Upload full pretrained model and eval_info.json
Browse files- config.json +82 -0
- eval_info.json +1568 -0
- model.safetensors +3 -0
- policy_postprocessor.json +32 -0
- policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- policy_preprocessor.json +56 -0
- policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- train_config.json +250 -0
config.json
ADDED
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@@ -0,0 +1,82 @@
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{
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"type": "diffusion",
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"n_obs_steps": 2,
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"input_features": {
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"observation.image": {
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"type": "VISUAL",
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"shape": [
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3,
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96,
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96
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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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2
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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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2
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]
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}
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},
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"device": "cuda",
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"use_amp": false,
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"push_to_hub": true,
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"repo_id": "The11One/diffusion_policy_test",
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"private": null,
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| 33 |
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"tags": null,
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| 34 |
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"license": null,
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| 35 |
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"pretrained_path": null,
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"horizon": 16,
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"n_action_steps": 8,
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"normalization_mapping": {
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"VISUAL": "MEAN_STD",
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"STATE": "MIN_MAX",
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"ACTION": "MIN_MAX"
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},
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"drop_n_last_frames": 7,
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"vision_backbone": "resnet18",
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"crop_shape": [
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84,
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84
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],
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"crop_is_random": true,
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"pretrained_backbone_weights": null,
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"use_group_norm": true,
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"spatial_softmax_num_keypoints": 32,
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"use_separate_rgb_encoder_per_camera": false,
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"down_dims": [
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512,
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1024,
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2048
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],
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"kernel_size": 5,
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"n_groups": 8,
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"diffusion_step_embed_dim": 128,
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"use_film_scale_modulation": true,
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"noise_scheduler_type": "DDPM",
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"num_train_timesteps": 100,
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"beta_schedule": "squaredcos_cap_v2",
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"beta_start": 0.0001,
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"beta_end": 0.02,
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"prediction_type": "epsilon",
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"clip_sample": true,
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"clip_sample_range": 1.0,
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"num_inference_steps": null,
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| 72 |
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"do_mask_loss_for_padding": false,
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"optimizer_lr": 0.0001,
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"optimizer_betas": [
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0.95,
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0.999
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],
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"optimizer_eps": 1e-08,
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"optimizer_weight_decay": 1e-06,
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"scheduler_name": "cosine",
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"scheduler_warmup_steps": 500
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}
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eval_info.json
ADDED
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@@ -0,0 +1,1568 @@
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model.safetensors
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 1050861448
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policy_postprocessor.json
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@@ -0,0 +1,32 @@
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|
|
| 1 |
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{
|
| 2 |
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"name": "policy_postprocessor",
|
| 3 |
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| 4 |
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{
|
| 5 |
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"registry_name": "unnormalizer_processor",
|
| 6 |
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| 7 |
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"eps": 1e-08,
|
| 8 |
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|
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|
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|
| 23 |
