Upload folder using huggingface_hub
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- checkpoint_010000/config.json +71 -0
- checkpoint_010000/model.safetensors +3 -0
- checkpoint_010000/policy_postprocessor.json +32 -0
- checkpoint_010000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- checkpoint_010000/policy_preprocessor.json +64 -0
- checkpoint_010000/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- checkpoint_010000/training_metadata.json +38 -0
- checkpoint_010000/training_state.pt +3 -0
- checkpoint_020000/config.json +71 -0
- checkpoint_020000/model.safetensors +3 -0
- checkpoint_020000/policy_postprocessor.json +32 -0
- checkpoint_020000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- checkpoint_020000/policy_preprocessor.json +64 -0
- checkpoint_020000/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- checkpoint_020000/training_metadata.json +38 -0
- checkpoint_020000/training_state.pt +3 -0
- checkpoint_030000/config.json +71 -0
- checkpoint_030000/model.safetensors +3 -0
- checkpoint_030000/policy_postprocessor.json +32 -0
- checkpoint_030000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- checkpoint_030000/policy_preprocessor.json +64 -0
- checkpoint_030000/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- checkpoint_030000/training_metadata.json +38 -0
- checkpoint_030000/training_state.pt +3 -0
- checkpoint_040000/config.json +71 -0
- checkpoint_040000/model.safetensors +3 -0
- checkpoint_040000/policy_postprocessor.json +32 -0
- checkpoint_040000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- checkpoint_040000/policy_preprocessor.json +64 -0
- checkpoint_040000/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- checkpoint_040000/training_metadata.json +38 -0
- checkpoint_040000/training_state.pt +3 -0
- checkpoint_050000/config.json +71 -0
- checkpoint_050000/model.safetensors +3 -0
- checkpoint_050000/policy_postprocessor.json +32 -0
- checkpoint_050000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- checkpoint_050000/policy_preprocessor.json +64 -0
- checkpoint_050000/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- checkpoint_050000/training_metadata.json +38 -0
- checkpoint_050000/training_state.pt +3 -0
- checkpoint_060000/config.json +71 -0
- checkpoint_060000/model.safetensors +3 -0
- checkpoint_060000/policy_postprocessor.json +32 -0
- checkpoint_060000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- checkpoint_060000/policy_preprocessor.json +64 -0
- checkpoint_060000/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- checkpoint_060000/training_metadata.json +38 -0
- checkpoint_060000/training_state.pt +3 -0
- checkpoint_070000/config.json +71 -0
- checkpoint_070000/model.safetensors +3 -0
checkpoint_010000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_010000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1177fa8262330b539fd9268b3528e1bf0b44cb40d19762c98bea12e8ff6e1f8a
|
| 3 |
+
size 206699736
|
checkpoint_010000/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
+
"action": {
|
| 10 |
+
"type": "ACTION",
|
| 11 |
+
"shape": [
|
| 12 |
+
6
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MEAN_STD",
|
| 19 |
+
"ACTION": "MEAN_STD"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
+
"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
checkpoint_010000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_010000/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_preprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "rename_observations_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"rename_map": {}
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"registry_name": "device_processor",
|
| 16 |
+
"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"registry_name": "normalizer_processor",
|
| 23 |
+
"config": {
|
| 24 |
+
"eps": 1e-08,
|
| 25 |
+
"features": {
|
| 26 |
+
"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
6
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.wrist_cam": {
|
| 33 |
+
"type": "VISUAL",
|
| 34 |
+
"shape": [
|
| 35 |
