Eval reproduced! Train running (but not reproduced)
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@@ -1,5 +1,14 @@
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seed: 1337
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log_dir: logs/2024_01_26_train
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exp_name: default
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device: cuda
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buffer_device: cuda
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eval_freq: 1000
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save_freq: 10000
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eval_episodes: 20
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save_video: false
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save_model: false
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save_buffer: false
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# env
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env: simxarm
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@@ -8,6 +17,14 @@ from_pixels: True
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pixels_only: False
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image_size: 84
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reward_scale: 1.0
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# xarm_lift
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episode_length: 25
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modality: 'all'
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action_repeat: 2 # TODO(rcadene): verify we use this
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discount: 0.9
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train_steps: 50000
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# pixels
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frame_stack: 1
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@@ -54,6 +71,19 @@ update_freq: 2
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tau: 0.01
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utd: 1
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# offline rl
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# dataset_dir: ???
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data_first_percent: 1.0
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is_data_clip: true
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data_clip_eps: 1e-5
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expectile: 0.9
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A_scaling: 3.0
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# offline->online
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offline_steps: ${train_steps}/2
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pretrained_model_path: ""
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balanced_sampling: true
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demo_schedule: 0.5
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# architecture
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enc_dim: 256
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@@ -61,11 +91,8 @@ num_q: 5
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mlp_dim: 512
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latent_dim: 50
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# wandb
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use_wandb: false
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wandb_project: FOWM
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wandb_entity: rcadene # insert your own
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# xarm_lift
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A_scaling: 3.0
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expectile: 0.9
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episode_length: 25
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modality: 'all'
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action_repeat: 2
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discount: 0.9
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