================================================================================ +Example 1401 +================================================================================ +Target: + cls._initAddons(recurse) + +Prediction: + try: + +================================================================================ +Example 1402 +================================================================================ +Target: + dtype=dtype, count=count) + +Prediction: + dtype, dtype=count).view(np.dtype) + +================================================================================ +Example 1403 +================================================================================ +Target: + email_dispatched.disconnect(_record) + +Prediction: + email_dispatched.disconnect() + +================================================================================ +Example 1404 +================================================================================ +Target: + return False + +Prediction: + else: + +================================================================================ +Example 1405 +================================================================================ +Target: + if segment and segment[0].isupper() and segment[1].islower(): + +Prediction: + if i == 0: + +================================================================================ +Example 1406 +================================================================================ +Target: + left_index[j] = i + +Prediction: + cur_score[0] = pos + +================================================================================ +Example 1407 +================================================================================ +Target: + try: + +Prediction: + message_consumer.append(request_str) + +================================================================================ +Example 1408 +================================================================================ +Target: +)) + +Prediction: +)) + +================================================================================ +Example 1409 +================================================================================ +Target: + experiment_id=self._experiment_id, channel_id=channel_id + +Prediction: + experiment_id=experiment_id, + +================================================================================ +Example 1410 +================================================================================ +Target: + settings.configure() + +Prediction: + self.settings_exception = None + +================================================================================ +Example 1411 +================================================================================ +Target: + return count + +Prediction: + return count + +================================================================================ +Example 1412 +================================================================================ +Target: +isview: + +Prediction: +_X is not None: + +================================================================================ +Example 1413 +================================================================================ +Target: +prefiltered + +Prediction: +prefiltered + +================================================================================ +Example 1414 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1415 +================================================================================ +Target: + raise ValueError("The value of __time_rate must be greater than 0.0") + +Prediction: + raise ValueError("The type of __time_rate must be positive.") + +================================================================================ +Example 1416 +================================================================================ +Target: + raise VersionNotFound("version file present but has no contents") + +Prediction: + raise VersionNotFound(VERSION_FILE + " does not exist") + +================================================================================ +Example 1417 +================================================================================ +Target: +self.__exit_code) + +Prediction: +self.__exit_code) + +================================================================================ +Example 1418 +================================================================================ +Target: + if self.minval == self.maxval: + +Prediction: + self.setFieldStats(fieldName, fieldStats) + +================================================================================ +Example 1419 +================================================================================ +Target: +trail: + +Prediction: +reset() + +================================================================================ +Example 1420 +================================================================================ +Target: +0]) + +Prediction: +0]) + +================================================================================ +Example 1421 +================================================================================ +Target: +'\n') + +Prediction: +'"') + +================================================================================ +Example 1422 +================================================================================ +Target: + 'profiles': self.get_users_by_ids(user_ids=response['profiles']) + +Prediction: + 'items_info': url, + +================================================================================ +Example 1423 +================================================================================ +Target: +listdir(dir_data): + +Prediction: +path.join(dir_data): + +================================================================================ +Example 1424 +================================================================================ +Target: +in feats: + +Prediction: +in feats: + +================================================================================ +Example 1425 +================================================================================ +Target: + P_norm = np.linalg.norm(a * P[0] + b * P[1] + c * P[2]) + +Prediction: + return P + +================================================================================ +Example 1426 +================================================================================ +Target: + break + +Prediction: + self._output_writer.Write() + +================================================================================ +Example 1427 +================================================================================ +Target: +#random number 0-100 + +Prediction: + + +================================================================================ +Example 1428 +================================================================================ +Target: + try: + +Prediction: + if r.status_code == 201: + +================================================================================ +Example 1429 +================================================================================ +Target: +"ParentAR", + +Prediction: +portal_type, + +================================================================================ +Example 1430 +================================================================================ +Target: +AddFileEntry(path, file_data=file_data) + +Prediction: +FileEntryExistsByPath(path) + +================================================================================ +Example 1431 +================================================================================ +Target: + json = self._json(self._patch(self._api, data=dumps(data)), 200) + +Prediction: + return self._post('edit', data=data, **config) + +================================================================================ +Example 1432 +================================================================================ +Target: +'\n') + +Prediction: +'\n'))) + +================================================================================ +Example 1433 +================================================================================ +Target: + output = convolve(image, kernel, mode='constant') + +Prediction: + return kernel + +================================================================================ +Example 1434 +================================================================================ +Target: + raise ValueError('expected only 2 or 3 dots in ' + +Prediction: + raise ValueError('{!r} does not have a . or .. at the end of ' + +================================================================================ +Example 1435 +================================================================================ +Target: +tuple(column) + +Prediction: +column + +================================================================================ +Example 1436 +================================================================================ +Target: + for fn, args, kwargs in fnlist: + +Prediction: + for fn in fnlist: + +================================================================================ +Example 1437 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1438 +================================================================================ +Target: + accuracy_metric.reset() + +Prediction: + load_labels=True, + +================================================================================ +Example 1439 +================================================================================ +Target: + _raise_i2c_status_code_error_if_failure(status) + +Prediction: + return status + +================================================================================ +Example 1440 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1441 +================================================================================ +Target: +files ): + +Prediction: +files ): + +================================================================================ +Example 1442 +================================================================================ +Target: + raise ValueError("No BLOCK found") + +Prediction: + continue + +================================================================================ +Example 1443 +================================================================================ +Target: + return s + +Prediction: + return length + +================================================================================ +Example 1444 +================================================================================ +Target: + df_conf[inst_cat].loc[inst_cat] / cat_counts[inst_cat] + +Prediction: + df_conf.sum().sum() + +================================================================================ +Example 1445 +================================================================================ +Target: + 'files', 'filename']: + +Prediction: + 'title', 'description']: + +================================================================================ +Example 1446 +================================================================================ +Target: + process_cores=process_cores, debug=debug) + +Prediction: + process_cores=process_cores, debug=debug + +================================================================================ +Example 1447 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 1448 +================================================================================ +Target: +in range(N): + +Prediction: +in range(h[-1]): + +================================================================================ +Example 1449 +================================================================================ +Target: +swarm + +Prediction: +self + +================================================================================ +Example 1450 +================================================================================ +Target: + if is_json: + +Prediction: + return time_used + +================================================================================ +Example 1451 +================================================================================ +Target: + protocol=2 + +Prediction: + flow_format='wisdom' + +================================================================================ +Example 1452 +================================================================================ +Target: +'rb') as stream: + +Prediction: +'w') as f: + +================================================================================ +Example 1453 +================================================================================ +Target: += fig.add_subplot(3, 1, 3) + +Prediction: += fig.add_subplot(3, 2) + +================================================================================ +Example 1454 +================================================================================ +Target: + sorted_qs_args = OrderedDict() + +Prediction: + keys = [k for k in qs_args.keys() if k not in url_parts] + +================================================================================ +Example 1455 +================================================================================ +Target: +is None: + +Prediction: +is None: + +================================================================================ +Example 1456 +================================================================================ +Target: +*14) * DATA + +Prediction: +*(12.0 - 3*(LSB - MSB))) * 2**(18.0 - 3*(LSB - MSB)) + +================================================================================ +Example 1457 +================================================================================ +Target: + return len(self._sections) + +Prediction: + return self._next_node + +================================================================================ +Example 1458 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1459 +================================================================================ +Target: +'\n ' + parent_doc + +Prediction: +'\n' + +================================================================================ +Example 1460 +================================================================================ +Target: + return classes + +Prediction: + return classes + +================================================================================ +Example 1461 +================================================================================ +Target: += kwargs.get(argk) \ + +Prediction: += kwargs.get(argk) if argk else None + +================================================================================ +Example 1462 +================================================================================ +Target: +rva, length=MAX_STRING_LENGTH) ) + +Prediction: +)[:MAX_STRING_LENGTH]) + +================================================================================ +Example 1463 +================================================================================ +Target: +AttributeError: + +Prediction: +AttributeError: + +================================================================================ +Example 1464 +================================================================================ +Target: + fcma_extension.normalization(corr, self.epochs_per_subj) + +Prediction: + return corr / (time1 + time3) + +================================================================================ +Example 1465 +================================================================================ +Target: + callback = kwargs.pop('callback', self._callback) + +Prediction: + callback = kwargs.pop('callback', self._callback) + +================================================================================ +Example 1466 +================================================================================ +Target: + return call + +Prediction: + return call + +================================================================================ +Example 1467 +================================================================================ +Target: +in args]), err) + +Prediction: +in args])) + +================================================================================ +Example 1468 +================================================================================ +Target: + return data + +Prediction: + return data + +================================================================================ +Example 1469 +================================================================================ +Target: +not None: + +Prediction: +not None: + +================================================================================ +Example 1470 +================================================================================ +Target: + self._call("setBootOrder", + +Prediction: + if self._call("setSetBootOrder", + +================================================================================ +Example 1471 +================================================================================ +Target: +timeout) + +Prediction: +timeout) + +================================================================================ +Example 1472 +================================================================================ +Target: + sys.exit(1) + +Prediction: + return + +================================================================================ +Example 1473 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1474 +================================================================================ +Target: + break + +Prediction: + if len_clean_visible + +================================================================================ +Example 1475 +================================================================================ +Target: + if prefix == self.prefix: + +Prediction: + if count > 1: + +================================================================================ +Example 1476 +================================================================================ +Target: + error_message = ( + +Prediction: + logger.warning('Failed to encode message: {0:s}'.format(message_string)) + +================================================================================ +Example 1477 +================================================================================ +Target: + .format(base, assetid, attachment["filename"]) + +Prediction: + .format(base, resource, file_path) + +================================================================================ +Example 1478 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 1479 +================================================================================ +Target: +real_path + +Prediction: +real_path + +================================================================================ +Example 1480 +================================================================================ +Target: + else: + +Prediction: + return default + +================================================================================ +Example 1481 +================================================================================ +Target: + delete_and_upload_images( + +Prediction: + if language == 'en': + +================================================================================ +Example 1482 +================================================================================ +Target: +list(ids)) + +Prediction: +DB.get(ids)) + +================================================================================ +Example 1483 +================================================================================ +Target: + int(spec, 8) + +Prediction: + spec + +================================================================================ +Example 1484 +================================================================================ +Target: + intervals = Intervals(intervals) + +Prediction: + raise ValueError("intervals must be a list of intervals") + +================================================================================ +Example 1485 +================================================================================ +Target: + self._get_closest_samp_num(ref_samp_num + 1, test_samp_num)) + +Prediction: + self._get_closest_samp_num(ref_samp_num, + +================================================================================ +Example 1486 +================================================================================ +Target: + is_running = self.get_status()['is_running'] + +Prediction: + self.scan_id = self.scan_id + +================================================================================ +Example 1487 +================================================================================ +Target: + for edge in self.edges: + +Prediction: + self._component_default = components + +================================================================================ +Example 1488 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1489 +================================================================================ +Target: +0] + +Prediction: +0] + +================================================================================ +Example 1490 +================================================================================ +Target: + self._plug_descriptors[plug_name] = self._make_plug_descriptor(plug_type) + +Prediction: + self._plugs_by_type[plug_type] = None + +================================================================================ +Example 1491 +================================================================================ +Target: +_buffer.delivered_image_height + +Prediction: +_part.delivered_image_width + +================================================================================ +Example 1492 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1493 +================================================================================ +Target: + reply_to_message_id=reply_to_message_id, + +Prediction: + reply_to_message_id=reply_to_message_id, + +================================================================================ +Example 1494 +================================================================================ +Target: +module_format(self.dependencies, template_function) + +Prediction: +module_format.format(template_function=template_function) + +================================================================================ +Example 1495 +================================================================================ +Target: +'WARNING:') + +Prediction: +'Listing') and '\t' not in line, + +================================================================================ +Example 1496 +================================================================================ +Target: + return clusters + +Prediction: + return clusters + +================================================================================ +Example 1497 +================================================================================ +Target: + type=layer.csw_type, + +Prediction: + layer='ESRI:ArcGIS:ImageServer') + +================================================================================ +Example 1498 +================================================================================ +Target: + binder = Binder(id_, metadata=metadata) + +Prediction: + return { + +================================================================================ +Example 1499 +================================================================================ +Target: +INFO) + +Prediction: +WARNING, default=logging.INFO) + +================================================================================ +Example 1500 +================================================================================ +Target: += 404: + +Prediction: += 403: + +================================================================================ +Example 1501 +================================================================================ +Target: + for master in mpstate.mav_master: + +Prediction: + return + +================================================================================ +Example 1502 +================================================================================ +Target: +pop() + +Prediction: +append(self._tasks[i]) + +================================================================================ +Example 1503 +================================================================================ +Target: + abs_cos = np.sqrt((projected*projected).sum()) + +Prediction: + projected = np.dot(projected, v_r) + +================================================================================ +Example 1504 +================================================================================ +Target: +items must be given as a string or a list of strings') + +Prediction: +token must be a string, not {0}'.format(s)) + +================================================================================ +Example 1505 +================================================================================ +Target: + attrl = attrs(tup_tree) + +Prediction: + self.parse_tuple(child, tup_tree) + +================================================================================ +Example 1506 +================================================================================ +Target: + return rv + +Prediction: + return rv + +================================================================================ +Example 1507 +================================================================================ +Target: + session=self.session)) + +Prediction: + session=self.parent.server.id, + +================================================================================ +Example 1508 +================================================================================ +Target: + for sub_obj in obj: + +Prediction: + if nested_level <= 0: + +================================================================================ +Example 1509 +================================================================================ +Target: + issue=latest_issue, title=title, body=body, **kwargs) + +Prediction: + title, body, latest_issue, **kwargs + +================================================================================ +Example 1510 +================================================================================ +Target: + ).replace(tzinfo=pytz.utc) + +Prediction: + ) + +================================================================================ +Example 1511 +================================================================================ +Target: + -0.5 + +Prediction: + 2. + +================================================================================ +Example 1512 +================================================================================ +Target: + if e.response.get('Error', {}).get('Code') == missing_code: + +Prediction: + msg = '{} {}'.format(missing_code, str(e)) + +================================================================================ +Example 1513 +================================================================================ +Target: +project_id=project_id, detail=theError.detail or u'') + +Prediction: +project_id=project_id) + +================================================================================ +Example 1514 +================================================================================ +Target: + plt.setp(ax_handle, visible = True); + +Prediction: + axis_size = axis_size(artist); + +================================================================================ +Example 1515 +================================================================================ +Target: + super().setup(**kwargs) + +Prediction: + if s_scheme: + +================================================================================ +Example 1516 +================================================================================ +Target: +stats_err['max'], + +Prediction: +stats_sta['count'], + +================================================================================ +Example 1517 +================================================================================ +Target: + return 0 + +Prediction: + print("Technical terms were created in {}.".format(arguments.cache_path)) + +================================================================================ +Example 1518 +================================================================================ +Target: +f[i] - indexOffset) + +Prediction: +f0 - indexOffset + i) + +================================================================================ +Example 1519 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1520 +================================================================================ +Target: +create_project_venv() + +Prediction: +None + +================================================================================ +Example 1521 +================================================================================ +Target: + continue + +Prediction: + raise ValueError(("Missing pattern in format string. " + +================================================================================ +Example 1522 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1523 +================================================================================ +Target: += build_node(table, expr.terms, builder) + +Prediction: + return cond + +================================================================================ +Example 1524 +================================================================================ +Target: +get_options().strict: + +Prediction: +get_options: { + +================================================================================ +Example 1525 +================================================================================ +Target: + str: + +Prediction: + str: + +================================================================================ +Example 1526 +================================================================================ +Target: +use the " + +Prediction: +specify a " + +================================================================================ +Example 1527 +================================================================================ +Target: + return 'yum' + +Prediction: + return 'apt' + +================================================================================ +Example 1528 +================================================================================ +Target: += self.__String_to_BitList(data[i:i+8]) + +Prediction: += self.getBlock(data[i:i+self.block_size]) + +================================================================================ +Example 1529 +================================================================================ +Target: +'per': + +Prediction: +'author': + +================================================================================ +Example 1530 +================================================================================ +Target: +in self.columns.values(): + +Prediction: +in dataset: + +================================================================================ +Example 1531 +================================================================================ +Target: +else + +Prediction: +and \ + +================================================================================ +Example 1532 +================================================================================ +Target: + url = 'healthcheckexpect/add/' + +Prediction: + return self._post('healthcheck_expect/', healthcheck_map) + +================================================================================ +Example 1533 +================================================================================ +Target: +concatenate([N[:,:,0], np.sum(w_hyp_last_outcome[np.newaxis,:,:], axis=2)], axis=0) + +Prediction: +array([w_hyp, w_hyp_last_outcome]) + +================================================================================ +Example 1534 +================================================================================ +Target: + final_byte = '\x00' + +Prediction: + raise ValueError('No sequence encountered') + +================================================================================ +Example 1535 +================================================================================ +Target: +operationError as exc: + +Prediction: +Exception: + +================================================================================ +Example 1536 +================================================================================ +Target: +self._SID + +Prediction: +self._SID + +================================================================================ +Example 1537 +================================================================================ +Target: + return ([self._bb_by_addr[addr] for addr in path] for path in paths) + +Prediction: + return paths + +================================================================================ +Example 1538 +================================================================================ +Target: + if not title_nodes: + +Prediction: + for node in title_nodes: + +================================================================================ +Example 1539 +================================================================================ +Target: +analysis_obj.to_dict() + +Prediction: +analysis_obj.analysis_data + +================================================================================ +Example 1540 +================================================================================ +Target: + base_agent.create_site(get_binding_site_name(bc.agent)) + +Prediction: + return base_agent + +================================================================================ +Example 1541 +================================================================================ +Target: + if self.is_insufficient_material(): + +Prediction: + if self.is_material(): + +================================================================================ +Example 1542 +================================================================================ +Target: +input in function specification") + +Prediction: +h is the constructor + +================================================================================ +Example 1543 +================================================================================ +Target: + return self.out + +Prediction: + return self + +================================================================================ +Example 1544 +================================================================================ +Target: +loop)) + +Prediction: +1)) + +================================================================================ +Example 1545 +================================================================================ +Target: + style) + +Prediction: + style, style)) + +================================================================================ +Example 1546 +================================================================================ +Target: + return self + +Prediction: + self._loaded_storage_service = storage_service + +================================================================================ +Example 1547 +================================================================================ +Target: + flavor = flavor_to_id[flavor] + +Prediction: + if flavor == 'm1.small': + +================================================================================ +Example 1548 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1549 +================================================================================ +Target: +api.get_uid(instance) + +Prediction: +"get-request-uid" + +================================================================================ +Example 1550 +================================================================================ +Target: + s3 = session.resource('s3') + +Prediction: + return session.open(bucket_name, bucket_name) + +================================================================================ +Example 1551 +================================================================================ +Target: + 'gene id', 'transcript id', 'protein id', 'exon id'], + +Prediction: + 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'datatype', 'da + +================================================================================ +Example 1552 +================================================================================ +Target: + for distribution in distributions: + +Prediction: + for distribution in distributions: + +================================================================================ +Example 1553 +================================================================================ +Target: + exc_info=e) + +Prediction: + extra=e) + +================================================================================ +Example 1554 +================================================================================ +Target: +True + +Prediction: +True + +================================================================================ +Example 1555 +================================================================================ +Target: +False + +Prediction: +True + +================================================================================ +Example 1556 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1557 +================================================================================ +Target: + _antisymm_12(Ca[k]) + +Prediction: + _symm_current(Ca[9]) + +================================================================================ +Example 1558 +================================================================================ +Target: + sum((x + 0)**2) + +Prediction: + 1*np.random.rand(1)[0]**2 + +================================================================================ +Example 1559 +================================================================================ +Target: + result = numpy.insert(result, [0], numpy.transpose([result[:,-2]]), 1) + +Prediction: + result = numpy.insert(result, [1], numpy.transpose([result[-1,:]],1) + +================================================================================ +Example 1560 +================================================================================ +Target: ++ 1 + +Prediction: ++ 1 + +================================================================================ +Example 1561 +================================================================================ +Target: + if bb_bottom is None or bb_bottom < cell_row: + +Prediction: + if bb_right is None or bb_right > cell_col: + +================================================================================ +Example 1562 +================================================================================ +Target: + event.get('ipAddress'), event.get('label'), event.get('username')]) + +Prediction: + event.get('eventLabel')]) + +================================================================================ +Example 1563 +================================================================================ +Target: + executables_list = " ".join(quoted_executables) + +Prediction: + shell = 'bash' + +================================================================================ +Example 1564 +================================================================================ +Target: + elif nullable_idx == 1: + +Prediction: + else: + +================================================================================ +Example 1565 +================================================================================ +Target: +returncode, output.read() + +Prediction: +returncode, output.read() + +================================================================================ +Example 1566 +================================================================================ +Target: +join(stachans[column])) + +Prediction: +join([stachans, column])) + +================================================================================ +Example 1567 +================================================================================ +Target: + if os.path.exists(self.paths["readme"]): + +Prediction: + self.report["roles"][role]["meta"] = self.meta + +================================================================================ +Example 1568 +================================================================================ +Target: + toBlock=to_block, + +Prediction: + toBlock=to_block, + +================================================================================ +Example 1569 +================================================================================ +Target: += None + +Prediction: += 0 + +================================================================================ +Example 1570 +================================================================================ +Target: + return retval + +Prediction: + return retval + +================================================================================ +Example 1571 +================================================================================ +Target: + declaration[2] + +Prediction: + type_ + +================================================================================ +Example 1572 +================================================================================ +Target: += pytz.UTC.localize(pd.Timestamp.max) + +Prediction: += pytz.UTC.localize(pd.Timestamp.max) + +================================================================================ +Example 1573 +================================================================================ +Target: +_helper.do_get(uri) + +Prediction: +_post(uri, data=self.data) + +================================================================================ +Example 1574 +================================================================================ +Target: + my_dict = json.loads(fileobj.read()) + +Prediction: + config = json.load(fileobj) + +================================================================================ +Example 1575 +================================================================================ +Target: +qp_order: + +Prediction: +lp_order: + +================================================================================ +Example 1576 +================================================================================ +Target: + body['storage_device']['address'] = address + +Prediction: + body['address'] = address + +================================================================================ +Example 1577 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1578 +================================================================================ +Target: +"password": password} + +Prediction: +"password": password} + +================================================================================ +Example 1579 +================================================================================ +Target: + idxs + +Prediction: + \ + +================================================================================ +Example 1580 +================================================================================ +Target: +: self._width, + +Prediction: +: self._width, + +================================================================================ +Example 1581 +================================================================================ +Target: + pass + +Prediction: + pass + +================================================================================ +Example 1582 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 1583 +================================================================================ +Target: + event.accept() + +Prediction: + return + +================================================================================ +Example 1584 +================================================================================ +Target: + self.process_new_updates(updates) + +Prediction: + return updates + +================================================================================ +Example 1585 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1586 +================================================================================ +Target: + return len(self._pending) + +Prediction: + else: + +================================================================================ +Example 1587 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1588 +================================================================================ +Target: +trip_id) + +Prediction: +trip_id) + +================================================================================ +Example 1589 +================================================================================ +Target: + dist_lengths = () + +Prediction: + if distributions: + +================================================================================ +Example 1590 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1591 +================================================================================ +Target: + line = input() + +Prediction: + buffer.append(input("rivescript> ")) + +================================================================================ +Example 1592 +================================================================================ +Target: +np.dot(u, a_new) + +Prediction: +a_new + +================================================================================ +Example 1593 +================================================================================ +Target: + element_kind, element_name, exc)) + +Prediction: + element_kind, exc, value) + +================================================================================ +Example 1594 +================================================================================ +Target: + data = controllers.mme_matches(case_obj, institute_obj, mme_base_url, mme_token) + +Prediction: + if case_obj is None: + +================================================================================ +Example 1595 +================================================================================ +Target: + self.trace[key]['value'] = result + +Prediction: + return result + +================================================================================ +Example 1596 +================================================================================ +Target: + nat_element = self.static_src_nat + +Prediction: + nat_element = source_or_dest.typeof_or_dest.all_as_href() + +================================================================================ +Example 1597 +================================================================================ +Target: + count -= 1 + +Prediction: + if count == 1: + +================================================================================ +Example 1598 +================================================================================ +Target: +data) + +Prediction: +**data) + +================================================================================ +Example 1599 +================================================================================ +Target: + break + +Prediction: + return token + +================================================================================ +Example 1600 +================================================================================ +Target: + raise TypeError("attribute '{0}' is not a callback property".format(name)) + +Prediction: + prop = self.__callback__ + +================================================================================ +Example 1601 +================================================================================ +Target: +ret + +Prediction: +ret + +================================================================================ +Example 1602 +================================================================================ +Target: + if "filename" in v: + +Prediction: + if _new_tables in dat[_tables].keys(): + +================================================================================ +Example 1603 +================================================================================ +Target: + c = d.setdefault('config', {}) + +Prediction: + return d + +================================================================================ +Example 1604 +================================================================================ +Target: + if int(result.get('ok', 0)) != 1: + +Prediction: + except subprocess.CalledProcessError as e: + +================================================================================ +Example 1605 +================================================================================ +Target: +ipynb' + +Prediction: +ext' + +================================================================================ +Example 1606 +================================================================================ +Target: + int(sx) + +Prediction: + (i/m)*shape[1] + +================================================================================ +Example 1607 +================================================================================ +Target: + self._json_data = copy.deepcopy(self._raw_data) + +Prediction: + return self + +================================================================================ +Example 1608 +================================================================================ +Target: + elif isinstance(arg, numpy.record): + +Prediction: + else: + +================================================================================ +Example 1609 +================================================================================ +Target: + if regex.search(record.id) or regex.search(record.description): + +Prediction: + if not regex.match(record.name) is None: + +================================================================================ +Example 1610 +================================================================================ +Target: + rdl = round(dl * 10**(-p), uplaces) * 10**p + +Prediction: + rdh = round(dh * 10**(-p), uplaces) * 10**p + +================================================================================ +Example 1611 +================================================================================ +Target: + return dos_from_table(table) + +Prediction: + else: + +================================================================================ +Example 1612 +================================================================================ +Target: + return {o.mechanism: o for o in actual_causes_or_effects + +Prediction: + def index_of_mechanism(actual_causes_or_effects): + +================================================================================ +Example 1613 +================================================================================ +Target: +submission_path) + +Prediction: +dirname) + +================================================================================ +Example 1614 +================================================================================ +Target: +store_python_metadata \ + +Prediction: +type_string: + +================================================================================ +Example 1615 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1616 +================================================================================ +Target: + + +Prediction: + + +================================================================================ +Example 1617 +================================================================================ +Target: +== config["gpg_key_fingerprint"]: + +Prediction: +in uid_string_fp2key: + +================================================================================ +Example 1618 +================================================================================ +Target: + }, + +Prediction: + }) + +================================================================================ +Example 1619 +================================================================================ +Target: + return + +Prediction: + except OSError: + +================================================================================ +Example 1620 +================================================================================ +Target: + return AudioSamples(y, self.samplerate) + +Prediction: + return x * (1 - y) + +================================================================================ +Example 1621 +================================================================================ +Target: + k) + +Prediction: + k) + +================================================================================ +Example 1622 +================================================================================ +Target: + count=getArgType(argTuple[2])[1], + +Prediction: + type=argTuple[2], + +================================================================================ +Example 1623 +================================================================================ +Target: + cycle(mediumList) + +Prediction: + [mediumList(i) + mediumList(i + 1) for i in range(colors.size)] + +================================================================================ +Example 1624 +================================================================================ +Target: + varstring = '{}{}'.format(sort, vid) + +Prediction: + self.vid = self.vid, sort = index + +================================================================================ +Example 1625 +================================================================================ +Target: + return self.plot(*args,**kwargs) + +Prediction: + return self._plot(*args,**kwargs) + +================================================================================ +Example 1626 +================================================================================ +Target: +self.market_definition.get('version'), + +Prediction: +self.market_definition.get('version'), + +================================================================================ +Example 1627 +================================================================================ +Target: + elif isinstance(field, xmlmap.fields.NodeListField): + +Prediction: + kwargs['subform'] = field_type + +================================================================================ +Example 1628 +================================================================================ +Target: +meta_string) + +Prediction: +).info('Added history to {}'.format(meta_string)) + +================================================================================ +Example 1629 +================================================================================ +Target: + record.description = '' + +Prediction: + print(record.id) + +================================================================================ +Example 1630 +================================================================================ +Target: + tok2_total = toks2._N + +Prediction: + if(tok2_present > 2): + +================================================================================ +Example 1631 +================================================================================ +Target: +result + +Prediction: +result + +================================================================================ +Example 1632 +================================================================================ +Target: + results = np.zeros((nb_classes, source_samples), dtype='i') + +Prediction: + report.success_train_clean_eval = source_samples * nb_classes - 1 + +================================================================================ +Example 1633 +================================================================================ +Target: + raise ValueError('Unexpected qt support mode: %s' % (qt_support_mode,)) + +Prediction: + raise Exception('Unknown qt support mode') + +================================================================================ +Example 1634 +================================================================================ +Target: += {} + +Prediction: += {} + +================================================================================ +Example 1635 +================================================================================ +Target: + elif angle == 'l': + +Prediction: + else: + +================================================================================ +Example 1636 +================================================================================ +Target: +group] = {} + +Prediction: +group] = [] + +================================================================================ +Example 1637 +================================================================================ +Target: +config) + +Prediction: +config) + +================================================================================ +Example 1638 +================================================================================ +Target: + self._base_url + API_PAGES_ENDPOINT + str(indexes[0]) + "/" + +Prediction: + self._get_section_page(parent_id) + +================================================================================ +Example 1639 +================================================================================ +Target: + raise SystemExit() + +Prediction: + sys.exit(1) + +================================================================================ +Example 1640 +================================================================================ +Target: + return source_setattr + +Prediction: + return setattr + +================================================================================ +Example 1641 +================================================================================ +Target: +item)) + +Prediction: +item, steps) + +================================================================================ +Example 1642 +================================================================================ +Target: + message) + +Prediction: + message) + +================================================================================ +Example 1643 +================================================================================ +Target: + print(colored_map(text, cmap), **kwargs) + +Prediction: + print(colored_map(text, cmap), **kwargs) + +================================================================================ +Example 1644 +================================================================================ +Target: +end_date + +Prediction: +end_date + +================================================================================ +Example 1645 +================================================================================ +Target: + return (-beta4/(common_term) + 1.0/(common_term))**0.5 + +Prediction: + return common_term + +================================================================================ +Example 1646 +================================================================================ +Target: + raise ValueError("Specified coordinate type '%s' " + +Prediction: + raise ValueError('Unrecognized coordinate type "%s"' % + +================================================================================ +Example 1647 +================================================================================ +Target: +specified!") + +Prediction: +specified") + +================================================================================ +Example 1648 +================================================================================ +Target: +"separationArcsec"]) + +Prediction: +magnitudeLimitFilter]) + +================================================================================ +Example 1649 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1650 +================================================================================ +Target: + if type(value) != bytes: + +Prediction: + return value + +================================================================================ +Example 1651 +================================================================================ +Target: +merge(_dirtyCachedItem) + +Prediction: +create_cached_item(_dirtyCachedItem) + +================================================================================ +Example 1652 +================================================================================ +Target: + locked_pkgs.append(pkgname) + +Prediction: + try: + +================================================================================ +Example 1653 +================================================================================ +Target: + return None + +Prediction: + raise ValueError('Could not find an item in the collection') + +================================================================================ +Example 1654 +================================================================================ +Target: + finally: + +Prediction: + self._pool.terminate() + +================================================================================ +Example 1655 +================================================================================ +Target: + print("No data for %s in column %s." % (name, column)) + +Prediction: + pass + +================================================================================ +Example 1656 +================================================================================ +Target: + return config + +Prediction: + return config + +================================================================================ +Example 1657 +================================================================================ +Target: +0: + +Prediction: +stream.total_len: + +================================================================================ +Example 1658 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 1659 +================================================================================ +Target: + if abs(startLine - currentLine) > self._MAX_SIZE or \ + +Prediction: + if currentLine < startLine: + +================================================================================ +Example 1660 +================================================================================ +Target: + hb = widgets.HBox([vn, active]) + +Prediction: + widgets.Text().pack(side='top', fill='x', bdjust='lg') + +================================================================================ +Example 1661 +================================================================================ +Target: + state, reward, terminal, _ = env.step(command) + +Prediction: + env.render() + +================================================================================ +Example 1662 +================================================================================ +Target: +fixed_issues + +Prediction: +fixed_issues + +================================================================================ +Example 1663 +================================================================================ +Target: + return { + +Prediction: + return pl + +================================================================================ +Example 1664 +================================================================================ +Target: +_widget, _HiddenWidget): + +Prediction: +_file_mode): + +================================================================================ +Example 1665 +================================================================================ +Target: +else None + +Prediction: +else 0 + +================================================================================ +Example 1666 +================================================================================ +Target: +input_iter, batch_size)) + +Prediction: +iter, batch_size)) + +================================================================================ +Example 1667 +================================================================================ +Target: +NotFetchable: + +Prediction: +AttributeError: + +================================================================================ +Example 1668 +================================================================================ +Target: +append(new_state) + +Prediction: +append(new_state) + +================================================================================ +Example 1669 +================================================================================ +Target: + self.logger.debug("Successfully loaded " + filename + " schema") + +Prediction: + return self.schemas + +================================================================================ +Example 1670 +================================================================================ +Target: + return df.drop(df[df.Bin < 0].index) + +Prediction: + return df + +================================================================================ +Example 1671 +================================================================================ +Target: + break + +Prediction: + i -= 1 + +================================================================================ +Example 1672 +================================================================================ +Target: + diff.lincomb(1, x, -self.sigma, g) + +Prediction: + else: + +================================================================================ +Example 1673 +================================================================================ +Target: + - update usage examples and text + +Prediction: + """ + +================================================================================ +Example 1674 +================================================================================ +Target: + gene_obj['hgnc_symbol'] = hgnc_gene['hgnc_symbol'] + +Prediction: + hgnc_gene['symbol'] = symbol + +================================================================================ +Example 1675 +================================================================================ +Target: +size)) + +Prediction: +read(), + +================================================================================ +Example 1676 +================================================================================ +Target: + return self.http_client.post(API_EXCHANGE_BIND % + +Prediction: + return self._request('bind', virtual_host, destination, bind_payload) + +================================================================================ +Example 1677 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1678 +================================================================================ +Target: + if "v" in fd or "V" in fd: + +Prediction: + break + +================================================================================ +Example 1679 +================================================================================ +Target: + return Response(status=status.HTTP_400_BAD_REQUEST) + +Prediction: + serializer = None + +================================================================================ +Example 1680 +================================================================================ +Target: + 'caution-text': caution_text, + +Prediction: + + +================================================================================ +Example 1681 +================================================================================ +Target: +config) + +Prediction: +config) + +================================================================================ +Example 1682 +================================================================================ +Target: + asynchronous(handler, event) + +Prediction: + handler(event, **kwargs) + +================================================================================ +Example 1683 +================================================================================ +Target: +" in command[0]: + +Prediction: +exe" in os.path.splitext(os.path.basename(command[0]))[0]: + +================================================================================ +Example 1684 +================================================================================ +Target: +loglevel) + +Prediction: +loglevel) + +================================================================================ +Example 1685 +================================================================================ +Target: + eps = min(eps, numpy.amin(numpy.gradient(vals))) + +Prediction: + x0 = [0.5*eps*len(v) for v in vals] + +================================================================================ +Example 1686 +================================================================================ +Target: +dt + +Prediction: +dt + +================================================================================ +Example 1687 +================================================================================ +Target: + try: + +Prediction: + state.opname = op.name.split('.')[-1].lower() + +================================================================================ +Example 1688 +================================================================================ +Target: + stripped_len = len(terminal.StripAnsiText(current_line)) + +Prediction: + result.append(self._TextJustify(current_line, col_size)) + +================================================================================ +Example 1689 +================================================================================ +Target: + "currency": currency + +Prediction: + "type": "STRING" + +================================================================================ +Example 1690 +================================================================================ +Target: + except: + +Prediction: + except KeyError: + +================================================================================ +Example 1691 +================================================================================ +Target: +line + +Prediction: +line + +================================================================================ +Example 1692 +================================================================================ +Target: + _is_shift = np.array(is_shift, dtype='intc') + +Prediction: + _is_shift = np.zeros(3, dtype='intc') + +================================================================================ +Example 1693 +================================================================================ +Target: + var.name, device, mem)) + +Prediction: + var.name, shape, device.shape)) + +================================================================================ +Example 1694 +================================================================================ +Target: + if secret: + +Prediction: + if secret: + +================================================================================ +Example 1695 +================================================================================ +Target: +lxc + +Prediction: +lxc + +================================================================================ +Example 1696 +================================================================================ +Target: + return pairs + +Prediction: + return pairs + +================================================================================ +Example 1697 +================================================================================ +Target: +df + +Prediction: +df + +================================================================================ +Example 1698 +================================================================================ +Target: += self._do_request( + +Prediction: += self._post('document_indicators', data=data) + +================================================================================ +Example 1699 +================================================================================ +Target: + self.metadata_db_path = str(path) + +Prediction: + return path + +================================================================================ +Example 1700 +================================================================================ +Target: +self, name): + +Prediction: +checker, '_validate23'): + +================================================================================ +Example 1701 +================================================================================ +Target: +without mount point identifier.') + +Prediction: +with mount point.') + +================================================================================ +Example 1702 +================================================================================ +Target: +[i + ':%.4f' for i in metric_nm]) + +Prediction: +[epoch_id, metric_nm, learning_rate, learning_rate, + +================================================================================ +Example 1703 +================================================================================ +Target: +0] = b + +Prediction: +0] = last_b[1] + +================================================================================ +Example 1704 +================================================================================ +Target: +max_dpt) + +Prediction: +db) + +================================================================================ +Example 1705 +================================================================================ +Target: +not define its commands" % entry_point.name + +Prediction: +not support commands' section in pkg_resources.COMMANDS" + +================================================================================ +Example 1706 +================================================================================ +Target: + return + +Prediction: + return + +================================================================================ +Example 1707 +================================================================================ +Target: + filter = {self.chained_model_field + "__in": pks} + +Prediction: + filter = {self.chained_model_field: pks} + +================================================================================ +Example 1708 +================================================================================ +Target: + if abs(score) > 0.001: + +Prediction: + if score < self._min_score: + +================================================================================ +Example 1709 +================================================================================ +Target: + } + +Prediction: + } + +================================================================================ +Example 1710 +================================================================================ +Target: +_toggle_on_click: + +Prediction: +_load_new(led_red_green_) + +================================================================================ +Example 1711 +================================================================================ +Target: + with _custom_argv(all_argv + [os.path.relpath(f) for f in filenames]): + +Prediction: + _debug_linter_status("prospector", filename, tools) + +================================================================================ +Example 1712 +================================================================================ +Target: +result + +Prediction: +result + +================================================================================ +Example 1713 +================================================================================ +Target: + self._updateRepo(self._repo.removeReferenceSet, referenceSet) + +Prediction: + self._repo.removeReferenceSet(referenceSet) + +================================================================================ +Example 1714 +================================================================================ +Target: + context_dict = { + +Prediction: + context = MakoContext(context) + +================================================================================ +Example 1715 +================================================================================ +Target: + return fig + +Prediction: + if ax is not None: + +================================================================================ +Example 1716 +================================================================================ +Target: +Snapshot, [input_pathglobs])[0] + +Prediction: + + +================================================================================ +Example 1717 +================================================================================ +Target: + return None, None + +Prediction: + return None, None + +================================================================================ +Example 1718 +================================================================================ +Target: +self.factories[name] + +Prediction: +new_factory(self, name, config) + +================================================================================ +Example 1719 +================================================================================ +Target: +_rubric_default + +Prediction: +_rubricId + +================================================================================ +Example 1720 +================================================================================ +Target: + return [_f for _f in match.groups() if _f][0] + +Prediction: + return match.group(1) + +================================================================================ +Example 1721 +================================================================================ +Target: +): + +Prediction: +): + +================================================================================ +Example 1722 +================================================================================ +Target: + break + +Prediction: + self.require_move = True + +================================================================================ +Example 1723 +================================================================================ +Target: + self.like[idx].setValue(current_value * current_scale / scale) + +Prediction: + self.like[idx].setValue(current_value) + +================================================================================ +Example 1724 +================================================================================ +Target: + return None + +Prediction: + else: + +================================================================================ +Example 1725 +================================================================================ +Target: +sync_manager) + +Prediction: +queues) + +================================================================================ +Example 1726 +================================================================================ +Target: +'_'), saltenv) + +Prediction: +'|'))) + +================================================================================ +Example 1727 +================================================================================ +Target: +rule) + +Prediction: +rule['cmd'](description)) + +================================================================================ +Example 1728 +================================================================================ +Target: + if self._exception is not None: + +Prediction: + self._exception = self._exception(exception) + +================================================================================ +Example 1729 +================================================================================ +Target: + self.line.target + +Prediction: + self.line.sender.nick + +================================================================================ +Example 1730 +================================================================================ +Target: +self._prefixed(temp_ver.name) + +Prediction: +self[temp_ver.name] + +================================================================================ +Example 1731 +================================================================================ +Target: +OptionGroup(self._expression_to_asn(expr)) + +Prediction: +expr.children[0] + +================================================================================ +Example 1732 +================================================================================ +Target: + currentdict[currentgroup] = {} + +Prediction: + return currentdict + +================================================================================ +Example 1733 +================================================================================ +Target: + if package: + +Prediction: + dependency_links.append( + +================================================================================ +Example 1734 +================================================================================ +Target: + logger.debug("expect failed - attempts left: %d" % times) + +Prediction: + if time.time == 0: + +================================================================================ +Example 1735 +================================================================================ +Target: +ev_data, + +Prediction: +) + +================================================================================ +Example 1736 +================================================================================ +Target: +out_catalog) + +Prediction: +out_catalog) + +================================================================================ +Example 1737 +================================================================================ +Target: +in template.get('steps', []): + +Prediction: +in template.get('outputs', []): + +================================================================================ +Example 1738 +================================================================================ +Target: +product + +Prediction: +__self__.__name__ + +================================================================================ +Example 1739 +================================================================================ +Target: +input.append(input_name) + +Prediction: +attributes = { + +================================================================================ +Example 1740 +================================================================================ +Target: + return super(XTableWidget, self).mimeData(items) + +Prediction: + return self.dataCollector() + +================================================================================ +Example 1741 +================================================================================ +Target: +scores.sort(0, descending=True) + +Prediction: +scores.get_field("idx") + +================================================================================ +Example 1742 +================================================================================ +Target: +save_fileAs() + +Prediction: +__file + +================================================================================ +Example 1743 +================================================================================ +Target: +start_time.second, + +Prediction: +start_time.second, + +================================================================================ +Example 1744 +================================================================================ +Target: + b_tra[switched],b_occ[switched] = (b_occ[switched],b_tra[switched]) + +Prediction: + in AU) + +================================================================================ +Example 1745 +================================================================================ +Target: + break + +Prediction: + return b'' + +================================================================================ +Example 1746 +================================================================================ +Target: + return nodes_with_type, links_with_type, groups_with_type + +Prediction: + return nodes_with_type + +================================================================================ +Example 1747 +================================================================================ +Target: +value]) + +Prediction: +target]) + +================================================================================ +Example 1748 +================================================================================ +Target: + hw_mods = await hw.discover_modules() + +Prediction: + return await await request.execute_module_command_v2( + +================================================================================ +Example 1749 +================================================================================ +Target: + raise UndispatchedTextError("CapitainsCtsText not dispatched %s" % collection.id) + +Prediction: + return self.collection.children[inventory] + +================================================================================ +Example 1750 +================================================================================ +Target: + self._decref_dependencies_recursive(parent, refcounts, garbage) + +Prediction: + parent = None + +================================================================================ +Example 1751 +================================================================================ +Target: + %s' % libtype) + +Prediction: + %s' % libtype) + +================================================================================ +Example 1752 +================================================================================ +Target: + name_key.text = kwargs.pop('name') + +Prediction: + name_key.text = kwargs.pop('name') + +================================================================================ +Example 1753 +================================================================================ +Target: + self._faces = None + +Prediction: + return + +================================================================================ +Example 1754 +================================================================================ +Target: + self.setCursorPosition(*pos) + +Prediction: + return undoObj + +================================================================================ +Example 1755 +================================================================================ +Target: + setattr(self, key, value) + +Prediction: + self.settings[key] = value + +================================================================================ +Example 1756 +================================================================================ +Target: + except KeyError: + +Prediction: + except KeyError: + +================================================================================ +Example 1757 +================================================================================ +Target: += [(x, outdir, timecols, magcols, errcols, mindet, + +Prediction: += [] + +================================================================================ +Example 1758 +================================================================================ +Target: + dummy.num = dummynum(self.app.character, dummy.prefix) + 1 + +Prediction: + if dummy == self.dummything: + +================================================================================ +Example 1759 +================================================================================ +Target: + flask.flash(flash_message or 'Please login for access.') + +Prediction: + flask.flash(flash_message or 'You are not permitted to "%s" to reset this resource' % permission + +================================================================================ +Example 1760 +================================================================================ +Target: +auth_class, base_class) for auth_class in iter_classes, + +Prediction: +base_class, self.__class__)._includes_base_class(iter_class, base_class) + +================================================================================ +Example 1761 +================================================================================ +Target: +r in range(1, max_r+1): + +Prediction: +i in range(xq): + +================================================================================ +Example 1762 +================================================================================ +Target: +self.prog, + +Prediction: +namespace + +================================================================================ +Example 1763 +================================================================================ +Target: +bits_per_pixel, baseinteger): + +Prediction: +_callables, (list, tuple)): + +================================================================================ +Example 1764 +================================================================================ +Target: + return start_daemon + +Prediction: + except Exception: + +================================================================================ +Example 1765 +================================================================================ +Target: + tree_iter) + +Prediction: + tree_iter) + +================================================================================ +Example 1766 +================================================================================ +Target: + return span + +Prediction: + return self.__start + span + +================================================================================ +Example 1767 +================================================================================ +Target: + frames = [frame] + +Prediction: + frames = [f for f in frame_iter] + +================================================================================ +Example 1768 +================================================================================ +Target: +urn + +Prediction: +hex + +================================================================================ +Example 1769 +================================================================================ +Target: + records_string + ")" + +Prediction: + records_string + ")" + +================================================================================ +Example 1770 +================================================================================ +Target: +debug(err) + +Prediction: +exception(err) + +================================================================================ +Example 1771 +================================================================================ +Target: +is_scalar(x): + +Prediction: +test(f): + +================================================================================ +Example 1772 +================================================================================ +Target: + filecolumn = " " * (py_len + 1) + +Prediction: + filecolumn = " " + s.split("\n", 1) + ("." * (py_len - len(si.filename))) + +================================================================================ +Example 1773 +================================================================================ +Target: +%(errmsg)r") + +Prediction: +%(errmsg)s") + +================================================================================ +Example 1774 +================================================================================ +Target: + display) + +Prediction: + hist, write_format, indent) + +================================================================================ +Example 1775 +================================================================================ +Target: + PublicIp=eip_or_aid) + +Prediction: + disassociate=disassociate) + +================================================================================ +Example 1776 +================================================================================ +Target: + metadata + +Prediction: + original_metadata, metadata + +================================================================================ +Example 1777 +================================================================================ +Target: + return json.loads(response.data.decode('utf-8')) + +Prediction: + return response.json()['authority'] + +================================================================================ +Example 1778 +================================================================================ +Target: +'' + +Prediction: +'' + +================================================================================ +Example 1779 +================================================================================ +Target: + raise ApiException(r) + +Prediction: + raise Exception("Error %s while getting request %s" % (r.status_code, url)) + +================================================================================ +Example 1780 +================================================================================ +Target: +xml + +Prediction: +xparent is None + +================================================================================ +Example 1781 +================================================================================ +Target: + args=(child_conn,), daemon=True) + +Prediction: + kwargs={'function': self.__pipe, + +================================================================================ +Example 1782 +================================================================================ +Target: + else: + +Prediction: + node = node.relationships + +================================================================================ +Example 1783 +================================================================================ +Target: + return result + +Prediction: + return result + +================================================================================ +Example 1784 +================================================================================ +Target: + del self._teardown_callbacks + +Prediction: + if exceptions: + +================================================================================ +Example 1785 +================================================================================ +Target: + V = np.multiply.outer(scale, dim_map) + +Prediction: + scale = np.asarray([[-1., 1., -1., 1.], + +================================================================================ +Example 1786 +================================================================================ +Target: + return r.json() + +Prediction: + return r.json() + +================================================================================ +Example 1787 +================================================================================ +Target: + if self.bucket != None: + +Prediction: + if replace: + +================================================================================ +Example 1788 +================================================================================ +Target: +close() + +Prediction: +close() + +================================================================================ +Example 1789 +================================================================================ +Target: +and \ + +Prediction: +and \ + +================================================================================ +Example 1790 +================================================================================ +Target: +req == 'add': + +Prediction: +req in ('read', 'inplace'): + +================================================================================ +Example 1791 +================================================================================ +Target: +ws.close() + +Prediction: +await await await await await await await await await await + +================================================================================ +Example 1792 +================================================================================ +Target: + msg_plain = render_to_string('digest/email.txt', {'digest': digest, 'subject': subject}) + +Prediction: + for user in users: + +================================================================================ +Example 1793 +================================================================================ +Target: + c = y1 - m * x1 + +Prediction: + pcost_model = p * m + +================================================================================ +Example 1794 +================================================================================ +Target: +%m-%d-%H-%M') + +Prediction: +%m-%dT%H:%M:%SZ') + +================================================================================ +Example 1795 +================================================================================ +Target: + result.extend(rest) + +Prediction: + result.append(self._caster[dtype](rest)) + +================================================================================ +Example 1796 +================================================================================ +Target: + self.analysis_vm.attach_disk(new_disk) + +Prediction: + new_disk.next() + +================================================================================ +Example 1797 +================================================================================ +Target: +kwargs) # noqa: E501 + +Prediction: +kwargs) # noqa: E501 + +================================================================================ +Example 1798 +================================================================================ +Target: +AttributeError: + +Prediction: +AttributeError: + +================================================================================ +Example 1799 +================================================================================ +Target: +*kwargs) + +Prediction: +*kwargs) + +================================================================================ +Example 1800 +================================================================================ +Target: + self.accu_time += self.call_time + +Prediction: + return self.status + +================================================================================ +Example 1801 +================================================================================ +Target: + key = self._generate_key(options['encryption_passphrase_id'], + +Prediction: + key = encryption_algorithm.encrypt(data, options[key_salt)) + +================================================================================ +Example 1802 +================================================================================ +Target: +*color) + +Prediction: +*color) + +================================================================================ +Example 1803 +================================================================================ +Target: + output = self.read_until_pattern(pattern=pattern) + +Prediction: + output = self._read_channel_timing(channel="TS") + +================================================================================ +Example 1804 +================================================================================ +Target: + if channel_ids is None: + +Prediction: + return snippet_len_before + snippet_len_after + 1 + +================================================================================ +Example 1805 +================================================================================ +Target: + response = self.request('midas.thumbnailcreator.create.big.thumbnail', + +Prediction: + parameters['height'] = height + +================================================================================ +Example 1806 +================================================================================ +Target: + return default_offset + +Prediction: + return offset + +================================================================================ +Example 1807 +================================================================================ +Target: + else: + +Prediction: + self.sigs[signame].print_stop = True + +================================================================================ +Example 1808 +================================================================================ +Target: + mfd_width, + +Prediction: + mfd_width, area_discretisation, + +================================================================================ +Example 1809 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1810 +================================================================================ +Target: +'f4' + +Prediction: +'f32' + +================================================================================ +Example 1811 +================================================================================ +Target: +'bbox'] + +Prediction: +'bbox'] + +================================================================================ +Example 1812 +================================================================================ +Target: + cfgname = groupdict['cfgname'] + +Prediction: + name = groupdict('(%s)[0] + +================================================================================ +Example 1813 +================================================================================ +Target: +== 1: + +Prediction: +> 0: + +================================================================================ +Example 1814 +================================================================================ +Target: +FORWARD_OUT) + +Prediction: +FORWARD_IN) + +================================================================================ +Example 1815 +================================================================================ +Target: + self.log('%d files were updated by timestamp.' % self._numupdates) + +Prediction: + self.log('%d directories were updated.' % self._numupdates) + +================================================================================ +Example 1816 +================================================================================ +Target: +None: attr__o = None + +Prediction: +None: + +================================================================================ +Example 1817 +================================================================================ +Target: + for ts in new_tstructs: + +Prediction: + return new_tstructs + +================================================================================ +Example 1818 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1819 +================================================================================ +Target: + publish_data = { + +Prediction: + if data is not None: + +================================================================================ +Example 1820 +================================================================================ +Target: + from rqalpha.utils.config import get_mod_conf + +Prediction: + from sys import stat + +================================================================================ +Example 1821 +================================================================================ +Target: +dict( + +Prediction: +o + +================================================================================ +Example 1822 +================================================================================ +Target: +"Instances"][0]["PrivateIpAddress"] + +Prediction: +"Reservation"]["IpAddress"] + +================================================================================ +Example 1823 +================================================================================ +Target: +StandardError: + +Prediction: +StandardError: + +================================================================================ +Example 1824 +================================================================================ +Target: +cfg_file) + +Prediction: +cfg_file) + +================================================================================ +Example 1825 +================================================================================ +Target: + }) + +Prediction: + }) + +================================================================================ +Example 1826 +================================================================================ +Target: + show = member.can_view_eighth + +Prediction: + hidden_members.append(member.members[member.index]) + +================================================================================ +Example 1827 +================================================================================ +Target: += sorted("{}: {}".format(k, langs[k]) for k in langs) + +Prediction: += tts_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_langs_lang + +================================================================================ +Example 1828 +================================================================================ +Target: + self._participant_identifier(), count) + +Prediction: + count) + +================================================================================ +Example 1829 +================================================================================ +Target: +df[col].unique()) + +Prediction: +df[col].unique()) + +================================================================================ +Example 1830 +================================================================================ +Target: + select = False; # already selected + +Prediction: + else: + +================================================================================ +Example 1831 +================================================================================ +Target: +== 'nfs': + +Prediction: +is None: + +================================================================================ +Example 1832 +================================================================================ +Target: += set() + +Prediction: += self.step_method_dict[self.step_method_dict[s]] + +================================================================================ +Example 1833 +================================================================================ +Target: +var) + +Prediction: +var) + +================================================================================ +Example 1834 +================================================================================ +Target: + registration_resp, registration_req) + +Prediction: + registration_resp, registration_req) + +================================================================================ +Example 1835 +================================================================================ +Target: +) ^ src.read()) + +Prediction: +0)) + +================================================================================ +Example 1836 +================================================================================ +Target: += True + +Prediction: += True + +================================================================================ +Example 1837 +================================================================================ +Target: +realms) + +Prediction: +request.realms) + +================================================================================ +Example 1838 +================================================================================ +Target: + return iter([]) + +Prediction: + return None + +================================================================================ +Example 1839 +================================================================================ +Target: + plt.axis([0, bounds[1], 0, 1]) + +Prediction: + bounds[1][0] = -0.5 + +================================================================================ +Example 1840 +================================================================================ +Target: +(count, word) in items[:n]: + +Prediction: +i, w in enumerate(items): + +================================================================================ +Example 1841 +================================================================================ +Target: +relpath(op.join(root, f), path) + +Prediction: +join(root, f) + +================================================================================ +Example 1842 +================================================================================ +Target: +permissions + +Prediction: +permissions.get(permissions) + +================================================================================ +Example 1843 +================================================================================ +Target: +urlunsplit((scheme, netloc, path, query, fragment)) + +Prediction: +urljoin(request.url, urljoin(scheme, netloc, path), query) + +================================================================================ +Example 1844 +================================================================================ +Target: += 'string': + +Prediction: += 'redis': + +================================================================================ +Example 1845 +================================================================================ +Target: + if checkpoints.get("ensemble"): + +Prediction: + ["genome_resources", "variation", "exclude"], + +================================================================================ +Example 1846 +================================================================================ +Target: + return d + +Prediction: + if self.self_type: + +================================================================================ +Example 1847 +================================================================================ +Target: + '/usr/local/bin', + +Prediction: + ] + +================================================================================ +Example 1848 +================================================================================ +Target: + raise CommandException('IOError: %s' % (e, )) + +Prediction: + sys.stderr.write('Error: %s\n' % e) + +================================================================================ +Example 1849 +================================================================================ +Target: + "Multiple instances with same path {0!A}", + +Prediction: + " Delete instance {0!A", instance_repo[i]) + +================================================================================ +Example 1850 +================================================================================ +Target: +values() + +Prediction: +values() + +================================================================================ +Example 1851 +================================================================================ +Target: + version = __get_version_skesa()["version"] + +Prediction: + if clear: + +================================================================================ +Example 1852 +================================================================================ +Target: + return None if x is None else [_to_instance(x)] + +Prediction: + else: + +================================================================================ +Example 1853 +================================================================================ +Target: + assert np.all(arr <= M) + +Prediction: + assert np.all(arr <= m) + +================================================================================ +Example 1854 +================================================================================ +Target: +in removed_files: + +Prediction: +in removed_files: + +================================================================================ +Example 1855 +================================================================================ +Target: + fh.close() + +Prediction: + fh.close() + +================================================================================ +Example 1856 +================================================================================ +Target: +1): + +Prediction: +1): + +================================================================================ +Example 1857 +================================================================================ +Target: + setter) + +Prediction: + schema) + +================================================================================ +Example 1858 +================================================================================ +Target: + entity_kind_name, + +Prediction: + key_ranges, + +================================================================================ +Example 1859 +================================================================================ +Target: +append(__ll) + +Prediction: +append(__ll) + +================================================================================ +Example 1860 +================================================================================ +Target: + return e + +Prediction: + return e + +================================================================================ +Example 1861 +================================================================================ +Target: +NewID + +Prediction: +NewID + +================================================================================ +Example 1862 +================================================================================ +Target: +dups + +Prediction: +dups + +================================================================================ +Example 1863 +================================================================================ +Target: +0): + +Prediction: +None, + +================================================================================ +Example 1864 +================================================================================ +Target: + events["onsets"].append(index) + +Prediction: + index += 1 + +================================================================================ +Example 1865 +================================================================================ +Target: +DB_FILE)) + +Prediction: +_localDBFile)) + +================================================================================ +Example 1866 +================================================================================ +Target: += "%s/%s" %(destination, subfolder) + +Prediction: += get_tmpdir(destination) + +================================================================================ +Example 1867 +================================================================================ +Target: +self._client._connection.api_request, + +Prediction: +path, + +================================================================================ +Example 1868 +================================================================================ +Target: + if kdf is None: + +Prediction: + iterations = iterations + +================================================================================ +Example 1869 +================================================================================ +Target: + self._var_sum.assign(tf.zeros_like(self._var_sum))) + +Prediction: + self._std.assign(tf.ones_like(self._std)), + +================================================================================ +Example 1870 +================================================================================ +Target: + return xaxis, yaxis + +Prediction: + else: + +================================================================================ +Example 1871 +================================================================================ +Target: +default + +Prediction: +default + +================================================================================ +Example 1872 +================================================================================ +Target: +_parallel) + +Prediction: +_output) + +================================================================================ +Example 1873 +================================================================================ +Target: + roundCap=roundCap, morph=morph, closePath=closePath) + +Prediction: + closePath=closePath, roundCap=roundCap, overlay=overlay) + +================================================================================ +Example 1874 +================================================================================ +Target: + (data) = self.charts_slug_pollster_trendlines_tsv_get_with_http_info(slug, **kwargs) + +Prediction: + (data) = self.charts_slug_pollster_trendlines_tsv_get_with_http_info(slug, **kwargs) + +================================================================================ +Example 1875 +================================================================================ +Target: +_track_changes() + +Prediction: +__attendees.append(attendees) + +================================================================================ +Example 1876 +================================================================================ +Target: + subprocess.Popen([conf.prog.pdfreader, fname+".pdf"]) + +Prediction: + return filename + +================================================================================ +Example 1877 +================================================================================ +Target: + for line in comment.split('\n'): + +Prediction: + for i in range(len(frame)): + +================================================================================ +Example 1878 +================================================================================ +Target: + return output + +Prediction: + return output + +================================================================================ +Example 1879 +================================================================================ +Target: +KeyError: + +Prediction: +ValueError: + +================================================================================ +Example 1880 +================================================================================ +Target: + return None + +Prediction: + return None + +================================================================================ +Example 1881 +================================================================================ +Target: + table = self._connections + +Prediction: + table = self._int_connections[key] + +================================================================================ +Example 1882 +================================================================================ +Target: += perceval.archive.ArchiveManager(archive_path) + +Prediction: += archive_manager + +================================================================================ +Example 1883 +================================================================================ +Target: + if n_prev > end_sample: + +Prediction: + if n_samples > end_sample: + +================================================================================ +Example 1884 +================================================================================ +Target: + self.current_branch, max_count=max_revisions + +Prediction: + for file in self.repo.iter_commits(): + +================================================================================ +Example 1885 +================================================================================ +Target: +uinteger) + +Prediction: +uinteger) + +================================================================================ +Example 1886 +================================================================================ +Target: + 0, # target_component + +Prediction: + self.settings.target_component, + +================================================================================ +Example 1887 +================================================================================ +Target: += 'O': + +Prediction: += 'O': + +================================================================================ +Example 1888 +================================================================================ +Target: + 'auth_ipaddress': kwargs.pop('auth_ipaddress', ''), + +Prediction: + 'internet_auth_service_enabled': kwargs.pop('auth_protocol')} + +================================================================================ +Example 1889 +================================================================================ +Target: + state = 'caption' + +Prediction: + else: + +================================================================================ +Example 1890 +================================================================================ +Target: + apk_add_version = True + +Prediction: + + +================================================================================ +Example 1891 +================================================================================ +Target: +KeyError: + +Prediction: +KeyError: + +================================================================================ +Example 1892 +================================================================================ +Target: +license) + +Prediction: +license) + +================================================================================ +Example 1893 +================================================================================ +Target: + "name" : workspace + +Prediction: + "name" : new_namespace, + +================================================================================ +Example 1894 +================================================================================ +Target: + name, param.validated_value + +Prediction: + for value in param.many: + +================================================================================ +Example 1895 +================================================================================ +Target: + response.get('pid', None) != + +Prediction: + response.get('status', None) != self.diagnostic_request['status']): + +================================================================================ +Example 1896 +================================================================================ +Target: + sis = copy.copy(mom) + +Prediction: + for i in range(num_crossover_points): + +================================================================================ +Example 1897 +================================================================================ +Target: + }) + +Prediction: + }) + +================================================================================ +Example 1898 +================================================================================ +Target: + continue + +Prediction: + continue + +================================================================================ +Example 1899 +================================================================================ +Target: + continue + +Prediction: + else: + +================================================================================ +Example 1900 +================================================================================ +Target: + self.selection_history_indices[name] += 1 + +Prediction: + if next: + +================================================================================ +Example 1901 +================================================================================ +Target: +_createEmptyJobGraphForJob(jobStore=jobStore, predecessorNumber=0) + +Prediction: +_createJobGraph(job) + +================================================================================ +Example 1902 +================================================================================ +Target: + ) + +Prediction: + data_start_start=self._info['data_start_start'], + +================================================================================ +Example 1903 +================================================================================ +Target: + "cstime": random.randint(0, 999999999), + +Prediction: + "bitoffset": random.randint(0, 999999999), + +================================================================================ +Example 1904 +================================================================================ +Target: + self._id = None + +Prediction: + self._forum = None + +================================================================================ +Example 1905 +================================================================================ +Target: + self.heating_rate['Ts'] = np.array(-self.LW_flux_net[..., -1, np.newaxis]) + 0.