+
3,
|
| 36 |
+
480,
|
| 37 |
+
640
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"observation.images.overhead_cam": {
|
| 41 |
+
"type": "VISUAL",
|
| 42 |
+
"shape": [
|
| 43 |
+
3,
|
| 44 |
+
480,
|
| 45 |
+
640
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"action": {
|
| 49 |
+
"type": "ACTION",
|
| 50 |
+
"shape": [
|
| 51 |
+
6
|
| 52 |
+
]
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"norm_map": {
|
| 56 |
+
"VISUAL": "MEAN_STD",
|
| 57 |
+
"STATE": "MEAN_STD",
|
| 58 |
+
"ACTION": "MEAN_STD"
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
checkpoint_010000/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_010000/training_metadata.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_repo_id": "danbhf/sim_pick_place_440ep_both_grounds",
|
| 3 |
+
"scene": "so101_with_wrist_cam.xml",
|
| 4 |
+
"scene_cameras": {
|
| 5 |
+
"overhead_cam": {
|
| 6 |
+
"fovy": 52.0,
|
| 7 |
+
"pos": [
|
| 8 |
+
0.3,
|
| 9 |
+
-0.09,
|
| 10 |
+
0.6
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"wrist_cam": {
|
| 14 |
+
"fovy": 71.0,
|
| 15 |
+
"pos": [
|
| 16 |
+
0.0,
|
| 17 |
+
0.0,
|
| 18 |
+
0.0
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"cameras": [
|
| 23 |
+
"wrist_cam",
|
| 24 |
+
"overhead_cam"
|
| 25 |
+
],
|
| 26 |
+
"camera_resolutions": {
|
| 27 |
+
"wrist_cam": "640x480",
|
| 28 |
+
"overhead_cam": "640x480"
|
| 29 |
+
},
|
| 30 |
+
"action_space": "joint (6-dim: normalized joints)",
|
| 31 |
+
"action_dim": 6,
|
| 32 |
+
"chunk_size": 100,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"total_frames": 62420,
|
| 35 |
+
"pickup_coords": false,
|
| 36 |
+
"pos1_only": false,
|
| 37 |
+
"episode_filter": null
|
| 38 |
+
}
|
checkpoint_010000/training_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b22668f1f57b1306f01c7190425bcf6c3b40372ba1c64d13901642a6ba4fc779
|
| 3 |
+
size 412908960
|
checkpoint_020000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_020000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bfe77402e2253354ff2cd5ed2231a6c28476a4d5144631e426d26e65dfb46eb8
|
| 3 |
+
size 206699736
|
checkpoint_020000/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
+
"action": {
|
| 10 |
+
"type": "ACTION",
|
| 11 |
+
"shape": [
|
| 12 |
+
6
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MEAN_STD",
|
| 19 |
+
"ACTION": "MEAN_STD"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
+
"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
checkpoint_020000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_020000/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_preprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "rename_observations_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"rename_map": {}
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"registry_name": "device_processor",
|
| 16 |
+
"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"registry_name": "normalizer_processor",
|
| 23 |
+
"config": {
|
| 24 |
+
"eps": 1e-08,
|
| 25 |
+
"features": {
|
| 26 |
+
"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
6
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.wrist_cam": {
|
| 33 |
+
"type": "VISUAL",
|
| 34 |
+
"shape": [
|
| 35 |
+
3,
|
| 36 |
+
480,
|
| 37 |
+
640
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"observation.images.overhead_cam": {
|
| 41 |
+
"type": "VISUAL",
|
| 42 |
+
"shape": [
|
| 43 |
+
3,
|
| 44 |
+
480,
|
| 45 |
+
640
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"action": {
|
| 49 |
+
"type": "ACTION",
|
| 50 |
+
"shape": [
|
| 51 |
+
6
|
| 52 |
+
]
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"norm_map": {
|
| 56 |
+
"VISUAL": "MEAN_STD",
|
| 57 |
+
"STATE": "MEAN_STD",
|
| 58 |
+
"ACTION": "MEAN_STD"
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
checkpoint_020000/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_020000/training_metadata.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_repo_id": "danbhf/sim_pick_place_440ep_both_grounds",
|
| 3 |
+
"scene": "so101_with_wrist_cam.xml",
|
| 4 |
+
"scene_cameras": {