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| 24 |
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{
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| 31 |
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| 32 |
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policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
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policy_preprocessor.json
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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.image": {
|
| 27 |
+
"type": "VISUAL",
|
| 28 |
+
"shape": [
|
| 29 |
+
3,
|
| 30 |
+
96,
|
| 31 |
+
96
|
| 32 |
+
]
|
| 33 |
+
},
|
| 34 |
+
"observation.state": {
|
| 35 |
+
"type": "STATE",
|
| 36 |
+
"shape": [
|
| 37 |
+
2
|
| 38 |
+
]
|
| 39 |
+
},
|
| 40 |
+
"action": {
|
| 41 |
+
"type": "ACTION",
|
| 42 |
+
"shape": [
|
| 43 |
+
2
|
| 44 |
+
]
|
| 45 |
+
}
|
| 46 |
+
},
|
| 47 |
+
"norm_map": {
|
| 48 |
+
"VISUAL": "MEAN_STD",
|
| 49 |
+
"STATE": "MIN_MAX",
|
| 50 |
+
"ACTION": "MIN_MAX"
|
| 51 |
+
}
|
| 52 |
+
},
|
| 53 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 54 |
+
}
|
| 55 |
+
]
|
| 56 |
+
}
|
policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bc174a7436ff5075efebe7be7cece5e5d8430658cc9b5314fb8a652eab912d96
|
| 3 |
+
size 4204
|
train_config.json
ADDED
|
@@ -0,0 +1,250 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"dataset": {
|
| 3 |
+
"repo_id": "lerobot/pusht",
|
| 4 |
+
"root": null,
|
| 5 |
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"episodes": null,
|
| 6 |
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"image_transforms": {
|
| 7 |
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"enable": false,
|
| 8 |
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"max_num_transforms": 3,
|
| 9 |
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"random_order": false,
|
| 10 |
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"tfs": {
|
| 11 |
+
"brightness": {
|
| 12 |
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"weight": 1.0,
|
| 13 |
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"type": "ColorJitter",
|
| 14 |
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"kwargs": {
|
| 15 |
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"brightness": [
|
| 16 |
+
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|
| 17 |
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|
| 18 |
+
]
|
| 19 |
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}
|
| 20 |
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},
|
| 21 |
+
"contrast": {
|
| 22 |
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"weight": 1.0,
|
| 23 |
+
"type": "ColorJitter",
|
| 24 |
+
"kwargs": {
|
| 25 |
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"contrast": [
|
| 26 |
+
0.8,
|
| 27 |
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|
| 28 |
+
]
|
| 29 |
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}
|
| 30 |
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},
|
| 31 |
+
"saturation": {
|
| 32 |
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"weight": 1.0,
|
| 33 |
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"type": "ColorJitter",
|
| 34 |
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"kwargs": {
|
| 35 |
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"saturation": [
|
| 36 |
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|
| 37 |
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|
| 38 |
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]
|
| 39 |
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}
|
| 40 |
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},
|
| 41 |
+
"hue": {
|
| 42 |
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"weight": 1.0,
|
| 43 |
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"type": "ColorJitter",
|
| 44 |
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"kwargs": {
|
| 45 |
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"hue": [
|
| 46 |
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|
| 47 |
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|
| 48 |
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]
|
| 49 |
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}
|
| 50 |
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|
| 51 |
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"sharpness": {
|
| 52 |
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"weight": 1.0,
|
| 53 |
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"type": "SharpnessJitter",
|
| 54 |
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"kwargs": {
|
| 55 |
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"sharpness": [
|
| 56 |
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|
| 57 |
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|
| 58 |
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]
|
| 59 |
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}
|
| 60 |
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},
|
| 61 |
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"affine": {
|
| 62 |
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"weight": 1.0,
|
| 63 |
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"type": "RandomAffine",
|
| 64 |
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"kwargs": {
|
| 65 |
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"degrees": [
|
| 66 |
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|
| 67 |
+
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|
| 68 |
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],
|
| 69 |
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"translate": [
|
| 70 |
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|
| 71 |
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|
| 72 |
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]
|
| 73 |
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|
| 74 |
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|
| 75 |
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}
|
| 76 |
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},
|
| 77 |
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"revision": null,
|
| 78 |
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"use_imagenet_stats": true,
|
| 79 |
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"video_backend": "torchcodec",
|
| 80 |
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"streaming": false
|
| 81 |
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},
|
| 82 |
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"env": {
|
| 83 |
+
"type": "pusht",
|
| 84 |
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"task": "PushT-v0",
|
| 85 |
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"fps": 10,
|
| 86 |
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"features": {
|
| 87 |
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"action": {
|
| 88 |
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"type": "ACTION",
|
| 89 |
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"shape": [