*self.Ts + +Prediction: + self.LW_flux_diagnostics = LWheating_Wm2 + LWheating_clr_Wm2 + +================================================================================ +Example 1906 +================================================================================ +Target: + if text.startswith(prefix): + +Prediction: + text = text.split(' ', 1) + +================================================================================ +Example 1907 +================================================================================ +Target: + ), + +Prediction: + ) + +================================================================================ +Example 1908 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1909 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1910 +================================================================================ +Target: +*dump_kwargs) + +Prediction: +*kwargs) + +================================================================================ +Example 1911 +================================================================================ +Target: +most_pop['country_code3'] + +Prediction: +most_pop + +================================================================================ +Example 1912 +================================================================================ +Target: +response_object + +Prediction: +response_object + +================================================================================ +Example 1913 +================================================================================ +Target: + out = np.ndarray(args[0].shape) + +Prediction: + n = 0 + +================================================================================ +Example 1914 +================================================================================ +Target: + return result + +Prediction: + return result + +================================================================================ +Example 1915 +================================================================================ +Target: + logger.info("Adapter is set up in config file, but trim_reads is not true." + +Prediction: + else: + +================================================================================ +Example 1916 +================================================================================ +Target: + _LoadAuditEvents( + +Prediction: + [ + +================================================================================ +Example 1917 +================================================================================ +Target: + return 80 + +Prediction: + if has_pygtk: + +================================================================================ +Example 1918 +================================================================================ +Target: +energies) + +Prediction: +energies) + +================================================================================ +Example 1919 +================================================================================ +Target: +self.valueparse.decode(res.result)) + +Prediction: +) + +================================================================================ +Example 1920 +================================================================================ +Target: + return True + +Prediction: + return False + +================================================================================ +Example 1921 +================================================================================ +Target: +pwd_dir_path, dump_file_name + +Prediction: +dump_file_name + +================================================================================ +Example 1922 +================================================================================ +Target: +not None: + +Prediction: +not None: + +================================================================================ +Example 1923 +================================================================================ +Target: + if fqdn: + +Prediction: + return Hostname(fqdn, hostname, domain) + +================================================================================ +Example 1924 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1925 +================================================================================ +Target: + -1: + +Prediction: + -1: + +================================================================================ +Example 1926 +================================================================================ +Target: + return template.render(results) + +Prediction: + return results + +================================================================================ +Example 1927 +================================================================================ +Target: + addresses=[addy.address], + +Prediction: + addy, + +================================================================================ +Example 1928 +================================================================================ +Target: + try: + +Prediction: + self._identified = identified + +================================================================================ +Example 1929 +================================================================================ +Target: + while data not in ('Y', 'J', 'N', '1', '0'): + +Prediction: + if show_hint == True: + +================================================================================ +Example 1930 +================================================================================ +Target: + xml) + +Prediction: + xml) + +================================================================================ +Example 1931 +================================================================================ +Target: + return model_admin.changelist_view(request) + +Prediction: + model_admin.save() + +================================================================================ +Example 1932 +================================================================================ +Target: +not in ['ExternalCommand']: + +Prediction: +is None: + +================================================================================ +Example 1933 +================================================================================ +Target: +re.match(CALC_REGEX, f) + +Prediction: +os.path.join(datadir, f) + +================================================================================ +Example 1934 +================================================================================ +Target: + event['stm'].id, + +Prediction: + event['type'], event['args'], + +================================================================================ +Example 1935 +================================================================================ +Target: + return len(uris) + +Prediction: + return self + +================================================================================ +Example 1936 +================================================================================ +Target: + elif urlDir: + +Prediction: + return urlDir + +================================================================================ +Example 1937 +================================================================================ +Target: +event_handlers: + +Prediction: +attributes: + +================================================================================ +Example 1938 +================================================================================ +Target: +obj + +Prediction: +obj + +================================================================================ +Example 1939 +================================================================================ +Target: + if verbose: + +Prediction: + return name + +================================================================================ +Example 1940 +================================================================================ +Target: +format(l)) + +Prediction: +format(l)) + +================================================================================ +Example 1941 +================================================================================ +Target: +d apache2 disable') + +Prediction: +d service disable') + +================================================================================ +Example 1942 +================================================================================ +Target: + except: + +Prediction: + return resp.json() + +================================================================================ +Example 1943 +================================================================================ +Target: + raise TerminateState(f'Process exited correctly. Code: {error_code}') + +Prediction: + self.running.pop(procid) == None + +================================================================================ +Example 1944 +================================================================================ +Target: + outside, diff + +Prediction: + outside + +================================================================================ +Example 1945 +================================================================================ +Target: + raise ValueError("Unknown pypcap network interface %r" % pcap_name) + +Prediction: + return False + +================================================================================ +Example 1946 +================================================================================ +Target: + or isinstance(apdu, ErrorPDU) \ + +Prediction: + or isinstance(apdu, ComplexAckPDU): + +================================================================================ +Example 1947 +================================================================================ +Target: +SPDXValueError: + +Prediction: +Exception: + +================================================================================ +Example 1948 +================================================================================ +Target: + return messages + +Prediction: + return messages + +================================================================================ +Example 1949 +================================================================================ +Target: + new_location + +Prediction: + self._tag_location + +================================================================================ +Example 1950 +================================================================================ +Target: + if n > index: index = 1 + +Prediction: + index += n + +================================================================================ +Example 1951 +================================================================================ +Target: +or 1x3 ndarray') + +Prediction: +or ' + +================================================================================ +Example 1952 +================================================================================ +Target: +results + +Prediction: +results + +================================================================================ +Example 1953 +================================================================================ +Target: + getFirstElementCustomFilter(filterFunc, child) + +Prediction: + child.getFirstElementCustomFilter(child) + +================================================================================ +Example 1954 +================================================================================ +Target: + if not dep[1] in relations: + +Prediction: + if dep.is_intersection(relations): + +================================================================================ +Example 1955 +================================================================================ +Target: +is not None: + +Prediction: +is not None: + +================================================================================ +Example 1956 +================================================================================ +Target: +get_logs_handler(handle_job_info=True, + +Prediction: +get_logs_handler(handle_job_info, + +================================================================================ +Example 1957 +================================================================================ +Target: + raise + +Prediction: + raise NotFoundError("No attributes found with key %s" % key) + +================================================================================ +Example 1958 +================================================================================ +Target: +False + +Prediction: +folia.Feature, set=rawfeature + +================================================================================ +Example 1959 +================================================================================ +Target: + if (self.type == 'Output'): + +Prediction: + print(" + +================================================================================ +Example 1960 +================================================================================ +Target: +" in parsed.netloc: + +Prediction: +//" not in parsed: + +================================================================================ +Example 1961 +================================================================================ +Target: +repeat('', self.state_size)) + +Prediction: +repeat('', self.state_size), + +================================================================================ +Example 1962 +================================================================================ +Target: +False + +Prediction: +None + +================================================================================ +Example 1963 +================================================================================ +Target: + crud_valid=False, + +Prediction: + crud_id=None, + +================================================================================ +Example 1964 +================================================================================ +Target: +# noqa: E501 + +Prediction: +# noqa: E501 + +================================================================================ +Example 1965 +================================================================================ +Target: + count += 1 + +Prediction: + return count + +================================================================================ +Example 1966 +================================================================================ +Target: + file_path = "%s.%d.%d" % ( + +Prediction: + return total_size + +================================================================================ +Example 1967 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1968 +================================================================================ +Target: + eta = ' '.join(eta.split(' ')[:2]) # Only show up to two units (h and m, no s for example). + +Prediction: + raise ValueError('string must contain one character') + +================================================================================ +Example 1969 +================================================================================ +Target: + 6: + +Prediction: + 6 \ + +================================================================================ +Example 1970 +================================================================================ +Target: +X_feat[train] + +Prediction: +train[:, fold] + +================================================================================ +Example 1971 +================================================================================ +Target: + return [] + +Prediction: + return None + +================================================================================ +Example 1972 +================================================================================ +Target: += False + +Prediction: += 'Failed' + +================================================================================ +Example 1973 +================================================================================ +Target: +projection(a): # noqa + +Prediction: +return_a(): + +================================================================================ +Example 1974 +================================================================================ +Target: + raise ValueError('Unknown sample type: %d', self.sample_type) + +Prediction: + return self.size * self.channels + +================================================================================ +Example 1975 +================================================================================ +Target: + htree[n] = p + +Prediction: + v = p.get('value') + +================================================================================ +Example 1976 +================================================================================ +Target: +False + +Prediction: +False + +================================================================================ +Example 1977 +================================================================================ +Target: +choices + +Prediction: +Sequence + +================================================================================ +Example 1978 +================================================================================ +Target: +value) + +Prediction: +value) + +================================================================================ +Example 1979 +================================================================================ +Target: +None} + +Prediction: +base_dir, + +================================================================================ +Example 1980 +================================================================================ +Target: + except (TypeError, ValueError): + +Prediction: + except (TypeError, ValueError): + +================================================================================ +Example 1981 +================================================================================ +Target: + osr_SpatialReference() + +Prediction: + ds.GetScale() + +================================================================================ +Example 1982 +================================================================================ +Target: + if res.status_code == 201: + +Prediction: + return res + +================================================================================ +Example 1983 +================================================================================ +Target: + pass + +Prediction: + break + +================================================================================ +Example 1984 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1985 +================================================================================ +Target: +parts) + +Prediction: +parts, **parts) + +================================================================================ +Example 1986 +================================================================================ +Target: + if stride_trick: + +Prediction: + frame = numpy.random.permutation(slen, padsignal=padsignal) + +================================================================================ +Example 1987 +================================================================================ +Target: +add_message(request, messages.ERROR, MESSAGES['THREAD_ERROR']) + +Prediction: +success(request, reason="Thread saved") + +================================================================================ +Example 1988 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1989 +================================================================================ +Target: +rc + +Prediction: +rc + +================================================================================ +Example 1990 +================================================================================ +Target: +sum1 + +Prediction: +sum1 + +================================================================================ +Example 1991 +================================================================================ +Target: + return False + +Prediction: + return False + +================================================================================ +Example 1992 +================================================================================ +Target: + return self._deserialize('TaskAgent', response) + +Prediction: + return self._deserialize('Agent', response) + +================================================================================ +Example 1993 +================================================================================ +Target: +request, '_session_identity', identity) + +Prediction: +self, request, identity) + +================================================================================ +Example 1994 +================================================================================ +Target: + else: + +Prediction: + else: + +================================================================================ +Example 1995 +================================================================================ +Target: + ) + +Prediction: + ) + +================================================================================ +Example 1996 +================================================================================ +Target: +'static','media','wsgi','webconf']: + +Prediction: +'services']: + +================================================================================ +Example 1997 +================================================================================ +Target: + self._clock_divisor = clock_divisor + +Prediction: + self._clock_divisor = clock_divisor + +================================================================================ +Example 1998 +================================================================================ +Target: +read_input_registers + +Prediction: +read_input_registers + +================================================================================ +Example 1999 +================================================================================ +Target: + return dotdot + +Prediction: + return dotdot + +================================================================================ +Example 2000 +================================================================================ +Target: +'timezone') + +Prediction: +'timezone') + diff --git a/routing_rerun/N_6.0/eval_results/predictions_pretrained.txt b/routing_rerun/N_6.0/eval_results/predictions_pretrained.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9fa132c78f980aa8c326d7cc22208fd22dd08e --- /dev/null +++ b/routing_rerun/N_6.0/eval_results/predictions_pretrained.txt @@ -0,0 +1,34444 @@ +================================================================================ +Example 1 +================================================================================ +Target: + pcpid = h.get_pid(pcpid) + +Prediction: + response = h.get_distinct_values(pcpid, dvcqid) + return response.json() + except Exception as e: + logger.error('Error getting distinct values for %s: %s', sparql_endpoint_url, e) + return {} + + +def get_disti + +================================================================================ +Example 2 +================================================================================ +Target: + return is_suicide or is_check_by_dropping_pawn + +Prediction: + + return is_suicide, is_check_by_dropping_pawn + + +class Suicide(object): + + def __init__(self, move): + self.move = move + + def was_suicide(self): + return self.move.suicide_or_check_by_dropping_pawn(self.move) + + def was_check_by_d + +================================================================================ +Example 3 +================================================================================ +Target: +self))) + +Prediction: +self))) + +class NameScopeItem(object): + def __init__(self, level): + self.level = level + self.name = None + self.items = [] + + def append(self, item): + self.items.append(item) + + def pop(self): + self.items.pop() + + + +================================================================================ +Example 4 +================================================================================ +Target: + if content == '': + +Prediction: + if content == '': + content = self._get_content(data, 'summary') + + if content == '': + content = self._get_content(data, 'summary_detail') + + if content == '': + content = self._get_content(data, 'summary' + +================================================================================ +Example 5 +================================================================================ +Target: +1 == 0 for i in vals if i]): + +Prediction: +1 == 0 for i in vals]): + vals = [int(str(i)) for i in vals] + except ValueError: + pass + + # convert strings to ints for prettier printing unless all strings + # raise exception and skip if there are true strings + +================================================================================ +Example 6 +================================================================================ +Target: + else: + +Prediction: + else: + os.environ.pop(key, None) + + def getenv(key): + return os.environ.get(key, None) + + def setenv_file(filename): + setenv('__FILE__', filename) + + def getenv_file(): + return getenv('__FILE__') + + def setenv_string(key, val): + setenv + +================================================================================ +Example 7 +================================================================================ +Target: + return json.dumps(convert_to_dict(obj), **kwargs) + +Prediction: + return json.dumps(obj, **kwargs) + + +def json_loads(string, + +================================================================================ +Example 8 +================================================================================ +Target: +module, CONFIGS_MODULE_ATTR) + +Prediction: +module, 'configurations', None) + if confs is None: + raise ValueError('Configuration not found in %s' % self.fpath) + self._confs = confs + return confs + + def get_config(self, name): + """ + Retur + +================================================================================ +Example 9 +================================================================================ +Target: +_scope_stack = [] + +Prediction: +sensor_graph.compile(allocator) + + self.sensor_graph.set_sensor_type(self.sensor_graph.sensor_type) + + self.sensor_graph.set_sensor_type(self.sensor_graph.sensor_type) + + self.sensor_graph.set_sensor_type(self.sensor_graph.sensor_type) + + + +================================================================================ +Example 10 +================================================================================ +Target: +or \ + +Prediction: +or \ + int(os.environ.get('INFLUXDB_MAX_BUFFER_SIZE', _max_buffer_size)) + _sample_probability = sample_probability + _trigger_size = trigger_size or \ + int(os.environ.get('INFLUXDB_TRIGGER_SIZE', _trigger_size)) + + # Set the timeout int + +================================================================================ +Example 11 +================================================================================ +Target: + max_retries, + +Prediction: + retry_wait, + progress_callback, + timeout) + return + + # If file size is small, use parallel download + if file_size >= self.MAX_SINGLE_GET_SIZE: + _download_file_ + +================================================================================ +Example 12 +================================================================================ +Target: + params['until'] = until + +Prediction: + params['until'] = until + else: + raise errors.InvalidArgument( + 'until value should be datetime or positive int, ' + 'not {}'.format(type(until)) + ) + + if si + +================================================================================ +Example 13 +================================================================================ +Target: + mongodb_host['dbs']) + +Prediction: + mongodb_host['dbs']) + else: + mongodb_host['dbs'] = mongodb_defaults['dbs'] + + """Merge dbs list with that of the host_defaults section (if any)""" + if 'dbs' in mongodb_ + +================================================================================ +Example 14 +================================================================================ +Target: + return points + +Prediction: + return points + + +class Polygon(Base): + def __init__(self, points): + self.points = points + + def __repr__(self): + return 'Polygon(%s)' % self.points + + def __str__(self): + return 'Polygon(%s)' % self.points + + def __len_ + +================================================================================ +Example 15 +================================================================================ +Target: += False + +Prediction: += False + if use_size: + self._dimensions_cache = {} + self.storage.path(self.name) + self.storage.set_size(self.size) + self.storage.set_mode('r') + self.storage.set_alt(alt) + + +================================================================================ +Example 16 +================================================================================ +Target: + op = params.pop('op') + +Prediction: + options['op'] = params['op'] + if 'options' in params: + options['options'] = params['options'] + + return self.get('/search/' + index, options=options) + + +def search_all(self, index, query, **params): + if index is No + +================================================================================ +Example 17 +================================================================================ +Target: += re.split(r"\r\n|\r|\n", message) + +Prediction: += message.splitlines() + if lines: + return lines + + return [] + + +def check_message_list(message_list, **kwargs): + if kwargs.pop("allow_empty", False): + if not message_list or message_list.isspace(): + return [] + + lines = me + +================================================================================ +Example 18 +================================================================================ +Target: +hour = local.tm_hour + +Prediction: +hour = local.tm_hour + self.minute = local.tm_min + self.second = local.tm_sec + self.microsecond = local.tm_isdst + self._initialized = True + + def __repr__(self): + # type: () -> str + return '' % s + +================================================================================ +Example 19 +================================================================================ +Target: += value._state + +Prediction: += self.get_model_state(model_field) + if model_state is not None: + if model_state.cached: + if model_state.cached_foreign_keys is None: + model_state.cached_foreign_keys = {} + + +================================================================================ +Example 20 +================================================================================ +Target: + No data: queue is empty ") + +Prediction: + No data to process") + + # Convert the data to a string + data_str = str(data) + + # Convert the string to a number + data_num = int(data_str) + + # Convert the number to a string + data_str = str(data_num) + + # Convert the string to a number + + +================================================================================ +Example 21 +================================================================================ +Target: + (w, h) = image_shape(thumb) + +Prediction: + x = px - thumb.width / 2 + y = py - thumb.height / 2 + + # draw thumb in pixel coordinates + thumb.draw(img, (x,y)) + + # draw thumb in pixel coordinates + thumb.draw(img, (x+thumb.width, y+thumb.height)) + + # draw + +================================================================================ +Example 22 +================================================================================ +Target: +from DataCite", + +Prediction: +from DataCite") + + def sync_pid(self): + self.pid.sync_pid() + + def sync_pid_status(self): + self.pid.sync_pid_status() + + def sync_pid_status_status(self): + self.pid.sync_pid_status_status() + + def sync_pid_status_status_status( + +================================================================================ +Example 23 +================================================================================ +Target: + query_parameters=urlparse(data['next']).query, + +Prediction: + query_parameters=urlencode(data['next']) + ) + + if data['previous']: + previous_page = "{base_url}?{query_parameters}".format( + base_url=url, + query_parameters=urlencode(data['previous']) + ) + + retur + +================================================================================ +Example 24 +================================================================================ +Target: +wrapper + +Prediction: +wrapper + + +@auth_required +def auth_required_for_user(user): + return user.is_authenticated() + + +@auth_required +def auth_required_for_user_and_permission(user, permission): + return user.is_authenticated() and permission == 'access' + + +@auth_required +def a + +================================================================================ +Example 25 +================================================================================ +Target: +append(section) + +Prediction: +append(section) + return sections + +def unravel_sections_with_section_types(section_data): + sections = [] + for type, subsection_list in section_data.items(): + for section in subsection_list: + section['sectionTyp + +================================================================================ +Example 26 +================================================================================ +Target: +clear_trace_entities() + +Prediction: +clear_trace_entity() + return result + return wrapper + + +class AsyncContext(object): + """A context that can be used to control asynchronous operations. + + This class is used to control asynchronous operations in a single thread + wher + +================================================================================ +Example 27 +================================================================================ +Target: + 'of an addon.') + +Prediction: + 'of the project.') + return xml.find('module').text + + +def get_addon_module_path(addonxml_filename): + try: + xml = ET.parse(addonxml_filename).getroot() + except IOError: + sys.exit('Cannot find an addon.xml file in the c + +================================================================================ +Example 28 +================================================================================ +Target: + self.get_session.commit() + +Prediction: + self.save() + + def update_admin_perm_view_menu(self): + pvms = self.get_session.query(sqla_models.PermissionView).all() + pvms = [p for p in pvms if p.permission and p.view_menu] + + admin = self.find_role('Admin') + admin. + +================================================================================ +Example 29 +================================================================================ +Target: + for t, v in list(e['tags'].items()): + +Prediction: + way['tags'] = [{'id': tag} for tag in e['tags']] + else: + way['tags'] = [] + + if 'content' in e: + way['content'] = e['content'] + + return way + + +def process_way_extended(e): + way = {'id': e['id']} + + if 'tags' in + +================================================================================ +Example 30 +================================================================================ +Target: +level) + +Prediction: +level) + logger.propagate = False + logger.handlers = [] + logger.addHandler(logging.StreamHandler()) + logger.addHandler(logging.FileHandler(lconfig['file'])) + logger.addHandler(logging.StreamHandler()) + + +================================================================================ +Example 31 +================================================================================ +Target: += [part_symbolic(rho[i, j], s)] + +Prediction: += [rho[i]*rho[j] + rho[i]*rho[s] + rho[j]*rho[s]] + return rho_vect + +def define_rho_matrix(rho, Ne): + rho_matrix = [] + for mu in range(1, Ne**2): + i, j, s = IJ(mu, Ne) + i = i-1; j = j-1 + rho_matrix += [rho[i]*rho[j] + rho[i]*rh + +================================================================================ +Example 32 +================================================================================ +Target: += DRIZ_KEYWORDS.copy() + +Prediction: += {} + for key in pl.keywords: + if key in self.keywords: + drizdict[key] = pl.keywords[key] + + # Add the keyword prefix to the keyword list + hdr.addKeyword(_geom, _imgnum, drizdict) + + + +================================================================================ +Example 33 +================================================================================ +Target: + 1e-6, v, v) + +Prediction: + 1e-6, v, v) + dae.set_jac(Gy, 1e-6, v, v) + dae.set_jac(Gy, 1e-6, a, a) + dae.set_jac(Gy, 1e-6, v, v) + dae.set_jac(Gy, 1e-6, v, v) + dae.set_jac(Gy, 1e-6, a, a) + dae.set_jac(Gy, 1e-6, v, v) + + +================================================================================ +Example 34 +================================================================================ +Target: +echo('Deleting your vlan.') + +Prediction: +progress_bar('Deleting vlans') + return opers + + +def create(cls, resources, background=False): + if not isinstance(resources, (list, tuple)): + resources = [resources] + + opers = [] + for item in resources: + oper + +================================================================================ +Example 35 +================================================================================ +Target: +writeto(fitsname) + +Prediction: +write(full_name) + + # close ASCII trailer file now that we have processed all the lines + trl.close() + + # return file name and file size + return full_name, len(lines) + + +def main(): + # parse command line arguments + parser = argparse.Argument + +================================================================================ +Example 36 +================================================================================ +Target: + body += line + '\n' + +Prediction: + body += line + '\n' + continue + if not _is_header_line(line, in_header): + body += line + '\n' + continue + if not _is_header_line(line, in_header): + body += line + +================================================================================ +Example 37 +================================================================================ +Target: +input_dict + +Prediction: +input_dict + + +class Context(object): + """ + A context for a single input file. + + Attributes: + input_dict (dict): The input dictionary for this input file. + input_file (str): The input file name. + input_file_path (str): The path + +================================================================================ +Example 38 +================================================================================ +Target: +compare_fields]).all(): + +Prediction: +i]): + i = i + 1 + break + if i is None: + raise ValueError('No video config found for {}'.format( + data['video_config'][0])) + data['video_config'] = data['video_conf + +================================================================================ +Example 39 +================================================================================ +Target: +zipcontent + +Prediction: +root_in_zip + } + for subfolder in subfolders: + if subfolder not in subfolders: + subfolders[subfolder] = os.path.join(root_in_zip, subfolder) + + for filename in sorted(io.listdir()): + if filename i + +================================================================================ +Example 40 +================================================================================ +Target: +entry in string_list] + +Prediction: +entry in string_list] + return reaction_list + +def get_reactions(df): + reaction_list = [] + for idx, entry in enumerate(df['reactants']): + reaction = [] + for x in entry: + reaction.append(x) + reaction.append('-->') + + +================================================================================ +Example 41 +================================================================================ +Target: + formatted_print( + +Prediction: + return [ + { + "id": role["id"], + "name": role_list(role["id"])[0]["name"], + "type": role_list(role["id"])[0]["type"], + "principal": principal_str(role), + } + for role in roles + ] + + +def r + +================================================================================ +Example 42 +================================================================================ +Target: +"Your IPython version is older than " + +Prediction: +"IPython version 3.0.0 or later is required.") + return False + + # don't continue if IPython version is < 3.1 + if ipy_version < LooseVersion("3.1.0"): + ipython.write_err("IPython version 3.1.0 or later is required.") + return False + + +================================================================================ +Example 43 +================================================================================ +Target: +fig + +Prediction: +fig + + +def plot_thermodynamic_properties_structure(self, tmin, tmax, ntemp, ylim=None, **kwargs): + temperatures = np.linspace(tmin, tmax, ntemp) + + mol = "" if self.structure else "-c" + + fig = self._plot_thermo(self.dos.cv, temperatures, + +================================================================================ +Example 44 +================================================================================ +Target: + (data) = cls._list_all_payments_with_http_info(**kwargs) + +Prediction: + return cls._list_all_payments_with_http_info(**kwargs) + + def _list_all_payments_with_http_info(self, **kwargs): + return self._list_all_payments_with_http_info(**kwargs) + + def list_all_payments_with_http_info(self, **kwargs): + + +================================================================================ +Example 45 +================================================================================ +Target: + audit( + +Prediction: + if deleted: + self._storage.delete(key_name) + + return deleted + + def get(self, key_name): + self._assert_valid_stash() + + if key_name == 'stored_passphrase': + raise GhostError( + '`stored_pass + +================================================================================ +Example 46 +================================================================================ +Target: +lower() + +Prediction: +lower() + if content_type == 'text/html': + server_url = headers.get('X-Pingback-Server') + if not server_url: + continue + page = urlopen(server_ + +================================================================================ +Example 47 +================================================================================ +Target: +version: %s" % VERSION) + +Prediction: +version %s" % mrq_version) + sys.exit(0) + + if merged_config["log_handlers"]: + for log_handler in merged_config["log_handlers"]: + if log_handler not in log_handlers: + log_handlers.append(log_handler) + + if merged_ + +================================================================================ +Example 48 +================================================================================ +Target: + self.coregenomes.append(gene_name) + +Prediction: + self.coregenomes.append(gene_name) + return self.coregenomes + +def total_core_string(self): + corefile = os.path.join(self.reffilepath, self.analysistype, 'Escherichia', 'core_combined.fasta') + for record in SeqIO.parse(co + +================================================================================ +Example 49 +================================================================================ +Target: + return None if devices is None else devices.pop() + +Prediction: + if devices: + device = next(d for d in devices if d.is_visible) + if device: + cls._instances[cls._class_group].update({device.id: device}) + return device + else: + raise KeyE + +================================================================================ +Example 50 +================================================================================ +Target: + data=resource, + +Prediction: + resource=resource, + ) + return info + + def get_iam_policy(self, client=None): + client = self._require_client(client) + resource = policy.to_api_repr() + resource["resourceId"] = self.path + info = client. + +================================================================================ +Example 51 +================================================================================ +Target: +[]): + +Prediction: +[]): + mol.atom(prop[0]).mass = prop[1] + for prop in props.get("RAD", []): + mol.atom(prop[0]).multi = prop[1] + for prop in props.get("CHG", []): + mol.atom(prop[0]).charge = prop[1] + for prop in props.get("CHG", []): + mol + +================================================================================ +Example 52 +================================================================================ +Target: +in definition: + +Prediction: +in definition: + if key not in analysis: + analysis[key] = [] + analysis[key].append(definition[key]) + + return analysis + + +class Analyzer(object): + """ + Analyzer is a class that can be u + +================================================================================ +Example 53 +================================================================================ +Target: + else: + +Prediction: + else: + tf.logging.info("Loading variable from checkpoint: %s", var_name) + variable_map[var_name] = tf.contrib.framework.get_trainable_variable(var_name) + tf.contrib.framework.initialize_table(variable_map) + + tf.logging.info("Initialized mod + +================================================================================ +Example 54 +================================================================================ +Target: + return kwargs + +Prediction: + return kwargs + + +def alter_subprocess_kwargs_by_platform_windows(**kwargs): + kwargs.setdefault('close_fds', os.name == 'posix') + if os.name == 'nt': + CONSOLE_CREATION_FLAGS = 0 # Default value + # See: https://msdn.microsoft.c + +================================================================================ +Example 55 +================================================================================ +Target: + obs.turn_physical_off() + +Prediction: + X,Y,Z = coords.galcencyl_to_XYZ(\ + thiso[0,:],thiso[3,:]-nu.arctan2(obs[1],obs[0]),0., + Xsun=nu.sqrt(obs[0]**2.+obs[1]**2.)/ro, + Zsun=obs[2]/ro,_extra_rot=False).T + else: #plan + +================================================================================ +Example 56 +================================================================================ +Target: + (subcuri, subid) = re.split(r':', sub) + +Prediction: + curie_map = { + 'a': 'http://www.w3.org/2005/Atom', + 'rdf:type': 'http://www.w3.org/2005/Atom', + 'rdfs:subClassOf': 'http://www.w3.org/2001/XMLSchema#', + 'rdfs:comment': '', + 'rdfs:comment': '', + +================================================================================ +Example 57 +================================================================================ +Target: +which can result in ' + +Prediction: +mode.') + self._encode_errors = 'strict' + encoded_string = string.encode(self._preferred_encoding, + errors=self._encode_errors) + else: + raise + return encoded_string + + +def _EncodeBytes(self, + +================================================================================ +Example 58 +================================================================================ +Target: + iquery.query = str(self.resolve_option("query")) + +Prediction: + iquery.db_name = str(self.resolve_option("db_name")) + iquery.db_password = str(self.resolve_option("db_password")) + iquery.db_host = str(self.resolve_option("db_host")) + iquery.db_port = str(self.resolve_option("db_port")) + + +================================================================================ +Example 59 +================================================================================ +Target: + worker = Availabilities_worker(hdf5_file, '/aff_prop_group', + +Prediction: + pid = multiprocessing.Process(target=process_wrapper, args=(hdf5_file, N_columns, damping, N_processes, rows_sum)) + pid_list.append(pid) + pid.start() + + for pid in pid_list: + pid.join() + + availabilities = [] + fo + +================================================================================ +Example 60 +================================================================================ +Target: + else: + +Prediction: + else: + flags = file_dict.get(fname, FileFlags.no_flags) + if flags == FileFlags.no_flags: + continue + if flags == FileFlags.no_file: + continue + if creator is None: + + +================================================================================ +Example 61 +================================================================================ +Target: +DictType): + +Prediction: +Dict): + setThirdStateChecked(litem, ids, dpth + 1, key) + else: + setThirdStateChecked(litem, ids, dpth + 1, key) + elif isinstance(src, types.Dict): + if key in src: + setThirdStateChecked(src, ids, + +================================================================================ +Example 62 +================================================================================ +Target: + return Tag.objects.filter(name__in=[t.name for t in tags_entry_published]) + +Prediction: + tags_entry_published = tags_entry_published.filter( + Q(published__isnull=False) | Q(published__isnull=True)) + return tags_entry_published + + +def tags_published_by_entry(entry): + from tagging.models import Tag + tags_entry_published = Tag. + +================================================================================ +Example 63 +================================================================================ +Target: + return status + +Prediction: + return status + + return status + + +def _strip_version_suffix(version): + if version.startswith('v'): + version = version[2:] + return version + + +def _strip_os_code_name_suffix(version, os_code_name): + if version.startswith('v'): + + +================================================================================ +Example 64 +================================================================================ +Target: + mod_peer_cmd + +Prediction: + iapp_name + iapp_actions['definition']['actions'] = mod_peer_cmd + iapp_actions['definition']['actions_type'] = 'standard' + iapp_actions['definition']['actions_status'] = 'active' + iapp_actions['definition']['actions_status_type' + +================================================================================ +Example 65 +================================================================================ +Target: + params['%s.member.%d.%s.%s' % (label, i, k, kk)] = vv + +Prediction: + if kk == 'label': + if label is None: + label = vv + else: + label = label + ',' + vv + + +================================================================================ +Example 66 +================================================================================ +Target: + major.minor-stage + +Prediction: + major.minor.stage-stage + major.minor.stage-stage-stage + major.minor.stage-stage-stage-stage + + The final stage will be '' if the version is not significant. + + :param version: the version to parse + :return: the significant part of + +================================================================================ +Example 67 +================================================================================ +Target: + try: + +Prediction: + movie = Movie.objects.get(tmdb_id=tmdb_id) + redis_ro_conn.set(redis_key, movie) + return Response(movie) + + +@login_required +def get_movies(request): + """ + Get movies from the database. + """ + movies = Movie.objects.filter(tmd + +================================================================================ +Example 68 +================================================================================ +Target: + return False + +Prediction: + return False + + +def is_element_present_in_scope(driver, selector, by=By.CSS_SELECTOR): + try: + driver.find_element(by=by, value=selector) + return True + except Exception: + return False + + +def is_element_present_in_scope_in_se + +================================================================================ +Example 69 +================================================================================ +Target: + 2 + +Prediction: + 1, True + else: + # Decode the two-byte sequence 0xc0 0x80. + return '\u0000', 2, True + + # The two-byte sequence 0xc0 0x80 is not a valid match for a + # single-byte UTF-8 sequence. + return sup(inp + +================================================================================ +Example 70 +================================================================================ +Target: + registry, sys.stdin, deref=True) + +Prediction: + input(args.input_file), registry, args.n, args.start_time, + args.end_time, args.start_time_step, args.end_time_step, + args.start_time_step_step, args.end_time_step_step, + args.start_time_step_step_step, args.end + +================================================================================ +Example 71 +================================================================================ +Target: + raise + +Prediction: + raise e + + return hosts + + def get_inventory_from_cache(self): + return self.inventory + + def get_inventory_from_cache_from_hosts(self, hosts): + return self.inventory['_meta']['hostvars'] + + def get_inventory_from_cache + +================================================================================ +Example 72 +================================================================================ +Target: + if password: + +Prediction: + if password: + cmd.extend(['--password', password]) + return _run_choco(cmd) + + +def remove_source(name, username=None, password=None): + choc_path = _find_chocolatey(__context__, __salt__) + cmd = [choc_path, 'sources', 'remove', '--name', n + +================================================================================ +Example 73 +================================================================================ +Target: + return value + +Prediction: + return value + + +def re_widont_string(value): + return re_widont.sub(replace, force_text(value)) + + +def re_widont_string_string(value): + return re_widont_string.sub(replace, force_text(value)) + + +def re_widont_string_string_string(value): + return r + +================================================================================ +Example 74 +================================================================================ +Target: + schema, + +Prediction: + schema, self.schemas[path], resolved=resolved + ) + return schema + + +def get_schema_from_path(self, path): + return get_schema(path, resolved=True) + + +def get_schema_from_ref(self, ref): + return get_sc + +================================================================================ +Example 75 +================================================================================ +Target: +add_scheme(ColorScheme( + +Prediction: +add_scheme(ColorScheme( + 'Light', + # The color to be used for the top line + topline = C.LightRed, + + # The colors to be used in the traceback + filename = C.Green, + lineno = C.Green, + name = C.Purple, + + +================================================================================ +Example 76 +================================================================================ +Target: +self + +Prediction: +self + +def generate_filter_op(invert=False): + if invert: + return lambda x: x + else: + return lambda x: x * -1 + +def generate_filter_op_invert(invert=False): + if invert: + return lambda x: x * -1 + els + +================================================================================ +Example 77 +================================================================================ +Target: + return sql + +Prediction: + return sql + + +class MySqlQueryGrammar(MySqlGrammar): + def __init__(self, *args, **kwargs): + super(MySqlQueryGrammar, self).