Upload 2 files
Browse files- env_config_gym_hil_il.json +88 -0
- eval_config_gym_hil.json +173 -0
env_config_gym_hil_il.json
ADDED
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{
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"type": "hil",
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"wrapper": {
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"gripper_penalty": -0.02,
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"display_cameras": false,
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"add_joint_velocity_to_observation": true,
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"add_ee_pose_to_observation": true,
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"crop_params_dict": {
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"observation.images.front": [
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0,
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128
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],
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"observation.images.wrist": [
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0,
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128,
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128
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]
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},
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"resize_size": [
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128,
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128
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],
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"control_time_s": 15.0,
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"use_gripper": true,
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"fixed_reset_joint_positions": [
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0.0,
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0.195,
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0.0,
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-2.43,
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0.0,
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2.62,
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0.785
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],
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"reset_time_s": 2.0,
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"control_mode": "gamepad"
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},
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"name": "franka_sim",
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"mode": "record",
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"repo_id": "pepijn223/il_gym0",
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"dataset_root": null,
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"task": "PandaPickCubeGamepad-v0",
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"num_episodes": 30,
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"episode": 0,
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"pretrained_policy_name_or_path": null,
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"device": "mps",
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"push_to_hub": true,
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"fps": 10,
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"features": {
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"observation.images.front": {
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"type": "VISUAL",
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"shape": [
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3,
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128,
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128
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]
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},
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"observation.images.wrist": {
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"type": "VISUAL",
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"shape": [
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3,
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128,
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128
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]
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},
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"observation.state": {
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"type": "STATE",
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"shape": [
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]
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},
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"action": {
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"type": "ACTION",
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"shape": [
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]
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}
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},
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"features_map": {
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"observation.images.front": "observation.images.front",
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"observation.images.wrist": "observation.images.wrist",
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"observation.state": "observation.state",
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"action": "action"
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},
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"reward_classifier_pretrained_path": null
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}
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eval_config_gym_hil.json
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{
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"output_dir": null,
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"job_name": "default",
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"resume": false,
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"seed": 1000,
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"num_workers": 4,
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"batch_size": 256,
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"steps": 100000,
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"log_freq": 500,
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"save_checkpoint": true,
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"save_freq": 2000000,
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"wandb": {
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"enable": true,
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"project": "so100_real",
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"disable_artifact": true
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},
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"dataset": {
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"repo_id": "pepijn223/il_gym0",
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"use_imagenet_stats": false
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},
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"policy": {
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"type": "act",
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"n_obs_steps": 1,
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"normalization_mapping": {
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"VISUAL": "MEAN_STD",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD"
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},
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"input_features": {
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"observation.state": {
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"type": "STATE",
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"shape": [
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18
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]
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},
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"observation.images.front": {
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"type": "VISUAL",
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"shape": [
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3,
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128,
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128
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]
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},
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"observation.images.wrist": {
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"type": "VISUAL",
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"shape": [
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3,
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128,
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128
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]
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}
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},
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"output_features": {
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"action": {
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"type": "ACTION",
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"shape": [
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4
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]
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}
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},
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"device": "cpu",
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"use_amp": false,
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"chunk_size": 100,
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"n_action_steps": 100,
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"vision_backbone": "resnet18",
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"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
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"replace_final_stride_with_dilation": false,
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"pre_norm": false,
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"dim_model": 512,
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"n_heads": 8,
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"dim_feedforward": 3200,
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"feedforward_activation": "relu",
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"n_encoder_layers": 4,
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"n_decoder_layers": 1,
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"use_vae": true,
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"latent_dim": 32,
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"n_vae_encoder_layers": 4,
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"temporal_ensemble_coeff": null,
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"dropout": 0.1,
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"kl_weight": 10.0,
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"optimizer_lr": 1e-05,
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| 82 |
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"optimizer_weight_decay": 0.0001,
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"optimizer_lr_backbone": 1e-05
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},
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"env": {
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"type": "hil",
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"wrapper": {
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| 88 |
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"gripper_penalty": 0,
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| 89 |
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"display_cameras": false,
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| 90 |
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"add_joint_velocity_to_observation": true,
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| 91 |
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"add_ee_pose_to_observation": true,
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"crop_params_dict": {
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| 93 |
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"observation.images.front": [
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0,
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0,
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128,
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128
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],
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"observation.images.wrist": [
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0,
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0,
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128,
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128
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]
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},
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"resize_size": [
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128,
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128
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],
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| 110 |
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"control_time_s": 15.0,
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| 111 |
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"use_gripper": true,
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| 112 |
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"fixed_reset_joint_positions": [
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| 113 |
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0.0,
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| 114 |
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0.195,
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| 115 |
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0.0,
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| 116 |
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-2.43,
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| 117 |
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0.0,
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| 118 |
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2.62,
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| 119 |
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0.785
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| 120 |
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],
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| 121 |
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"reset_time_s": 2.0,
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| 122 |
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"control_mode": "gamepad"
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| 123 |
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},
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| 124 |
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"name": "franka_sim",
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| 125 |
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"mode": "eval",
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| 126 |
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"repo_id": null,
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| 127 |
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"dataset_root": null,
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| 128 |
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"task": "PandaPickCubeGamepad-v0",
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| 129 |
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"num_episodes": 30,
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| 130 |
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"episode": 0,
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| 131 |
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"pretrained_policy_name_or_path": "pepijn223/il_sim_test0",
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| 132 |
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"device": "cpu",
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| 133 |
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"push_to_hub": true,
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| 134 |
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"fps": 10,
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| 135 |
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"features": {
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| 136 |
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"observation.images.front": {
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| 137 |
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"type": "VISUAL",
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| 138 |
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"shape": [
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| 139 |
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3,
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128,
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| 141 |
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128
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]
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| 143 |
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},
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| 144 |
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"observation.images.wrist": {
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| 145 |
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"type": "VISUAL",
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| 146 |
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"shape": [
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| 147 |
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3,
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| 148 |
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128,
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| 149 |
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128
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| 150 |
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]
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| 151 |
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},
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| 152 |
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"observation.state": {
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| 153 |
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"type": "STATE",
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| 154 |
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"shape": [
|
| 155 |
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18
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| 156 |
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]
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| 157 |
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},
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| 158 |
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"action": {
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| 159 |
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"type": "ACTION",
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| 160 |
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"shape": [
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| 161 |
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| 162 |
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]
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| 163 |
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}
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| 164 |
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},
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| 165 |
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"features_map": {
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| 166 |
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"observation.images.front": "observation.images.front",
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| 167 |
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"observation.images.wrist": "observation.images.wrist",
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| 168 |
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"observation.state": "observation.state",
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| 169 |
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"action": "action"
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| 170 |
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},
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| 171 |
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"reward_classifier_pretrained_path": null
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| 172 |
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}
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| 173 |
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}
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