Upload logs-21
Browse files
config.yaml
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actor:
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model:
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model_type: openpi_pytorch
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precision: fp32
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is_lora: false
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lora_rank: 32
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num_action_chunks: 20
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action_dim: 10
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use_proprio: true
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num_steps: 5
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add_value_head: false
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openpi:
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task: sft
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config_name: pi05_singlefranka_tcp_rot6d
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num_images_in_input: 3
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action_chunk: 20
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action_env_dim: 10
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model_action_dim: 32
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paligemma_variant: gemma_2b
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action_expert_variant: gemma_300m
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max_token_len: 200
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discrete_state_input: false
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assets_dir: /mnt/workspace/embody-h2/users/zhaozihao/DAgger/assets/pi05_singlefranka_tcp_rot6d/umi_left_franka_tcp_rot6d
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asset_id: fold_towel_umi-50plusEgodagger-franka_post_train_80_20
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model_path: /mnt/workspace/embody-h2/users/zhaozihao/checkpoint_archive/fold_towel_umi50plusEgodagger_sft4000_weights_only
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fsdp_config:
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strategy: fsdp
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sharding_strategy: full_shard
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gradient_checkpointing: true
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cpu_offload: false
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offload_pin_memory: false
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reshard_after_forward: true
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enable_gradient_accumulation: true
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forward_prefetch: false
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limit_all_gathers: false
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backward_prefetch: null
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use_orig_params: true
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use_liger_kernel: false
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mixed_precision:
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param_dtype: bf16
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reduce_dtype: fp32
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buffer_dtype: fp32
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amp_autocast:
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enabled: false
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precision: bf16
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grad_scaler:
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enabled: false
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init_scale: null
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growth_interval: null
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gradient_checkpointing_use_reentrant: false
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group_name: ActorGroup
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training_backend: fsdp
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micro_batch_size: 16
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eval_batch_size: 1
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global_batch_size: 128
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seed: 0
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optim:
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lr: 2.5e-06
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adam_beta1: 0.9
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adam_beta2: 0.95
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adam_eps: 1.0e-08
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weight_decay: 1.0e-10
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clip_grad: 1.0
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total_training_steps: 20000
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lr_warmup_steps: 500
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lr_scheduler: openpi_cosine
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num_cycles: 0.5
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min_lr: 2.5e-07
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cluster:
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num_nodes: 1
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component_placement:
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actor: 0-3
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runner:
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task_type: sft
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logger:
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log_path: /mnt/workspace/embody-h2/users/zhaozihao/DAgger/logs/fold_towel_umi-50plusEgodagger-franka-1
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project_name: rlinf
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experiment_name: umi_left_franka_tcp_rot6d_openpi_pytorch_post-train-weights-only8-2
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logger_backends:
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- tensorboard
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max_epochs: -1
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max_steps: 20000
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val_check_interval: -1
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save_interval: 2000
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resume_dir: null
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checkpoint_offload_dir: /mnt/workspace/embody-h2/users/zhaozihao/checkpoint_archive
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per_worker_log: false
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per_worker_log_path: null
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data:
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train_data_paths: dataset/fold_towel_umi-50plusEgodagger-franka
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post_train: true
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post_train_data_path: /mnt/workspace/embody-h2/users/zhaozihao/DAgger/egodagger_dataset/fold_towel_umi-egodagger2-franka
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post_train_demo_ratio: 0.8
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post_train_correction_ratio: 0.2
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repo_id: ''
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num_workers: 4
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algorithm:
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adv_type: gae
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reward:
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use_reward_model: false
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critic:
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use_critic_model: false
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events.out.tfevents.1786472061.nb-yvzymxo9gc-0.275670.0
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:92e5a754430b2feb421832c7ad0bf51dd48a19701918d0647155428c6d9cd661
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size 4991468
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