__init__(*args, **kwargs) + + self._select_statements = [] + self._union_statements = [] + + def _compil + +================================================================================ +Example 78 +================================================================================ +Target: + return Location() + +Prediction: + return None + + +class Location(object): + def __init__(self, country=None, state=None, county=None, city=None): + self.country = country + self.state = state + self.county = county + self.city = city + + def __repr__(self): + +================================================================================ +Example 79 +================================================================================ +Target: +**kwargs) + +Prediction: +**kwargs) + + +class Stack(object): + """ + A stack is a collection of functions that are called by the server to + communicate with the client. The server can accept a stack and return + a stack object that can be used to communicate with the client + +================================================================================ +Example 80 +================================================================================ +Target: + pass + +Prediction: + prsib_desc['sib_seq'] = psibs_len - 1 + prsib_desc['parent_breadth_path'] = parent_breadth + prsib_desc['parent_rsib_breadth'] = parent_rsib_breadth + prsib_desc['parent_rsib_path'] = pdesc_level[pa + +================================================================================ +Example 81 +================================================================================ +Target: + on1 = np.cross(on2, nv) + +Prediction: + on1 = np.cross(on2, nv) + on1 = on1 / spla.norm(on1) + + # on3 is on1 x rv (normalization should not be necessary here, but is + # performed just in case) + on3 = np.cross(on1, rv) + on3 = on3 / spla.norm(on3) + + # on4 is on3 x nv (normaliz + +================================================================================ +Example 82 +================================================================================ +Target: + elif self._is_header_line: + +Prediction: + # of the RESULT TABLE subsection. + elif self._cur_sub_section == SUBSECTION_ANALYTE_RESULT: + self._cur_columns = self._format_columns(sline[1]) + return 0 + # If this is header line of Analyte Result table, set the + +================================================================================ +Example 83 +================================================================================ +Target: +models.Part, + +Prediction: +models.ConnectedCut, + pyphi.models.ConnectedCut2, + pyphi.models.ConnectedCut3, + pyphi.models.ConnectedCut4, + pyphi.models.ConnectedCut5, + pyphi.models.ConnectedCut6, + pyphi.models.ConnectedCut7, + pyphi.model + +================================================================================ +Example 84 +================================================================================ +Target: + sense = line.split('=>')[1].strip(' ').strip('\n') + +Prediction: + if line.startswith('=>'): + # parse thing data file and extract feature/location vectors + if line.startswith('=>'): + # parse thing data file and extract feature/location vectors + if line.startswith('=>'): + # + +================================================================================ +Example 85 +================================================================================ +Target: + if store_task: + +Prediction: + if store_task: + self._periodic_tasks.append(task) + + def _send_periodic_internal(self, msg, period, duration): + task = self._task_class(msg, period, duration) + self._periodic_tasks.append(task) + return task + + de + +================================================================================ +Example 86 +================================================================================ +Target: + 'rb') + +Prediction: + 'rb') + +def close_file(filename): + if filename.lower().endswith('.gz'): + return gzip.close(filename) + else: + return open(filename, 'rb').close() + +def read_file(filename): + return close_file(filename).read() + +def write_file(filename, + +================================================================================ +Example 87 +================================================================================ +Target: += kwargs.pop('last_rcvd_ifindex') + +Prediction: += str(self.last_rcvd_ifindex) + return config + + +def get_lldp_neighbor_detail_input_request_type_get_next_request_last_rcvd_ifindex_set(self, **kwargs): + config = get_lldp_neighbor_detail_input_request_type_get_next_request_last_rcvd_ifindex(se + +================================================================================ +Example 88 +================================================================================ +Target: +extend(glob(pngs)) + +Prediction: +extend(glob(pngs)) + return imgs + +def image_path(self, image_name): + return os.path.join(self._image_path, image_name) + +def image_paths(self): + return [image_path(image_name) for image_name in self.images()] + +def image_path(self, image_ + +================================================================================ +Example 89 +================================================================================ +Target: + if level: + +Prediction: + if isinstance(level, int): + level = str(level) + elif isinstance(level, str): + level = level.split(',') + + # aggregation type + agg_type = _GROUPBY_AGG_MAP[agg] + + # group by column + group_by = column.get_column(by) + + # grou + +================================================================================ +Example 90 +================================================================================ +Target: +in data.items(): + +Prediction: +in data.items(): + if header is not None: + sheet_name = header + ' ' + sheet_name + if widths is not None: + sheet_name = sheet_name + ' ' + str(widths) + wb.add_sheet(sheet_name) + for r + +================================================================================ +Example 91 +================================================================================ +Target: +setFormatter(_formatter) + +Prediction: +setFormatter(_formatter) + logger.addHandler(stdout_handler) + + +def set_log_stderr(): + _formatter = logging.Formatter( + '%(asctime)s %(levelname)s %(filename)s[ln:%(lineno)d] %(message)s') + + logger.setLevel(logging.ERROR) + stderr_handler = + +================================================================================ +Example 92 +================================================================================ +Target: + self.__active_pixmap = value + +Prediction: + self._active_pixmap = value + else: + return self._active_pixmap + + active_pixmap = property(active_pixmap, active_pixmap_setter) + + def active_pixmap_setter(self, value): + if value is not None: + assert typ + +================================================================================ +Example 93 +================================================================================ +Target: +origSeq + +Prediction: +origSeq + return res + +def contains_adaptor_sequence(read, adaptor): + return contains_adaptor(read, adaptor) and read.sequenceData != read.sequenceData.copy() + +def contains_adaptor_sequence_sequence(read, adaptor): + return contains_adaptor(read, adaptor) + +================================================================================ +Example 94 +================================================================================ +Target: + names.append(name) + +Prediction: + names.append(name) + else: + while self.is_tag_next(enums.Tags.ATTRIBUTE_NAME, local_buffer): + name = primitives.TextString(tag=enums.Tags.ATTRIBUTE_NAME) + name.read(local_buffer, kmip_version=k + +================================================================================ +Example 95 +================================================================================ +Target: +have a non None function to fill the pool.") + +Prediction: +be initialized before it can be used.") + + def __enqueue(self, obj): + """ + Enqueue an object to the pool. + + This method is provided for compatibility with the Pool module. + """ + raise NotImplementedError("The Pool must + +================================================================================ +Example 96 +================================================================================ +Target: +"" + +Prediction: +node.text_content() + + return result + + +def node_text_content(node): + + if node.text: + result = node.text + else: + result = node.text_content() + + return result + + +def node_text_content_with_style(node, style): + + if node.text: + + +================================================================================ +Example 97 +================================================================================ +Target: + return [word.lower() for word in phrase if word.lower() not in stopwords] + +Prediction: + for word in stopwords: + if word in phrase: + phrase.remove(word) + + return phrase + + +def filter_stopwords_with_stopwords(phrase): + if not isinstance(phrase, list): + phrase = phrase.split() + + stopwords = ['the', 'a', 'in', + +================================================================================ +Example 98 +================================================================================ +Target: +parsed_version + +Prediction: +version + local_version_str = local_version_str.replace('$', '') + local_version = local_version.replace('$', '') + local_version_str = local_version_str.replace('-', '') + local_version = local_version.replace('-', '') + + +================================================================================ +Example 99 +================================================================================ +Target: + return Client(origin) + +Prediction: + return Client(profile, origin, insecure=insecure) + + +class Client(object): + """ + A client to connect to a Viscera server. + + This class is a subclass of :class:`.Origin` and is used to connect to a + Viscera server. + + :param url: The URL to + +================================================================================ +Example 100 +================================================================================ +Target: + handler = BaseHandler() + +Prediction: + return request + + +def get_anonymous_request_with_context(leonardo_page): + request = get_anonymous_request(leonardo_page) + request._feincms_extra_context = { + 'leonardo_page': leonardo_page, + 'leonardo_page_context': leonardo_page.con + +================================================================================ +Example 101 +================================================================================ +Target: + return gate_group + +Prediction: + gate_group.add_argument("--psd-overwhitened", action="store_true", + help="Overwhiten data first, then apply the " + "gates specified in --psd-gate. Overwhitening " + + +================================================================================ +Example 102 +================================================================================ +Target: +_get_level_values(i) for o in other] + +Prediction: +append(label) for o in other] + arrays.append(appended) + return MultiIndex(arrays, name=self.name, base=self.base) + else: + return super(MultiIndex, self).append(other) + + def _get_level_values(self, i): + + +================================================================================ +Example 103 +================================================================================ +Target: +do_rv_grav: + +Prediction: +gravity is not None: + rvs = self.gravity * rvs + + # Specific redshift components + if self.redshift is not None: + rvs = self.redshift * rvs + + # Specific redshift components + if self.redshift_specific is not N + +================================================================================ +Example 104 +================================================================================ +Target: + level = "QUIET" + +Prediction: + level = "CRITICAL" + + print("{} {}".format(level, args.verbosity)) + + +def set_logging(args): + logging.basicConfig(level=args.level, format=args.format, datefmt=args.datefmt) + + +def set_config(args): + config = { + "logging": { + + +================================================================================ +Example 105 +================================================================================ +Target: +deploy( + +Prediction: +deploy(initial_instance_count, instance_type, accelerator_type, endpoint_name, + use_compiled_model, update_endpoint) + + def create_model(self, **kwargs): + if self._compiled_models: + return self._compiled_model + +================================================================================ +Example 106 +================================================================================ +Target: + result.update(self.get_level_methods(sub_level)) + +Prediction: + result.update(get_level_methods(sub_level, level)) + return result + + def get_level_methods(self, level): + return get_level_methods(self, level) + + def get_level_methods_for_level(self, level): + return get_level_ + +================================================================================ +Example 107 +================================================================================ +Target: + ignore + +Prediction: + ignore + conflicts[0][0], + conflicts[0][1], + [], + [], + ) + else: + return None + + +def _subfield_conflicts_ast( + conflicts, # type: List[Tuple[Tuple[str, str], List[Node], List[Node]]] + respon + +================================================================================ +Example 108 +================================================================================ +Target: +index.name + +Prediction: +columns + return df + + +def get_term_count_df(): + return self._get_term_count() + + +def get_term_count(): + return self._get_term_count() + + +def get_term_count_df(): + return self._get_term_count() + + +def get_term_count_df(): + ret + +================================================================================ +Example 109 +================================================================================ +Target: + ' for immediate snapshot cancellation' % volume_id) + +Prediction: + % volume_id) + else: + click.echo('File volume with id %s has been cancelled' + % volume_id) + else: + click.echo('File volume with id %s has not been marked' + % volume_i + +================================================================================ +Example 110 +================================================================================ +Target: +classify.accuracy(self.classifier, test_features) + +Prediction: +accuracy.accuracy(test_features, format=format) + + +def extract_features(data): + """ + Extract features from a data set. + + Parameters + ---------- + data : sequence of strings + The data set to extract features from. + +================================================================================ +Example 111 +================================================================================ +Target: +next_states; + +Prediction: +next_states; + + def _calculate_states_for_step(self, solution, t, step): + + next_states = [0] * self._num_osc; + + for index in range (0, self._num_osc, 1): + result = odeint(self._neuron_states, self._states[i + +================================================================================ +Example 112 +================================================================================ +Target: + np.append(richness, parabola.vertex_x) + +Prediction: + parabola.vertex_x + loglike = parabola.vertex_y + iteration += 1 + if iteration > maxiter: + logger.warning("Maximum iteration reached") + return 0., 0., None + + return ri + +================================================================================ +Example 113 +================================================================================ +Target: + name + +Prediction: + name + self.designspace.file_size = len(self.designspace.data) + self.designspace.data = self.designspace.data.tobytes() + self.designspace.data_size = len(self.designspace.data) + self.designspace.data_size = self.designspace.data + +================================================================================ +Example 114 +================================================================================ +Target: + liveform.FORM_INPUT, + +Prediction: + type='text', + required=True, + label='Product name', + help='The product name is the name of the product to be removed.', + description='The product name is the na + +================================================================================ +Example 115 +================================================================================ +Target: +client_secret)) + +Prediction: +client_secret)) + except Exception as e: + logger.error('(TOKEN_CREATE) :: Error: %s' % e) + return None + + def create_token(self, user, password): + + logger.debug('(TOKEN_CREATE) :: User: %s' % user) + + session = OA + +================================================================================ +Example 116 +================================================================================ +Target: + except StopIteration: + +Prediction: + except StopIteration: + return False + + if val_next != other_next: + return False + + if atol is not None and abs(val_next - other_next) > atol: + return False + + val_it = v + +================================================================================ +Example 117 +================================================================================ +Target: + logger_start.info("found excel files: {}".format(len(files[".xls"]))) + +Prediction: + for file in files[".xls"]: + try: + file = open(file, "r") + files[".xls"].append(file) + except IOError: + print("Could not open " + file) + continue + # Read the first line + line = file + +================================================================================ +Example 118 +================================================================================ +Target: + Parser.run(row, reader) + +Prediction: + data.append(row) + + except ValueError as e: + abort(exceptions.InvalidRequestHeader(**{ + 'detail': 'When using text/csv your Content-Type ' + 'header MUST have a header=present paramete + +================================================================================ +Example 119 +================================================================================ +Target: +)[key] + +Prediction: +)[key] + + if internal_uid is not None: + acquisition_source['internal_uid'] = str(internal_uid) + + if email is not None: + acquisition_source['email'] = str(email) + + if orcid is not None: + acquisition_sourc + +================================================================================ +Example 120 +================================================================================ +Target: +exponential distribution with changing mean + +Prediction: +exponential distribution """ + return np.exp(-(s - t) / 2.0) + + return cost + + +def sigmoid(data): + data = np.hstack(([1.0], np.array(data))) + cumm = np.cumsum(data) + + def cost(s, t): + """ Cost function for sigmoid distribution """ + + +================================================================================ +Example 121 +================================================================================ +Target: +]] + +Prediction: +]] + + Jp_joint = Jp_joint.reshape((3, -1)) + Jr_joint = Jr_joint.reshape((3, -1)) + + # Compute the total velocity of the left hand end effector joint. + Jp_joint_total = self.sim.data.get_body_jacp("left_hand").reshape((3, -1)) + + +================================================================================ +Example 122 +================================================================================ +Target: + if tag is None: + +Prediction: + tagged_data.setdefault(value.tag, (None, None, [])) + tagged_data[value.tag][0][0] = value + elif event_type == 'step': + tagged_data.setdefault(event.step.tag, (None, None, [])) + tagged_data[event.step.tag][0][0] = event.step + + +================================================================================ +Example 123 +================================================================================ +Target: +compatibility_constraints) + +Prediction: +compatibility_constraints) + else: + target = _select_interpreter(compatibility_constraints=compatibility_constraints) + + if target is None: + raise RuntimeError('Could not find a valid interpreter for pexrc') + + if not target.is_running(): + rai + +================================================================================ +Example 124 +================================================================================ +Target: +func + +Prediction: +func + +def get_extended_summary(doc, *args, **kwargs): + if not doc: + return + if not isinstance(doc, str): + doc = str(doc) + if not doc.startswith('#'): + return + if not doc.endswith('\n'): + + +================================================================================ +Example 125 +================================================================================ +Target: +-1]) + +Prediction: +i]) + # if the index was symbolic before concretization, this + # constraint it to concrete start idx + self.state.solver.add(start_idx_options[0] == start_idx) + + def _store_array_element_on_heap(self, array, idx, value, va + +================================================================================ +Example 126 +================================================================================ +Target: + (status == "3" and not std3_rules) or + +Prediction: + (status == "3" and not std3_rules and replacement is None)): + output += replacement + elif status != "I": + raise IndexError(u"Not sure if this is a member of a " + u + +================================================================================ +Example 127 +================================================================================ +Target: +_insert(index, self.default_padding) + +Prediction: +_insert(index, 0) + self._right_padding_widths._insert(index, 0) + self._table_widths._insert(index, 0) + self._table_heights._insert(index, 0) + self._table_paddings._insert(index, 0) + + +================================================================================ +Example 128 +================================================================================ +Target: + PluginAPI, + +Prediction: + PluginDetailAPI, + api_path + "plugins/{plugin_id}/", + endpoint="APIPluginDetail" + ) + api.add_resource( + PluginDetailAPI, + api_path + "plugins/{plugin_id}/{plugin_name}/", + endpoint="APIPluginDetail" + ) + + +================================================================================ +Example 129 +================================================================================ +Target: +|= v + +Prediction: += compiled.union(v) + + return compiled + + +def simplify_geoids(geoids): + + from collections import defaultdict + + aggregated = defaultdict(set) + + d = {} + + for g in geoids: + + if not bool(g): + continue + + av = g.allval() + + + +================================================================================ +Example 130 +================================================================================ +Target: + rc = lib.crypto_shorthash_siphashx24(digest, data, len(data), key) + +Prediction: + res = crypto.shorthash_siphashx24(data, key, digest) + if res == 0: + raise exc.ValueError("Invalid shorthash digest") + return ffi.buffer(digest, XBYTES)[:] + + +def crypto_shorthash_siphashx24_digest(data, key): + if len(key) != XKEYBYTES: + + +================================================================================ +Example 131 +================================================================================ +Target: +createByeMessage(env) + +Prediction: +createByeMessage(env) + if env.getAction() == ACTION_CLOSE: + return createCloseMessage(env) + if env.getAction() == ACTION_CLOSE_CONFIRMATION: + return createCloseConfirmationMessage(env) + if env.getAction() == ACTION_CLOSE_NOTIFICATION + +================================================================================ +Example 132 +================================================================================ +Target: + else: + +Prediction: + models.DjstripePaymentMethod.objects.filter(id=customer_data.get("id", "")).delete() + models.DjstripePaymentMethod.objects.filter(id=customer_data.get("id", "")).delete() + models.DjstripePaymentMethod.objects.filter(id=customer_data.get("id", "")).d + +================================================================================ +Example 133 +================================================================================ +Target: +GzipFile(fileobj=buff, mode='r') + +Prediction: +open(buff, 'rb') + return archive.read() + + +def unzip2bytes(uncompressed): + if hasattr(uncompressed, "read"): + return gzip.GzipFile(fileobj=uncompressed, mode='r') + + buff = BytesIO(uncompressed) + archive = gzip.open(buff, 'rb') + return + +================================================================================ +Example 134 +================================================================================ +Target: + elif len(text_file) == 0: + +Prediction: + return self.ERROR_EXIT_CODE + + if (text_format == TextFileFormat.PLAIN): + self.print_text_file_plain(text_file) + elif (text_format == TextFileFormat.SUBTITLES): + self.print_text_file_subtitles(text_file) + + +================================================================================ +Example 135 +================================================================================ +Target: + created and must not exist prior to this call. + +Prediction: + already decoded and the filename is not already + decoded + """ + from statsmodels.stats.stats import stats_dump + stats_dump(self, filename) + + +def save(self, filename): + """ + + +================================================================================ +Example 136 +================================================================================ +Target: + False + +Prediction: + False + doc[token_nr].is_sent_end = False + doc[token_nr].is_sent_start = True + doc[token_nr].is_sent_end = True + doc[token_nr].is_sent_start = False + doc[token_nr].is_sent_end = False + doc[token_nr].is_sent_start = + +================================================================================ +Example 137 +================================================================================ +Target: +# Weaker match + +Prediction: +# Match + ordering[pos] = el + + return ordering + + def _match(self, el, overlay_spec): + if isinstance(overlay_spec, str): + return self._match_string(el, overlay_spec) + elif isinstance(overlay_spec, int): + + +================================================================================ +Example 138 +================================================================================ +Target: +"Person Name", + +Prediction: +"Pointer Name", + "PT": "Pointer Tag", + "RE": "Reference Tag", + "RT": "Reference Tag", + "SC": "String Content", + "SD": "String Data", + "SE": "Sequence String", + "ST": "String Tag", + "SZ": "Size of Stri + +================================================================================ +Example 139 +================================================================================ +Target: +field == 'bool_value': + +Prediction: +field == 'bool_value': + return value.bool_value + elif field == 'string_value': + return value.string_value + elif field == 'bytes_value': + return value.bytes_value + elif field == 'int64_value': + return value.int64_value + elif field == 'float_ + +================================================================================ +Example 140 +================================================================================ +Target: + parent = parent.parent + +Prediction: + if not parent.name: + return False + parent = parent.parent + return True + + +def is_templatetags_module_valid_constant_string(node): + if node.name not in ('register', ): + return False + + parent = node.parent + while n + +================================================================================ +Example 141 +================================================================================ +Target: + "name": name, + +Prediction: + 'name': name, + 'parent': parent.id, + 'category': model.category, + 'model': model.id, + 'created': self.created, + 'updated': self.updated, + 'deleted': self.deleted, + 'cr + +================================================================================ +Example 142 +================================================================================ +Target: + sys.stdout.write('\rRunning %s: %d/%d' % (os.path.basename(model), (it+1), iters)) + +Prediction: + print('Running benchmark %s on %s' % (it, model)) + print(cmdline) + print('') + + proc = subprocess.Popen(cmdline, stdout=subprocess.PIPE, stderr=subprocess.PIPE) + output, err = proc.communicate() + + +================================================================================ +Example 143 +================================================================================ +Target: +True + +Prediction: +'command' + client_state.prompt_state = 'prompt' + else: + # When a 'command' has not been given. + client_state.prompt_text = variables[''] or '(%s)' % variables[''].split()[0] + client_state.prompt_command = No + +================================================================================ +Example 144 +================================================================================ +Target: +output) + +Prediction: +output) + self.run_install() + self.run_copy() + self.run_clean() + self.run_copy() + self.run_clean() + self.run_copy() + self.run_clean() + self.run_copy() + self.run_clean() + self.run_copy() + + +================================================================================ +Example 145 +================================================================================ +Target: +value + +Prediction: +None + if _type == "string": + if not isinstance(value, str): + raise ValueError("%s is not a valid string" % value) + if not value: + raise ValueError("%s is empty" % value) + elif _type == "integer": + if not isi + +================================================================================ +Example 146 +================================================================================ +Target: + commands = self._get_select_commands(source, tables) + +Prediction: + select_queries = [] + for table in tables: + select_queries.append("SELECT %s FROM %s" % (table, source)) + + # Get database select queries and columns + select_queries = ", ".join(select_queries) + + # Get database + +================================================================================ +Example 147 +================================================================================ +Target: + t2, shape_checker_function) + +Prediction: + t2, shape_checker_function, arg_types, + ignore_existing=ignore_existing) + + +def register_shape_checker(t1, t2, shape_checker_function, arg_types, + ignore_existing=False): + if t1 in shape_checkers: + + +================================================================================ +Example 148 +================================================================================ +Target: + self.height, self.maxval) + +Prediction: + self.height, self.maxval) + return header + + def __str__(self): + return self._header() + + def __repr__(self): + return self._header() + + def __eq__(self, other): + return self.__dict__ == other.__dict__ + + def __ne__(self, + +================================================================================ +Example 149 +================================================================================ +Target: + result = pd.DataFrame([ + +Prediction: + result = [] + for result in result_iter: + if result.status == "failure": + result.append(result.result) + else: + result.append(result.result) + return result + + +================================================================================ +Example 150 +================================================================================ +Target: + elif not SCons.Util.is_List(source): + +Prediction: + # Get the source file name + source = SCons.Util.CString(source) + # Get the source file name and extension + source = SCons.Util.CString(source[:-1]) + source = SCons.Util.CString(source[:-1]).replace('.', '') + # Get the source file name an + +================================================================================ +Example 151 +================================================================================ +Target: + if dtype == np.int8: + +Prediction: + if isinstance(ob_space, Box): + ob_space = ob_space.to_box() + elif isinstance(ob_space, MultiDiscrete): + ob_space = ob_space.to_multi_discrete() + + if isinstance(ob_space, Box): + ob_space = ob_space.to_box() + elif isinstance + +================================================================================ +Example 152 +================================================================================ +Target: +as_view) + +Prediction: +view) + + +def generic_api_view_methods(injector): + return { + 'get': generic_api_view_get, + 'post': generic_api_view_post, + 'put': generic_api_view_put, + 'delete': generic_api_view_delete, + 'patch': generic_api_view_patch + +================================================================================ +Example 153 +================================================================================ +Target: + if command(self.state, tokens): + +Prediction: + command(*tokens) + except Exception as e: + print('Error: %s' % e) + print('Command not found: %s' % command) + print('Please install the command first:') + print(' pip in + +================================================================================ +Example 154 +================================================================================ +Target: + except FileNotFoundError: + +Prediction: + except Exception as e: + print("Error reading index file {}".format(path)) + print(e) + return None + + return df + + +def read_cumulative_iss_index_string(): + indexdir = get_index_dir() + + path = indexdir / "COIS_2999_index.hdf" + + +================================================================================ +Example 155 +================================================================================ +Target: +**{'registrationOpen': True}) + +Prediction: + + status=Series.STATUS_OPEN, + status__in=[Series.STATUS_OPEN, Series.STATUS_CLOSED] + ).filter( + status__in=[Series.STATUS_OPEN, Series.STATUS_CLOSED] + ).filter( + status__in=[Series.STATUS_OPEN, Series.STATUS_CLOSED] + +================================================================================ +Example 156 +================================================================================ +Target: +value) < size: + +Prediction: +value) < size: + raise SSLError("Server disconnected") + + return value + + def read(self, size=-1): + """Read up to size bytes from the socket. If size is not present, read all data + until EOF is reached. Returns bytes read or + +================================================================================ +Example 157 +================================================================================ +Target: +"(&{})".format("".join(term_strings)) + +Prediction: +" AND ".join(term_strings) + + return filterstr + + def filter_by_term(self, term): + return self.ldap.filter.filter_by_term(term) + + def filter_by_term_and_value(self, term, value): + return self.ldap.filter.filter_by_term_and_value(te + +================================================================================ +Example 158 +================================================================================ +Target: +of Response object') + +Prediction: +of a response from the server') + return None + else: + return response + except Exception as e: + logger.exception('Application exception %s', e) + return None + + +class Application(object): + + +================================================================================ +Example 159 +================================================================================ +Target: +inner + +Prediction: +inner(cond) + + +def flatten_if_else(cond: Callable[[Union[T, ActualIterable[T]]], bool]): + + def inner(nested: ActualIterable[Union[T, ActualIterable[T]]]) -> ActualIterable[T]: + for each in nested: + if cond(each): + yield e + +================================================================================ +Example 160 +================================================================================ +Target: +(2, ), replace=False) + +Prediction: +cellsPerColumn) + cellPairs.append((randCol, randCells)) + return cellPairs + + +def sampleCellsWithinRows(numRowPairs, rowsPerRow, numRows, seed=42): + np.random.seed(seed) + rowPairs = [] + for i in range(numRowPairs): + randRow = np.random.randint(numR + +================================================================================ +Example 161 +================================================================================ +Target: + i1 = root.body.index(assignments[j].root) + +Prediction: + if assignments[j].start == assignments[j + 1].end: + to_remove.append(symbol) + break + + for symbol in to_remove: + gen.remove_assignment(symbol) + + return gen + + +def remove_trivial_assignments(root): + + g + +================================================================================ +Example 162 +================================================================================ +Target: + img = img() + +Prediction: + img = img() + if isinstance(img, np.ndarray): + img = np.asarray(img) + if dtype is None: + dtype = np.dtype(np.uint8) + if np.issubdtype(dtype, np.integer): + dtype = np.float32 + if dtype is not None: + img + +================================================================================ +Example 163 +================================================================================ +Target: +") + +Prediction: +") + return False + + def power_on(self): + try: + if self.send_get_command(self._urls.command_power_on): + self._power = POWER_ON + self._state = STATE_ON + return True + else: + +================================================================================ +Example 164 +================================================================================ +Target: + } + +Prediction: + 'seed': encode_hex(sha3(seed)), + 'seed_public': encode_hex(sha3(seed)), + 'seed_private': encode_hex(sha3(seed)), + 'seed_public_private': encode_hex(sha3(seed)), + 'seed_public_private': encode_hex(sha3 + +================================================================================ +Example 165 +================================================================================ +Target: + return response + +Prediction: + return response.json() + + +def folder_list(self, token): + parameters = dict() + parameters['token'] = token + response = self.request('midas.folder.list', parameters) + return response.json() + + +def folder_delete(self, token, + +================================================================================ +Example 166 +================================================================================ +Target: + if option.get('text') != 'n/a': + +Prediction: + if key not in seen_options: + missing_options.append(key) + index += 1 + + if missing_options: + raise ValueError('Missing options for answers: {}'.format(missing_options)) + + return index + + +def validate_seeded_answers( + +================================================================================ +Example 167 +================================================================================ +Target: + error_response_context) + +Prediction: + error_response_context) + else: + return view_func(request, *args, **kwargs) + return wrap_func + return real_decorator + + +def generate_error_json_response(message, error_re + +================================================================================ +Example 168 +================================================================================ +Target: +, -1.), rel_pos) + +Prediction: +0, 1.0), size) + models_dict['state'].set_meta_data_editor('offset', offset) + + +def cal_frame_according_boundaries(left, right, top, bottom, parent_size): + """ + Calculate the frame according to the boundaries of the models and the parent size. + " + +================================================================================ +Example 169 +================================================================================ +Target: + self.current_terminal.indication(*args, **kwargs) + +Prediction: + if self.current_terminal.is_active(): + return self.current_terminal.indication(*args, **kwargs) + else: + return self.current_terminal.indication(*args, **kwargs) + + def set_indication(self, *args, **kwargs): + if + +================================================================================ +Example 170 +================================================================================ +Target: + _autoc = feature_calculators.autocorrelation(x, lag) + +Prediction: + if len(x) == 0: + return 0 + if len(x) == 1: + return x[0] + if len(x) == 2: + return x[0] * x[0] + x[1] * x[1] + if len(x) == 3: + return x[0] * x[0] + x[1] * x[1] + x[2] * x[2] + if + +================================================================================ +Example 171 +================================================================================ +Target: + self.get_assessments_by_bank(bank_id)) + +Prediction: + self.resource_bin_session.get_resources_by_bins(bank_id)) + return assessment_list + + def get_assessments_by_banks_with_assessments(self, bank_ids): + assessment_list = [] + for bank_id in bank_ids: + assessmen + +================================================================================ +Example 172 +================================================================================ +Target: + return image + +Prediction: + for n in range(angle % 4): + image = list(zip(*image[::-1])) + + return image + + +def rotateImages(images, angle): + images = [list(row) for row in images] + + for n in range(angle % 4): + images = list(zip(*images[::-1])) + + for n in r + +================================================================================ +Example 173 +================================================================================ +Target: + "target": target, + +Prediction: + "target": target, + "continuous": continuous, + } + self["_replicator"][doc_id] = data + + def __getitem__(self, doc_id): + if doc_id in self["_replicator"]: + return self["_replicator"][doc_id] + ra + +================================================================================ +Example 174 +================================================================================ +Target: + return __tmp + +Prediction: + return __tmp + +def newDocNodeList(self, doc, name, content): + if doc is None: doc__o = None + else: doc__o = doc._o + ret = libxml2mod.xmlNewDocNodeList(doc__o, self._o, name, content) + if ret is None:raise treeError('xmlNe + +================================================================================ +Example 175 +================================================================================ +Target: + if not self.running: + +Prediction: + + +class MemoryError(Exception): + pass + + +class Controller(object): + def __init__(self, memory_quota): + self.memory_quota = memory_quota + self.memory_usage = 0 + self.state = None + + def Start(self): + self.state = State.STARTING + self.StartSt + +================================================================================ +Example 176 +================================================================================ +Target: +server_default='0', + +Prediction: +server_default='0', + nullable=False), + sa.Column('argument', sa.String(length=255), nullable=True), + sa.Column('user_id', sa.Integer(), nullable=False), + sa.ForeignKeyConstraint(['user_id'], [u'accounts_user.id'], ), + + +================================================================================ +Example 177 +================================================================================ +Target: + deducciones=self.deducciones, + +Prediction: + deducciones=self.deducciones, + percepciones=self.percepciones, + ) + + # ajustar los nombres de campos que varian entre LPG y LSG + for it in ret: + per = it[ + +================================================================================ +Example 178 +================================================================================ +Target: +updateStatus, args=(self.status_update_lock, )) + +Prediction: +_play) + t.setDaemon(True) + t.start() + + def _buildStartOpts(self, streamUrl, isPlayList): + opts = ['--start', streamUrl] + if isPlayList: + opts.append('--playlist') + else: + opts.append('--play') + + +================================================================================ +Example 179 +================================================================================ +Target: + omithw=omithw, debug=debug) + +Prediction: + omithw=omithw, debug=debug) + + def svg_code(self): + return self.code + + def svg_version(self): + return self.version + + def svg_file(self): + return self.file + + def svg_scale(self): + return self.scale + +================================================================================ +Example 180 +================================================================================ +Target: + row = i + +Prediction: + row = i + col = j + done = True + break + j += 1 + i += 1 + + return row, col + + +def __find_a_zero_in_row(self, row): + row_covered = self.row_c + +================================================================================ +Example 181 +================================================================================ +Target: + id.append(VERSION_3) + +Prediction: + id.append(0x01) + return bytes(id) + + +class Caveat(object): + """ + A caveat is a single caveat that is sent to the client to determine + whether the client should accept the caveat. + + The caveat is a single byte array which is se + +================================================================================ +Example 182 +================================================================================ +Target: + extended=extended + +Prediction: + extended=extended) + + +def format_back_color( + number: FormatArg, + light: Optional[bool] = False, + extended: Optional[bool] = False) -> str: + return _format_code( + number, + backcolor=True, + light=light, + + +================================================================================ +Example 183 +================================================================================ +Target: +deferred_printers[key] = func + +Prediction: +deferred_printers[key] = func + return oldfunc + else: + return func + + def print_type(self, type_module, type_name, func): + if type_module is None: + return self.print_type_by_name(type_name, func) + else + +================================================================================ +Example 184 +================================================================================ +Target: +draw_footer_status() + +Prediction: +body.draw(self.user) + + self.footer.draw(self.user) + + self.selected.draw(self.user) + + self.left.draw(self.user) + self.right.draw(self.user) + + self.header.draw(self.user) + self.body.draw(self.user) + + self.foot + +================================================================================ +Example 185 +================================================================================ +Target: + plotters = list(xarray_var_iter(data, var_names=var_names, combined=True)) + +Prediction: + if ax is None: + ax = plt.gca() + + if kwargs_shade is None: + kwargs_shade = {} + + if shade is None: + shade = kwargs_shade["shade"] + + if figsize is None: + figsize = kwargs_shade["figsize"] + + if textsize is None: + + +================================================================================ +Example 186 +================================================================================ +Target: + value = value.time() + +Prediction: + if isinstance(value, (datetime, date)): + value = value.astimezone(pytz.utc) + elif isinstance(value, (datetime, datetime.datetime)): + value = value.astimezone(pytz.utc) + eli + +================================================================================ +Example 187 +================================================================================ +Target: +value + +Prediction: +value + + +def wrap_document(value): + if isinstance(value, Document): + return value + elif isinstance(value, DocumentList): + return DocumentList(value) + else: + return value + + +def wrap_document_list(value): + if isinstance(value, + +================================================================================ +Example 188 +================================================================================ +Target: + dims = calculate_dimensions(variables) + +Prediction: + if explicit_coords is not None: + coords = coord_names + if explicit_coords is True: + coords = explicit_coords + else: + coords = [explicit_coords] + coords = [coords[i] for i in range(len(coords))] + + +================================================================================ +Example 189 +================================================================================ +Target: + 80) + +Prediction: + 80) + self.print_topics(self.category_header, cmds_cats, 15, 80) + + if verbose: + self.poutput('\n') + + def _print_topics(self, topic: str, topics: List[str], left: int, right: int) -> None: + if len(topics) > left: + + +================================================================================ +Example 190 +================================================================================ +Target: +call(args) + +Prediction: +post(args) + if response.status_code == 200: + LOGGER.debug("OSInstance.add_application successfully added application {}".format(application.id)) + else: + LOGGER.error("OSInstance.add_applic + +================================================================================ +Example 191 +================================================================================ +Target: +'--force') + +Prediction: +'--force') + if pre_versions: + cmd.append('--pre-versions') + if install_args: + cmd.extend(install_args) + if override_args: + cmd.extend(override_args) + if force_x86: + cmd.append('--force-x86') + if package_args: + + +================================================================================ +Example 192 +================================================================================ +Target: ++= opts + +Prediction: ++= opts + resources.set("options", opts) + resources.set("resources", resources) + resources.set("config", data["config"]) + resources.set("resources_file", data["resources_file"]) + resources.set("resource + +================================================================================ +Example 193 +================================================================================ +Target: + ) + +Prediction: + ) + + +class IdentityManager(models.Manager): + def get_queryset(self): + return super(IdentityManager, self).get_queryset().filter( + identity__isnull=False + ) + + def get_identity_by_identity(self, identity): + re + +================================================================================ +Example 194 +================================================================================ +Target: + return os.path.basename(full_path) + +Prediction: + return full_path + return None + + +def get_notebook_id(): + kernel_id = re.search('kernel-(.*).json', + ipykernel.connect.get_connection_file()).group(1) + servers = list_running_servers() + for ss in servers: + + +================================================================================ +Example 195 +================================================================================ +Target: + textureType, byref(pInstance)) + +Prediction: + byref(pInstance)) + return pnDevice.value + + def getOutputDevices(self): + + fn = self.function_table.getOutputDevices + pnDevices = c_uint64() + pInstance = VkInstance_T() + fn(byref(pnDevices), byref(pInstance)) + re + +================================================================================ +Example 196 +================================================================================ +Target: +chunksize) + +Prediction: +chunksize) + + +class SQLTable(object): + """ + A table that can be used to read and write data in a SQL database. + + The table is a simple table with a single column and a single row. + """ + + def __init__(self, table_name, self, index=None, schema + +================================================================================ +Example 197 +================================================================================ +Target: +data + +Prediction: +[data["timestep"]] + + +def split_timesteps_and_sequence(data, consistent_abmn=False): + if has_multiple_timesteps(data): + grouped = data.groupby("timestep") + return [group[1] for group in grouped] + else: + return [data["timestep"], d + +================================================================================ +Example 198 +================================================================================ +Target: + self.bin_width) + +Prediction: + self.bin_width) + mag = mag * moment_rate + mag = mag * mag / moment_mag + mag = mag * mag / (beta ** 2) + return mag + + def _get_mfd(self, slip, area, shear_modulus=30.0): + # Working in Nm so conver + +================================================================================ +Example 199 +================================================================================ +Target: +replace('.', r'\.'))) + +Prediction: +replace('.', '/'), re.I), + + # Aliyun Cloud SDK endpoint + # - https://.aliyuncs.com/ + # - https://.aliyuncs.com/ + + _re.compile((r'https?://[\w-]+.%s' % self._endpoint.split( + + +================================================================================ +Example 200 +================================================================================ +Target: + return True + +Prediction: + return True + else: + return False + + def getprojectmembers(self, project_id): + request = requests.get( + '{0}/{1}/members'.format(self.projects_url, project_id), + headers=self.headers, verify=self. + +================================================================================ +Example 201 +================================================================================ +Target: + pid = os.fork() + +Prediction: + pid = os.fork() + if pid > 0: + sys.exit(0) + except OSError as err: + sys.stderr.write("Second fork failed: {0} ({1})\n".format(err.errno, err.strerror)) + sys.exit(1) + # decouple from p + +================================================================================ +Example 202 +================================================================================ +Target: +ValueError("Item not present in cache") + +Prediction: +Exception("No primary text found for item url %s" % item_url) + return row[0] + + +def get_primary_image(self, item_url): + c = self.conn.cursor() + c.execute("SELECT * FROM primary_images WHERE item_url=?", + (str(item_u + +================================================================================ +Example 203 +================================================================================ +Target: + continue + +Prediction: + pass + assert(uparc_id_1 == uparc_id_2) + + for c, m in self.seqres_to_uniparc_sequence_maps.iteritems(): + if self.atom_to_uniparc_sequence_maps.keys(): + atom_uniparc_keys = set(self. + +================================================================================ +Example 204 +================================================================================ +Target: + return False + +Prediction: + return False + +def launch_app_with_params(app_path, params=[], time_before_kill_app=15): + import subprocess + try: + res = subprocess.call([app_path, params], timeout=time_before_kill_app, shell=True) + print('res = ', res) + + +================================================================================ +Example 205 +================================================================================ +Target: + (data) = self.replace_namespaced_stateful_set_scale_with_http_info(name, namespace, body, **kwargs) # noqa: E501 + +Prediction: + return self.replace_namespaced_stateful_set_scale_with_http_body(name, namespace, body, **kwargs) # noqa: E501 + + def replace_namespaced_stateful_set_scale_with_http_info(self, name, namespace, body, **kwargs): # noqa: E501 + """Repla + +================================================================================ +Example 206 +================================================================================ +Target: + for diagram in diagrams: + +Prediction: + return diagrams + + def visit(self, project): + self.config.visit(project) + for klass in self.config.classes: + klass.visit(project) + return self + + def get_class_diagrams(self, project, linker): + diagrams = + +================================================================================ +Example 207 +================================================================================ +Target: + else: + +Prediction: + if self.opts.get('verbose'): + msg = 'Exiting job with host {0} (retcode {1})'.format(host, host_ret) + print(msg) + print('-' * len(msg) + '\n') + + +================================================================================ +Example 208 +================================================================================ +Target: +in ds_ids: + +Prediction: +in ds_ids: + self.datasets[ds_id].area = src_area + break + else: + self.datasets[src_area].area = src_area + + if dim_kwargs: + for k, v in dim_kwargs.items(): + seta + +================================================================================ +Example 209 +================================================================================ +Target: +path.join(SOURCE_PATH, 'jsdoc-toolkit-rst-template') + +Prediction: +path.join(jsdoc_toolkit_dir, 'rst') + jsdoc_rst_files = glob.glob(os.path.join(jsdoc_rst_dir, '*.rst')) + jsdoc_rst_files = [os.path.join(jsdoc_rst_dir, f) for f in jsdoc_rst_files] + jsdoc_rst_files = [os.path.join(jsdoc_rst_dir, f) for f in jsdoc_r + +================================================================================ +Example 210 +================================================================================ +Target: +completer.completing: + +Prediction: +self._orig_callable: + return self._orig_callable(parser, namespace, values, option_string) + + return self._orig_callable(parser, namespace, values, option_string) + + def __init__(self, *arg + +================================================================================ +Example 211 +================================================================================ +Target: +all_calls: + +Prediction: +dev.items: + self.