|
| 5 |
+
"overhead_cam": {
|
| 6 |
+
"fovy": 52.0,
|
| 7 |
+
"pos": [
|
| 8 |
+
0.3,
|
| 9 |
+
-0.09,
|
| 10 |
+
0.6
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"wrist_cam": {
|
| 14 |
+
"fovy": 71.0,
|
| 15 |
+
"pos": [
|
| 16 |
+
0.0,
|
| 17 |
+
0.0,
|
| 18 |
+
0.0
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"cameras": [
|
| 23 |
+
"wrist_cam",
|
| 24 |
+
"overhead_cam"
|
| 25 |
+
],
|
| 26 |
+
"camera_resolutions": {
|
| 27 |
+
"wrist_cam": "640x480",
|
| 28 |
+
"overhead_cam": "640x480"
|
| 29 |
+
},
|
| 30 |
+
"action_space": "joint (6-dim: normalized joints)",
|
| 31 |
+
"action_dim": 6,
|
| 32 |
+
"chunk_size": 100,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"total_frames": 62420,
|
| 35 |
+
"pickup_coords": false,
|
| 36 |
+
"pos1_only": false,
|
| 37 |
+
"episode_filter": null
|
| 38 |
+
}
|
checkpoint_020000/training_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92ed4092357a09c2db685d0048349c7ccac20d61a2d92a2557b1449df2bbf235
|
| 3 |
+
size 412908960
|
checkpoint_030000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_030000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92efd1d8dc566486199ca353d128ae4cde32588b2c8600be406205f9f7244261
|
| 3 |
+
size 206699736
|
checkpoint_030000/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
+
"action": {
|
| 10 |
+
"type": "ACTION",
|
| 11 |
+
"shape": [
|
| 12 |
+
6
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MEAN_STD",
|
| 19 |
+
"ACTION": "MEAN_STD"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
+
"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
checkpoint_030000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_030000/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_preprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "rename_observations_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"rename_map": {}
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"registry_name": "device_processor",
|
| 16 |
+
"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"registry_name": "normalizer_processor",
|
| 23 |
+
"config": {
|
| 24 |
+
"eps": 1e-08,
|
| 25 |
+
"features": {
|
| 26 |
+
"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
6
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.wrist_cam": {
|
| 33 |
+
"type": "VISUAL",
|
| 34 |
+
"shape": [
|
| 35 |
+
3,
|
| 36 |
+
480,
|
| 37 |
+
640
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"observation.images.overhead_cam": {
|
| 41 |
+
"type": "VISUAL",
|
| 42 |
+
"shape": [
|
| 43 |
+
3,
|
| 44 |
+
480,
|
| 45 |
+
640
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"action": {
|
| 49 |
+
"type": "ACTION",
|
| 50 |
+
"shape": [
|
| 51 |
+
6
|
| 52 |
+
]
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"norm_map": {
|
| 56 |
+
"VISUAL": "MEAN_STD",
|
| 57 |
+
"STATE": "MEAN_STD",
|
| 58 |
+
"ACTION": "MEAN_STD"
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
checkpoint_030000/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_030000/training_metadata.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_repo_id": "danbhf/sim_pick_place_440ep_both_grounds",
|
| 3 |
+
"scene": "so101_with_wrist_cam.xml",
|
| 4 |
+
"scene_cameras": {
|
| 5 |
+
"overhead_cam": {
|
| 6 |
+
"fovy": 52.0,
|
| 7 |
+
"pos": [
|
| 8 |
+
0.3,
|
| 9 |
+
-0.09,
|
| 10 |
+
0.6
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"wrist_cam": {
|
| 14 |
+
"fovy": 71.0,
|
| 15 |
+
"pos": [
|
| 16 |
+
0.0,
|
| 17 |
+
0.0,
|
| 18 |
+
0.0
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"cameras": [
|
| 23 |
+
"wrist_cam",
|
| 24 |
+
"overhead_cam"
|
| 25 |
+
],
|
| 26 |
+
"camera_resolutions": {
|
| 27 |
+
"wrist_cam": "640x480",
|
| 28 |
+
"overhead_cam": "640x480"
|
| 29 |
+
},
|
| 30 |
+
"action_space": "joint (6-dim: normalized joints)",
|
| 31 |
+
"action_dim": 6,
|
| 32 |
+
"chunk_size": 100,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"total_frames": 62420,
|
| 35 |
+
"pickup_coords": false,
|
| 36 |
+
"pos1_only": false,
|
| 37 |
+
"episode_filter": null
|
| 38 |
+
}
|
