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pi05
new_full_data-pi05 / config.json
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{
"type": "pi05",
"n_obs_steps": 1,
"input_features": {
"observation.images.cam_zed_left": {
"type": "VISUAL",
"shape": [
3,
480,
640
]
},
"observation.images.cam_zed_right": {
"type": "VISUAL",
"shape": [
3,
480,
640
]
},
"observation.state": {
"type": "STATE",
"shape": [
48
]
}
},
"output_features": {
"action": {
"type": "ACTION",
"shape": [
46
]
}
},
"device": "cuda",
"use_amp": false,
"use_peft": false,
"push_to_hub": true,
"repo_id": "H2Ozone/new_full_data-pi05",
"private": null,
"tags": null,
"license": null,
"pretrained_path": null,
"pretrained_revision": null,
"paligemma_variant": "gemma_2b",
"action_expert_variant": "gemma_300m",
"dtype": "float32",
"chunk_size": 50,
"n_action_steps": 50,
"max_state_dim": 48,
"max_action_dim": 46,
"num_inference_steps": 10,
"time_sampling_beta_alpha": 1.5,
"time_sampling_beta_beta": 1.0,
"time_sampling_scale": 0.999,
"time_sampling_offset": 0.001,
"min_period": 0.004,
"max_period": 4.0,
"use_relative_actions": false,
"relative_exclude_joints": [
"gripper"
],
"action_feature_names": [
"left_wrist_pos_x",
"left_wrist_pos_y",
"left_wrist_pos_z",
"left_wrist_quat_x",
"left_wrist_quat_y",
"left_wrist_quat_z",
"left_wrist_quat_w",
"right_wrist_pos_x",
"right_wrist_pos_y",
"right_wrist_pos_z",
"right_wrist_quat_x",
"right_wrist_quat_y",
"right_wrist_quat_z",
"right_wrist_quat_w",
"left_forearm_quat_x",
"left_forearm_quat_y",
"left_forearm_quat_z",
"left_forearm_quat_w",
"right_forearm_quat_x",
"right_forearm_quat_y",
"right_forearm_quat_z",
"right_forearm_quat_w",
"neck_quat_x",
"neck_quat_y",
"neck_quat_z",
"neck_quat_w",
"left_ability_hand_index_q1",
"left_ability_hand_index_q2",
"left_ability_hand_middle_q1",
"left_ability_hand_middle_q2",
"left_ability_hand_ring_q1",
"left_ability_hand_ring_q2",
"left_ability_hand_pinky_q1",
"left_ability_hand_pinky_q2",
"left_ability_hand_thumb_q1",
"left_ability_hand_thumb_q2",
"right_ability_hand_index_q1",
"right_ability_hand_index_q2",
"right_ability_hand_middle_q1",
"right_ability_hand_middle_q2",
"right_ability_hand_ring_q1",
"right_ability_hand_ring_q2",
"right_ability_hand_pinky_q1",
"right_ability_hand_pinky_q2",
"right_ability_hand_thumb_q1",
"right_ability_hand_thumb_q2"
],
"rtc_config": null,
"image_resolution": [
224,
224
],
"empty_cameras": 0,
"tokenizer_max_length": 200,
"normalization_mapping": {
"VISUAL": "IDENTITY",
"STATE": "QUANTILES",
"ACTION": "QUANTILES"
},
"gradient_checkpointing": false,
"compile_model": false,
"compile_mode": "max-autotune",
"freeze_vision_encoder": false,
"train_expert_only": false,
"optimizer_lr": 2.5e-05,
"optimizer_betas": [
0.9,
0.95
],
"optimizer_eps": 1e-08,
"optimizer_weight_decay": 0.01,
"optimizer_grad_clip_norm": 1.0,
"scheduler_warmup_steps": 1000,
"scheduler_decay_steps": 30000,
"scheduler_decay_lr": 2.5e-06
}