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Upload baselines/vitra-cotrain/H100_R000/config.json with huggingface_hub

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baselines/vitra-cotrain/H100_R000/config.json ADDED
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+ {
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+ "vla_name": "VITRA_Paligemma",
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+ "task_name": "Cotrain_H100_R000_seed42",
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+ "model": "vitra_paligemma2",
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+ "fwd_pred_next_n": 16,
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+ "seed": 42,
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+ "batch_size": 8,
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+ "total_batch_size": 32,
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+ "output_root": "/rlwrld-unified-checkpoints/seunghoon/vitra_cotrain/runs/checkpoints",
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+ "log_root": "/rlwrld-unified-checkpoints/seunghoon/vitra_cotrain/runs/logs",
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+ "cache_root": "/rlwrld-unified-checkpoints/seunghoon/vitra_cotrain/runs/cache/vitra_paligemma2",
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+ "pretrain_path": "/sjw_alinlab/home/seunghoon/vitra_cotrain/models/vitra-vla-3b.pt",
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+ "model_load_path": null,
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+ "resume": true,
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+ "wandb_project": "vitra_inspire_cotrain",
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+ "wandb_entity": "",
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+ "save_steps": 2500,
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+ "epoch_save_interval": 100000,
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+ "use_bf16": true,
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+ "use_fov": true,
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+ "untied_cognition_token": true,
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+ "use_state": "DiT",
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+ "loss_type": "robot",
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+ "train_setup": {
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+ "freeze_option": "freeze_vision_encoder"
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+ },
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+ "state_encoder": {
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+ "state_dim": 212
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+ },
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+ "action_model": {
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+ "model_type": "DiT-B",
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+ "token_size": 2304,
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+ "action_dim": 192,
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+ "hidden_size": 1024
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+ },
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+ "vlm": {
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+ "type": "PaliGemmaForConditionalGeneration",
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+ "name": "paligemma",
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+ "pretrained_model_name_or_path": "/sjw_alinlab/home/seunghoon/vitra_cotrain/models/paligemma2-3b-mix-224"
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+ },
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+ "trainer": {
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+ "sharding_strategy": "shard-grad-op",
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+ "strategy": "fsdp_paligemma_with_checkpointing",
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+ "lr_scheduler_type": "backbone-freeze-warmup",
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+ "learning_rate": 3.5e-06,
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+ "gradient_clip_val": 1.0,
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+ "weight_decay": 0.1,
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+ "max_epochs": 100000,
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+ "max_steps": 10000,
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+ "reduce_in_full_precision": true,
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+ "enable_mixed_precision_training": false,
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+ "enable_gradient_checkpointing": true,
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+ "action_model_learning_rate": 3.5e-06,
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+ "llm_freeze_step": 0,
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+ "warmup_ratio": null,
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+ "optimizer_betas": [
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+ 0.9,
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+ 0.95
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+ ]
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+ },
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+ "train_dataset": {
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+ "data_root_dir": "/sjw_alinlab/home/seunghoon/vitra_cotrain/subsets/H100_R000",
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+ "augmentation": true,
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+ "set_none_ratio": 0.0,
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+ "data_mix": "inspire_cotrain",
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+ "num_workers": 8,
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+ "prefetch_factor": null,
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+ "flip_augmentation": 1.0,
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+ "action_type": "angle",
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+ "use_rel": false,
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+ "clip_len": null,
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+ "normalization": true,
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+ "state_mask_prob": 0.1,
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+ "mixture": {
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+ "human_dataset": "vitra_human",
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+ "robot_dataset": "inspire_robot",
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+ "human_ratio": 100.0,
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+ "robot_ratio": 0.0,
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+ "samples_per_epoch": 100000,
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+ "human_root_dir": null,
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+ "robot_root_dir": null,
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+ "human_statistics_path": null,
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+ "robot_statistics_path": null
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+ }
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+ },
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+ "repeated_diffusion_steps": 2,
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+ "config": "/tmp/tmp.LMzFpMvuD8.json",
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+ "data_mix": null,
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+ "debug": false,
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+ "num_workers": null,
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+ "prefetch_factor": null
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+ }