checkpoint_030000/training_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a38d8417fe1b34bf0acbc9425d22a9d260a968a9f98a29d22719fd45599c1dbd
|
| 3 |
+
size 412908960
|
checkpoint_040000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_040000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c12ac3da7cccc34034ec6e37892a20d504e05c3fd442d3239dd07144fd5e607c
|
| 3 |
+
size 206699736
|
checkpoint_040000/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
+
"action": {
|
| 10 |
+
"type": "ACTION",
|
| 11 |
+
"shape": [
|
| 12 |
+
6
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MEAN_STD",
|
| 19 |
+
"ACTION": "MEAN_STD"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
+
"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
checkpoint_040000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_040000/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_preprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "rename_observations_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"rename_map": {}
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"registry_name": "device_processor",
|
| 16 |
+
"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"registry_name": "normalizer_processor",
|
| 23 |
+
"config": {
|
| 24 |
+
"eps": 1e-08,
|
| 25 |
+
"features": {
|
| 26 |
+
"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
6
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.wrist_cam": {
|
| 33 |
+
"type": "VISUAL",
|
| 34 |
+
"shape": [
|
| 35 |
+
3,
|
| 36 |
+
480,
|
| 37 |
+
640
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"observation.images.overhead_cam": {
|
| 41 |
+
"type": "VISUAL",
|
| 42 |
+
"shape": [
|
| 43 |
+
3,
|
| 44 |
+
480,
|
| 45 |
+
640
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"action": {
|
| 49 |
+
"type": "ACTION",
|
| 50 |
+
"shape": [
|
| 51 |
+
6
|
| 52 |
+
]
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"norm_map": {
|
| 56 |
+
"VISUAL": "MEAN_STD",
|
| 57 |
+
"STATE": "MEAN_STD",
|
| 58 |
+
"ACTION": "MEAN_STD"
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
checkpoint_040000/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_040000/training_metadata.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_repo_id": "danbhf/sim_pick_place_440ep_both_grounds",
|
| 3 |
+
"scene": "so101_with_wrist_cam.xml",
|
| 4 |
+
"scene_cameras": {
|
| 5 |
+
"overhead_cam": {
|
| 6 |
+
"fovy": 52.0,
|
| 7 |
+
"pos": [
|
| 8 |
+
0.3,
|
| 9 |
+
-0.09,
|
| 10 |
+
0.6
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"wrist_cam": {
|
| 14 |
+
"fovy": 71.0,
|
| 15 |
+
"pos": [
|
| 16 |
+
0.0,
|
| 17 |
+
0.0,
|
| 18 |
+
0.0
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"cameras": [
|
| 23 |
+
"wrist_cam",
|
| 24 |
+
"overhead_cam"
|
| 25 |
+
],
|
| 26 |
+
"camera_resolutions": {
|
| 27 |
+
"wrist_cam": "640x480",
|
| 28 |
+
"overhead_cam": "640x480"
|
| 29 |
+
},
|
| 30 |
+
"action_space": "joint (6-dim: normalized joints)",
|
| 31 |
+
"action_dim": 6,
|
| 32 |
+
"chunk_size": 100,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"total_frames": 62420,
|
| 35 |
+
"pickup_coords": false,
|
| 36 |
+
"pos1_only": false,
|
| 37 |
+
"episode_filter": null
|
| 38 |
+
}
|
checkpoint_040000/training_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:96dee81dfe06d94d2f7fe35a4d3c40260a9433f390163f3b6fa00ee34f714fef
|
| 3 |
+
size 412908960
|
checkpoint_050000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_050000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:92d38c0cbed302aece5548542410e83d9b65eb3fe7b528e7703382d86ea9a48c
|
| 3 |
+
size 206699736
|
checkpoint_050000/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
+
"action": {
|
| 10 |
+
"type": "ACTION",
|
| 11 |
+
"shape": [
|
| 12 |
+
6
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MEAN_STD",
|
| 19 |
+
"ACTION": "MEAN_STD"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
+
"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
