diff --git a/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855/model_10000/config.json b/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855/model_10000/config.json new file mode 100644 index 0000000000000000000000000000000000000000..3da42b2ddfc762898ec6f30180447acb6dcd2e46 --- /dev/null +++ b/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855/model_10000/config.json @@ -0,0 +1,31 @@ +{ + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 0, + "dtype": "bfloat16", + "eos_token_id": 1, + "head_dim": 64, + "hidden_act": "silu", + "hidden_size": 512, + "initializer_range": 0.02, + "intermediate_size": 1376, + "max_position_embeddings": 2048, + "max_sequence_length": 1024, + "mlp_bias": false, + "model_type": "llama", + "num_attention_heads": 8, + "num_hidden_layers": 8, + "num_key_value_heads": 8, + "pad_token_id": -1, + "pretraining_tp": 1, + 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b/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6037b586e91b84ed7ad1e02ea4cb068f147896 --- /dev/null +++ b/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_A100_ppl_30_1190_20260416_193855.txt @@ -0,0 +1,220 @@ +W0416 19:38:59.046500 40129 site-packages/torch/distributed/run.py:793] +W0416 19:38:59.046500 40129 site-packages/torch/distributed/run.py:793] ***************************************** +W0416 19:38:59.046500 40129 site-packages/torch/distributed/run.py:793] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. +W0416 19:38:59.046500 40129 site-packages/torch/distributed/run.py:793] ***************************************** +Starting script +2026-04-16 19:39:26.782 | INFO | __main__:main:45 - Global rank 1, local rank 1, device: 1 +[W416 19:39:26.449302036 CUDAAllocatorConfig.h:28] Warning: expandable_segments not supported on this platform (function operator()) +2026-04-16 19:39:26.785 | INFO | __main__:main:48 - Process group initialized +Starting script +Starting script +Starting script +2026-04-16 19:39:29.098 | INFO | __main__:main:45 - Global rank 0, local rank 0, device: 0 +[W416 19:39:29.765512503 CUDAAllocatorConfig.h:28] Warning: expandable_segments not supported on this platform (function operator()) +2026-04-16 19:39:29.101 | INFO | __main__:main:48 - Process group initialized +2026-04-16 19:39:29.101 | INFO | __main__:main:54 - Using dist with rank 0 (only rank 0 will log) +2026-04-16 19:39:29.101 | INFO | __main__:main:55 - **************************************** +2026-04-16 19:39:29.101 | INFO | __main__:main:56 - Starting training with the arguments +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - model_config configs/llama_60m.json +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - exp_config exp_v2/configs/llama_60m.json +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - eval_every 1000 +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - save_every 10000 +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - dtype bfloat16 +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - seed 0 +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - compile True +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - dynamo_suppress_errors True +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - dynamo_cache_limit 10000 +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - memory_cleanup_frequency 10000 +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - resume_step None +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - restore_optimizer False +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - continue_from None +2026-04-16 19:39:29.101 | INFO | __main__:main:58 - single_gpu False +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - save_dir /mnt/dhwfile/tancheng/panjiabao/Result/SAC_C4/work_dirs/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_20260416_193855 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - use_hf_model False +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - workers 12 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - batch_size 128 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - gradient_accumulation None +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - total_batch_size 512 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - lr 0.003 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - warmup_steps 1000 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - num_training_steps 10000 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - max_train_tokens None +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - optimizer radam +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - max_length 256 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - scheduler cosine +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - min_lr_ratio 0.1 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - weight_decay 0.0 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - grad_clipping 0.0 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - activation_checkpointing False +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - data_path /mnt/dhwfile/tancheng/panjiabao/dataset/C4/en +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - data_name en +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - tags None +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - name test +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - project test +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - unset_wandb False +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - entity None +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - wandb_dir /mnt/dhwfile/tancheng/panjiabao/Result/SAC_C4/work_dirs/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_20260416_193855 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - beta1 0.9 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - beta2 0.99 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - beta3 0.99 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - eps 1e-08 +2026-04-16 19:39:29.102 | INFO | __main__:main:58 - rank 128 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - update_proj_gap 50 