__dict__[item].append(dev.items[item]) + + for item in self.items: + self.__dict__[item] = [] + + for item in self.calls: + self.__dict__[item].append(self.calls[item]) + + for item in self + +================================================================================ +Example 212 +================================================================================ +Target: += estimate(init_vals, + +Prediction: += mnl_estimator.estimate(init_vals, + print_res=print_res, + loss_tol=loss_tol, + gradient_tol=gradient_tol, + + +================================================================================ +Example 213 +================================================================================ +Target: +wrap + +Prediction: +wrap + + +def action_confirmation(name, text, confirmation=None, icon=None, multiple=True, single=True): + def wrap(f): + f._action = (name, text, confirmation, icon, multiple, single) + return f + + return wrap + + +def action_single(name, text, + +================================================================================ +Example 214 +================================================================================ +Target: +http + +Prediction: +http + + +def create_http_client(host=None, port=0): + + try: + http = HTTPClient() + http.bind(host=host, port=port) + except OSError as err: + console.exit("Failed to create HTTP client: {0}", err) + + return http + + +def create_http_ser + +================================================================================ +Example 215 +================================================================================ +Target: + if(string_name): + +Prediction: + + award_group_principal_award_recipient.append(principal_award_recipient_text) + + return award_group_principal_award_recipient + + +def award_group_principal_award_recipients(tag): + award_group_principal_award_recipients = [] + principal_award_r + +================================================================================ +Example 216 +================================================================================ +Target: +filepath) + +Prediction: +filepath) + + return module, sep, class_or_function + +def _get_module_from_name(name): + module, sep, class_or_function = name.rpartition(':') + if sep and not module: + raise MissingModule("Need a module path for %s" % name) + return module, s + +================================================================================ +Example 217 +================================================================================ +Target: +request + +Prediction: +request + +def mk_request_string(self, method, path): + request = Request() + request.destination = self.server + request.code = method.number + request.uri_path = path + request.type = defines.Types["STRING"] + return req + +================================================================================ +Example 218 +================================================================================ +Target: + return False + +Prediction: + return None + elif value is True: + return [] + else: + return value + + def get_value(self, key): + return _lxc.Container.get_value(self, key) + + def set_value(self, key, value): + return _lxc.Con + +================================================================================ +Example 219 +================================================================================ +Target: + if raise_on_error: + +Prediction: + if raise_on_error: + raise ValueError("No loader found for {}".format(meta.loader)) + + return None + + +def get_loaders(self) -> List[BaseLoader]: + return self._loaders + + +def get_loader_by_name(loader_name: str) -> BaseLoader: + f + +================================================================================ +Example 220 +================================================================================ +Target: +reduce_sum(-density, axis=2), axis=(1, 2)) + +Prediction: +square(density), axis=[1, 2, 3]) + + def get_loss(self, x, y, standard=False): + x_reshape = tf.reshape(x, [self.batch_size, self.eq_samples, self.iw_samples, self.num_latent]) + y_reshape = tf.reshape(y, [self.batch_size, self.eq_samples, sel + +================================================================================ +Example 221 +================================================================================ +Target: + return c + +Prediction: + return c + + +class BioCCollection(object): + def __init__(self): + self.documents = [] + + def add_document(self, document): + self.documents.append(document) + + def get_documents(self): + return self.documents + + def get_doc + +================================================================================ +Example 222 +================================================================================ +Target: + ds = DataSourceWithFileCache(data_source=data_source, + +Prediction: + return data_iterator_file_cache(data_source, + batch_size, + rng, + with_memory_cache, + cache_d + +================================================================================ +Example 223 +================================================================================ +Target: +): + +Prediction: +): + return make_a_block(new_values, self.ref_loc) + else: + return new_values + + # ndim == 2 + if self.ndim == 2: + if mask.any(): + return make_a_block(new_values, self.ref_loc) + + +================================================================================ +Example 224 +================================================================================ +Target: +in extractor.headers: + +Prediction: +in extractor.headers: + self.headers.append(header) + + return self.headers + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +================================================================================ +Example 225 +================================================================================ +Target: + sniffer_timeout=sniffer_timeout, **kwargs) + +Prediction: + sniffer_timeout=sniffer_timeout, + **kwargs) + + def sniff(self, nodes, sniff_on_start=True, sniff_on_connection_fail=True, + sniffer_timeout=60, **kwargs): + self.cli + +================================================================================ +Example 226 +================================================================================ +Target: +root + +Prediction: +root + + +def load_yaml_from_file(ont_file): + res = requests.get(ont_file) + if res.status_code != 200: + raise Exception('Could not load ontology from %s' % ont_file) + root = yaml.load(res.content) + return root + + +def load_yaml_from_string(on + +================================================================================ +Example 227 +================================================================================ +Target: + else: + +Prediction: + else: + # match chroma-wrapped frequency events + matching = util.match_events( + ref_frame, est_frame, window, + distance=util._outer_distance_mod_n) + + true_positives[i] = matching[0] + + ret + +================================================================================ +Example 228 +================================================================================ +Target: +& ' if committed else '' + + +Prediction: +mode in {} state.\n' + 'current transaction mode is {}.\n' + 'committed current transaction mode is {}.\n' + 'committed current transaction mode is {}.\n' + 'committed current transaction mode is {}.\n' + ' + +================================================================================ +Example 229 +================================================================================ +Target: + current_parameter = method_parameters.get(key, {}) + +Prediction: + if key in params: + # The parameter is a list of parameters that we are already adding to + # the request. We need to convert the parameters to nested parameters + # and add them to the request. + params[key] = [transform_res + +================================================================================ +Example 230 +================================================================================ +Target: + continue + +Prediction: + continue + if string in available: + continue + available.add(string) + combinations_map[string] = comb + if self.max_width < len(string): + +================================================================================ +Example 231 +================================================================================ +Target: + self.send('LINKS %s' % r_server) + +Prediction: + self.send('LINKS %s' % r_server) + elif mask and not r_server: + self.send('LINKS %s %s' % (r_server, mask)) + else: + self.send('LINKS %s %s %s' % (r_server, mask, self.request.path)) + + de + +================================================================================ +Example 232 +================================================================================ +Target: +session + +Prediction: +engine + + +def get_engine(): + return engine + + +def get_db(): + return engine.db + + +def get_db_path(): + return engine.db_path + + +def get_db_path_for_connection(connection): + return engine.db_path_for_connection(connection) + + +def get_db_path_for_connec + +================================================================================ +Example 233 +================================================================================ +Target: + if 'cached' in filters_settings: + +Prediction: + app.config['IMAGINE_FILTER_SETS'][filter_name] = filter_config + else: + raise ValueError('Unknown filter settings: %s' % filters_settings) + + app.config['IMAGINE_FILTER_SETS'][filter_name][ + +================================================================================ +Example 234 +================================================================================ +Target: + else: + +Prediction: + else: + d[col[0]] = row[idx] + return d + +def atlasdb_row_factory_for_storage( cursor, row ): + d = {} + for idx, col in enumerate( cursor.description ): + if col[0] in ["present", "tried_storage"]: + if row[i + +================================================================================ +Example 235 +================================================================================ +Target: + "execution_date": datetime.date(1999, 1, 1), + +Prediction: + "endtoend_id": endtoend_id, + } + sepa.transfer(payment) + return sepa + + +def simple_sepa_transfer_with_amount(self, account: SEPAAccount, iban: str, bic: str, + recipient_name: str, amount: D + +================================================================================ +Example 236 +================================================================================ +Target: + literal_eval(param['axes']) + +Prediction: + [] + for i in range(len(param)): + axes.append(param[i]['shape']) + axes = tuple(axes) + + if len(axes) == 1: + axes = (1,) + axes + + if len(axes) == 2: + axes = (1, axes[0]) + axes + + if len(axes) == 3: + axes = (1, axes[ + +================================================================================ +Example 237 +================================================================================ +Target: + return self.to_gpio(int(spec[3:])) + +Prediction: + return self.to_gpio(int(spec[3:])) + elif spec.startswith('PIN') and spec[2:].isdigit(): + return self.to_gpio(int(spec[2:])) + elif spec.startswith('PORT') and spec[1:].isdigit(): + return se + +================================================================================ +Example 238 +================================================================================ +Target: + formatted_wmi_object[property_name] = property_formatted_value + +Prediction: + formatted_wmi_object[property_name] = property_formatted_value + + return formatted_wmi_object + + def _get_property_calculator(self, counter_type): + if counter_type == 'int': + return lambda previous, current, property_n + +================================================================================ +Example 239 +================================================================================ +Target: + maximum = validators.numeric(maximum, + +Prediction: + maximum = validators.numeric(maximum, + allow_empty = True) + + if minimum is None and maximum is None: + raise ValueError('minimum and maximum cannot both be None') + + if minimum is not None and maximum is not N + +================================================================================ +Example 240 +================================================================================ +Target: + exp_dict['project'] = projectname + +Prediction: + if 'status' in exp_dict: + exp_dict['status'] = exp_dict['status'].lower() + if 'comment' in exp_dict: + exp_dict['comment'] = exp_dict['comment'].lower() + if 'comment_count' in exp_dict: + exp_dict['comme + +================================================================================ +Example 241 +================================================================================ +Target: + cacert = ca_bundle.cert.load() + +Prediction: + ca_bundle.add_extension(extensions[0]) + ca_bundle.add_extension(extensions[1]) + ca_bundle.add_extension(extensions[2]) + ca_bundle.add_extension(extensions[3]) + ca_bundle.add_extension(extensions[4]) + ca_bundle.add + +================================================================================ +Example 242 +================================================================================ +Target: + term2 = num2b / denom2 + +Prediction: + num2 = num2a * num2b + term2 = num2/denom2 + + # term 3 + num3a = self.otc * np.sin(self.ang) + num3b = 1 + num3a + denom3 = self.denom ** 2 + num3 = num3a * num3b + term3 = num3/denom3 + + # term 4 + + +================================================================================ +Example 243 +================================================================================ +Target: +lat_lons: + +Prediction: +lat_lons: + return None + + for lat_lon in lat_lons: + bound_check(lat_lon) + + return bounds + + +class LatLon(object): + """ + A latitude and longitude pair. + + :param lat: latitude + :param lon: longitude + """ + + + +================================================================================ +Example 244 +================================================================================ +Target: + fcf_map_fcf_rbid.text = kwargs.pop('fcf_map_fcf_rbid') + +Prediction: + fcf_map_fcf_rbid.text = kwargs.pop('fcf_map_fcf_rbid') + return fcoe + + +def fcoe_fcoe_fabric_map_fcoe_fcf_map_fcf_rbid(self, **kwargs): + config = ET.Element("config") + fcoe = ET.SubElement(config, "fcoe", xmlns="urn:brocade.com:m + +================================================================================ +Example 245 +================================================================================ +Target: + outputFormatClass, + +Prediction: + outputFormatClass, keyClass, + valueClass, keyConverter, + valueConverter, jconf) + + def save + +================================================================================ +Example 246 +================================================================================ +Target: + dec=values[2].strip() + +Prediction: + dec=values[2].strip() + ) + thisDict["decDeg"] = decDeg + except Exception as e: + self.log.error( + "Error converting the degree to decimal f + +================================================================================ +Example 247 +================================================================================ +Target: + self._Pi = np.array(Pi) / np.sum(Pi) + +Prediction: + assert np.all(Pi < 1), 'Given initial distribution is positive elements.' + assert np.any(Pi < 0), 'Given initial distribution is negative elements.' + + # check initial state + assert np.all(self._Tij[:, 0] >= 0), 'Given initial s + +================================================================================ +Example 248 +================================================================================ +Target: + plot_kwargs_cb = plot_kwargs_cb or (lambda idx: {}) + +Prediction: + plot_kwargs_cb = plot_kwargs_cb + + if info is None: + info = {} + + if latex_names is None: + latex_names = ['$%s$' % ln.strip('$') for ln in latex_names] + + if info is None: + info = {} + + if indices is None: + indic + +================================================================================ +Example 249 +================================================================================ +Target: + return data + +Prediction: + return data + + +class UserContextFormView(UserContextFormViewMixin, FormView): + form_class = UserContextForm + template_name = 'agnocomplete/user_context_form.html' + + def get_context_data(self, **kwargs): + context = super(UserContextFo + +================================================================================ +Example 250 +================================================================================ +Target: + return parse_rst_content(xref_text, state) + +Prediction: + def make_xref_node(name, node): + return ' {} = {}\n'.format(name, node) + + return [make_xref_node(name, node) + for name, node in state.nodes.items() + if not isinstance(node, type)] + + return [make_xref_node(name, nod + +================================================================================ +Example 251 +================================================================================ +Target: + mzidSii = mzidEntry['SpectrumIdentificationItem'][0] + +Prediction: + mzid = mzidEntry.mzid + if mzid in _tempMods: + continue + _tempMods[mzid] = mzidEntry + siiList.append(mzid) + + if not siiList: + return None + + sii = siiList[0] + mzid = _tempMods[sii] + + mzid_ref = mzid_ + +================================================================================ +Example 252 +================================================================================ +Target: + self.randalt() + +Prediction: + + def getalt(self): + return self.get_alt() + + def get_alt(self): + return self.get_alt_at_pos() + + def get_alt_at_pos(self): + return self.get_alt_at_pos_at_random_pos() + + def get_alt_at_pos_at_random_pos(self): + return + +================================================================================ +Example 253 +================================================================================ +Target: + ] + +Prediction: + ] + ) + + def _generate_func_code(self): + self._compile_regexps = {} + self._compile_regexps['regexp'] = self._regexp_code() + self._compile_regexps['string'] = self._string_code() + self._compile_regexps['number + +================================================================================ +Example 254 +================================================================================ +Target: + location=parent_location, identifier=parent_identifier, + +Prediction: + parent_identifier, parent_path_spec, parent_location) + return path_spec + + +class APFSFileEntry(object): + """An APFS file entry. + + An APFS file entry is a single file entry that contains a single file entry + and a set of path entries. The file + +================================================================================ +Example 255 +================================================================================ +Target: +"variant_aa_interval_end"]) + +Prediction: +"variant_aa_interval_end"], + mutation_length=len(isovar_row["variant_aa_interval"]), + mutation_start_in_protein=isovar_row["variant_bb_interval_start"], + mutation_end_in_protein=isovar_row["variant_bb_interval_e + +================================================================================ +Example 256 +================================================================================ +Target: + else: + +Prediction: + else: + wrapped._sdkmetaclass = SDKMethod(func.__name__) + + return wrapped + + +class SDKMethod(object): + """ + A class that encapsulates a method on a specific class. + """ + + def __init__(self, name): + self._name = name + + def + +================================================================================ +Example 257 +================================================================================ +Target: +'dblite_serializer'] + +Prediction: +'dblite_serializer'] + values.append(serializer(v)) + else: + values.append(v) + # set values + self.db.put(item._id, values) + + def _get_one(self, item): + ''' get one item from database + '' + +================================================================================ +Example 258 +================================================================================ +Target: + ) + +Prediction: + ) + + +class LazyLoader(Loader): + def __init__(self, loader): + self._loader = loader + + def __getattr__(self, name): + return getattr(self._loader, name) + + def __setattr__(self, name, value): + setattr(self._loader, name, va + +================================================================================ +Example 259 +================================================================================ +Target: + self.__dict__['_children_resize_queued'] = False + +Prediction: +class Sprite(object): + def __init__(self, sprite, props): + self.sprite = sprite + self.props = props + self.alloc_w = self.props["width"] + self.alloc_h = self.props["height"] + self.x = self.props["margin_left"] + s + +================================================================================ +Example 260 +================================================================================ +Target: +apply(incoming) + +Prediction: +apply(incoming) + previous.apply(current.incoming) + + def forward(self, weight, incoming): + return self.layers[0].forward(weight, incoming) + + def backward(self, outgoing): + return self.layers[0].backward(outgoing) + + +class Stack + +================================================================================ +Example 261 +================================================================================ +Target: + raise ValueError("Method of vss calculation not recognized, please use 'gaussian' or 'random'") + +Prediction: + raise ValueError("Unknown method for vss: %s" % method) + + def calculate_vss_std(self, method=None): + if self.variance == float(0): + return self.vss_std + else: + # Calculate gausian distribution and retu + +================================================================================ +Example 262 +================================================================================ +Target: + self.start_trace() + +Prediction: + if lno == 1: + lno = 1 + while True: + line = getline(fn, lno, globals) + if line is None: + lno = None + break + if e + +================================================================================ +Example 263 +================================================================================ +Target: + _, key_file = make_temp(str(key).encode(), '.pem') + +Prediction: + key_file = key + key = None + + if not key_file: + key_file = self.key_file + + if not key: + key = self.key + + if not node_name: + node_name = self.node_name + + if not node_id: + + +================================================================================ +Example 264 +================================================================================ +Target: +}'.format(self.key, self.date) + +Prediction: +}'.format(self.date, self.key) + self.key = self.final_key + + self.start_time = time.strftime(self.date_format, + time.gmtime(self.start_time)) + + self.roll = False + + def _set_date( + +================================================================================ +Example 265 +================================================================================ +Target: += ordered_regs.index(bit[0]) + +Prediction: += ordered_regs.index(bit) + return reg_index + + for qreg in circuit.qregs: + for creg in circuit.cregs: + if qreg.is_continuous() and creg.is_continuous(): + instruction.control = creg + break + + +================================================================================ +Example 266 +================================================================================ +Target: +CMD_REGISTER, + +Prediction: +CommandApdu.CMD_REGISTER, + body)) + if response.status != apdu.Status.SUCCESS: + raise errors.InvalidRequestError() + + return response + + def CmdUnregister(self, challenge_param, app_param): + self.logger.debug('CmdUnregister') + if len( + +================================================================================ +Example 267 +================================================================================ +Target: + self.label2id["Redo"] + +Prediction: + self.label2id["Redo"] + + if undo_toolid == redo_toolid: + return + + self.label2id["Undo"] = redo_toolid + self.label2id["Redo"] = undo_toolid + + self.Update() + + +def OnClick(self, event): + self.label2id["Undo"] = se + +================================================================================ +Example 268 +================================================================================ +Target: +RuntimeError('Unable to find name string.') + +Prediction: +Exception('Could not find __package_name__ in __init__.py') + + +def find_version(): + version_file = read_file('__init__.py') + version_match = re.search(r'^__version__ = ["\']([^"\']*)["\']', + version_file, re.M) + if vers + +================================================================================ +Example 269 +================================================================================ +Target: +1]]) + +Prediction: +1]]) + return shift_matrix + +def affine_shift_matrix_to_matrix(shift_matrix): + shift_matrix = np.array(shift_matrix) + shift_matrix = shift_matrix.reshape((shift_matrix.shape[0], shift_matrix.shape[1], shift_matrix.shape[2])) + return shift_matrix + + +================================================================================ +Example 270 +================================================================================ +Target: +'limit'] = limit + +Prediction: +'limit'] = limit + return self.get(path, params, _async) + + def get_quotation_kline_params(self, symbol, period, limit=None, _async=False): + params = {} + path = '/quotation/market/history/kline/params' + params['symbol'] = symbo + +================================================================================ +Example 271 +================================================================================ +Target: + print(highlight(json_str, JsonLexer(), TerminalFormatter())) + +Prediction: + return json_str + + +def pretty_json_string(obj): + if isinstance(obj, string_types): + try: + obj = json.loads(obj) + except ValueError: + raise ClientException("`obj` is not a json string") + return json.dumps(obj, so + +================================================================================ +Example 272 +================================================================================ +Target: + self.data["values"] = values + +Prediction: + self.data["Values"] = values + + def _partial_extraction_fixed(self, idx): + array_t = self.data["Temperature"][idx] + array_p = self.data["Pressure"][idx] + array_v = self.data["Values"][idx] + return array_t, array_ + +================================================================================ +Example 273 +================================================================================ +Target: + expr = self.storagehandler.expand(expr) + +Prediction: + expr = expr.replace("{Y}", str(self.storagehandler.storage[str(self.resolve_option("storage_name"))])) + expr = expr.replace("{Z}", str(self.storagehandler.storage[str(self.resolve_option("storage_name"))])) + expr = expr.replace("{W}", + +================================================================================ +Example 274 +================================================================================ +Target: + if model_list: + +Prediction: + site_models[app_config.name] = model_list + return site_models + + +class SiteModel(object): + """ + A site model is a class that holds a site and its configuration. + """ + + def __init__(self, site, config): + self.site = site + +================================================================================ +Example 275 +================================================================================ +Target: +is_websocket=True, strict_slashes=strict_slashes, + +Prediction: +strict_slashes=strict_slashes + ) + + def add_url_rule( + self, + path: str, + endpoint: Optional[str]=None, + view_func: Optional[Callable]=None, + defaults: Optional[dict]=None, + host: O + +================================================================================ +Example 276 +================================================================================ +Target: + return klass + +Prediction: + return klass + + +def get_job_class_from_str(job_str): + job_class = get_job_class(job_str) + if job_class is None: + raise ValueError("Unknown job class '%s'", job_str) + return job_class + + +def get_job_class_from_file(filename): + job_class + +================================================================================ +Example 277 +================================================================================ +Target: + else: + +Prediction: + return default + + +def is_falsey(value, default=False): + + if value is None: + return False + + if isinstance(value, bool): + return not value + + if isinstance(value, int): + return value < 0 + + falses = ('1', 'false', 'y', 'yes' + +================================================================================ +Example 278 +================================================================================ +Target: + finally: + +Prediction: + self._shutdown_unlocked(self._context) + finally: + self._lock.release() + + def _shutdown_unlocked(self, context): + if context.is_locked: + context.shutdown() + context._shutdown_called = True + + d + +================================================================================ +Example 279 +================================================================================ +Target: + self.keys.append(TrackKey(row, value, kind)) + +Prediction: + self.keys[i] = (row, value, kind) + + def save(self, filepath): + with open(filepath, 'wb') as fd: + fd.write(struct.pack('>ifb', *self.keys)) + + def __len__(self): + return len(self.keys) + + def __getitem__(self, + +================================================================================ +Example 280 +================================================================================ +Target: + return '[&R] %s%s' % (self.root.newick(),suffix) + +Prediction: + suffix = ';' + suffix + return suffix + +def newick_string(self): + if self.root.edge_length is None: + suffix = ';' + elif isinstance(self.root.edge_length,int): + suffix = ':%d;' % self.root.edge_length + + +================================================================================ +Example 281 +================================================================================ +Target: +read(num_bytes) + +Prediction: +read(num_bytes_consumed) + if len(buf) < num_bytes_consumed: + raise UnderflowDecodeError() + + return buf + + +def decode_string(f): + + buf = f.read(FIELD_U16.size) + if len(buf) < FIELD_U16.size: + raise UnderflowDecodeError() + + (num_b + +================================================================================ +Example 282 +================================================================================ +Target: +fields + +Prediction: +fields + return session.request(request) + + +def accountreport_get_all(self, start_created, end_created, session, fields=[]): + request = TOPRequest('taobao.topats.trade.accountreport.getall') + request['start_created'] = start_created + + +================================================================================ +Example 283 +================================================================================ +Target: += is_bit_set(7) + +Prediction: += is_bit_set(7) + self.loop[0] = is_bit_set(8) + self.loop[4] = is_bit_set(9) + self.loop[5] = is_bit_set(10) + self.loop[6] = is_bit_set(11) + self.loop[7] = is_bit_set(12) + self.loop[8] = is_bi + +================================================================================ +Example 284 +================================================================================ +Target: + else: + +Prediction: + sleep(delay) + else: + break + raise TimeoutError(nonres_msg) + + + def start(self): + self.ec2 = boto.connect_ec2() + self.instance_id = self.ec2.get_instance_id() + self.instance_ip = self.e + +================================================================================ +Example 285 +================================================================================ +Target: + return chem + +Prediction: + return chem + +def Control(self): + length = self.bus.read_byte_data(self.address, 0x7B) + control = [] + for n in range(length): + control.append(self.bus.read_byte_data(self.address, 0x7C + n)) + return control + + + +================================================================================ +Example 286 +================================================================================ +Target: +confirm( + +Prediction: +echo("SSH accept failed") + return False + return cmd_ssh.accept(cfg, code, keyid, pubkey) + + +def ssh_request(cfg, code, key_file, yes, **kwargs): + + for name, value in kwargs.items(): + setattr(cfg, name, value) + from . import cmd_ssh + + +================================================================================ +Example 287 +================================================================================ +Target: +layer.is_visible() + +Prediction: +layer.filters[0] if layer.filters else None + + def _filter(layer): + return layer.filters[0] if layer.filters else None + + def _layer(layer): + return layer.layers[0] if layer.layers else None + + def _layer_filter(layer): + return l + +================================================================================ +Example 288 +================================================================================ +Target: + return [self.get_3_tuple(obj,default)] + +Prediction: + return default + +def get_3_tuple(obj,default=None): + if is_sequence2(obj): + return [self.get_3_tuple(o,default) for o in obj] + elif is_sequence(obj): + return [self.get_3_tuple(obj[i:i+3],default) for i in rang + +================================================================================ +Example 289 +================================================================================ +Target: +4]): + +Prediction: +4]): + self.check_physical(token[4]) + else: + self.line_number += 1 + + def check_physical(self, token): + if token[0] == tokenize.STRING: + # Treat a string literal shorter than 80 characters long as + +================================================================================ +Example 290 +================================================================================ +Target: + zip(dep, exprs), indep, + +Prediction: + dep, exprs, **new_kwargs) + self.dep_exprs = dep_exprs + self.indep = indep + self.inner_kwargs = inner_kwargs + + def __call__(self, *args, **kwargs): + if self.inner_kwargs is None: + + +================================================================================ +Example 291 +================================================================================ +Target: + return color + +Prediction: + return color + + return self.default_color + + +class Badge(object): + """ + A badge is a single color that can be used to display a badge on a page. + """ + + def __init__(self, color=None, thresholds=None, use_max_when_value_exceeds= + +================================================================================ +Example 292 +================================================================================ +Target: +'group': + +Prediction: +'group': + id = max([i.gidNumber.value for i in id_list]) + 1 + else: + raise ldap_tools.exceptions.InvalidResult('Unknown object type') + + return id + + +def get_max_id_by_role(role): + if role == 'admin': + + +================================================================================ +Example 293 +================================================================================ +Target: + else: + +Prediction: + res.append(request) + return res + + +class ClientActionRequest(object): + def __init__(self, client_id, client_action_request_id, client_action_request_type, + client_action_request_ttl, client_action_request_leased_until, + + +================================================================================ +Example 294 +================================================================================ +Target: +more history returned from API node") + +Prediction: +history for {}".format(self["id"])) + break + + last = first + _limit + first = first + _limit + + +def get_account_history(self, first=0, last=0, limit=-1, only_ops=[], exclude_ops=[]): + """ + Get account history for a g + +================================================================================ +Example 295 +================================================================================ +Target: +top, + +Prediction: +top, + recordsetnamesuffix=recordsetnamesuffix, + **kwargs + ) + ) + for record_set in record_sets: + result[record_set['name']] = record_set + return result + except Exception as e: + + +================================================================================ +Example 296 +================================================================================ +Target: + return f + +Prediction: + return res + + def hmset(self, name, keys, values, *args): + member_encode = self.memberparse.encode + keys = [k for k in self._parse_values(keys, args)] + values = [v for k in self._parse_values(values, args)] + with s + +================================================================================ +Example 297 +================================================================================ +Target: + vcs_nodes = ET.SubElement(output, "vcs-nodes") + +Prediction: + output.text = "VCS Nodes" + output.append(ET.SubElement(config, "node_switchtype")) + output.append(ET.SubElement(config, "node_switchtype")) + output.append(ET.SubElement(config, "node_switchtype")) + output.append(ET.SubEl + +================================================================================ +Example 298 +================================================================================ +Target: +not in data: + +Prediction: +not in data: + return None + + return data['bugs'] + + def get_bug_details(self, bug_id): + return self.fetch_bug_details([bug_id]) + + def get_bug_details_for_bug(self, bug_id): + return self.fetch_bug_details([bug_id]) + + d + +================================================================================ +Example 299 +================================================================================ +Target: += suite.html() + +Prediction: += suite.html() + page += "" + return page + + def toc(self): + page = "" + for suite in self.suites: + page += suite.toc() + return page + + def get_html_head(self): + page = """ + + +================================================================================ +Example 300 +================================================================================ +Target: + assert top in dest.parents + +Prediction: + return dest + + def rel_path(self, uuid): + # type: (UUID) -> Path + return self.app_state.rel_path(uuid) + + def rel_path_from_uuid(self, uuid): + # type: (UUID) -> Path + return self.rel_path(uuid) + + def rel_path_from + +================================================================================ +Example 301 +================================================================================ +Target: + True + +Prediction: + True + + # If we're not trusted, we're not authenticated. + else: + exhausted = True + + # If we're authenticated, we check the pin hash value. + if auth: + self._set_pin_hash(request.environ) + auth = T + +================================================================================ +Example 302 +================================================================================ +Target: +show() + +Prediction: +show() + + +if __name__ == '__main__': + + hist([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]) + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +================================================================================ +Example 303 +================================================================================ +Target: +in self.transition_tensors.items()} + +Prediction: +in self.transition_tensors.items()}, + ) + + +class Transitions(object): + def __init__(self, size, environment_information, transition_tensors): + self.size = size + self.environment_information = environment_information + s + +================================================================================ +Example 304 +================================================================================ +Target: +_diagnostic(event) + +Prediction: +diagnostic(event) + else: + self.start() + + return event + + +class Stop(Exception): + pass + + +class Start(Exception): + pass + + +class Event(object): + def __init__(self, type, data): + self.type = type + self.data = data + +================================================================================ +Example 305 +================================================================================ +Target: + 1 + +Prediction: + 1 + while page <= max_pages: + try: + response = requests.get(path, params=params) + if response.status_code == 200: + break + except requests.exceptions.ConnectionError: + + +================================================================================ +Example 306 +================================================================================ +Target: +compiler + +Prediction: +compiler + + +def save(compiler, path): + + compiler.nep8 = True + compiler.entry_module = Module(path) + + +def load_module(path, use_nep8=True): + + compiler = load(path, use_nep8) + return compiler.entry_module + + +def save_module(compiler + +================================================================================ +Example 307 +================================================================================ +Target: + self._src_radius = self._src_skydir.separation(self.skydir) + +Prediction: + + self._src_sky = SkyCoord(ra=radec[0], dec=radec[1], unit=u.deg) + + self._src_sky_skydir = SkyCoord(ra=radec[0], dec=radec[1], unit=u.deg) + + self._src_sky_sky = SkyCoord(ra=radec[0], dec=radec[1], unit=u.deg) + + self._src_sky_sky + +================================================================================ +Example 308 +================================================================================ +Target: + return conn + +Prediction: + return conn + + +def _get_profile(service, region, key, keyid, profile=None): + if profile is None: + profile = __context__['profile'] + if profile is None: + profile = __context__['profile'] = {} + if region is None: + region = __ + +================================================================================ +Example 309 +================================================================================ +Target: + dn)) + +Prediction: + dn)) + for fn in filenames: + if not os.access(os.path.join(dirpath, fn), os.R_OK): + unreadable_files.append(os.path.join(dirpath, fn)) + return unreadable_dirs, unreadable_files + + +def _can_write(test_dir): + unreadable_ + +================================================================================ +Example 310 +================================================================================ +Target: += 500 + +Prediction: += e.returncode + except Exception as e: + log.error("Exception: {}".format(e)) + status = 500 + return web.Response(status=status, content=json.dumps(connectivity)) + + +async def interfaces(request: web.Request) -> web.Response: + connectiv + +================================================================================ +Example 311 +================================================================================ +Target: + "gpsBotLongitude": min(longs), + +Prediction: + "gpsBotLongitude": min(longs), + } + ) + + +class GPSStation(Station): + def __init__(self, gps): + super().__init__(gps) + self._set_optimal_area(gps) + + def __repr__(self): + return f" bool + +================================================================================ +Example 332 +================================================================================ +Target: + ]) + +Prediction: + '.net/' in str_, + '.archive/' in str_, + '.git/' in str_, + '.hg/' in str_, + '.svn/' in str_, + '.bzr/' in str_, + '.sh/' in str_, + '.bat/' in str_, + '.cmd/' in str_, + '.asp/' in str_, + + +================================================================================ +Example 333 +================================================================================ +Target: +!= RET_OK: + +Prediction: +!= RET_OK: + return RET_ERROR, msg + + return RET_OK, None + + +def subscribe(self, code_list, subtype_list): + + ret, msg, code_list, subtype_list = self._check_subscribe_param(code_list, subtype_list) + if ret != RET_OK: + + +================================================================================ +Example 334 +================================================================================ +Target: +ctx) + +Prediction: +ctx) + return arg_params, aux_params + + +def load_params(params, ctx=None): + arg_params, aux_params = load_param(params, ctx) + return arg_params, aux_params + + +def get_params(params, ctx=None): + arg_params, aux_params = load_param(params, ctx) + + +================================================================================ +Example 335 +================================================================================ +Target: +0].data.numpy() + +Prediction: +0].detach().cpu().numpy() + + # convert to a tensor + predictions = torch.from_numpy(numpy_preds) + + # predict the text on the predictions + predictions = predictions.astype('int32') + + # return the predictions + return predictions + + +def predict + +================================================================================ +Example 336 +================================================================================ +Target: + unstemmed = match.group(0) + +Prediction: + token = match.group() + + # Get the stemmed token. + stemmed = stem.stem(token) + + # Get the stemmed token as a string. + stemmed_token = stemmed.strip() + + # Add the stemmed token to the list of tokens. + tokens. + +================================================================================ +Example 337 +================================================================================ +Target: +glob + +Prediction: +glob + filenames = [os.path.join(self.cfg_dir, f) for f in filenames] + + # look for config files + for f in filenames: + if os.path.exists(f): + with open(f, 'r') as fp: + conf_values = fp.rea + +================================================================================ +Example 338 +================================================================================ +Target: + ), data=kwargs) + +Prediction: + ), json.dumps(kwargs)) + + def get_house(self, complex: str, id: str): + self.check_house(complex, id) + return self.get('developers/{developer}/complexes/{complex}/houses/{id}'.format( + developer=self.developer, + + +================================================================================ +Example 339 +================================================================================ +Target: + except Exception as e: + +Prediction: + except Exception as e: + logger.error('Error deserializing message %s: %s', key, e) + continue + if record: + self.serialize_fun(record, partition) + part + +================================================================================ +Example 340 +================================================================================ +Target: + return kafka.structs.ConsumerMetadataResponse(error, nodeId, host, port) + +Prediction: + return cls(correlation_id, error, nodeId, host, port) + + +class ConsumerMetadataResponse(object): + def __init__(self, correlation_id, error, nodeId, host, port): + self.correlation_id = correlation_id + self.error = + +================================================================================ +Example 341 +================================================================================ +Target: + try: + +Prediction: + for read2 in file_reader2: + reads_written += 1 + if reads_written % 100 == 0: + print("Writing reads for file {} of {}".format(reads_written, total_reads)) + p + +================================================================================ +Example 342 +================================================================================ +Target: + delta = naturaldelta(delta, months) + +Prediction: + if months: + return _('%s at %s') % (ago, date) + else: + return _('%s in %s') % (date, ago) + + +def date_and_delta(value): + if isinstance(value, datetime): + return value, 0 + elif isinstance(value, timedelta): + return va + +================================================================================ +Example 343 +================================================================================ +Target: += search[0].execute()[0] + +Prediction: += search.first() + return result.id + else: + return None + + +def id_to_object(self, id): + search = Service.search() + search = search.filter("term", address=id) + search = search.filter("term", protocol=id) + + +================================================================================ +Example 344 +================================================================================ +Target: + row[index] = new_item + +Prediction: + if row == index: + self._table[row] = new_item + else: + self._table[row] = new_item + + +def get_column_index(header): + if not isinstance(header, basestring): + raise TypeError("header must b + +================================================================================ +Example 345 +================================================================================ +Target: + registry.register(io_metric) + +Prediction: + registry.register_metric(io_metric) + + # Create our collectors + io_metric = Summary("read_file_io_example", + "Reading io file in disk example.", + {'host': host}) + + # register the metric collectors + + +================================================================================ +Example 346 +================================================================================ +Target: +msg, + +Prediction: +msg + ) + + def is_URL_contained_in_10320LOC(self, handle, old, handlerecord_json): + LOGGER.debug('is_URL_contained_in_10320LOC...') + + if handlerecord_json['values'][0]['id'] != old: + return False + + if handler + +================================================================================ +Example 347 +================================================================================ +Target: +0]] + +Prediction: +0]], int(genes[1]) + ib, b = order[genes[2]], int(genes[3]) + if ia == ib: + continue + if ia == ib: + continue + if ia < ib: + if ia > ib: + ia, ib = ib, ia + ia, ib = ib, ia + + +================================================================================ +Example 348 +================================================================================ +Target: +0: + +Prediction: +0: + raise Exception("JLINK_STRACE_Control failed") + + def strace_data_store_event_address(self, operation, address, address_range=0): + cmd = enums.JLinkStraceCommand.TRACE_EVENT_SET + event_info = structs.JLinkStraceEventInfo() + + +================================================================================ +Example 349 +================================================================================ +Target: + ip_addrs = set([]) + +Prediction: + ip_addrs = set() + return ip_addrs + + +def get_ips_for_instance(self, instance_id): + self._init_os_api() + instance = self._load_instance(instance_id) + try: + ip_addrs = set([self.floating_ip]) + except A + +================================================================================ +Example 350 +================================================================================ +Target: +== 1 and callable(paths[0]): + +Prediction: +== 1 and isinstance(paths[0], str): + return wrapper(paths[0]) + + return wrapper + + +def register_app(app, *paths, methods=None, name=None): + return register(app, methods=methods, name=name) + + +def register_apps(apps, *paths, methods=No + +================================================================================ +Example 351 +================================================================================ +Target: +spans: + +Prediction: +spans: + spans = self._span + self._span = ss + self._span = se + self._span = ss + self._span = se + self._span = ss + self._span = se + self._span = ss + self._span + +================================================================================ +Example 352 +================================================================================ +Target: +LaTex formatting') + +Prediction: +latex output') + parser.add_argument( + '--latex', + action='store_true', + help='enable latex output') + parser.add_argument( + '--latex_output', + action='store_true', + help='enable latex output') + parser.add_a + +================================================================================ +Example 353 +================================================================================ +Target: + (fp[i] + tn[i]) for i in range(len(fp))] + +Prediction: + (fp[i] + tn[i]) for i in range(len(fp))] + + return tpr, fpr, thresh, tp, fn, tn, fp + + +def _run_roc_node(df, pos_label, col_true, col_pred, col_scores): + tpr, fpr, thresh, tp, fn, tn, fp = [], [], [], [], [], [], [], [] + for i in range(len(df)): + + +================================================================================ +Example 354 +================================================================================ +Target: + return r + +Prediction: + return False + d.update(r) + return True + else: + return self.constraint_matches(c, m[1:]) + else: + return self.constraint_matches(c, m) + + def constraint_m + +================================================================================ +Example 355 +================================================================================ +Target: +endswith('.css'): + +Prediction: +endswith('.css'): + context['css_files'].append(path) + else: + context['css_files'].append(posixpath.join(path, 'css')) + context['css_files'].sort() + else: + context['css_files' + +================================================================================ +Example 356 +================================================================================ +Target: +text, [regex], err, msg) + +Prediction: +text, regex, msg, err) + + +def check_decade_apostrophes_short(text): + err = "dates_times.dates" + msg = u"Apostrophes aren't needed for decades." + + regex = "\d\d\d0\'s" + return existence_check(text, regex, msg, err) + + +def check_decade_apostrophes_ + +================================================================================ +Example 357 +================================================================================ +Target: +if value else "false" + +Prediction: +if value else "false" + query_parameters.append("{}={}".format(key, value)) + return "/{}/{}".format(service_name, "?".join(query_parameters)) + + +class Service(object): + """ + A service is a collection of service definitions and a metad + +================================================================================ +Example 358 +================================================================================ +Target: + r = None + +Prediction: + raise NotFoundError("Remote %s not found" % name) + except MultipleResultsFound as e: + raise MultipleResultsFound("Remote %s multiple results found" % name) + except NotFoundError as e: + rai + +================================================================================ +Example 359 +================================================================================ +Target: + return default_auto_cast_fn(self, sigOrVal, toType) + +Prediction: + raise TypeError("Cannot convert %s to %s" % (sigOrVal, toType)) + +def convertBits__val(self, sigOrVal, toType): + if isinstance(sigOrVal, Value): + return convertBits__val(self, sigOrVal, toType) + elif isinstance(toType, HBool): + if se + +================================================================================ +Example 360 +================================================================================ +Target: + """ + +Prediction: + """ + if index < 0: + index += self.size + if index < 0: + raise ValueError("index must be non-negative") + if index >= self.size: + raise ValueError("index must be less than size") + return self._buckets[index] + + +def mapBucke + +================================================================================ +Example 361 +================================================================================ +Target: +== 'precomputed': + +Prediction: +== 'l2': + return self.reweight_by_distance(coords, ii, jj, copy) + elif metric == 'l1': + return self.reweight_by_distance(coords, ii, jj, copy) + elif metric == 'l2_l1': + return self.reweight_by_distance(coords, ii, jj, copy) + elif me + +================================================================================ +Example 362 +================================================================================ +Target: + subtype='MP_JOIN-Unknown', + +Prediction: + data=temp[:size], + ) + return data + + def _read_join_syn(self, bits, size, kind): + if self._syn: + return self._read_join_syn(bits, size, kind) + else: + return self._read_join_synack( + +================================================================================ +Example 363 +================================================================================ +Target: +match: + +Prediction: +match: + continue + + semantic_commits.append( + { + "type": match.group("type"), + "scope": match.group("scope"), + "subject": match.group("subject"), + "label": match.group( + +================================================================================ +Example 364 +================================================================================ +Target: + raise errors.JLinkException('Failed to get trace region count.') + +Prediction: + return data.value + return 0 + +def trace_region_size(self, region): + cmd = enums.JLinkTraceCommand.GET_REGION_SIZE + data = ctypes.c_uint32(region) + res = self._dll.JLINKARM_TRACE_Control(cmd, ctypes.byref(data)) + + +================================================================================ +Example 365 +================================================================================ +Target: +data + +Prediction: +data + + def _update_payment_transaction_by_id_with_http_info(self, payment_transaction_id, payment_transaction, **kwargs): + # convert payment transaction to a dict + payment_transaction_dict = self._get_payment_transaction_dict(payment_trans + +================================================================================ +Example 366 +================================================================================ +Target: +times + +Prediction: +times + + def scheduled_times_for_time(self, time): + response = self.get("scheduled_times_for_time", + time=time) + data = self._load_atom_entry(response) + rec = _parse_atom_entry(data) + return rec.cont + +================================================================================ +Example 367 +================================================================================ +Target: +",".join(components)} + +Prediction: +components} + response = self.client.post(self.url, data=query_params, follow_redirects=True, timeout=self.timeout) + if response.status_code != 200: + print("Error while creating component from zip file") + return + + + +================================================================================ +Example 368 +================================================================================ +Target: +disableAutoDeployment): + +Prediction: +get('auto_deployment')): + logger.debug('User script %s is not auto-deployed. No need to auto-deploy it.', userScript) + userScript = None + else: + logger.debug('User script %s is auto-de + +================================================================================ +Example 369 +================================================================================ +Target: +maximum(np.abs(activation) - threshold, 0.) * np.sign(activation) + +Prediction: +softmax(activation) + elif thresholdType == 'hard': + return np.hardmax(activation, axis=1) + elif thresholdType == 'max': + return np.max(activation, axis=1) + elif thresholdType == 'min': + return np.min(activation, axis=1) + elif thr + +================================================================================ +Example 370 +================================================================================ +Target: + else: + +Prediction: + if node.parent.parent_of(node) is not None: + offset = node.parent.parent_of(node).offset + if node.parent.parent_of(node) is not None: + offset = node.parent.parent_of(node).offset + if node.pare + +================================================================================ +Example 371 +================================================================================ +Target: +fix_indentation_depth(output) + +Prediction: +'\n'.join(output.splitlines()) + else: + return '\n'.join(output.splitlines()) + + +def pretty_print_graphql_string(query): + return pretty_print_graphql(query, use_four_spaces=False) + + +def pretty_print_graphql_string_four_spaces(query): + return + +================================================================================ +Example 372 +================================================================================ +Target: +blob_file.group("blob")) + +Prediction: +blob_file.group("blob")) + + +class _REMOTE_FILE(object): + def __init__(self, name, storage, container, blob): + self.name = name + self.storage = storage + self.container = container + self.blob = blob + + def __repr__(self): + + +================================================================================ +Example 373 +================================================================================ +Target: + try: + +Prediction: + df = pd.read_text(filepath, **kwargs) + + return df + + +def superReadFiles(filepaths, **kwargs): + """ + Read a list of files and return a list of dataframes. + """ + dfs = [] + for filepath in filepaths: + df = superReadFile(filepat + +================================================================================ +Example 374 +================================================================================ +Target: + self.maxsize: + +Prediction: + self.maxsize: + self.not_full.release() + raise StopIteration + else: + while self._qsize() > self.maxsize: + self.not_full.wait() + if self._q + +================================================================================ +Example 375 +================================================================================ +Target: + return(df) + +Prediction: + return None + return df + +def df_to_csv(df, file_name): + df.to_csv(file_name, index=False) + +def df_to_tsv(df, file_name): + df.to_tsv(file_name, index=False) + +def df_to_df(df, file_name): + df.to_df(file_name, index=False) + +def df_to_df_str + +================================================================================ +Example 376 +================================================================================ +Target: + self.websocket.close() + +Prediction: + self.websocket.close() + self.websocket = None + + if self.socket is not None: + self.socket.close() + self.socket = None + + self.logger.debug('Connection closed.') + + def connect(self, host, port, use + +================================================================================ +Example 377 +================================================================================ +Target: + dev_id = self.hex + +Prediction: + dev_id = '{}{:02d}'.format(self.housecode, self.unitcode) + return dev_id + + +class X10_Controller(object): + def __init__(self, controller, device_id): + self._controller = controller + self._device_id = device_id + sel + +================================================================================ +Example 378 +================================================================================ +Target: + for event in self._events: + +Prediction: + self._changed.send(self) + + +class Check(object): + """ + A check that checks that a value is a valid string. + """ + + def __init__(self, value: str): + self._value = value + self._changed = Event() + + def __enter__(self): + + +================================================================================ +Example 379 +================================================================================ +Target: + return await bot.request(self.method, self.cleanup()) + +Prediction: + else: + return self.cleanup() + + async def cleanup(self): + return self.response + + async def send_response(self, bot, response): + self.response = response + await bot.send_text(response) + + async def send_error(s + +================================================================================ +Example 380 +================================================================================ +Target: +join(lines) + +Prediction: +join(lines) + finally: + lines = None + + +def __opts__(self): + return self.