checkpoint_050000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_050000/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_preprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "rename_observations_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"rename_map": {}
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"registry_name": "device_processor",
|
| 16 |
+
"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"registry_name": "normalizer_processor",
|
| 23 |
+
"config": {
|
| 24 |
+
"eps": 1e-08,
|
| 25 |
+
"features": {
|
| 26 |
+
"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
6
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.wrist_cam": {
|
| 33 |
+
"type": "VISUAL",
|
| 34 |
+
"shape": [
|
| 35 |
+
3,
|
| 36 |
+
480,
|
| 37 |
+
640
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"observation.images.overhead_cam": {
|
| 41 |
+
"type": "VISUAL",
|
| 42 |
+
"shape": [
|
| 43 |
+
3,
|
| 44 |
+
480,
|
| 45 |
+
640
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"action": {
|
| 49 |
+
"type": "ACTION",
|
| 50 |
+
"shape": [
|
| 51 |
+
6
|
| 52 |
+
]
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"norm_map": {
|
| 56 |
+
"VISUAL": "MEAN_STD",
|
| 57 |
+
"STATE": "MEAN_STD",
|
| 58 |
+
"ACTION": "MEAN_STD"
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
checkpoint_050000/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_050000/training_metadata.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_repo_id": "danbhf/sim_pick_place_440ep_both_grounds",
|
| 3 |
+
"scene": "so101_with_wrist_cam.xml",
|
| 4 |
+
"scene_cameras": {
|
| 5 |
+
"overhead_cam": {
|
| 6 |
+
"fovy": 52.0,
|
| 7 |
+
"pos": [
|
| 8 |
+
0.3,
|
| 9 |
+
-0.09,
|
| 10 |
+
0.6
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"wrist_cam": {
|
| 14 |
+
"fovy": 71.0,
|
| 15 |
+
"pos": [
|
| 16 |
+
0.0,
|
| 17 |
+
0.0,
|
| 18 |
+
0.0
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"cameras": [
|
| 23 |
+
"wrist_cam",
|
| 24 |
+
"overhead_cam"
|
| 25 |
+
],
|
| 26 |
+
"camera_resolutions": {
|
| 27 |
+
"wrist_cam": "640x480",
|
| 28 |
+
"overhead_cam": "640x480"
|
| 29 |
+
},
|
| 30 |
+
"action_space": "joint (6-dim: normalized joints)",
|
| 31 |
+
"action_dim": 6,
|
| 32 |
+
"chunk_size": 100,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"total_frames": 62420,
|
| 35 |
+
"pickup_coords": false,
|
| 36 |
+
"pos1_only": false,
|
| 37 |
+
"episode_filter": null
|
| 38 |
+
}
|
checkpoint_050000/training_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a3b5e28149c9364d5f90884278ae26b60aaa05ffc6d3c21f579d7a47ac7cf593
|
| 3 |
+
size 412908960
|
checkpoint_060000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_060000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eec9c13135c187f9a4807a6496827b583608f42060318a93a474eeba536f80b1
|
| 3 |
+
size 206699736
|
checkpoint_060000/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
+
"action": {
|
| 10 |
+
"type": "ACTION",
|
| 11 |
+
"shape": [
|
| 12 |
+
6
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MEAN_STD",
|
| 19 |
+
"ACTION": "MEAN_STD"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
+
"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
checkpoint_060000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_060000/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_preprocessor",
|
| 3 |
+
"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "rename_observations_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"rename_map": {}
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
+
{
|
| 15 |
+
"registry_name": "device_processor",
|
| 16 |
+
"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
+
}
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"registry_name": "normalizer_processor",
|
| 23 |
+
"config": {
|
| 24 |
+
"eps": 1e-08,
|
| 25 |
+
"features": {
|
| 26 |
+
"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
6
|
| 30 |
+
]
|
| 31 |
+
},
|
| 32 |
+
"observation.images.wrist_cam": {
|
| 33 |
+
"type": "VISUAL",
|
| 34 |
+
"shape": [
|
| 35 |
+
3,
|
| 36 |
+
480,
|
| 37 |
+
640
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"observation.images.overhead_cam": {
|
| 41 |