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - galore_scale 1.0 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - proj_type std +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - proj_quant False +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - proj_bits 8 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - proj_group_size 256 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - weight_quant False +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - weight_bits 8 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - weight_group_size 256 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - stochastic_round False +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - simulation False +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - cos_threshold 1 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - gamma_proj 2 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - queue_size 5 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - proj random +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - scale_type tensor +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - apollo_scale 1.0 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - scale_front False +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - n_clusters 3 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - scale_update_freq 500 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - scale_level 1,0,1,1 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - scale_bound None +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - metric mean +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - align_grad False +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - dim 4096 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - n_heads 32 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - muon_ns_steps 5 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - muon_momentum 0.95 +2026-04-16 19:39:29.103 | INFO | __main__:main:58 - nproc_per_node 4 +2026-04-16 19:39:29.103 | INFO | __main__:main:59 - **************************************** +2026-04-16 19:39:29.103 | INFO | __main__:main:68 - Wandb directory set to: /mnt/dhwfile/tancheng/panjiabao/Result/SAC_C4/work_dirs/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_20260416_193855 +2026-04-16 19:39:29.332 | INFO | __main__:main:45 - Global rank 3, local rank 3, device: 3 +[W416 19:39:29.999955808 CUDAAllocatorConfig.h:28] Warning: expandable_segments not supported on this platform (function operator()) +2026-04-16 19:39:29.335 | INFO | __main__:main:48 - Process group initialized +2026-04-16 19:39:29.346 | INFO | __main__:main:45 - Global rank 2, local rank 2, device: 2 +[W416 19:39:29.012465819 CUDAAllocatorConfig.h:28] Warning: expandable_segments not supported on this platform (function operator()) +2026-04-16 19:39:29.348 | INFO | __main__:main:48 - Process group initialized + Resolving data files: 0%| | 0/1032 [00:00 will be ignored +[rank1]:W0416 19:39:44.434950 40283 site-packages/torch/_logging/_internal.py:1081] [0/0] Profiler function will be ignored +[rank2]:W0416 19:39:44.441236 40284 site-packages/torch/_logging/_internal.py:1081] [0/0] Profiler function will be ignored +[rank3]:W0416 19:39:44.444053 40285 site-packages/torch/_logging/_internal.py:1081] [0/0] Profiler function will be ignored + Update steps: 0%| | 1/10000 [00:19<54:45:01, 19.71s/it] Update steps: 0%| | 2/10000 [00:19<22:44:47, 8.19s/it] Update steps: 0%| | 4/10000 [00:19<8:36:26, 3.10s/it] Update steps: 0%| | 6/10000 [00:20<4:37:58, 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- Loading validation data from 8 local validation files +2026-04-16 19:58:55.394 | INFO | utils.eval:evaluate_model:43 - Loaded validation dataset in 1.20 seconds +2026-04-16 19:58:55.395 | INFO | utils.eval:evaluate_model:60 - Eval set prepared in 1.20 seconds + Update steps: 100%|███████████████████████| 10000/10000 [19:20<00:00, 12.56it/s]2026-04-16 19:59:41.247 | INFO | __main__:main:505 - Eval loss at step 10000: 3.405157022460426, Eval perplexity: 30.119024715995604 +2026-04-16 19:59:41.256 | INFO | __main__:main:405 - Reached max number of update steps (10000). Stopping training. +2026-04-16 19:59:41.256 | INFO | __main__:main:406 - Rank 0 stopping training. +2026-04-16 19:59:41.256 | INFO | __main__:main:539 - Training finished + Update steps: 100%|███████████████████████| 10000/10000 [19:59<00:00, 8.34it/s] +2026-04-16 19:59:41.258 | INFO | __main__:main:574 - Running final evaluation +2026-04-16 19:59:41.500 | INFO | utils.eval:evaluate_model:21 - Loading validation data from 8 local validation files +2026-04-16 19:59:42.364 | INFO | utils.eval:evaluate_model:43 - Loaded validation dataset in 0.87 seconds +2026-04-16 19:59:42.365 | INFO | utils.eval:evaluate_model:60 - Eval set prepared in 0.87 seconds +Rank 2 finished successfullyRank 1 finished successfully + +Rank 3 finished successfully +2026-04-16 20:00:22.975 | INFO | __main__:main:594 - Final eval loss: 3.405157022460426, Final eval perplexity: 30.119024715995604 +2026-04-16 20:00:22.975 | INFO | __main__:main:596 - Script finished successfully +Rank 0 finished successfully +wandb: +wandb: You can sync this run to the cloud by running: +wandb: wandb sync /mnt/dhwfile/tancheng/panjiabao/Result/SAC_C4/work_dirs/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_20260416_193855/wandb/offline-run-20260416_193929-jnmpf3rd +wandb: Find logs at: ../../../../dhwfile/tancheng/panjiabao/Result/SAC_C4/work_dirs/60m/radam_lr3e_3_b1_0_9_b2_0_99_eps_1e_8_20260416_193855/wandb/offline-run-20260416_193929-jnmpf3rd/logs +[rank0]:[W416 20:00:24.802520798 ProcessGroupNCCL.cpp:1250] Warning: WARNING: process group has NOT been destroyed before we destruct ProcessGroupNCCL. On normal program exit, the application should call destroy_process_group to ensure that any pending NCCL operations have finished in this process. In rare cases this process can exit before this point and block the progress of another member of the process group. This constraint has always been present, but this warning has only been added since PyTorch 2.4 (function operator())