__dict__ + + +def __setattr__(self, name, value): + if name in self.__dict__: + raise AttributeError("%r is an attribute on this object" % name) + setattr(self.__cla + +================================================================================ +Example 381 +================================================================================ +Target: + chamber_name) + +Prediction: + chamber_name) + elif 'passed_upper' in status: + chamber_name = (metadata['chambers']['upper']['name'] + if metadata else 'upper chamber') + long_de + +================================================================================ +Example 382 +================================================================================ +Target: + data[0][c]['precursor'] = {"seq": precursor_sequence(loci[0][0:5], args.ref)} + +Prediction: + logger.debug("creating loci: {}".format(loci)) + safe_dirs(os.path.join(out_dir, loci)) + valid, ann, pos_structure = _single_cluster(loci, data, os.path.join(out_dir, loci, "maps.tsv"), args) + data[0][loci].update({'profile': po + +================================================================================ +Example 383 +================================================================================ +Target: + x1, y1 = vertexes[0] + +Prediction: + vertex = vertexes[0] + x, y = vertex[0], vertex[1] + if xfactor < 1: + x = x * xfactor + if yfactor < 1: + y = y * yfactor + if x < plotxmin: + + +================================================================================ +Example 384 +================================================================================ +Target: += JSONAPIResponse() + +Prediction: += {'status': 'success'} + return response + + +def _fetch_resource(session, api_type, obj_id, permission): + resource = session.query(Resource).filter_by(api_type=api_type, + obj_id=obj_id, + + +================================================================================ +Example 385 +================================================================================ +Target: + _handle_encrypted(m, m, session_keys) + +Prediction: + _handle_encrypted_signatures(m, m, p) + + # handle OpenPGP signed data with session keys + elif (m.get_content_subtype() == 'signed' and + p.get('protocol') == _APP_PGP_SIG and + session_keys is not None): + + +================================================================================ +Example 386 +================================================================================ +Target: + return self + +Prediction: + if refresh: + with open(idx_file, 'r') as fd: + self.deserialize(fd) + + return self + + +def get_cache_dir(): + if sys.platform == 'win32': + return os.path.join(os.environ['APPDATA'], 'Local', 'Cache' + +================================================================================ +Example 387 +================================================================================ +Target: + (userid, interface)) + +Prediction: + (userid, interface)) + LOG.debug("Set switch to NULL for user %s with nic %s " + "in switch table" % + (userid, interface)) + + def switch_update_record(self, useri + +================================================================================ +Example 388 +================================================================================ +Target: + ), + +Prediction: + ).decode('ascii') + ) + return hashnum + + +def _new_ca_name(hashnum): + return b'ca_' + binascii.hexlify( + b'_'.join(( + salt.utils.stringutils.to_bytes(hashnum), + os.urandom(5) if six.PY3 else os.urandom(5).encode(' + +================================================================================ +Example 389 +================================================================================ +Target: + error_list = [None,None, + +Prediction: + + # ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- + +================================================================================ +Example 390 +================================================================================ +Target: + try: + +Prediction: + try: + socket.socket = socket.https + socket.ssl = True + proxy_type = socket.HTTPS + except AttributeError: + socket.socket = socket.http + socket.ssl = False + + +================================================================================ +Example 391 +================================================================================ +Target: + ) + +Prediction: + ) + + +def _add_dynamic_loading_option_for_infura(config: ConfigParser) -> None: + config.set( + "defaults", + "#– To connect to Infura use dynamic_loading: infura", + "", + ) + config.set( + + +================================================================================ +Example 392 +================================================================================ +Target: +slug and slug_field: + +Prediction: +slug: + lookup_kwargs['slug'] = slug + else: + lookup_kwargs['slug'] = model._meta.get_field(slug_field).widget + + if model._meta.has_attachment: + lookup_kwargs['attachment'] = model._meta.attachment + + if model._meta.get_field(slu + +================================================================================ +Example 393 +================================================================================ +Target: + finally: + +Prediction: + except MissingRoleError as e: + raise e + except Exception as e: + raise e + return method(*args, **kwargs) + return wrapper + return decorator + + +def roles_rejected(*rejected_rolenames): + + +================================================================================ +Example 394 +================================================================================ +Target: +None, + +Prediction: +None, + format_registry_value=None, + format_registry_value_type=None, + format_registry_value_value=None, + format_registry_value_value_type=None, + format_registry_value_value_value=None, + format_registry_value_value_ + +================================================================================ +Example 395 +================================================================================ +Target: +protocol) + +Prediction: +protocol) + if ret != 0: + raise Exception("Failed to add security group rule") + + return ret + + +def remove(env, securitygroup_id, remote_ip, remote_group, + direction, ethertype, port_max, port_min, protocol): + mgr = SoftLayer.Networ + +================================================================================ +Example 396 +================================================================================ +Target: + if topic: + +Prediction: + + for topic in all_topics: + if topic not in topic: + continue + + if topic not in group_offsets: + group_offsets[topic] = [] + + group_offsets[topic].append(group) + + return group_offset + +================================================================================ +Example 397 +================================================================================ +Target: + elif ne == 3: + +Prediction: + if key in attr_dict: + attr_dict[key] = attr_dict[key] + dd + else: + attr_dict[key] = dd + elif ne == 3: + u, v, key = e + if key in attr_dict: + + +================================================================================ +Example 398 +================================================================================ +Target: +existence_check( + +Prediction: +re.match(regex, text) is not None + + +def check_multiplication_symbol_error(text): + err = "typography.symbols.multiplication_symbol_error" + msg = u"Use the multiplication symbol ×, not the letter x." + regex = "[0-9]+ ?x ?[0-9]+" + + return re.matc + +================================================================================ +Example 399 +================================================================================ +Target: +class_name]}} + +Prediction: +class_name]}} + report_table[str(class_name)] = report_table[str(class_name)]["~"] + report_table[str(class_name)]["~"] = report_table[str(class_name)]["~"]["~"] + report_table[str(class_name)]["~"]["~"] = report_table[str(class_name)]["~ + +================================================================================ +Example 400 +================================================================================ +Target: + cert.get_signature_algorithm() + +Prediction: + cert.get_subject().CN.algorithm + if cert_algorithm != ca_cert.get_subject().CN.algorithm: + return False, ("CA certificate and the signed certificate " + "algorithms must be the same.") + + re + +================================================================================ +Example 401 +================================================================================ +Target: + sys.exit(1) + +Prediction: + return False + return True + + +def checkout(vcs): + if not vcs.is_clean_checkout(): + return False + if not vcs.is_clean_checkout(): + return False + if not vcs.is_clean_checkout(): + return False + return True + + +def c + +================================================================================ +Example 402 +================================================================================ +Target: +client.transport.request(self.req_list) + +Prediction: +send_results() + self.sent = False + return results + + def send_results(self): + results = [] + for i in range(len(self.results)): + results.append(self.results[i]) + return results + + def send_results_to + +================================================================================ +Example 403 +================================================================================ +Target: +to_save) + +Prediction: +{ + 'jid': jid, + 'load': to_save, + 'minions': minions + }) + else: + #using .copy() to ensure original data for load is unchanged + mdb.jobs.insert_one({ + 'jid': jid, + 'load': to_sav + +================================================================================ +Example 404 +================================================================================ +Target: +ret_vector) + +Prediction: +ret_vector) + + +def tangent_surface_single(obj, param, normalize): + if param.type == 'float': + return obj.tangent_surface_single_float(param.value, normalize) + elif param.type == 'int': + return obj.tangent_surface_single_int(param.value, + +================================================================================ +Example 405 +================================================================================ +Target: += resolver.Resolver.OpenFileObject( + +Prediction: += self._CreateFileObject(path_spec) + file_object.SetParent(path_spec) + return file_object + + +def _CreateFileObject(self, path_spec): + """Creates a new file object from the given path spec. + + Args: + path_spec: The path spec to create a file + +================================================================================ +Example 406 +================================================================================ +Target: + except Exception as e: # pragma: no cover + +Prediction: + tmp_file.close() + os.remove(tmp_file.name) + else: + os.remove(f) + except: + pass + + def _clean_line(self, l): + if len(l) > 0: + if l[0] == ' + +================================================================================ +Example 407 +================================================================================ +Target: +(closed, submitted) + +Prediction: +closed, submitted + + +class ESFilters(object): + """ + A class to hold all the filters that are applied to a single es ticket. + """ + + def __init__(self, es_url, es_index, start, end, interval, closed, + submitted, closed_at, field_da + +================================================================================ +Example 408 +================================================================================ +Target: + return self._check_and_get(self._data, ctx) + +Prediction: + return self._data + +def row_sparse_data(self, ctx=None): + if self._stype != 'default': + raise RuntimeError("Cannot return a copy of Parameter '%s' on ctx %s via row_sparse_data() " \ + "because its stor + +================================================================================ +Example 409 +================================================================================ +Target: +) # raises PermissionDenied + +Prediction: +) + return self._provider_session.get_comments_for_reference_on_date(reference_id, from_, to) + + def get_comments_for_reference_on_date_template(self, reference_id, from_, to): + # Implemented from azosid template for - + # osid.relatio + +================================================================================ +Example 410 +================================================================================ +Target: + doc[name or root] = d + +Prediction: + entries.append(d) + total = None + entries = [] + name = None + total = None + elif not line: + if name is not None: + d = Directory(name, total or len(entries), + +================================================================================ +Example 411 +================================================================================ +Target: + tenary_translation) + +Prediction: + tenary_translation) + # Check if the code is a string literal + if '"' in new: + cond_ind = new.find('"') + tenary_start = 0 + for ass in re.finditer(ASSIGNMENT_MATCH, n + +================================================================================ +Example 412 +================================================================================ +Target: +self._trigger_repoint + +Prediction: +self._trigger_repoint, + destination=self.destination, + repoint=self._trigger_repoint, + repoint_type=self._trigger_repoint_type, + repoint_type_type=self._trigger_repoint_type_type, + repoint_type_id=self + +================================================================================ +Example 413 +================================================================================ +Target: + log.info("Pulling image %s:%s.", config_id.config_name, config_id.instance_name) + +Prediction: + return self._login_registries[registry](action, image, **kwargs) + else: + return self._login_registries[registry](action, image, **kwargs) + + +class LoginRegistry(object): + def __init__(self, registry, image, insecure_registry + +================================================================================ +Example 414 +================================================================================ +Target: +phase, plugin, 'koji_hub', koji_hub) + +Prediction: +phase, plugin, '--koji-hub', koji_hub) + self.dj.dock_json_set_arg(phase, plugin, '--koji-root', koji_root) + + self.dj.dock_json_set_arg(phase, plugin, '--plugin-name', self.spec.name) + self.dj.dock_json_set_arg(phase, plugin, '--plugin- + +================================================================================ +Example 415 +================================================================================ +Target: + try: + +Prediction: + conn.delete_affinity_group(name=kwargs['name']) + + return {} + + +def get_affinity_group(kwargs=None, conn=None, call=None): + if call != 'function': + raise SaltCloudSystemExit( + 'The get_affinity_group function must be called with - + +================================================================================ +Example 416 +================================================================================ +Target: + else: + +Prediction: + return output + + +def _node_id(self, tax_id): + s = select([self.nodes.c.parent_id, self.nodes.c.rank], + self.nodes.c.tax_id == tax_id) + res = s.execute() + output = res.fetchone() + if not output: + + +================================================================================ +Example 417 +================================================================================ +Target: + return i + +Prediction: + return None + +def set_gravity(self, name): + if name in GRAVITIES: + self._gravity = GRAVITIES[name] + else: + raise ValueError("Invalid gravity name: %s" % name) + +def gravity_name(self): + return gravity(self) + + +================================================================================ +Example 418 +================================================================================ +Target: + weight in core_sems: + +Prediction: + con_sems in enumerate(core_sems): + vecs[i, con] = con_sems + + return vecs + + +def _extract_core_semantics(docs): + core_sems = [] + for doc in docs: + core_sems.append(self._extract_core_semantics(doc)) + ret + +================================================================================ +Example 419 +================================================================================ +Target: + else: + +Prediction: + hare_value = hare.next() + else: + tortise = f_generator(hare_value) + tortise_value = tortise.next() + hare_value = hare.next() + yield hare_value + else: + powe + +================================================================================ +Example 420 +================================================================================ +Target: + if self._certificate is None: + +Prediction: + return self._session_context.intermediates + + def _raise_closed(self): + raise ClosedError() + + def _raise_open(self): + raise OpenError() + + def _raise_close(self): + raise CloseError() + + def _raise_eof(self): + ra + +================================================================================ +Example 421 +================================================================================ +Target: + f + +Prediction: + True + return f + else: + return f + + return decorator + + def _intent_prompts(self): + return {} + + def _intent_prompts_for(self, intent_name): + return self._intent_prompts.get(intent_name) + + + +================================================================================ +Example 422 +================================================================================ +Target: + mapping['authors'] = iotile.authors + +Prediction: + mapping['version'] = iotile.version + mapping['author'] = iotile.author + mapping['author_email'] = iotile.author_email + mapping['license'] = iotile.license + mapping['description'] = iotile.description + mapping['keywords'] = iotile.keyword + +================================================================================ +Example 423 +================================================================================ +Target: + kwargs) + +Prediction: + **kwargs) + + +class ListGenerator(object): + def __init__(self, resp, list_queues, parent=None, prefix=None, marker=None, + timeout=None): + self.resp = resp + self.list_queues = list_queues + self.parent = parent + + +================================================================================ +Example 424 +================================================================================ +Target: +provided for conversion for '{}'" + +Prediction: +provided for conversion for '{}'." + .format(func_name)) + for i, type in enumerate(types): + if type not in defaults: + raise ParseThisError("Type '{}' not provided for conversion for '{}'." + + +================================================================================ +Example 425 +================================================================================ +Target: + fus_args[idx] = arg + +Prediction: + if arg.namespace == fus1_ns: + fus_args[idx] = arg.value + + fus_args = [fus_args[0], fus_args[1], fus_args[2]] + + fus_args = [fus_args[0], fus_args[1], fus_args[2]] + + fus_args = [fus_args[0], fus_args[1], fus_args[2]] + + fus_args + +================================================================================ +Example 426 +================================================================================ +Target: +unset, + +Prediction: +unset, + default_fcm_notification_service_sid=values.unset, + default_fcm_notification_service_page_id=values.unset, + default_fcm_notification_service_sid=values.unset, + default_fcm_notification_service + +================================================================================ +Example 427 +================================================================================ +Target: + vrf_name = kwargs.pop('vrf_name', '') + +Prediction: + vrf_name = kwargs['vrf_name'] + rt = kwargs['rt'] + rt_value = kwargs['rt_value'] + rt_args = dict(rbridge_id=rbridge_id, vrf_name=vrf_name, + action=rt, target_community=rt_value) + + +================================================================================ +Example 428 +================================================================================ +Target: +next_block += 1 + +Prediction: +pending_complete = True + self.context.next_block = pkt.blocknumber + 1 + self.context.send_dat() + return None + else: + log.debug("Got ACK for block %d with no pending complete + +================================================================================ +Example 429 +================================================================================ +Target: + code = """function(value, arg) { + +Prediction: + # https://github.com/riak-rbd/riak_kv/blob/master/riak_kv/riak_kv.py#L119 + if 'reduceLimit' in options: + del options['reduceLimit'] + return self._reduce(options) + + +def reduce_all(self, limit, options=None): + if optio + +================================================================================ +Example 430 +================================================================================ +Target: + scope = self.FindFileContainingSymbol(full_name) + +Prediction: + scope = self.FindMessageTypeByName(scope) + return scope.FindExtensionByName(extension_name) + + +def FindMessageTypeByName(self, full_name): + full_name = _NormalizeFullyQualifiedName(full_name) + message_name, _, extension_name = full_name.rpart + +================================================================================ +Example 431 +================================================================================ +Target: + "SSH agent didn't provide any valid key. Trying to continue..." + +Prediction: + "Could not get agent keys from paramiko. This is probably a bug. Please check the logs for more information." + ) + return None + + agent_keys = [] + for key in _agent_keys: + agent_keys.append(key.g + +================================================================================ +Example 432 +================================================================================ +Target: +response_adu + +Prediction: +response_adu + + +def get_meta_data(request_adu): + meta_data = {} + meta_data['request_adu'] = request_adu + meta_data['response_adu'] = request_adu + meta_data['response_pdu'] = request_adu + meta_data['response_pdu_type'] = 'r + +================================================================================ +Example 433 +================================================================================ +Target: +b5 + 8) >> 4) / 10 + +Prediction: +b5 * self.cal['AC6']) >> 15) - 127 + + +class AC7(AC6): + def __init__(self, cal, serial=None): + AC6.__init__(self, cal, serial) + self.cal['MC'] = 0 + self.cal['MD'] = 0 + self.cal['AC5'] = 0 + self.cal['AC4'] = 0 + sel + +================================================================================ +Example 434 +================================================================================ +Target: + if stats: + +Prediction: + if stats: + self.server.stats.send_stats(msg) + + def send_pack(self, msg): + self.send_jsonified(msg, stats=False) + + def send_unpack(self, msg): + self.send_jsonified(msg, stats=True) + + def send_pack_response(self, msg + +================================================================================ +Example 435 +================================================================================ +Target: += labels[instance_of] + +Prediction: += 'instance of' + else: + self.data['what'] = 'not instance of' + + if self.data['what'] == 'instance of': + self.data['what'] = 'instance of wikidata' + else: + self.data['what'] = 'not instance of wikidata' + + +================================================================================ +Example 436 +================================================================================ +Target: + ) + +Prediction: + response=self.response, + session=self.session, + session_store=self.session_store, + session_store_store=self.session_store_store, + session_store_store=self.session_store_store, + session_stor + +================================================================================ +Example 437 +================================================================================ +Target: + p.wait() + +Prediction: + p.wait() + p = subprocess.Popen('cd {0} && ./bootstrap.sh'.format(tarball), shell=True) + p.wait() + p = subprocess.Popen('cd {0} && ./bootstrap.sh'.format(tarball), shell=True) + p.wait() + p = subprocess.Popen('cd {0} && ./bootstrap.sh'.for + +================================================================================ +Example 438 +================================================================================ +Target: + for i in diffs: + +Prediction: + if diffs is not nm: + self._report_incongruency("Differences in registers and memory!") + return False + + # make sure the differences in registers and memory are actually just renamed + # versions of the + +================================================================================ +Example 439 +================================================================================ +Target: +f.name), f.dtype) + +Prediction: +f.name), dtype=container, defVal=defVal) + if r is not None: + return r + return container + elif isinstance(dtype, HStruct): + return dtype.fromPy(None) + elif isinstance(dtype, HStru + +================================================================================ +Example 440 +================================================================================ +Target: +ptr, libcrypto.X509_dup(value.cert)) + +Prediction: +sk, value) + +def pop(self): + if not self.need_free: + raise ValueError("Stack is read-only") + if not isinstance(self.sk, X509): + raise TypeError('StackOfX509 can contain only X509 objects') + value = sk_pop(self.sk) + + +================================================================================ +Example 441 +================================================================================ +Target: + return self._extract_compound_mass(other[0], other[1]) + +Prediction: + return self._extract_mass_tuple(other) + + # Extract the specified mass of the specified compound. + elif self._is_compound_mass_tuple(other.compound): + return self._extract_mass_tuple(other.compound) + + # Extract th + +================================================================================ +Example 442 +================================================================================ +Target: + 2 + +Prediction: + 2 + sigma = np.maximum(sigma, 1e-12) + sigma = np.minimum(sigma, 1e12) + sigma = np.maximum(sigma, 1e-12) + sigma = np.minimum(sigma, 1e12) + sigma = np.maximum(sigma, 1e-12) + sigma = np.minimum(sigma, 1e12) + si + +================================================================================ +Example 443 +================================================================================ +Target: + out_handle.write(line) + +Prediction: + out_handle.write(line) + else: + out_handle.write(line) + out_handle.write("\n") + out_handle.flush() + out_handle + +================================================================================ +Example 444 +================================================================================ +Target: +struct.pack(">I", self.timestamp) + +Prediction: +bytes([self.remaining_time_fp1 >> 8 & 255, self.remaining_time_fp1 & 255]) + payload += bytes([self.remaining_time_fp2 >> 8 & 255, self.remaining_time_fp2 & 255]) + payload += bytes([self.remaining_time_fp3 >> 8 & 255, self.remaining_time_fp3 & + +================================================================================ +Example 445 +================================================================================ +Target: + 'id', '--rev=%s' % revision, '--debug', '--id').rstrip('+') + +Prediction: + 'rev-list', '--pretty=format:%H', revision) + return output.strip() + + def get_revision_id(self, revision): + # Make sure the local repository exists. + self.create() + # Try to find the revision id of the specified revision. + + +================================================================================ +Example 446 +================================================================================ +Target: + try: + +Prediction: + def mk_route_schema_v2(): + s = Struct('Route', ApiNamespace('stone_cfg'), None) + s.set_attributes(None, [], None) + s.set_attributes(None, [], None) + return s + + def mk_route_schema_v3(): + + +================================================================================ +Example 447 +================================================================================ +Target: + with open(test_file, 'r') as reader: + +Prediction: + baseline_feature = [] + bleu_score = [] + for line in test_file: + line = line.strip() + if line.startswith('#'): + continue + if line.startswith('#'): + continue + if line.startswith('#'): + + +================================================================================ +Example 448 +================================================================================ +Target: +close() + +Prediction: +close() + + return structure + + +def structure_from_ncdata_file(filename, site_properties=None, cls=Structure): + """ + Read a structure from a ncdata file. + + Parameters + ---------- + filename : str + The ncdata file to read. + site_prop + +================================================================================ +Example 449 +================================================================================ +Target: +join([ + +Prediction: +join([symbols[binary[i]] for i in range(0, 16)]) + + +def decode_ulid_base32(binary): + assert len(binary) == 16 + + if not py3 and isinstance(binary, str): + binary = [ord(b) for b in binary] + + symbols = _symbols + return ''.join([symbols[binar + +================================================================================ +Example 450 +================================================================================ +Target: +kind) + +Prediction: +kind) & + (TabPost.current_page_num == current_page_num) + ).order_by(TabPost.current_page_num) + + +def query_pager_by_slug_and_tag(slug, tag, kind='1', current_page_num=1): + return TabPost.select().join( + TabPost2Tag, on=(T + +================================================================================ +Example 451 +================================================================================ +Target: + return np.array(path_ids) + +Prediction: + path_ids.append(path_id) + return path_ids + + def connected_paths_in_range(self, path_id, include_self=False): + if len(self.root) == 1: + path_ids = np.arange(len(self.polygons_closed)) + else: + path_id + +================================================================================ +Example 452 +================================================================================ +Target: + update_func() + +Prediction: + thread._updated = update_func() + elapsed = time.time() - start + thread.set_elapsed(elapsed) + + thread.wait_to_resume() + + +def make_update_loop_for_thread(thread, update_func): + while not thread.should_stop(): + if thread + +================================================================================ +Example 453 +================================================================================ +Target: + else: + +Prediction: + else: + val += c + prevC = c + if val != "": + args.append(val) + return val + + if name == "": + raise Exception("Invalid spec name: " + rest) + + if name == "*": + return args + + if name in kwargs: + return kwargs[name] + + return [name] + +de + +================================================================================ +Example 454 +================================================================================ +Target: +ValueError("Function must return ndarray") + +Prediction: +RuntimeError("Error evaluating function on test array, got error:\n %s" % atest) + + return atest.astype(self.dtype) + + +def map_partition(self, func, num_partitions): + vshape = self.shape[self.split:] + x = self._rdd.values().first() + + +================================================================================ +Example 455 +================================================================================ +Target: + return r + +Prediction: + break + else: + raise TypeError("`flags` needs to be a string or integer type") + + return r + + +def str_flags(flags, mapper=const.PERM_STRING_MAP): + + r = 0 + if not flags: + return r + + if isinstance(flags, six. + +================================================================================ +Example 456 +================================================================================ +Target: + payload = _determine_toggles(payload, toggles) + +Prediction: + toggles = _determine_toggles(toggles) + + #build policies + policies = _build_policies(policies) + + #build rules + rules = _build_rules(rules) + + #build related_rules + related_rules = _build_related_rules(related_rules) + + #build flows + + +================================================================================ +Example 457 +================================================================================ +Target: + return callback(config) + +Prediction: + if callback: + callback(self, **kwargs) + + return logical_chassis_fwdl_sanity + + +class LogicalChassisFwdlSanity(object): + def __init__(self, config, callback=None): + self.config = config + self.callback = callback + + + +================================================================================ +Example 458 +================================================================================ +Target: + continue + +Prediction: + continue + if name is not None and record['Name'] != name: + continue + if content is not None and record['Content'] != content: + continue + records.append(record) + return re + +================================================================================ +Example 459 +================================================================================ +Target: + elif whence == os.SEEK_CUR: + +Prediction: + elif whence == os.SEEK_CUR: + if pos < 0: + self.position = max(self.position + pos, 0) + else: + self.position = min(self.position + pos, self.size) + elif whence == os.SEEK_END: + se + +================================================================================ +Example 460 +================================================================================ +Target: + words.append((long_word >> 32) & bitmask) # First 32-bits + +Prediction: + bitmask >>= 32 + words.append((long_word & bitmask) >> 32) # Last 32-bits + bitmask >>= 32 + words.append(long_word & bitmask) # Last 32-bits + bitmask >>= 32 + words.append((long_word + +================================================================================ +Example 461 +================================================================================ +Target: + else: + +Prediction: + else: + self.set_color(row, col, updated_grid[row][col]) + + return updated_grid + + +def replace_color(self, updated_color): + for row in range(self.get_grid_height()): + for col in range(self.get_grid_w + +================================================================================ +Example 462 +================================================================================ +Target: + return utcnow.override_time + +Prediction: + pass + return utcnow.now() + + +def utcnow_nocheck(): + return utcnow() + + +def utcnow_nocheck_nocheck(): + return utcnow() + + +def utcnow_nocheck_nocheck(): + return utcnow() + + +def utcnow_nocheck_nocheck(): + return utcnow() + + +def utcnow_no + +================================================================================ +Example 463 +================================================================================ +Target: +'{}'".format(filename)) + +Prediction: +%s" % filename) + else: + print_err("Unable to remove %s" % filename) + return + print_ok("Removed %s" % filename) + + def do_rmdir(self, line): + args = self.line_to_args(line) + filenam + +================================================================================ +Example 464 +================================================================================ +Target: + local_filepath = local_filepath_override + +Prediction: + local_filepath = local_filepath_override + + return global_config, local_filepath + + +def get_local_config_filepath(config_filepath, override=False): + if override: + return override_config_filepath(config_filepath) + + return config_filepa + +================================================================================ +Example 465 +================================================================================ +Target: + h.Allow("aff4:/artifact_store/*") + +Prediction: + + # Allow everyone to read the artifact store data. + h.Allow("aff4:/artifact_store/*") + + # Allow everyone to read the artifact store data. + h.Allow("aff4:/artifact_store/*/*") + + # Allow everyone to read the artifact store data. + h.Allow(" + +================================================================================ +Example 466 +================================================================================ +Target: +scheme, None), None) + +Prediction: +scheme, None), + DEFAULT_PORTS.get(new_parsed.scheme, None)) + if (changed_port and changed_scheme and old_parsed.port in default_port + and new_parsed.port in default_port): + return False + + # Oth + +================================================================================ +Example 467 +================================================================================ +Target: +E0] = 0. + +Prediction: +0] = 0 + het[E[:, None] > 0] = 0 + het[E[:, None] == 0] = 0 + het[E[:, None] == 1] = 0 + het[E[:, None] == 2] = 0 + het[E[:, None] == 3] = 0 + het[E[:, None] == 4] = 0 + het[E[:, None] == 5] = 0 + het[E[:, None] == 6] = 0 + het[E[:, None] + +================================================================================ +Example 468 +================================================================================ +Target: +False + +Prediction: +False + else: + return True + +def to_png(ly_string, filename, command): + """A helper function for to_png and to_pdf. Should not be used directly.""" + ly_string = '\\version "2.10.33"\n' + ly_string + if filename[-4:] in ['.pdf', '.png']: + + +================================================================================ +Example 469 +================================================================================ +Target: += 1: + +Prediction: += default_team: + team = self._header.lobby.teams[i - 1] + teams[i] = team + else: + teams[i] = team + return teams + + +class Player(object): + def __init__(self, name, player_id, attributes, teams) + +================================================================================ +Example 470 +================================================================================ +Target: +.v2019_03_01.operations import GalleryImagesOperations as OperationClass + +Prediction: +.v2019_03_01.operations import GalleryImagesOperations as OperationClass + elif api_version == '2019-06-01': + from .v2019_06_01.operations import GalleryImagesOperations as OperationClass + else: + raise ValueError("API ver + +================================================================================ +Example 471 +================================================================================ +Target: +snap in snapshots) + +Prediction: +snap in snapshots) + + return preconditions + + +def _preconditions_snapshots_postconditions(checker: Callable) -> _PrePostSnaps: + preconditions = getattr(checker, "__preconditions__", []) # type: List[List[icontract._Contract]] + + assert all(isinstanc + +================================================================================ +Example 472 +================================================================================ +Target: + return target_roots[0] + +Prediction: + else: + return target_roots[0] + + def get_target_root(self): + return self.context.target_roots[0] + + def get_target_root_path(self): + return self.context.target_root_path + + def get_target_root_paths(self): + return self.context.target_root + +================================================================================ +Example 473 +================================================================================ +Target: +S_ISDIR(st.st_mode) + +Prediction: +S_ISDIR(st.st_mode) + +def isfile(s): + try: + st = os.stat(s) + except os.error: + return False + return stat.S_ISREG(st.st_mode) + +def islink(s): + try: + st = os.stat(s) + except os.error: + return False + return stat.S_ + +================================================================================ +Example 474 +================================================================================ +Target: +dense(1.0 - x, filter_size, name="hidden1b") + +Prediction: +dense(x, filter_size, name="hidden1b") + h2a = tf.layers.dense(x, filter_size, name="hidden2a") + h2b = tf.layers.dense(x, filter_size, name="hidden2b") + h2c = tf.layers.dense(x, filter_size, name="hidden2c") + h2d = tf.layers.dense(x, filter_size + +================================================================================ +Example 475 +================================================================================ +Target: + else: + +Prediction: + else: + raise ValueError("Invalid table name: %r" % tablename) + else: + raise ValueError("Invalid table name: %r" % tablename) + + def onecmd(self, cmd): + return self.do_command(cmd) + + def do_command(se + +================================================================================ +Example 476 +================================================================================ +Target: + return url + +Prediction: + return url + + +def get_country_code(url): + return url.split('?')[1].split('&')[0] + + +def get_country_code_from_url(url): + return url.split('?')[1].split('&')[0] + + +def get_country_code_from_query(query): + return query.split('?')[1].split('&')[0] + + + +================================================================================ +Example 477 +================================================================================ +Target: + if stop_price: + +Prediction: + if stop_price: + return StopOrder(stop_price, asset=asset) + return None + + +def __convert_order_params_for_blotter_to_dict(asset, + limit_price, + + +================================================================================ +Example 478 +================================================================================ +Target: + ' + +Prediction: + ' + message += '\n Expected input tensor shape: {}.'.format(get_backend(tensor).shape(tensor)) + raise EinopsError(message) + + +def _prepare_transformation_recipe(pattern: str, reduction: str, axes_lengths: int): + """ + Prepare a transforma + +================================================================================ +Example 479 +================================================================================ +Target: + result.append(api._replace(method=normalized_method)) + +Prediction: + # in the case of a method call that returns a namedtuple. This is necessary because the namedtuple is not + # a copy of the original namedtuple. This is because the namedtuple is not a copy of the original namedtuple. + + +================================================================================ +Example 480 +================================================================================ +Target: + netease.download_playlist_by_id(id, 'playlist'+str(id)) + +Prediction: + netease.download_playlist_by_id(id) + + +def playlist_info(netease, name, id): + if name: + netease.download_playlist_info_by_search(name) + + if id: + netease.download_playlist_info_by_id(id) + + +def playlist_info_info(netease, name, id) + +================================================================================ +Example 481 +================================================================================ +Target: + arglen = len(aspec.args) + +Prediction: + arglen = len(aspec.args) + if aspec.args[0] is None: + arglen = 0 + else: + arglen = len(aspec.args[0]) + if aspec.args[1] is None: + deflen = 0 + +================================================================================ +Example 482 +================================================================================ +Target: +node.sourcepos[0][0] + +Prediction: +node.line + o.column = node.column + return o + +def section(node): + o = nodes.section('', ' '.join(node.text)) + o.line = node.line + o.column = node.column + return o + +def section_header(node): + o = nodes.section('', ' '.join(node.text)) + + +================================================================================ +Example 483 +================================================================================ +Target: + return self.__press(self.__power_on_port, interval=interval) + +Prediction: + self.__power_on_port.set_interval(interval) + self.__power_on_port.set_repeat(False) + self.__power_on_port.set_repeat(True) + self.__power_on_port.set_repeat(True) + self.__power_on_port.set_repeat(True) + self.__powe + +================================================================================ +Example 484 +================================================================================ +Target: += r["convergencePoint"] + +Prediction: += r["convergence"] + ######################################################################## + # + # Plot the convergence graph. + # + fig, ax = plt.subplots() + ax.plot(featureRange, convergence) + ax.set_xlabel('Features') + ax.set_ylabel('Convergence') + +================================================================================ +Example 485 +================================================================================ +Target: + _handle_exception() + +Prediction: + logger.exception("Error while publishing topology opened event") + + def publish_topology_closed(self, topology_id): + event = TopologyClosedEvent(topology_id) + for subscriber in self.