+
"type": "VISUAL",
|
| 42 |
+
"shape": [
|
| 43 |
+
3,
|
| 44 |
+
480,
|
| 45 |
+
640
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"action": {
|
| 49 |
+
"type": "ACTION",
|
| 50 |
+
"shape": [
|
| 51 |
+
6
|
| 52 |
+
]
|
| 53 |
+
}
|
| 54 |
+
},
|
| 55 |
+
"norm_map": {
|
| 56 |
+
"VISUAL": "MEAN_STD",
|
| 57 |
+
"STATE": "MEAN_STD",
|
| 58 |
+
"ACTION": "MEAN_STD"
|
| 59 |
+
}
|
| 60 |
+
},
|
| 61 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 62 |
+
}
|
| 63 |
+
]
|
| 64 |
+
}
|
checkpoint_060000/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55e6c06d6ff348bed95e04645f3484d1e5824656fc9b3fb90c143b3876948815
|
| 3 |
+
size 768
|
checkpoint_060000/training_metadata.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset_repo_id": "danbhf/sim_pick_place_440ep_both_grounds",
|
| 3 |
+
"scene": "so101_with_wrist_cam.xml",
|
| 4 |
+
"scene_cameras": {
|
| 5 |
+
"overhead_cam": {
|
| 6 |
+
"fovy": 52.0,
|
| 7 |
+
"pos": [
|
| 8 |
+
0.3,
|
| 9 |
+
-0.09,
|
| 10 |
+
0.6
|
| 11 |
+
]
|
| 12 |
+
},
|
| 13 |
+
"wrist_cam": {
|
| 14 |
+
"fovy": 71.0,
|
| 15 |
+
"pos": [
|
| 16 |
+
0.0,
|
| 17 |
+
0.0,
|
| 18 |
+
0.0
|
| 19 |
+
]
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"cameras": [
|
| 23 |
+
"wrist_cam",
|
| 24 |
+
"overhead_cam"
|
| 25 |
+
],
|
| 26 |
+
"camera_resolutions": {
|
| 27 |
+
"wrist_cam": "640x480",
|
| 28 |
+
"overhead_cam": "640x480"
|
| 29 |
+
},
|
| 30 |
+
"action_space": "joint (6-dim: normalized joints)",
|
| 31 |
+
"action_dim": 6,
|
| 32 |
+
"chunk_size": 100,
|
| 33 |
+
"fps": 30,
|
| 34 |
+
"total_frames": 62420,
|
| 35 |
+
"pickup_coords": false,
|
| 36 |
+
"pos1_only": false,
|
| 37 |
+
"episode_filter": null
|
| 38 |
+
}
|
checkpoint_060000/training_state.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8e576a2f9a4ec1ae09861f78d2a2ba68d61e2bf44450f6c367ffadc13cd51708
|
| 3 |
+
size 412908960
|
checkpoint_070000/config.json
ADDED
|
@@ -0,0 +1,71 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "act",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"input_features": {
|
| 5 |
+
"observation.state": {
|
| 6 |
+
"type": "STATE",
|
| 7 |
+
"shape": [
|
| 8 |
+
6
|
| 9 |
+
]
|
| 10 |
+
},
|
| 11 |
+
"observation.images.wrist_cam": {
|
| 12 |
+
"type": "VISUAL",
|
| 13 |
+
"shape": [
|
| 14 |
+
3,
|
| 15 |
+
480,
|
| 16 |
+
640
|
| 17 |
+
]
|
| 18 |
+
},
|
| 19 |
+
"observation.images.overhead_cam": {
|
| 20 |
+
"type": "VISUAL",
|
| 21 |
+
"shape": [
|
| 22 |
+
3,
|
| 23 |
+
480,
|
| 24 |
+
640
|
| 25 |
+
]
|
| 26 |
+
}
|
| 27 |
+
},
|
| 28 |
+
"output_features": {
|
| 29 |
+
"action": {
|
| 30 |
+
"type": "ACTION",
|
| 31 |
+
"shape": [
|
| 32 |
+
6
|
| 33 |
+
]
|
| 34 |
+
}
|
| 35 |
+
},
|
| 36 |
+
"device": "cuda",
|
| 37 |
+
"use_amp": false,
|
| 38 |
+
"use_peft": false,
|
| 39 |
+
"push_to_hub": true,
|
| 40 |
+
"repo_id": null,
|
| 41 |
+
"private": null,
|
| 42 |
+
"tags": null,
|
| 43 |
+
"license": null,
|
| 44 |
+
"pretrained_path": null,
|
| 45 |
+
"chunk_size": 100,
|
| 46 |
+
"n_action_steps": 100,
|
| 47 |
+
"normalization_mapping": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MEAN_STD",
|
| 50 |
+
"ACTION": "MEAN_STD"
|
| 51 |
+
},
|
| 52 |
+
"vision_backbone": "resnet18",
|
| 53 |
+
"pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
|
| 54 |
+
"replace_final_stride_with_dilation": false,
|
| 55 |
+
"pre_norm": false,
|
| 56 |
+
"dim_model": 512,
|
| 57 |
+
"n_heads": 8,
|
| 58 |
+
"dim_feedforward": 3200,
|
| 59 |
+
"feedforward_activation": "relu",
|
| 60 |
+
"n_encoder_layers": 4,
|
| 61 |
+
"n_decoder_layers": 1,
|
| 62 |
+
"use_vae": true,
|
| 63 |
+
"latent_dim": 32,
|
| 64 |
+
"n_vae_encoder_layers": 4,
|
| 65 |
+
"temporal_ensemble_coeff": null,
|
| 66 |
+
"dropout": 0.1,
|
| 67 |
+
"kl_weight": 10.0,
|
| 68 |
+
"optimizer_lr": 1e-05,
|
| 69 |
+
"optimizer_weight_decay": 0.0001,
|
| 70 |
+
"optimizer_lr_backbone": 1e-05
|
| 71 |
+
}
|
checkpoint_070000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7f1464f9122f2fc56c18b4f85e9562285d0068c3dd9df08ece14be187e34a832
|
| 3 |
+
size 206699736
|