__topology_listeners: + try: + + +================================================================================ +Example 486 +================================================================================ +Target: + 90, c # A-Z + +Prediction: + 90, letters + res += (weight * (ord(c) - 65)) // (65 - 6) + if zbase: + res += 10 + weight -= 1 + return res + + +def letter2num(letters, zbase=False): + return letter2num(letters, zbase) + + +def num2letter(num, zbase=False): + + +================================================================================ +Example 487 +================================================================================ +Target: + while unmatched_end_tag: + +Prediction: + raise TemplateSyntaxError("ifinstalled should be in the form: " + "{% ifinstalled app_name %}" + "{% endifinstalled %}") + + if tag == end_tag: + if app == "app_name": + + +================================================================================ +Example 488 +================================================================================ +Target: +items()]) + +Prediction: +items()]) + + +class AuthHeaders(object): + """ + A container class that contains a set of headers that are used to authenticate a user. + """ + def __init__(self, authheaders): + self.authheaders = authheaders + + def __getitem__(self, key): + + +================================================================================ +Example 489 +================================================================================ +Target: + return current * 1000000 + +Prediction: + return current * 1000000 + elif unit == 'kA': + return current * 1000000000 + else: + raise ValueError('Unknown unit for current compensation: {}'.format(unit)) + + def get_voltage(self, channel): + return + +================================================================================ +Example 490 +================================================================================ +Target: + v3.Password( + +Prediction: + keystone.create_auth( + keystone.create_auth_config( + keystone.create_auth_config_defaults(), + keystone.create_auth_config_defaults_default(), + keystone.create_auth_config_defaults_default(), + + +================================================================================ +Example 491 +================================================================================ +Target: +%d candidates to %s' % (len(mergeloc), mergepkl)) + +Prediction: +cands to %s' % mergepkl) + with open(mergepkl, 'w') as f: + f.write(json.dumps(d)) + + return mergeloc, mergeprop, mergetimes + + +def merge_cands(pkllist, outroot='', remove=[], snrmin=0, snrmax=999): + + assert isinstance(pkllist, list), "pkllist + +================================================================================ +Example 492 +================================================================================ +Target: + def result(self, ast): + +Prediction: + def add_function(self, function): + self._functions.append(function) + + def get_function(self, index): + return self._functions[index] + + return Semantics().add_function(SimpleCLFunction(input_str)) + + + +================================================================================ +Example 493 +================================================================================ +Target: + y)) + +Prediction: + y)) + text_data.append((x + indent, + y + 6, + indent - 6, + dh, + Qt.AlignRight | Qt.AlignTop, + + +================================================================================ +Example 494 +================================================================================ +Target: +cnt + +Prediction: +cnt + + +def col_counts_str(col, weights=None, gap_chars='-.'): + cnt = defaultdict(float) + for aa, wt in zip(col, weights): + if aa not in gap_chars: + cnt[aa] += wt + return ','.join([str(cnt[aa]) for aa in col]) + + +def col_counts_str_ + +================================================================================ +Example 495 +================================================================================ +Target: +generateDirectoryNodeDocuments() + +Prediction: +generateDocumentNodeDocuments() + + # generate the remaining child-like documents + self.generateChildNodeDocuments() + + # generate the remaining child-like documents + self.generateChildNodeDocuments() + + # generate the remain + +================================================================================ +Example 496 +================================================================================ +Target: +item.GetString()) + +Prediction: +item.GetString()) + elif type == ContractParameterType.Date: + return ContractParameter(type, value=item.GetDate()) + elif type == ContractParameterType.DateTime: + return ContractParameter(type, value=item.GetDateTime()) + + +================================================================================ +Example 497 +================================================================================ +Target: +[self._read_half_frame_header(row) for row in single_compamp_data] + +Prediction: +{'first_header': first_header, + 'single_compamp_data': single_compamp_data} + + +def process(self, data): + + first_header = self.first_header() + single_compamp_data = self.single_compamp_data() + + return np.array(data).reshape((first_header[ + +================================================================================ +Example 498 +================================================================================ +Target: + map_dict['name'] = name + +Prediction: + map_dict['name'] = name + map_dict['id_env'] = id_env + map_dict['contents'] = contents + map_dict['blocks_id'] = blocks_id + + response = self.client.post(url, map_dict) + + return response + + def load_rule(self, name + +================================================================================ +Example 499 +================================================================================ +Target: + tag_map.get(fulltag, None) + +Prediction: + tag_map.get(fulltag, None) + if mapping: + getattr(self, 'parse_%s' % mapping)(child, e, ns) + + return e + + def parse_entry_string(self, entry, e): + for child in entry.getchildren(): + if isinstance(child, + +================================================================================ +Example 500 +================================================================================ +Target: + endpoint['private'], + +Prediction: + endpoint['private'], + ]) + + return table + + +def main(): + env = SoftLayer.Context() + env.dispatch(cli, args=(env,)) + + +if __name__ == '__main__': + main() + + +================================================================================ +Example 501 +================================================================================ +Target: + else: + +Prediction: + + return set([obj for obj in container.objects if obj.offset >= start]) + + def get_objects_by_offset_and_length(self, start, length): + + _, container = self._get_container(start) + if container is None: + return set() + + + +================================================================================ +Example 502 +================================================================================ +Target: +dir_sentinel, '.stop') + +Prediction: +dir_sentinel, '.stop') + file_tails = join(dir_sentinel, '.tails') + file_tails_sentinel = join(dir_sentinel, '.tails_sentinel') + + with open(file_pid, 'r') as f: + pid = int(f.read()) + + with open(file_start, 'r') as f: + + +================================================================================ +Example 503 +================================================================================ +Target: + if run.ref_config and not run.ref_image: + +Prediction: + + return True + + +def _check_release_done_processing_complete(release): + if release.status != models.Release.PROCESSING: + # NOTE: This statement also guards for situations where the user has + # prematurely specified that the release is go + +================================================================================ +Example 504 +================================================================================ +Target: +leader_name, index=leader_index) + +Prediction: +leader_name, index=leader_index) + else: + return self.name + + +class TensorFlowNode(object): + def __init__(self, name, index, parent, state, scope, name_scope=None): + self.name = name + self.index = index + self.parent + +================================================================================ +Example 505 +================================================================================ +Target: + xiE3 += Efac * cos4t + +Prediction: + xiE3 += Efac * cos4t + xiE4 += Efac * sin4t + + self.xiA1 = xiA1 + self.xiA2 = xiA2 + self.xiA3 = xiA3 + self.xiA4 = xiA4 + self.xiB1 = xiB1 + self.xiB2 = xiB2 + self.xiB3 = xiB3 + self.x + +================================================================================ +Example 506 +================================================================================ +Target: +key in keys: + +Prediction: +key in keys: + items.pop(key) + + return items + + +def with_items(self, *items): + items = copy(self.items) + + for key in items: + items[key] = key + + return items + + +def with_items_in(self, *items): + items = + +================================================================================ +Example 507 +================================================================================ +Target: + else: + +Prediction: + return line + + def get_url_params(self): + # type: () -> Dict[str, str] + + line = self.line + try: + parsed = URI.parse(line) + line = parsed.to_string(escape_password=False, direct=False, strip_ref=True) + + +================================================================================ +Example 508 +================================================================================ +Target: += False + +Prediction: += shutit_util.check_regexp(regexps) + if missing: + shutit.fail('Missing regexp found in send_until call: ' + str(regexps)) # pragma: no cover + if not shutit_util.check_regexp(not_there): + shutit.fail('Not there regexp found in send_until call: + +================================================================================ +Example 509 +================================================================================ +Target: + argv_ = argc_ + +Prediction: + # the stack is not aligned to a page boundary (and the stack is not aligned to a page boundary) + # so we have to align the stack to a page boundary before we can use the stack in the main function + # this is a bit of a hac + +================================================================================ +Example 510 +================================================================================ +Target: + except ValueError as e: + +Prediction: + except: + raise JWTError('Error decoding token claims.') + + return claims + + +def get_claims(token): + try: + claims = jws.get_claims(token) + except: + raise JWTError('Error decoding token claims.') + + try: + claims = jso + +================================================================================ +Example 511 +================================================================================ +Target: + wt_branch = None + +Prediction: + 'git.worktree: Missing data points for %s: %s', + type_, + ', '.join(missing) + ) + + # Check for missing branch points + missing = [x for x in tracked_data_points if not workt + +================================================================================ +Example 512 +================================================================================ +Target: + content = render_content( + +Prediction: + if content is not None: + # render content of extension + content = self.render_extension(content) + + # return content + return content + + def render_extension(self, content): + # render content of ex + +================================================================================ +Example 513 +================================================================================ +Target: + if local_path: + +Prediction: + if local_path is not None: + local_path = normalize_path(local_path) + if os.path.isdir(local_path): + return local_path + else: + msg = "'%s' is not a directory!" + raise NoSu + +================================================================================ +Example 514 +================================================================================ +Target: + global _registry_loaded + +Prediction: + + +def load_message_schemas(): + for schema in pkg_resources.iter_entry_points("fedora.messages"): + cls = schema.load() + _log.info( + "Registering the '%s' key as the '%r' class in the Message " + "schema registry", + + +================================================================================ +Example 515 +================================================================================ +Target: +url, data=data) + +Prediction: +url, data) + if response.status_code == 200: + self._comments = response.json() + self._comments_by_id = response.json() + self._comments_by_id.update({'children': []}) + self._comments_by_i + +================================================================================ +Example 516 +================================================================================ +Target: + The content type must be set to `application/json` to prevent CSRF attacks. + +Prediction: + @apiParam {string="application/json"} {string="application/json"} Content-Type + @apiParam {string="application/json"} {string="application/json"} Content-Type + @apiParam {string="application/json"} {string="application/json"} Content-Type + @ap + +================================================================================ +Example 517 +================================================================================ +Target: +html + +Prediction: +html + +def block_html_strip(self, html): + if self.options.get('skip_style') and \ + html.lower().startswith(' self._size: + slice_end = self._size + return self._slice(rng, slice_start, slice_end, cache_dir) + + if num_of_slices is not None and slice_pos is + +================================================================================ +Example 541 +================================================================================ +Target: + assert a_ch.size == ts_a.shape[0] + ts_d.shape[0] + +Prediction: + assert (~a_ch).sum() == ts_par_d.shape[0] + assert (~a_ch).sum() == ts_par_a.shape[0] + assert (~a_ch).sum() == part.shape[0] + assert (~a_ch).sum() == part.sum() + assert (~a_ch).sum() == part.sum() + assert (~a_ch).s + +================================================================================ +Example 542 +================================================================================ +Target: +remove(WHITE) + +Prediction: +set() + + # ################################################################################################################################################################################################################################################### + +================================================================================ +Example 543 +================================================================================ +Target: +time() + +Prediction: +time() + while Tset < temperature: + # set target temperature to current control temperature + self.target_temperature = Tset = self.control_temperature + # we use a positive sign for the sweep rate if we sweep up and n + +================================================================================ +Example 544 +================================================================================ +Target: + if not work: + +Prediction: + if work: + payload['work'] = True + + response = self._post(self._path('accounts'), payload) + + return self._parse_accounts(response) + + +def accounts_delete(self, wallet, account_id, work=True): + + wallet = self._process_v + +================================================================================ +Example 545 +================================================================================ +Target: +self.__shape() + +Prediction: +shp.read(100) + + def __getFileObj(self, file): + if file is None: + return None + if file is self.file: + return self + if file is None: + return None + if file is None: + return N + +================================================================================ +Example 546 +================================================================================ +Target: + if wave_output is not None: + +Prediction: + if wave_output is not None: + wave_output.close() + + +def read_wav(filename): + + wave_output = None + try: + wave_output = wave.open(filename, 'r') + + wave_output.setparams(WAVE_PARAMS) + + s + +================================================================================ +Example 547 +================================================================================ +Target: +copy(self.opts) + +Prediction: +deepcopy(self.opts) + s_opts['master'] = master + s_opts['syndic'] = self._syndics.get(master, None) + if s_opts['syndic']: + self._syndics[master] = s_opts['syndic'] + self._syndics[master].start() + +================================================================================ +Example 548 +================================================================================ +Target: +rate") + +Prediction: +rate (%)") + plt.ylabel("True positive rate (%)") + plt.title("ROC AUC analysis") + plt.axis('off') + if annotate: + ax.annotate("False positive rate (%)", xy=(rate_rest, rate_group), + xytext=(rate_rest, rate_group), + + +================================================================================ +Example 549 +================================================================================ +Target: + for data in self._to_delete: + +Prediction: + self._to_put = [] + + self._connection.send(b'\x00' + b'\x00' * len(items)) + self._connection.send(b'\x00' + b'\x00' * len(items)) + + for item in items: + self._connection.send(item) + + self._connection.send(b'\x00 + +================================================================================ +Example 550 +================================================================================ +Target: + subj_node = self.model.add_node_from_data(subj_attr) + +Prediction: + obj_node = self.model.add_node_from_data( + reactants=pybel_lists[0], + products=pybel_lists[1], + subj=subj_attr, + subj_edge=subj_edge, + ) + obj_edge = subj_edge + + +================================================================================ +Example 551 +================================================================================ +Target: + else: + +Prediction: + else: + raise ValueError("Key list specified but ranges parameter" + " not specified as a list.") + + return specs + + +class Dimensions(object): + """ + A collection of dimensions and their associated ran + +================================================================================ +Example 552 +================================================================================ +Target: + except Exception: + +Prediction: + except: + pass # not a directory ? + + + # create the report file + try: + f = open(self.report_file, 'w') + except: + pass # not a directory ? + else: + f.write("\n") + f.writ + +================================================================================ +Example 553 +================================================================================ +Target: + ones_like + +Prediction: + ones_like + np.random.random = random + np.random.randint = randint + np.random.randint_like = randint_like + np.random.randint_like_like = randint_like_like + np.random.randint_like_like_like = randint_like_like_like + np.random.randint_like_ + +================================================================================ +Example 554 +================================================================================ +Target: + ) + +Prediction: + ) + return r.json() + + +def get_object(self, oid): + r = self.request( + 'get', + safeformat('registry/objects/{:int}', oid) + ) + return r.json() + + +def get_objects(self, oids): + r = self.request( + + +================================================================================ +Example 555 +================================================================================ +Target: +(x1 < upper)).astype (x.dtype) + +Prediction: +(x1 <= upper)) + return r + + return range_tophat_ie + + +def make_tophat_ie_lower (lower): + if not np.isfinite (lower): + raise ValueError ('"lower" argument must be finite number; got %r' % lower) + + def range_tophat_ie (x): + x = np + +================================================================================ +Example 556 +================================================================================ +Target: + else: + +Prediction: + else: + for n, succ, pred in nodes_nbrs: + yield (n, len(succ) + len(pred), t) + + +def degree_iter_seq(self, nbunch=None, t=None): + + if nbunch is None: + nodes_nbrs = ((n, succs, self._pred[n]) for n, succs in + +================================================================================ +Example 557 +================================================================================ +Target: + con_rel = con_abs / (np.maximum(outfluxes, influxes)) + +Prediction: + con_rel = np.minimum(influxes + outfluxes, np.zeros(n)) + # net in flux absolute and relative + con_abs_rel = np.maximum(con_abs, con_rel) + # net in flux absolute and relative and absolute + con_abs_rel_abs = np.maximum(con_abs_rel, con_abs) + + +================================================================================ +Example 558 +================================================================================ +Target: + return short_version(v) + +Prediction: + return '{0}{1}'.format(short_version(v), v) + + +def get_version_info(): + return get_version() + + +def get_version_info_from_local_packages(): + """Return a dictionary with version information mapped to their aliases. + + This dictionary includes the + +================================================================================ +Example 559 +================================================================================ +Target: +RuntimeError('Not support tuner algorithm in hyperopt.') + +Prediction: +ValueError('Unknown algorithm name %s' % algorithm_name) + + +class Tuner(object): + """ + Tuner is a class that can be used to suggest a tuner for a given algorithm. + """ + + def __init__(self, algorithm_name): + self.algorithm_name = algorithm + +================================================================================ +Example 560 +================================================================================ +Target: +prt("Adding resource for '{}'".format(ref)) + +Prediction: +doc.add_term(ref, path, name, term_name) + + for prop in properties: + self.doc.set_property(ref, prop, properties[prop]) + + self.doc.save() + + def classify_url(self, ref): + return ref.replace('/', '.') + + def extract_path_n + +================================================================================ +Example 561 +================================================================================ +Target: + base_path, + +Prediction: + path_name, + 'serializer': serializer, + } + + # Register resource in resource map. + resource_map[resource_key]['resource'] = viewset + + # Register resource in resource map. + resource_map[resource_key]['resource_na + +================================================================================ +Example 562 +================================================================================ +Target: +str(Error)) + +Prediction: +str(Error)) + succeeded = True + except Exception as Error: + fh.write(str(Error)) + succeeded = True + if log and isinstance(log, str) and os.access(log, os.W_OK): + fh.close() + fh.close() + if succeeded: + + +================================================================================ +Example 563 +================================================================================ +Target: += cmd.ability_id + +Prediction: += cmd.ability_id + action.action_render.queue_command = shift + action.action_render.target_screen_coord = pos.obs_pos.coord + action.action_render.target_minimap_coord = pos.obs_pos.coord + return action + + +def unit_action_spatial(self, cmd, + +================================================================================ +Example 564 +================================================================================ +Target: + value = new_list + +Prediction: + value.append(elt) + value.pop() + value.pop() + value.pop() + value.pop() + value.pop() + value.pop( + +================================================================================ +Example 565 +================================================================================ +Target: + for s in range(S): + +Prediction: + alpha[T-1, :] = np.dot(alpha[T-1, :], A) + + if inference == 'smoothing': + prediction = np.dot(alpha, X) + elif inference == 'sigmoid': + prediction = np.sign(alpha) + elif inference == 'smoothing': + + +================================================================================ +Example 566 +================================================================================ +Target: += -1 + +Prediction: += -1 + return line_of_y + + +def guess_segments_collumns(segments, lines, nearline_tolerance=5.0): + ys = segments[:, 1] + closeness = numpy.abs(numpy.subtract.outer(ys, lines)) # each row a y, each collumn a distance to each line + line_of_y = numpy + +================================================================================ +Example 567 +================================================================================ +Target: + self._get(self.uri_for("active"), params=params) + +Prediction: + self.client.post(self.url, params) + return response.json() + + def get_active_page(self, date="", page=1, page_size=1000, order_field="email", order_direction="asc", include_tracking_preference=False): + params = { + "date": date, + + +================================================================================ +Example 568 +================================================================================ +Target: + max_byte = max(max_byte, byte) + +Prediction: + if byte > max_byte: + max_byte = byte + + return max_byte + + +class Constant(object): + def __init__(self, name, value): + self.name = name + self.value = value + + def __repr__(self): + return " DateTime: + return DateTime( + year=x.year, month=x.month, day=x.day, + hour=x.hour, minute=x.minute, second=x.second, + microsecond=x.microsecond, tzinfo=x.tzinfo + ) + + +def da + +================================================================================ +Example 574 +================================================================================ +Target: + ) + +Prediction: + ) + if response['ResponseMetadata']['HTTPStatusCode'] == 200: + logger.info("[+] API Gateway removed") + return True + else: + logger.error("[!] Failed to remove API Gateway") + return False + + +def remove_api_gateway_service( + +================================================================================ +Example 575 +================================================================================ +Target: +report: + +Prediction: +report: + report = cls(*args, **kwargs).to_serializable() + cache.set(key, report) + + return report + + +class Report(object): + + def __init__(self, *args, **kwargs): + self.__dict__.update(kwargs) + + def to_serializable(se + +================================================================================ +Example 576 +================================================================================ +Target: + 'generated-type': """YANGDynClass(base=icmpv6.icmpv6, is_container='container', presence=False, yang_name="icmpv6", rest_name="icmpv6", parent=self, path_helper=self._path_helper, extmethods=self._extmethods, register_paths=True, extensions={u'tailf-common': {u'info': u'The ICMPv6 control for this management interface.'}}, namespace='urn:brocade.com:mgmt:brocade-interface', defining_module='brocade-interface', yang_type='container', is_config=True)""", + +Prediction: + 'defined-name': "icmpv6", + 'defined-type-name': "icmpv6", + 'defined-type-string': "icmpv6", + 'defined-type-compatible': "container", + 'defined-type-compatible-name': "icmpv6", + 'defined-type-compatible + +================================================================================ +Example 577 +================================================================================ +Target: + n = public_key.GetN() + +Prediction: + # The public key is a string of length 64 bits (as a string) + # and the key is a string of length 4 bytes (as a string) + # The public key is a string of length 64 bits (as a string) + # and the key is a string of length 4 bytes (as a string) + + +================================================================================ +Example 578 +================================================================================ +Target: +join(set(mode.replace('x', 'w')))) + +Prediction: +join([mode, 'w'])) + _mode.validate_bin() + _mode.create_bin() + _mode.set_bin() + _mode.set_exclusive() + _mode.set_buffering(buffering) + _mode.se + +================================================================================ +Example 579 +================================================================================ +Target: += [] + +Prediction: += [] + for var_name in var_names: + if var_name in data: + all_vars.append(var_name) + data = data[var_name] + else: + data = None + break + + +================================================================================ +Example 580 +================================================================================ +Target: +uid: + +Prediction: +0: + set_pidfile(pidfile, user) + return True + + try: + os.chmod(pidfile, 0o700) + except OSError: + pass + + try: + os.chmod(pidfile, 0o600) + except OSError: + pass + + try: + os.chmod(pidfile, 0o600) + + +================================================================================ +Example 581 +================================================================================ +Target: + for compound, value in self._database.get_reaction_values(reaction): + +Prediction: + if reaction in self._compound_set: + self._compound_set.remove(reaction) + + # Remove compound from limits if it is not referenced + # by any other reactions in the model. + if reaction in self._limits_lower: + + +================================================================================ +Example 582 +================================================================================ +Target: + def swap_line(tab): + +Prediction: + def swap_coor_r(x): + return sm - 1 - x + + def swap_coor_l(x): + return sm - 1 - x + + def swap_coor_r_l(x): + return sm - 1 - x + + def swap_coor_l_r(x): + return sm - 1 - x + + def swap_coor_r_l_r(x): + return sm - + +================================================================================ +Example 583 +================================================================================ +Target: + with resource_stream(*args) as source: + +Prediction: + f.write(resource_getbytes(package_or_requirement, resource_name)) + + +def resource_listdir(package_or_requirement): + return listdir(package_or_requirement) + + +def resource_getbytes(package_or_requirement, resource_name): + return resource_get + +================================================================================ +Example 584 +================================================================================ +Target: + elastic_queries.extend(_process_field_queries(field_dictionary)) + +Prediction: + elastic_queries.append({ + "query_string": { + "fields": ["content.*"], + "query": "content.*" + } + }) + else: + elastic_ + +================================================================================ +Example 585 +================================================================================ +Target: + designated_port_id = ET.SubElement(port, "designated-port-id") + +Prediction: + port_id = ET.SubElement(port, "port_id") + port_id.text = self.port_id + return config + + +class STPMSTDetailOutput(ET.Element): + def __init__(self, config=None, port_id=None): + self.config = config + self.port_id = port_i + +================================================================================ +Example 586 +================================================================================ +Target: +thisdepth + +Prediction: +thisdepth + except: + return None + + def get_domain(self, domname): + try: + return self.domains[domname] + except: + return None + + def get_domain_bounds(self, domname): + try: + return s + +================================================================================ +Example 587 +================================================================================ +Target: +'bluecoat_sslv.call'](payload, False) + +Prediction: +"jsonrpc"](payload) + return response + + +def get_ip_address_list_by_ip(ip): + payload = {"jsonrpc": "2.0", + "id": "ID0", + "method": "get_policy_ip_addresses", + "params": [ip, 0, 256]} + + response = __proxy__[" + +================================================================================ +Example 588 +================================================================================ +Target: + mesh = surface.mesh + +Prediction: + else: # single point surface + return surface.mesh.array + + +def surface_to_array_copy(surface): + if hasattr(surface, 'surfaces'): # multiplanar surfaces + n = len(surface.surfaces) + arr = numpy.zeros((3, n, 4), F32) + for i + +================================================================================ +Example 589 +================================================================================ +Target: +send_terrain_data() + +Prediction: +last_send_time = time.time() + self.current_request = None + self.send_request() + +def send_request(): + if self.current_request is None: + return + self.current_request.send() + self.current_request = None + +def send_ + +================================================================================ +Example 590 +================================================================================ +Target: +set_window_size(1920, 1080) + +Prediction: +implicitly_wait(10) + self.driver.get(self.current_url) + self.driver.find_element(self.by_id("submit")).click() + self.driver.find_element(self.by_id("submit")).submit() + self.driver.wait_for_navigation() + self.driver.close + +================================================================================ +Example 591 +================================================================================ +Target: + ) + +Prediction: + ) + self._querytime_filter_added = True + return super().get_compiler(*args, **kwargs) + + +class QueryTime(models.Model): + """ + A model for query time information. + """ + _name = 'querytime.querytime' + _descripti + +================================================================================ +Example 592 +================================================================================ +Target: + else: + +Prediction: + return False + else: + info_out("Successfully logged in as {}".format(api_key)) + return True + else: + error_out("Failed - {}".format(response.json())) + return False + + +def logout(): + url = urllib.par + +================================================================================ +Example 593 +================================================================================ +Target: + new_avatar_json = self._avatar_request() + +Prediction: + if new_device_json["avatar_url"]: + self._avatar_url = new_device_json["avatar_url"] + _LOGGER.debug("Avatar URL Updated: %s", self._avatar_url) + + # Update device info + self._device_info = new_device_json + _ + +================================================================================ +Example 594 +================================================================================ +Target: +wp + +Prediction: +wp + + +def __dtw_step_sizes(D_steps, step_sizes_sigma): # pragma: no cover + # Set starting point D(N,M) and append it to the path + cur_idx = (D_steps.shape[0] - 1, D_steps.shape[1] - 1) + wp = [] + wp.append((cur_idx[0], cur_idx[1])) + + # Loop b + +================================================================================ +Example 595 +================================================================================ +Target: +cast_mode + ' ' + primary_type + +Prediction: +{ + 'name': self.name, + 'type': primary_type, + 'cast_mode': cast_mode, + 'size': self.size, + 'structure': self.structure, + 'definition': self.definition + } + + +class PrimitiveType(object) + +================================================================================ +Example 596 +================================================================================ +Target: + if not token.last: + +Prediction: + raise error + if isinstance(parent, MutableSequence): + parent.append(value) + elif isinstance(parent, Mapping): + parent[obj] = value + else: + raise Error('already setted') + return doc + +d + +================================================================================ +Example 597 +================================================================================ +Target: +urlunparse(parsed) + +Prediction: +parsed.netloc.lower() + if entity_type is None: + entity_type = 'hub' + if entity_id is None: + entity_id = '' + + return '%s/%s/%s/%s' % (parsed.scheme, parsed.netloc, entity_type, entity_id) + + +def generate_hub_key_from_resolver_id(resolv + +================================================================================ +Example 598 +================================================================================ +Target: + del parser + +Prediction: + self.intermediate_data_length = parser.intermediate_data_length + self.intermediate_data_position = parser.intermediate_data_position + self.intermediate_data_end = parser.intermediate_data_end + self.error = parser.error + + +================================================================================ +Example 599 +================================================================================ +Target: + self.first_get = False + +Prediction: + response = requests.get(api_url, headers=headers) + + if response.status_code == 200: + return response.json() + else: + raise Exception("API request failed with status code {}".format(response.status_code)) + + +def pos + +================================================================================ +Example 600 +================================================================================ +Target: + else: + +Prediction: + meth_call_str = '(' + arg_str_oneline + ')' + '.' + \ + '.'.join(arg_seps) + ')' + else: + meth_call_str = '(' + arg_str_oneline + ')' + + # Initialize the method name with the method name and the meth + +================================================================================ +Example 601 +================================================================================ +Target: + try: + +Prediction: + word_chars_append(c) + + if maxsplit == -1: + maxsplit = len(word_chars) + + if maxsplit > len(word_chars): + raise ValueError('maxsplit is larger than the length of the input string') + + if maxsplit == 0: + return [] + + + +================================================================================ +Example 602 +================================================================================ +Target: + options= + +Prediction: + self.relation_type) + return prx + + +class AttributeProxy(object): + """ + A proxy to an attribute of a relation. + + This is a proxy to an attribute of a relation. It is used to create + a proxy to an attri + +================================================================================ +Example 603 +================================================================================ +Target: + for i, p in enumerate(self.params): + +Prediction: + for point in c.points: + if point.is_summary: + final_points.append(point) + else: + point.resolve(query, allow_joins, reuse) + if point.is_summary: + final_points.appe + +================================================================================ +Example 604 +================================================================================ +Target: + curses.echo() + +Prediction: + curses.echo() + curses.endwin() + + def _curses_keybindings(self): + """ + Curses keybindings to display the overview and the inspection of the + current instance. + """ + + # Curses keybindings for the o + +================================================================================ +Example 605 +================================================================================ +Target: +or len(contact['emailAddress']) == 0): + +Prediction: +_found') + + if errors: + raise errors.SpError('sp_cert_not_found', errors) + + self.__sp = sp + + return errors + + def check_sp_certs(self): + assert isinstance(self.sp, dict) + + sp_certs = se + +================================================================================ +Example 606 +================================================================================ +Target: +access_token + +Prediction: +access_token + + +class Authorization(object): + def __init__(self, access_token, response_type, auth_header): + self.access_token = access_token + self.response_type = response_type + self.auth_header = auth_header + + def get_auth_beare + +================================================================================ +Example 607 +================================================================================ +Target: + if (column_index < start_pos[1] or column_index > end_pos[1] or used_row[column_index]): + +Prediction: + if conv.convert(convRow[column_index], self, worksheet, flags, units, used_row): + return convRow[column_index] + return None + + +class Converter(object): + def __init__(self, table, worksheet, flags, units, used_cel + +================================================================================ +Example 608 +================================================================================ +Target: + example_farm_2]} + +Prediction: + example_farm_2], + 'wind_turbine_clusters': [ + { + 'name': 'wind_turbine_cluster_1', + 'wind_farms': [example_farm], + 'wind_turbine_clusters': [ + { + 'nam + +================================================================================ +Example 609 +================================================================================ +Target: +attribute,c + +Prediction: +attribute + return None + +def get_param_descriptor_from_string(mcs,param_name): + classes = classlist(mcs) + for c in classes[::-1]: + attribute = c.__dict__.get(param_name) + if isinstance(attribute,Parameter): + + +================================================================================ +Example 610 +================================================================================ +Target: + log = logging.getLogger("pyrax") + +Prediction: + string_parts.append("\n") + for line in string_parts: + print(line) + + +def http_log_resp(response, status, headers, kwargs): + if not pyrax.get_http_debug(): + return + if status == 200: + print("%s %s" % (status, response)) + + +================================================================================ +Example 611 +================================================================================ +Target: +scope + +Prediction: +scope + + +def authorize( + client_id=None, client_secret=None, + client_email=None, private_key=None, + access_token=None, refresh_token=None, + identity=None, prefix=None, suffix=None, + interactive=False, save=False): + + cre + +================================================================================ +Example 612 +================================================================================ +Target: + conditions=docker_conditions, + +Prediction: + conditions=docker_conditions, + env_vars=env_vars, + wrapper=wrapper, + ) as env: + return env.run() + + +def docker_run_with_conditions( + compose_file=None, + build=False, + service_name=None, + up=None, + down=None, + + +================================================================================ +Example 613 +================================================================================ +Target: +"No sprite map found: %s", map, extra={'stack': True}) + +Prediction: +'Could not find sprite map for %s', map) + return None + if cache_buster: + sprite_map = sprite_map.render() + return sprite_map + + +def sprite_url_for_map(map): + sprite_map = sprite_url(map) + if not sprite_map: + log.error('Could + +================================================================================ +Example 614 +================================================================================ +Target: + _, actual_sig_seg = actual.rsplit(b'.', 1) + +Prediction: + _, actual_sig_seg = actual.rsplit(b'.', 1) + if expected_sig_seg != actual_sig_seg: + return False + return expected == actual + + +def compare_token_signature(expected: Union[str, bytes], + actual: Union[str, bytes]) - + +================================================================================ +Example 615 +================================================================================ +Target: +m: + +Prediction: +hasattr(m, 'setup_modules'): + raise Exception('Module {0} not found'.format(modname)) + except ImportError: + die = True + logger.warning('Module {0} not found'.format(modname)) + continue + if not h + +================================================================================ +Example 616 +================================================================================ +Target: +obj + +Prediction: +obj + + +class MessageMeta(type): + """ + Metaclass for MessageMeta objects. + """ + + def __new__(cls, name, bases, attrs): + super(MessageMeta, cls).__new__(cls, name, bases, attrs) + + if "__dict__" in attrs: + raise TypeError(" + +================================================================================ +Example 617 +================================================================================ +Target: + return 'python3' + +Prediction: + return 'python3' + elif 'freebsd' in sys.platform: + return 'python3' + elif 'openbsd' in sys.platform: + return 'python3' + elif 'solaris' in sys.platform: + return 'python3' + elif 'aix' i + +================================================================================ +Example 618 +================================================================================ +Target: + convert([ID], from_type) + +Prediction: + converter_types[from_type](ID) + if results is None: + raise PubMedConverterException("Could not convert %s to %s" % (from_type, to_type)) + return results + + +def convert_multi(ID, from_type, to_type): + + if from_type not in converter_types: + + +================================================================================ +Example 619 +================================================================================ +Target: + raise RuntimeError( + +Prediction: + + if self.stdout: + self.stdout.write(data) + + if self.kill_on_stdout: + self.transport.loseConnection() + + if self.stdin: + self.stdin.write(data) + + if self.kill_on_stdin: + self.transport. + +================================================================================ +Example 620 +================================================================================ +Target: + 'POST', + +Prediction: + method='POST', + uri=self._uri, + data=data, + ) + + return Task(self._version, payload, solution_state=self._solution_state) + + def get(self, sid): + """ + Constructs a TaskContext + + :param s + +================================================================================ +Example 621 +================================================================================ +Target: +control.get('granularity'), unit), + +Prediction: +control.get('granularity'), unit), + 'id': int(control.get('id')), + 'level': int(control.get('level')), + 'type': control.get('type'), + 'size': "{} {}".format(control.get('size'), unit), + 'cpus': control + +================================================================================ +Example 622 +================================================================================ +Target: +desired frequency for this notification""" + +Prediction: +number of minutes between the communication channel updates.""" + params["frequency"] = notification_preferences_frequency + + # REQUIRED - PATH - notification_preferences[frequency] + """The number of minutes between the communication + +================================================================================ +Example 623 +================================================================================ +Target: +context, filename) + +Prediction: +context, filename) + +def step_file_should_contain_multiline_text(context, filename): + assert context.table, "REQUIRE: context.table" + context.table.require_columns(["category", "level", "message"]) + format = getattr(context, "log_record_format", co + +================================================================================ +Example 624 +================================================================================ +Target: += block_size + numDims * 8 + +Prediction: += CDF.zVDR_BASE_SIZE64 + else: + block_size = CDF.rVDR_BASE_SIZE64 + numDims = 0 + dimSizes = [] + dimVary = [] + recVary = [] + sparse = [] + flags + +================================================================================ +Example 625 +================================================================================ +Target: + subprocess.call([opener, target]) + +Prediction: + opener(target) + + +def close(): + if sys.platform == "win32": + os.startfile("close") + else: + opener = "close" if sys.platform == "darwin" else "xdg-close" + opener() + + +def set_cursor(cursor): + if sys.platform == "win32": + + +================================================================================ +Example 626 +================================================================================ +Target: + is_erc20 = contract.is_erc20() + +Prediction: + txt += self.is_complex_code(contract.contract) + txt += self.is_complex_code(contract.contract.contract) + txt += self.is_complex_code(contract.contract.contract.contract) + txt += self.is_complex_code(contract.con + +================================================================================ +Example 627 +================================================================================ +Target: + return name, data, mode + +Prediction: + return Stl.Stl(name, data, mode) + + +def __load_ascii(fh, header): + return Stl.__load_binary(fh, header) + + +def __load_binary(fh, header): + data = fh.read() + return Stl.__load_binary_data(data, header) + + +def __load_binary_data(dat + +================================================================================ +Example 628 +================================================================================ +Target: + print("Index error", len(table), row_idx) + +Prediction: + pass + + def update_table_row_remove(self, table, row_idx): + try: + del table[row_idx] + except IndexError: + pass + + def update_table_row_add(self, table, row_idx): + try: + table[row_idx]['t + +================================================================================ +Example 629 +================================================================================ +Target: + ) + +Prediction: + headers=self.headers, + status_code=200) + except HTTPError as e: + if e.response.status_code == 404: + return None + raise + return partition_state + + +class PartitionState(object): + +================================================================================ +Example 630 +================================================================================ +Target: + return self.request_json(self.config['multireddit_rename'], data=data, + +Prediction: + return self.render_template('rename_multireddit.html', data=data, *args, **kwargs) + + +class MultiRedditController(BaseController): + def get(self, request, *args, **kwargs): + self.user = self.get_user(request) + self.render_template(' + +================================================================================ +Example 631 +================================================================================ +Target: + return edge_data[RELATION] in relation_set + +Prediction: + return any(edge_data[RELATION] == relation for relation in relation_set) + + else: + raise ValueError("relations must be a string or an iterable of strings") + + return relation_predicate + + +def build_relation_predicates(relations: Strin + +================================================================================ +Example 632 +================================================================================ +Target: + data = self._post_resource(url, user.post_data()) + +Prediction: + return self._canvas_api.post(url, { + "username": user.username, + "email": user.email, + "password": user.password, + "password_confirmation": user.password_confirmation, + "password_confirmation_c + +================================================================================ +Example 633 +================================================================================ +Target: + t = threading.Thread(target=log_writer, name='log_writer') + +Prediction: + mpstate.logfile_thread = threading.Thread(target=mpstate.logfile_writer, + args=(mpstate.logfile,)) + mpstate.logfile_thread.start() + + # use a separate thread for writing to the logfile to prevent + # + +================================================================================ +Example 634 +================================================================================ +Target: + base = dates.date2num(dt) + +Prediction: + base = dates.epoch2num(dt) + return base + dt.dtype.ordinal + + +def _dt_to_float_ordinal_no_datetime(dt): + if (isinstance(dt, (np.ndarray, Index, ABCSeries) + ) and is_datetime64_ns_dtype(dt)): + base = dates.epoch2num(dt. + +================================================================================ +Example 635 +================================================================================ +Target: + if "gcp" in file_types or "http" in file_types or "s3" in file_types: + +Prediction: + if "s3" in file_types: + out += _AUTH_CONFIG_AWS % conf_args["cloud_region"] + if "s3" in file_types: + out += _AUTH_CONFIG_AWS % conf_args["cloud_region"] + if "s3" in file_types: + out += _AUTH_CONFIG_AWS % conf_args["cloud_regi + +================================================================================ +Example 636 +================================================================================ +Target: + return False + +Prediction: + return False + + +class Node(object): + """ + A node in the container. + + A node is a container that has a status and a configuration. The status + is a string that describes the state of the node. The configuration is + a dictionary that de + +================================================================================ +Example 637 +================================================================================ +Target: +ax + +Prediction: +ax + + +def field_elongation(ra, dec, date): + """ + Compute the elongation of the field from the discovery set at the date date. + :param ra: + :param dec: + :param date: + :return: + """ + elong = 0. + for idx in range(len(ra)): + el + +================================================================================ +Example 638 +================================================================================ +Target: +work: + +Prediction: +work: + return self._call('wallet_add', payload) + + return self._call('wallet_add_work', payload) + + def wallet_delete(self, wallet, key, work=True): + + wallet = self._process_value(wallet, 'wallet') + key = self._process_valu + +================================================================================ +Example 639 +================================================================================ +Target: + ) + +Prediction: + ) + self.log.info( + u'Proxy Server (TC): {}:{}.'.format( + self.default_args.tc_proxy_host, self.default_args.tc_proxy_port + ) + ) + + def _log_tc_proxy_host(self): + if + +================================================================================ +Example 640 +================================================================================ +Target: += 0 + +Prediction: += self.__hd_tr_id + tx_hd_pr_id = struct.pack('B', tx_hd_pr_id) + struct.pack('B', self.__hd_tr_id) + tx_hd_pr_id = struct.pack('B', tx_hd_pr_id) + struct.pack('B', self.__hd_tr_id) + tx_hd_pr_id = struct.pack('B', tx_hd_pr_id + +================================================================================ +Example 641 +================================================================================ +Target: + if rad_dict: + +Prediction: + if rad_dict is not None: + rad_file = rad_dict + ".rad" + rad_flag = True + + if rad_flag: + rad_file = name + ".rad" + ZeoCssr(structure).write_file(rad_file) + + if probe_rad > 0.0: + pr + +================================================================================ +Example 642 +================================================================================ +Target: + LOG.error('Failed to copy the local file to remote. ' + +Prediction: + LOG.error('Copy the local file failed. ' + 'Source=%(src)s. Target=%(target)s.' % + {'src': local_path, 'target': remote_path}) + raise ex + finally: + sftp_client.close() + + d + +================================================================================ +Example 643 +================================================================================ +Target: +p=probs) + +Prediction: +p=probs) + else: + action = np.random.choice(range(nb_actions), p=q_values) + + return action + + +def select_action_and_return(self, q_values, action): + assert q_values.ndim == 1 + q_values = q_values.astype('float64') + + +================================================================================ +Example 644 +================================================================================ +Target: += None + +Prediction: += None + + self._file_system.Close() + self._file_system = None + + self._file_system.Close() + self._file_system = None + + self._file_system.Close() + self._file_system = None + + self._file_system.Close() + self._file_system = None + + self + +================================================================================ +Example 645 +================================================================================ +Target: + self.crawlers.append(crawler) + +Prediction: + + if crawler.returncode != 0: + self.log.error("Crawler failed with exit code %d", crawler.returncode) + return False + + return True + + def stop_crawler(self, index): + call_process = [sys.executable, + + +================================================================================ +Example 646 +================================================================================ +Target: + return node[1] + +Prediction: + return node[1] + +def _find_lt(self, key): + if self._path is None: + return + if self._path[0][2] is None: + return + if key < self._path[0][2]: + self._path[0][2] = self._find_lt(key) + retu + +================================================================================ +Example 647 +================================================================================ +Target: + for parent_obj in goobj_child.parents: + +Prediction: + for p2c in p2cs: + if p2c.id == child_id: + _traverse_parent_objs(self, p2c.parents, p2c, goids_seen) + # Update goids and go2obj with child alt_ids + for goid_altid in p2c.alt_ids: + + +================================================================================ +Example 648 +================================================================================ +Target: +fd) + +Prediction: +fd) + return f_path + + +def get_file_list(file_path): + """ + Return a list of all files in a directory + """ + file_list = [] + for root, dirs, files in os.walk(file_path): + for file in files: + file_list.append(os.path.join(roo + +================================================================================ +Example 649 +================================================================================ +Target: +rtol, + +Prediction: +rtol, + atol=atol) + return func(vals, vecs) + + +def _perp_eigendecompose(matrix: np.ndarray, + rtol: float = 1e-5, + atol: float = 1e-8) -> Tuple[np.ndarray, np.ndarray]: + + +================================================================================ +Example 650 +================================================================================ +Target: + return list(zip(it, map(score_cast_func, it))) + +Prediction: + return [(score_cast_func(it.next()), it.next()) for it in it] + + +def zset_score_pairs_set(response, **options): + if not response or not options['withscores']: + return response + score_cast_func = options.get('score_cast_func', float) + it + +================================================================================ +Example 651 +================================================================================ +Target: +plugItOrgaMode + +Prediction: +getOrgaMode() + + # Get meta, if not in proxy mode + if not proxyMode: + try: + meta = plugIt.getMeta(query) + except Exception as e: + report_backend_error(request, e, 'meta', hproPk) + + +================================================================================ +Example 652 +================================================================================ +Target: + if len(values)!=12: + +Prediction: + + if base_to_aligned: + values = [int(x) for x in values] + + return values + +def convert_coord_to_aligned(coord_from,matrix_file,base_to_aligned=True): + with open(matrix_file) as f: + try: + values = + +================================================================================ +Example 653 +================================================================================ +Target: + self.errors += 1 + +Prediction: + + +class HTTPServer(object): + """ + A simple HTTP server that serves requests from the given host and port. + """ + + def __init__(self, host, port, application_name, server_class=None): + self.host = host + self.port = port + self + +================================================================================ +Example 654 +================================================================================ +Target: + except Exception as err: + +Prediction: + + def save(self): + with open(self._state_file, 'w') as f: + yaml.dump(self._containers, f, default_flow_style=False) + + def __repr__(self): + return "".format(self._state_file) + + +class Blockade(object): + " + +================================================================================ +Example 655 +================================================================================ +Target: +'.join(res) + +Prediction: +'.join(res) + +def _fixed_path_from_env(): + return _fixed_path(os.environ.get('TOX_PATH', ''), os.environ['TOX_PATH']) + +def _fixed_path_from_tox_env(): + return _fixed_path(os.environ.get('TOX_PATH', ''), os.environ['TOX_PATH']) + +def _fixed_path + +================================================================================ +Example 656 +================================================================================ +Target: + return data + +Prediction: + return data + + def delete_collection_node_with_http_info(self, **kwargs): # noqa: E501 + """Deletes a collection node. # noqa: E501 + + This method makes a synchronous HTTP request by default. To make an + asynchronous HTTP + +================================================================================ +Example 657 +================================================================================ +Target: + license_template=None, + +Prediction: + gitignore_path=None, + gitignore_config=None, + gitignore_config_file=None, + gitignore_config_file_path=None, + gitignore_config_file_path_path=None, + gitignore_config_file_path_path_pat + +================================================================================ +Example 658 +================================================================================ +Target: + else: + +Prediction: + else: + errors = "strict" + elif encoding in ("ascii", "iso-8859-1"): + errors = "strict" + else: + errors = "replace" + + return string.encode(encoding, errors) + + +def to_bytes(string, encoding="ut + +================================================================================ +Example 659 +================================================================================ +Target: +|\?+|\++|,+|\)+|\(+|\\+|\/+|\*+|\[+|\]+|}+|{+|\|+|_+)''', r' \1 ', text) + +Prediction: +|\(+|\)+|\[+|\]+|\{+|\}+|\|+|\^+|\~+|\*+|\++|\-+|\.+|\,+|\?+|\!+|\|+|\^+|\~+|\*+|\++|\-+|\++|\-+|\-+|\++|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+|\-+ + +================================================================================ +Example 660 +================================================================================ +Target: + output[0, 'YZ'] = dataset.slice(normal='x', origin=[x,y,z], generate_triangles=generate_triangles) + +Prediction: + # Create the slices + slices = [] + slices.append(vtki.Slice(x, y, z)) + slices.append(vtki.Slice(x, y, z)) + slices.append(vtki.Slice(x, y, z)) + # Create the triangles + if generate_triangles: + trian + +================================================================================ +Example 661 +================================================================================ +Target: + elif isinstance(blockchain_client, (BitcoindClient, AuthServiceProxy)): + +Prediction: + elif isinstance(blockchain_client, ChainComInfoClient): + return chain_com_info.broadcast_transaction(hex_tx, blockchain_client) + elif isinstance(blockchain_client, ChainComContractClient): + return chain_com_contract.broadcast_transacti + +================================================================================ +Example 662 +================================================================================ +Target: +in middlewares: + +Prediction: +in middlewares: + if m.middleware_name == controller_name: + start_request = m.start_request + break + if start_request is None: + return self.execute_input_middleware(self, request, controller) + + +================================================================================ +Example 663 +================================================================================ +Target: +timeout=10) + +Prediction: +timeout=10) + return response + + +def http_post_request_async(url, params, add_to_headers=None, _async=False): + headers = { + "Accept": "application/json", + 'Content-Type': 'application/json' + } + if add_to_headers: + headers + +================================================================================ +Example 664 +================================================================================ +Target: +self.value + +Prediction: +self._value + except AttributeError: + value = None + + if value is not None: + self._svalue = value + self._value = None + + return result + + +class String(StringIO): + + def __init__(self, + +================================================================================ +Example 665 +================================================================================ +Target: + finally: + +Prediction: + + finally: + self._DecrementActiveCount() + + def Control(self): + """Control the frontend and return the response.""" + if flags.FLAGS.pdb_post_mortem: + pdb.post_mortem() + + self.Send("Control called by frontend", status=200) + + def Contr + +================================================================================ +Example 666 +================================================================================ +Target: +arch.register_names[self.state.arch.sp_offset] + +Prediction: +arch.register_names[self.state.arch.sp_offset] + self.state.arch.stack_offset = self.state.arch.stack_offset - self.state.arch.stack_size + self.state.arch.stack_size = self.state.arch.stack_size - self.state.arch.stack_size + self.state. + +================================================================================ +Example 667 +================================================================================ +Target: +e in vs) + +Prediction: +e in vs) + else: + v = self._encode(k, charset) + results.append(b"=".join([v, self._encode(vs, charset, output_str)])) + return b'\n'.join(results), self.get_content_type(charset) + else: + + +================================================================================ +Example 668 +================================================================================ +Target: + if e.errno != errno.ENOENT: + +Prediction: + if e.errno != errno.ENOENT: + raise + + +def _RemoveOsLoginNssCacheDir(self): + if os.path.exists(constants.OSLOGIN_NSS_CACHE_DIR): + try: + os.rmdir(constants.OSLOGIN_NSS_CACHE_DIR) + except OSError as e: + if e.errno != + +================================================================================ +Example 669 +================================================================================ +Target: + self.model().deleteItemAtIndex(currentIndex) + +Prediction: + self.removeRow(currentIndex) + + def removeCurrentFile(self): + logger.debug("removeCurrentFile") + currentIndex = self.getRowCurrentIndex() + if not currentIndex.isValid(): + return + + self.removeRow(currentIndex + +================================================================================ +Example 670 +================================================================================ +Target: + } + +Prediction: + 'params': params, + } + + return self._send_message(message) + + def _send_message(self, message): + return self._send_message_with_timeout(message, self._timeout) + + def _send_message_with_timeout(self, message, timeout): + + +================================================================================ +Example 671 +================================================================================ +Target: +update(update_query) + +Prediction: +update(update_query) + + +def transform_sparql_delete(rdf, delete_query): + + logging.debug("performing SPARQL Delete transformation") + + if delete_query[0] == '@': # actual query should be read from file + delete_query = file(delete_query[1:]).read + +================================================================================ +Example 672 +================================================================================ +Target: + raise Http404 + +Prediction: + return HttpResponseNotFound('Not Found') + + if not rev_a or not rev_b: + return HttpResponseNotFound('Not Found') + + if not rev_a.is_active: + return HttpResponseNotFound('Not Active') + + if not rev_b.is_active: + return Htt + +================================================================================ +Example 673 +================================================================================ +Target: + self._dict_boundary) + +Prediction: + ignore_index_keys=True) + + return merged_config + + +class Source(object): + """ + A source is a configuration file that can be used to configure a set of + sources to be used in a single process. + + The so + +================================================================================ +Example 674 +================================================================================ +Target: + for i in range(8): + +Prediction: + for i in range(len(matrix)): + if matrix[i][fidx1] == 0: + matrix[i][fidx2] = x + if matrix[i][fidx2] == 0: + matrix[i][fidx1] = 1 + if matrix[i][fidx1] == 0: + matrix[i][fidx2] = + +================================================================================ +Example 675 +================================================================================ +Target: + except AttributeError: + +Prediction: + except AttributeError: + if i == 0: + break + i -= 1 + return commands + + +def get_commands_from_args(self, args): + commands = [] + for i in itertools.count(0): + try: + + +================================================================================ +Example 676 +================================================================================ +Target: + tf.debugging.assert_scalar(data) + +Prediction: + summary_metadata.add_summary_metadata(tag, summary_metadata) + return summary_metadata + + +def scalar_summary(name, data, step=None, description=None): + """A scalar summary that can be used in a summary graph. + + Args: + name: The name of the summary. + +================================================================================ +Example 677 +================================================================================ +Target: + _time() - start) + +Prediction: + sock_info.ismaster(self._pool.opts.metadata, + self._topology.max_cluster_time())) + except socket.error as e: + if e.errno == errno.ECONNREFUSED: + return (None, None) + + +================================================================================ +Example 678 +================================================================================ +Target: + sortedfasta = sort([tidyfasta, "--sizes"]) + +Prediction: + maskfasta = mask([screenfasta], mask=True) + dedupfasta = deduplicate([screenfasta]) + maskfasta = mask([screenfasta], mask=True) + dedupfasta = deduplicate([screenfasta]) + maskfasta = mask([screenfasta], mask=True) + dedupfasta = deduplicat + +================================================================================ +Example 679 +================================================================================ +Target: +pop('host_mac') + +Prediction: +pop('host_mac') + host_mac_type_key = ET.SubElement(permit_list, "host-mac-type") + host_mac_type_key.text = kwargs.pop('host_mac_type') + host_mac_type_key.text = kwargs.pop('host_mac_type') + host_mac_type_key.text = kwargs.pop('h + +================================================================================ +Example 680 +================================================================================ +Target: +omega=omega + +Prediction: +omega=omega + else: + geo.omega=-omega + + structure.add_geometry(geo) + + return structure + + +def add_residue_and_phi(structure, residue, phi=-120, psi_im1=140, omega=-370): + + if isinstance( residue, Geo ): + + +================================================================================ +Example 681 +================================================================================ +Target: + return res + +Prediction: + return res + else: + return None + + else: + res = self.add_clause(formula, no_return) + + return res + + def add_clause(self, clause, no_return=True): + + if no_return: + return s + +================================================================================ +Example 682 +================================================================================ +Target: + raise TypeError('page_size param should be an int') + +Prediction: + raise TypeError('page_size param should be of type int') + + # Page Number + if page is not None: + if type(page) == int: + if 0 <= page <= 100: + payload['page'] = page + e + +================================================================================ +Example 683 +================================================================================ +Target: +astype( + +Prediction: +to_sparse() + + def sparse_to_unmasked(self): + + return mapping_util.sparse_to_unmasked_from_mask_and_pixel_centres( + mask=self.regular_grid.mask, + sparse_grid_pixel_centres=self.sparse_grid_pixel_centres, + total_unm + +================================================================================ +Example 684 +================================================================================ +Target: +el.tag, extra) + +Prediction: +el.tag, extra) + + +def start_tag(el, attrs): + if el.tail and start_whitespace_re.search(el.tail): + extra = ' ' + else: + extra = '' + return '<%s%s>' % (el.tag, extra) + + +def start_element(el, attrs): + if el.tail and start_whitespace_re + +================================================================================ +Example 685 +================================================================================ +Target: + if joliet: + +Prediction: + if not iso_path: + raise pycdlibexception.PyCdlibInvalidInput('The iso_path parameter is required') + + if not isinstance(iso_path, str): + raise pycdlibexception.PyCdlibInvalidInput('The iso_path parameter is not a string' + +================================================================================ +Example 686 +================================================================================ +Target: + else: + +Prediction: + else: + daemon.start() + + +if __name__ == '__main__': + main(sys.argv[1:]) + + +================================================================================ +Example 687 +================================================================================ +Target: +(x1-x0) * d / 15 + +Prediction: +(x1 - x0) * (d - 15) / 15.0 + +def RgbToRyb(rgb): + d = rgb % 15 + i = int(rgb / 15) + x0 = _RgbWheel[i] + x1 = _RgbWheel[i+1] + return x0 + (x1 - x0) * (d - 15) / 15.0 + +def RybToHsv(hue): + d = hue % 15 + i = int(hue / 15) + x0 = _RybWheel[i + +================================================================================ +Example 688 +================================================================================ +Target: +self, '_set'): + +Prediction: +v, "_utype"): + v = v._utype(v) + self.__intf_ldp_sync._utype = t + if load: + self.__intf_ldp_sync.load() + + def intf_ldp_sync_set(self, v, load=False): + """ + Set LDP-SYNC operation mode on this interface + + Assumptions: + No + +================================================================================ +Example 689 +================================================================================ +Target: + raise ValueError( + +Prediction: + raise ValueError( + "Kraus operators for {0} qubits must have shape {1}x{1}: {2}".format(n, 2 ** n, kdk_sum)) + + +def _check_kraus_ops_single(n, kraus_ops): + for k in kraus_ops: + if not np.shape(k) == (2 ** n, 2 ** n): + + +================================================================================ +Example 690 +================================================================================ +Target: + self.plot_eigh1(colorbar=colorbar, cb_orientation=cb_orientation, + +Prediction: + if colorbar is True: + ax.set_xlabel(xlabel) + ax.set_ylabel(ylabel) + ax.set_xticks(tick_interval) + ax.set_yticks(tick_interval) + ax.set_xticklabels(tick_interval) + ax.set_yticklabels( + +================================================================================ +Example 691 +================================================================================ +Target: +AdsVersion(ads_version)) + +Prediction: +ads_version.version) + + +def adsSyncReadDeviceInfoReq(port, address): + # type: (int, AmsAddr) -> Tuple[str, AdsVersion] + """ + Read device information from a device at the given address. + + :param port: The port number of the device to read from. + + +================================================================================ +Example 692 +================================================================================ +Target: + PaginationConfig=config) + +Prediction: + PageSize=page_size, + MaxItems=max_items) + return response.get('Items') + + +def list_subscriptions(self, bucket_name, prefix='', delimiter='', + page_size=N + +================================================================================ +Example 693 +================================================================================ +Target: + table.append(list(row)) # copy row and insert into table + +Prediction: + table[p][j] = table[p][j] + table[p][j+1] + if p == n: + row[j+1] = row[j] + gap + table.append(list(row)) + row = list(range(n+1)) + table.append(list(row)) + row + +================================================================================ +Example 694 +================================================================================ +Target: + return test_format + +Prediction: + return test_format + + +def _format_with_same_month(format_specifier): + # gotta use a janky way of resolving the format + test_format_specifier = format_specifier + "_SAME_MONTH" + test_format = get_format(test_format_specifier, use_l10n=True) + + +================================================================================ +Example 695 +================================================================================ +Target: + if email: + +Prediction: + if email: + query = query.filter_by(email=email) + + return query + + +def user_search(username, email): + query = db.query(User) + if username: + query = query.filter_by(username=username) + + if email: + query = query.filter_by(e + +================================================================================ +Example 696 +================================================================================ +Target: + return ChosenInlineResult(**data) + +Prediction: + return data + + +def to_array(obj): + if obj is None or not obj: + return None + # end if + assert_type_or_raise(obj, dict, parameter_name="obj") + + from ..receivable.media import Location + from ..receivable.pe + +================================================================================ +Example 697 +================================================================================ +Target: + elif magic == MH_CIGAM: + +Prediction: + elif magic == MH_CIGAM: + do_macho(file, 64, BIG_ENDIAN) + elif magic == MH_CIGAM_64: + do_macho(file, 64, LITTLE_ENDIAN) + elif magic == MH_CIGAM_32: + do_macho(file, 32, LITTLE_ENDIAN) + elif magic + +================================================================================ +Example 698 +================================================================================ +Target: + network}) + +Prediction: + network}, + ) + + def delete_route(self, gateway, network): + self.make_request( + EngineCommandFailed, + method='delete', + resource='delete_route', + params={'gateway': gateway, + 'n + +================================================================================ +Example 699 +================================================================================ +Target: +- content_area * .05), int(content_area + content_area * .05)) + +Prediction: +/ 2), int(content_area / 2) + 1) + wiggle_room = wiggle_room[::-1] + wiggle_room = wiggle_room[::-1] + wiggle_room = wiggle_room[::-1] + wiggle_room = wiggle_room[::-1] + wiggle_room = wiggle_room[::-1] + wiggle_room = wiggle_room[::-1] + wig + +================================================================================ +Example 700 +================================================================================ +Target: + if len(returns) < 1: + +Prediction: + returns = returns[~np.isnan(returns)] + returns = returns[~np.isnan(returns)] + returns = returns[~np.isnan(returns)] + returns = returns[~np.isnan(returns)] + returns = returns[~np.isnan(returns)] + returns = returns[~np.isnan(returns)] + + +================================================================================ +Example 701 +================================================================================ +Target: +'<'): + +Prediction: +'<'): + tokenizer.Consume('{') + tokenizer.Consume('}') + tokenizer.Consume('>') + tokenizer.Consume('[') + tokenizer.Consume(']') + tokenizer.Consume('>') + tokenizer.Consume('<') + tokenizer.Consume('{') + + +================================================================================ +Example 702 +================================================================================ +Target: + ) + +Prediction: + ) + str_chroms = ", ".join( + as_range(g) + for _, g in groupby(str_chroms, key=lambda n, c=count(): n - next(c)) + ) + + return { + "interval": "{0}-{1}".format(int_chroms, str_chroms), + "c + +================================================================================ +Example 703 +================================================================================ +Target: + elif after is not None and not callable(after): + +Prediction: + elif after is not None and not callable(after): + raise ValueError("Expected a callable, not %r." % after) + self.subclass._callbacks[name] = (before, after) + + def __call__(self, *args, **kwargs): + self.callbac + +================================================================================ +Example 704 +================================================================================ +Target: + self.endMoveRows() + +Prediction: + self.endMoveRows(parent, index_from, index_from + length - 1, parent, index_to) + + def moveColumns(self, parent, index_from, index_to, length): + source = self.getItem(parent).childItems + + self.beginMoveColumns( + parent, i + +================================================================================ +Example 705 +================================================================================ +Target: +handle_reflection() + +Prediction: +irrad_method = self.irrad_method.replace('intensity', '') + + if self.irrad_method is not 'none' and not ignore_effects: + # TODO: only for kinds that require intensities (i.e. not orbit or + # dynamical RVs, etc) + self. + +================================================================================ +Example 706 +================================================================================ +Target: + nonewline=False, + +Prediction: + **kwargs): + """ + Logout all users and remove all their data. + + :param command: Command to execute when logout is complete. + :param note: Note to execute when logout is complete. + :param echo: Echo to stdout when logout is com + +================================================================================ +Example 707 +================================================================================ +Target: + "none": + +Prediction: + "none": + failureFlag = None + + # SETUP THE DATABASE CONNECTION + if dbConn is not None: + dbConn.connect() + + # SETUP THE DATABASE CONNECTION + if dbConn is not None: + dbConn.close() + + # SETUP THE DATABASE CONNECTION + if + +================================================================================ +Example 708 +================================================================================ +Target: +trigger.get("sensitivity") + +Prediction: +trigger.get("sensitivity") + if sensitivity is None: + continue + + if sensitivity == "auto": + sensitivity = self.auto_sensitivity + elif sensitivity == "none": + sensitivity = self.no + +================================================================================ +Example 709 +================================================================================ +Target: + catalog_uuid=enterprise_catalog_uuid + +Prediction: +code(query_string_params) + ) + return redirect(next_url) + + return self.get_enterprise_course_enrollment_page( + request, + enterprise_customer, + course, + course_run, + course_m + +================================================================================ +Example 710 +================================================================================ +Target: + diff_horiz_data = self._get_daily_data_collections( + +Prediction: + diff_horiz_data = self._get_daily_data_collections( + energyintensity.DirectNormalRadiation(), 'Wh/m2', diff_horiz) + glob_horiz_data = self._get_daily_data_collections( + energyintensity.DirectNormalRadiation(), 'Wh/m2', + +================================================================================ +Example 711 +================================================================================ +Target: +'') + +Prediction: +'') + l.append(v) + l.append('--' + boundary + '--') + l.append('') + boundary = boundary + '--' + headers = [('Content-Type', self.__getContentType(f))] + return boundary, ''.join(l), headers + + def __getContentTy + +================================================================================ +Example 712 +================================================================================ +Target: + else: + +Prediction: + Gamma_Final = (time[5]-time[1])/(autocorrelation[1]-autocorrelation[5]) + else: + Gamma_Initial = GammaGuess + Gamma_Final = GammaGuess + + if silent: + print('Gamma fit initial values are %s and %s' % ( + +================================================================================ +Example 713 +================================================================================ +Target: + return + +Prediction: + return + + for run in runs: + if run.text == '': + continue + + if run.text == '\n': + run.text = '\n' + continue + + if run.text == '\r': + run.text = '\r + +================================================================================ +Example 714 +================================================================================ +Target: + retry_wait, timeout) + +Prediction: + retry_wait, timeout) + return file + + def get_file_to_stream(self, share_name, directory_name, file_name, + stream, start_range=None, end_range=None, + range_get_content_md5=None, pr + +================================================================================ +Example 715 +================================================================================ +Target: + if len(elems) != 1: + +Prediction: + if not elems: + log.warning('Parameter {} not found.'.format(parameter_id)) + return False + for elem in elems: + if elem.tag == 'text': + if content: + elem.text = content + + +================================================================================ +Example 716 +================================================================================ +Target: +True + +Prediction: +True + + +class SaltExtModule(Module): + def __init__(self, *args, **kwargs): + super(SaltExtModule, self).__init__(*args, **kwargs) + self.dependencies = [ + 'salt-ext', + ] + + def build(self, build_dir): + self.shell.mk + +================================================================================ +Example 717 +================================================================================ +Target: + return render(request, template_name=template_name, context=context) + +Prediction: + return render(request, template_name, context) + + +@app.route('/dashboard/', methods=['GET']) +def dashboard_view(id): + session = request.session + dashboard = session.get('django_plotly_dash', {}) + if id in dashboard: + return rende + +================================================================================ +Example 718 +================================================================================ +Target: +to_ts) + +Prediction: +to_ts) + converter.convert(in_resource, out_resource) + if enqueue_convert: + enqueue_convert_path(url_string, to_type, converter, from_ts, to_ts) + is_first = False + + +def enqueue_convert_path(url_string, to_type, converter, fro + +================================================================================ +Example 719 +================================================================================ +Target: + 'callback': callback, + +Prediction: + 'callback': callback, + 'event_type': event_type + } + ) + return listener_id + + +def remove_listener(self, listener_id): + for listener in self.listeners: + if listener['uid'] == listener_i + +================================================================================ +Example 720 +================================================================================ +Target: +True + +Prediction: +True + + return False + + +def _is_leonardo_module_installed(): + """ + Check if leonardo module is installed. + """ + if _is_leonardo_module('leonardo'): + return True + else: + return False + + +def _is_leonardo_module_installed(): + " + +================================================================================ +Example 721 +================================================================================ +Target: + return struct.pack('H', bits16) + +Prediction: + return bits16 + + def _unpack_bin(self, bin): + return ((bin >> 11) & 0x1F) << 3 | ((bin >> 5) & 0x3F) + + def _pack_rgb(self, pix): + + r = (pix[0] >> 3) & 0x1F + g = (pix[1] >> 2) & 0x3F + b = (pix[2] >> 3) & 0x1F + + +================================================================================ +Example 722 +================================================================================ +Target: + return self.cursor.lastrowid + +Prediction: + return self.cursor.lastrowid + + def update(self,*args,**kw): + if args: + kw = dict([(f,arg) for f,arg in zip(self.fields,args)]) + + ks = kw.keys() + s1 = ",".join(ks) + qm = ','.join(['?']*len(ks)) + + +================================================================================ +Example 723 +================================================================================ +Target: + else: + +Prediction: + print(' + +================================================================================ +Example 724 +================================================================================ +Target: +to see available importers.') + +Prediction: +to see all importers') + sys.exit(1) + + importer_class = importers[importer_name] + importer_classes = [] + for name, entry in iteritems(importer_class): + importer_classes.append((name, entry.generic, name, entry)) + + + +================================================================================ +Example 725 +================================================================================ +Target: + filename).load_module() + +Prediction: + filename).load_module() + + # Catch the exception when the requested module is not found. + raise IOError('No such module: %s' % name) + +# Copyright (c) 2005-2009 Athena Corporation. All rights reserved. +# +# Permission is hereby granted, free of charge, + +================================================================================ +Example 726 +================================================================================ +Target: +bands + +Prediction: +bands + + +def _read_bands_from_file(self, filename): + bands = [] + + try: + for i, band in enumerate(self.bands): + bands.append(rasterio.open(self.bands_path[i]).read_band(1)) + except IOError as e: + exit + +================================================================================ +Example 727 +================================================================================ +Target: +_request_handler_chains.append(request_handler_chain) + +Prediction: +request_handler_chain = request_handler_chain + + def __call__(self, environ, start_response): + # type: (Any, Any) -> GenericResponse + return self.request_handler_chain(environ, start_response) + + +================================================================================ +Example 728 +================================================================================ +Target: + ret = _sync('pillar', saltenv, extmod_whitelist, extmod_blacklist) + +Prediction: + + if saltenv is None: + saltenv = __opts__['saltenv'] + + if refresh: + __opts__['saltenv'] = saltenv + __opts__['saltenv_refresh'] = True + + if extmod_whitelist is None: + extmod_whitelist = __opts__['extmod_whitelist'] + + + +================================================================================ +Example 729 +================================================================================ +Target: + logger.debug("name: %s", name_id.text) + +Prediction: + return None + + def find_local_id_by_name(self, name): + return self.db.find_one({'name': name}) + + def find_local_id_by_id(self, id): + return self.db.find_one({'id': id}) + + def find_local_id_by_name_and_id(self, name, id): + + +================================================================================ +Example 730 +================================================================================ +Target: + if state.etag is not None: + +Prediction: + response = self.request(request) + return response.json() + + +class Activity(object): + def __init__(self, activity_id, activity_type, activity_name, activity_description, activity_state, activity_state_content, activity_state_content_type, a + +================================================================================ +Example 731 +================================================================================ +Target: + if remaining == 0: + +Prediction: + + if remaining: + yield part + + return part_generator(n) + + def peek_all(self): + """ + Returns all the bytes in the queue + """ + + return self._parts[:] + + + +================================================================================ +Example 732 +================================================================================ +Target: +CLIError(usage) + +Prediction: +CLIError(usage) + + if not (pem or all([key, cert])): + raise CLIError(usage) + + if not (pem or all([key, cert])): + raise CLIError(usage) + + if not (pem or all([key, cert])): + raise CLIError(usage) + + if not (pem or all([key, cer + +================================================================================ +Example 733 +================================================================================ +Target: +os.path.abspath(filepath)) + +Prediction: +filepath) + + +def _package_suffix(name): + loader = pkgutil.get_loader(name) + if loader is None or name == '__main__': + return '' + + if hasattr(loader, 'get_filename'): + filename = loader.get_filename(name) + else: + # Fall back + +================================================================================ +Example 734 +================================================================================ +Target: +is %r", o) + +Prediction: +status: %s", o) + return o + + +def get_selinux_status_list(): + getenforce_command_exists() + o = run_cmd(["getenforce"], return_output=True).strip() # libselinux-utils + logger.debug("SELinux status list: %s", o) + return o + + +def get_selinux_stat + +================================================================================ +Example 735 +================================================================================ +Target: + if setup.flag_ylabel and setup.fmt_ylabel: + +Prediction: + if setup.flag_ylabel and setup.fmt_ylabel: + _set_plot(plt.ylabel, setup.fmt_ylabel, s) + if setup.flag_zlabel and setup.fmt_zlabel: + _set_plot(plt.zlabel, setup.fmt_zlabel, s) + if setup.flag_xlim and setup.fmt_xli + +================================================================================ +Example 736 +================================================================================ +Target: + self._process_line(line) + +Prediction: + log.debug("TO SERVER: %s", line) + self.process_line(line) + + # process each line after logging all lines + for line in self.buffer: + log.debug("FROM SERVER: %s", line) + if not line: + c + +================================================================================ +Example 737 +================================================================================ +Target: + file + ".") + +Prediction: + file + " because it is not installed.") + +def removeDir(dir): + if "y" in speech.question("Are you sure you want to remove " + dir + "? (Y/N): "): + speech.speak("Removing " + dir + " with the 'rm' command.") + subprocess.call(["rm", "-r", dir]) + else: + sp + +================================================================================ +Example 738 +================================================================================ +Target: + self.append_metrics(metrics, 'epoch') + +Prediction: + self.last_epoch_time = now + return metrics + + +class TestConfig(unittest.TestCase): + def test_config_file(self): + config = Config() + self.assertEqual(config.config_file, None) + config.config_file = 'test.conf' + s + +================================================================================ +Example 739 +================================================================================ +Target: + """ + +Prediction: + + """ + return XViewProfile() + + +class XViewProfile(object): + """ + A profile data for a view. + """ + def __init__(self): + """ + Initializes a new instance of the XViewProfile class. + """ + self.profi + +================================================================================ +Example 740 +================================================================================ +Target: + delta_x = self._libinput.libinput_event_gesture_get_dx_unaccelerated( + +Prediction: + + if self.delta_x is None or self.delta_y is None: + raise AttributeError(_wrong_prop.format(self.type)) + + if self.type == EventType.GESTURE_SWIPE_UPDATE: + return self.delta_x - self.delta_y + elif self.type == EventType.GESTURE_PINCH_UPDATE: + retur + +================================================================================ +Example 741 +================================================================================ +Target: +requests.LeaseRequest]: + +Prediction: +"command"]: + for command in batched_commands["command"]: + if command.__class__ in self._manager.commands: + self._manager.commands[command.__class__].dispatch(command) + + if "command" in self._manager.c + +================================================================================ +Example 742 +================================================================================ +Target: +site_data, indent=4) + +Prediction: +site_data) + r.env.site = site + r.env.site_data = site_data + return r + +def set_site_specifics_from_dict(self, site, dict): + r = self.local_renderer + site_data = dict.get(site, {}) + r.env.site = site + + +================================================================================ +Example 743 +================================================================================ +Target: + name = '.'.join((field.dtype.__module__, field.dtype.__name__)) + +Prediction: + dtype_def_para.append(dtype_node) + dtype_def_para.append(dtype_def) + dtype_def_para.append(nodes.term(text=' (')) + dtype_def_para.append(nodes.term(text=')')) + dtype_def_para.append(nodes.term(text=' ')) + dtype_def_para.append(nodes.term + +================================================================================ +Example 744 +================================================================================ +Target: + lClassId = classId.lower() + +Prediction: + if classId in _ManagedObjectMeta.__class__.__dict__: + return classId + return FindClassIdInMoMetaIgnoreCase(classId.__class__) + +def FindClassIdInMoMetaIgnoreCase(classId): + if not classId: + return None + if classId in _ManagedObjectMeta: + return c + +================================================================================ +Example 745 +================================================================================ +Target: + except ImportError: + +Prediction: + except ImportError: + raise ImportError("Cannot import module %r" % ep) + else: + return obj.__dict__[obj_path] + + +def _build_backend_setup(): + backend = _build_backend() + backend.__dict__['__backend__'] = backend + backend.__dict_ + +================================================================================ +Example 746 +================================================================================ +Target: + return next_sketch, att, aligned_hidden_sketch + +Prediction: + + return aligned_hidden_sketch, next_sketch + + +def attention_gen(hidden_for_sketch, hidden_for_attn_alignment, sketch, key, cum_att): + with tf.name_scope('attention_gen'): + sketch_dims = hidden_for_sketch.get_shape().as_list() + batch + +================================================================================ +Example 747 +================================================================================ +Target: + binds = ['{0}:{1}:rw'.format(script_dir, container_script_dir)] + +Prediction: + if tail: + volumes.append(tail) + client.create_container( + container_name=c_name, + container_type=container_type, + container_size=container_size, + container_co + +================================================================================ +Example 748 +================================================================================ +Target: + n_features = X.shape[1] + +Prediction: + return np.sum(Xr ** 2) + + +def score_samples_from_predictions(self, X, y): + check_is_fitted(self, "mean_") + + # X = check_array(X) + Xr = X - self.mean_ + return np.sum(Xr ** 2) + + +def score_samples_from_predictions_from_sampl + +================================================================================ +Example 749 +================================================================================ +Target: +lstrip().rstrip(): + +Prediction: +replace(' ', ''): + tag_id.append(tag.id) + return tag_id + +def get_tag_id(note_store, my_tags): + tag_id = [] + listtags = note_store.listTags() + # cut the string by piece of tag with comma + for my_tag in m + +================================================================================ +Example 750 +================================================================================ +Target: +offset = registry_value.offset + +Prediction: +key_name = registry_value.name + event_data.timestamp = timestamp + event_data.value_data = values[0][1] + values_dict[registry_value.name] = event_data + + return values_dict + + +class OfficeMRUWindowsRegistryEventData(object): + def __init__(s + +================================================================================ +Example 751 +================================================================================ +Target: +exist') + +Prediction: +contain iScsi initiator name') + raise exception.IloError(msg) + + def get_iscsi_target_info(self): + headers, bios_uri, bios_settings = self._check_bios_resource() + if('links' in bios_settings and 'iScsi' in bios_settings['links']) + +================================================================================ +Example 752 +================================================================================ +Target: + self._uri, + +Prediction: + self._url, + params=params, + ) + + return self._pipeline.run(http.request, payload) + + def _read_timeout(self): + if hasattr(self, '_m_timeout'): + return self._m_timeout + + if self._s_timeout is no + +================================================================================ +Example 753 +================================================================================ +Target: + return command + +Prediction: + return command + + +def get_commit_sha(self, message): + return self.get_commit_command(message, author=None).split()[1] + + +def get_commit_sha_from_commit(self, commit): + return get_commit_sha(commit) + + +def get_commit_sha_from_commit_messa + +================================================================================ +Example 754 +================================================================================ +Target: + "Please ensure that this contract instance has an address." + +Prediction: + "When using `ContractFunction.buildTransaction` from a contract factory " + "you must provide a `to` address with the transaction" + ) + + if 'from' not in built_transaction: + raise ValueError( + + +================================================================================ +Example 755 +================================================================================ +Target: +order the result set such + +Prediction: +count the number of pattern + parameters that are matched by the pattern. This is what + ``parameter_distance`` tracks. + + The solution is to count the number of pattern parameters that + are matched by the pattern. This is what ` + +================================================================================ +Example 756 +================================================================================ +Target: +values + +Prediction: +values + + +def _num_values_for_dim(self, vdr_dict, dim): + values = 1 + for x in range(0, vdr_dict['num_dims']): + if (vdr_dict['dim_vary'][x] != 0): + values = values * vdr_dict['dim_sizes'][x] + return values + + +def + +================================================================================ +Example 757 +================================================================================ +Target: + yield node_id + +Prediction: + yield node_id + + def get_phrases_by_cat(self, ns=None, layer='syntax', cat_key='cat', cat_val='NP'): + if not ns: + ns = self.ns + + for node_id in select_nodes_by_layer(self, '{0}:{1}'.format(ns, layer), cat_key): + + +================================================================================ +Example 758 +================================================================================ +Target: + copyfile_atomic(source_path, dest_path, make_parents=make_parents, backup_suffix=backup_suffix) + +Prediction: + shutil.copytree(source_path, dest_path, symlinks=symlinks) + + +def copytree_file(source_path, dest_path, make_parents=False, backup_suffix=None, symlinks=False): + if os.path.isdir(source_path): + with atomic_output_file(dest_path, make_parents=make_pa + +================================================================================ +Example 759 +================================================================================ +Target: + } + +Prediction: + 'error': result.error() + } + return render( + template_name='main.html', + context={'content': value}, + request=request) + else: + + +================================================================================ +Example 760 +================================================================================ +Target: + verbose_atts = [verbose_atts] + +Prediction: + verbose_atts = [verbose_atts] + if not isinstance(attempts, (list, tuple)): + attempts = [attempts] + if not isinstance(attempts, (list, tuple)): + attempts = [attempts] + if not isinstance(attempts, (list, tuple)): + attemp + +================================================================================ +Example 761 +================================================================================ +Target: + path = content.decode() + +Prediction: + return content + + def set_backing_file(self, content): + + with open(self._path, 'wb') as f: + f.write(content) + + self.backing_file_offset = len(content) + self.backing_file_size = len(content) + + def read_backing_fi + +================================================================================ +Example 762 +================================================================================ +Target: +qs + +Prediction: +qs + + +class Placeholder(models.Model): + """ + A placeholder is a single item that is added to the resultset when the user clicks on a placeholder in the resultset. + """ + __tablename__ = 'placeholders' + id = models.AutoField(primary_key=True) + + +================================================================================ +Example 763 +================================================================================ +Target: +'kind'].lower() + +Prediction: +'kind'].lower() + + return super(Dataset, self).get_dataset(**kwargs) + + +class DatasetContext(object): + """ + A context object that can be used to control the dataset configuration. + """ + + def __init__(self, dataset=None, **kwargs): + + +================================================================================ +Example 764 +================================================================================ +Target: +in open(self.fam_file): + +Prediction: +in open(self.fam_file, 'r'): + if line.startswith('#'): + continue + if line.startswith('#'): + continue + if line.startswith('#'): + continue + if line.startswith('#'): + + +================================================================================ +Example 765 +================================================================================ +Target: + pass + +Prediction: + pass + self._remove_debug_handlers() + self._remove_debug_only() + + def _remove_debug_handlers(self): + for handler in self._debug_handlers: + logging.removeHandler(handler) + self._debug_handlers.remove( + +================================================================================ +Example 766 +================================================================================ +Target: + value + +Prediction: + value + else: + raise ValueError("Too many samples") + + self.count = c + + +class Sample(object): + def __init__(self, value): + self.value = value + self.count = 0 + + def __repr__(self): + return "" % self.value + + def __str__(s + +================================================================================ +Example 767 +================================================================================ +Target: +settings, 'SPECTATOR_SLUG_SALT'): + +Prediction: +settings, 'SPECTATOR_SLUG_SALT'): + salt = settings.SPECTATOR_SLUG_SALT + + return ''.join([alphabet[random.randint(0, len(alphabet) - 1)], + salt[random.randint(0, len(salt) - 1)], + value]) + + +def generate_slug_f + +================================================================================ +Example 768 +================================================================================ +Target: +encrypted_string) + +Prediction: +encrypted_string) + + +class CouchbaseConnection(object): + """ + A connection to a Couchbase server. + """ + + def __init__(self, connection_string, connection_timeout=None, **kwargs): + self.connection_string = connection_string + self.co + +================================================================================ +Example 769 +================================================================================ +Target: + t.join() + +Prediction: + t.join() + self.logger.debug("worker threads stopped") + + def _start_worker_threads(self): + for x in range(self.number_of_threads): + self.thread_list.append(threading.Thread(target=self._worker_thread)) + sel + +================================================================================ +Example 770 +================================================================================ +Target: + gstats = do_levmarq(s, glbl_nms, max_iter=glbl_mx_itr, run_length= + +Prediction: + log.set_level('info') + log.set_level('warning') + log.set_level('error') + log.set_level('critical') + log.set_level('fatal') + log.set_level('notice') + l + +================================================================================ +Example 771 +================================================================================ +Target: +default + +Prediction: +options[pname] + plugin_args.add_argument("--%s" % pname, **defaults) + + plugin_args.add_argument("--plugin-dir", default="", help="Plugin directory") + plugin_args.add_argument("--plugin-file", default="", help="Plugin file") + plugin_args.add + +================================================================================ +Example 772 +================================================================================ +Target: + logger.debug("Seeking to {} seconds; frame {}".format(self.clock.time, + +Prediction: + # Resume the stream + self.resume() + +def seek_to_time(self, value): + # Pause the stream + self.pause() + # Make sure the movie starts at 1s as 0s gives trouble. + self.clock.time = value + # Resume the stream + self.resume() + +def seek_to_start(self): + + +================================================================================ +Example 773 +================================================================================ +Target: +None: + +Prediction: +None: + coro = get_current_coroutine() + + def decorator(func): + @functools.wraps(func) + def wrapper(*args, **kwargs): + try: + return handler(func, coro, args, kwargs) + except Exception as e: + + +================================================================================ +Example 774 +================================================================================ +Target: + dict() + +Prediction: + copy.deepcopy(data_and_metadata.hardware_source_metadata) + hardware_source_metadata.hardware_source_id = hardware_source_id + hardware_source_metadata.channel_index = channel_index + hardware_source_metadata.channel_name = channel_name + + +================================================================================ +Example 775 +================================================================================ +Target: +output_shell: + +Prediction: +channel.recv(1).decode() == b"\x00": + result += recv_part + count += 1 + else: + raise Exception("Received unexpected data") + except socket.timeout: + raise Excep + +================================================================================ +Example 776 +================================================================================ +Target: + params = copy_params(request.GET, ignore_params) + +Prediction: + service_url += u"?" + request.GET + return service_url + + +def get_current_url_params(request): + if request.GET: + return {'q': request.GET} + return {} + + +def get_current_url_params_params(request): + if request.GET: + return {'q + +================================================================================ +Example 777 +================================================================================ +Target: + return model + +Prediction: + return model + +def read_model_table_from_file(modelfile): + model = read_model_table(modelfile) + return model + +def write_model_table(model,modelfile): + outfd = gzip.open(modelfile,'w') + np.savetxt(outfd,model,fmt='%.10f') + outfd.close() + +d + +================================================================================ +Example 778 +================================================================================ +Target: + component = components[i] # np.argwhere(labels==i).flatten() + +Prediction: + if components[i] == 'closed': + closed_components.append(i) + else: + transition_states.append(i) + + # print "closed components" + # print closed_components + # print "transition states" + # print transition_states + +================================================================================ +Example 779 +================================================================================ +Target: + return callback(config) + +Prediction: + callback(self, **kwargs) + + return vnetwork_dvpgs + + +def get_vnetwork_dvpgs_output_vnetwork_dvpgs_dvs_nn_nn(self, **kwargs): + config = ET.Element("config") + get_vnetwork_dvpgs = ET.Element("get_vnetwork_dvpgs") + config = g + +================================================================================ +Example 780 +================================================================================ +Target: + bp = BelRdfProcessor(g) + +Prediction: + indra_stmts = [] + for stmt in g.stmts: + if stmt.type == 'indra': + indra_stmts.append(stmt) + # Process INDRA statements + indra_stmts = [s for s in indra_stmts if s.type == 'indra'] + for stmt in indra_stmts: + if stmt. + +================================================================================ +Example 781 +================================================================================ +Target: + self.dunder_all_error = None + +Prediction: + self.dunder_comment = None + self.dunder_comment_start = None + self.dunder_comment_end = None + self.dunder_comment_line = None + self.dunder_comment_line_start = None + self.dunder_comment_line_end = None + sel + +================================================================================ +Example 782 +================================================================================ +Target: + return text.replace('\x00', '^') + +Prediction: + return text + + +def strip_comments(text): + ## temporarily escape out ^^ + text = text.replace('^^', '\x00') + for token, foo in _COMMENTS: + text = text.replace(token, '') + return text + + +def strip_strings(text): + ## temporarily escape + +================================================================================ +Example 783 +================================================================================ +Target: + predictor + +Prediction: + predictor + + def _fit_model(self, X, y, predictor=None, fit_mode=False): + """ + Fit the model using the given predictor. + + Parameters + ---------- + X : array-like, shape (n_samples, n_features) + Training data, + +================================================================================ +Example 784 +================================================================================ +Target: += self.settings[u"initial_presence"] + +Prediction: += self.peer.presence + if presence is None: + return + if presence.status == Presence.STATUS_ACCEPTED: + self.stream.send_message(Message('ACCEPTED', self.me)) + elif presence.status == Presence.STA + +================================================================================ +Example 785 +================================================================================ +Target: + data = _status_query(target, hostname, service=service, enumerate=numeric) + +Prediction: + service_status = { + 'status': 'started', + 'hostname': hostname, + 'service': service, + 'target': target, + 'numeric': numeric, + } + + return service_status + + +def service_status_status(hostname=None, service=None, ** + +================================================================================ +Example 786 +================================================================================ +Target: + raise SkypeError(0, 'Group creating failed') + +Prediction: + return None + + def DeleteGroup(self, GroupName): + groups = self.CustomGroups + self._DoCommand('DELETE GROUP %s' % tounicode(GroupName)) + for g in self.CustomGroups: + if g in groups and g.DisplayName == GroupName: + + +================================================================================ +Example 787 +================================================================================ +Target: + ret = {} + +Prediction: + return cur.fetchall() + + +def get_jid(jid): + conn = _get_conn() + cur = conn.cursor() + sql = '''SELECT ''' \ + '''jid, tgt_type, cmd, tgt, kwargs, ret, username, arg, fun ''' \ + '''FROM jids''' + if __opts__['keep_jobs'] != 0: + + +================================================================================ +Example 788 +================================================================================ +Target: +lineno += 1 + +Prediction: +lexmatch.set("reg", reg) + token.lexer.lexmatch.set("text", text) + token.lexer.lexmatch.set("label", label) + + +def t_GUIDELINE_END(self, token): + ur'-\s(?P[a-zA-Z0-9]+[+]+)\)\s\[(?P