|
| 90 |
+
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|
| 91 |
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]
|
| 92 |
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},
|
| 93 |
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"agent_pos": {
|
| 94 |
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"type": "STATE",
|
| 95 |
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"shape": [
|
| 96 |
+
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|
| 97 |
+
]
|
| 98 |
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},
|
| 99 |
+
"pixels": {
|
| 100 |
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"type": "VISUAL",
|
| 101 |
+
"shape": [
|
| 102 |
+
384,
|
| 103 |
+
384,
|
| 104 |
+
3
|
| 105 |
+
]
|
| 106 |
+
}
|
| 107 |
+
},
|
| 108 |
+
"features_map": {
|
| 109 |
+
"action": "action",
|
| 110 |
+
"agent_pos": "observation.state",
|
| 111 |
+
"environment_state": "observation.environment_state",
|
| 112 |
+
"pixels": "observation.image"
|
| 113 |
+
},
|
| 114 |
+
"max_parallel_tasks": 1,
|
| 115 |
+
"disable_env_checker": true,
|
| 116 |
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"episode_length": 300,
|
| 117 |
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"obs_type": "pixels_agent_pos",
|
| 118 |
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"render_mode": "rgb_array",
|
| 119 |
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"visualization_width": 384,
|
| 120 |
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"visualization_height": 384,
|
| 121 |
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"observation_height": 384,
|
| 122 |
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"observation_width": 384
|
| 123 |
+
},
|
| 124 |
+
"policy": {
|
| 125 |
+
"type": "diffusion",
|
| 126 |
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"n_obs_steps": 2,
|
| 127 |
+
"input_features": {
|
| 128 |
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"observation.image": {
|
| 129 |
+
"type": "VISUAL",
|
| 130 |
+
"shape": [
|
| 131 |
+
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|
| 132 |
+
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|
| 133 |
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|
| 134 |
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|
| 135 |
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},
|
| 136 |
+
"observation.state": {
|
| 137 |
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"type": "STATE",
|
| 138 |
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"shape": [
|
| 139 |
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|
| 140 |
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]
|
| 141 |
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|
| 142 |
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},
|
| 143 |
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"output_features": {
|
| 144 |
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"action": {
|
| 145 |
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"type": "ACTION",
|
| 146 |
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"shape": [
|
| 147 |
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|
| 148 |
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|
| 149 |
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}
|
| 150 |
+
},
|
| 151 |
+
"device": "cuda",
|
| 152 |
+
"use_amp": false,
|
| 153 |
+
"push_to_hub": true,
|
| 154 |
+
"repo_id": "The11One/diffusion_policy_test",
|
| 155 |
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"private": null,
|
| 156 |
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"tags": null,
|
| 157 |
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"license": null,
|
| 158 |
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"pretrained_path": null,
|
| 159 |
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"horizon": 16,
|
| 160 |
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"n_action_steps": 8,
|
| 161 |
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"normalization_mapping": {
|
| 162 |
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"VISUAL": "MEAN_STD",
|
| 163 |
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"STATE": "MIN_MAX",
|
| 164 |
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"ACTION": "MIN_MAX"
|
| 165 |
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|
| 166 |
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"drop_n_last_frames": 7,
|
| 167 |
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"vision_backbone": "resnet18",
|
| 168 |
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"crop_shape": [
|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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"crop_is_random": true,
|
| 173 |
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|
| 174 |
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"use_group_norm": true,
|
| 175 |
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"spatial_softmax_num_keypoints": 32,
|
| 176 |
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"use_separate_rgb_encoder_per_camera": false,
|
| 177 |
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"down_dims": [
|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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"diffusion_step_embed_dim": 128,
|
| 185 |
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"use_film_scale_modulation": true,
|
| 186 |
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"noise_scheduler_type": "DDPM",
|
| 187 |
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"num_train_timesteps": 100,
|
| 188 |
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"beta_schedule": "squaredcos_cap_v2",
|
| 189 |
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"beta_start": 0.0001,
|
| 190 |
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|
| 191 |
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"prediction_type": "epsilon",
|
| 192 |
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"clip_sample": true,
|
| 193 |
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|
| 194 |
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"num_inference_steps": null,
|
| 195 |
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"do_mask_loss_for_padding": false,
|
| 196 |
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"optimizer_lr": 0.0001,
|
| 197 |
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"optimizer_betas": [
|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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"optimizer_eps": 1e-08,
|
| 202 |
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"optimizer_weight_decay": 1e-06,
|
| 203 |
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"scheduler_name": "cosine",
|
| 204 |
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"scheduler_warmup_steps": 500
|
| 205 |
+
},
|
| 206 |
+
"output_dir": "outputs/train/diffusion_pusht",
|
| 207 |
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"job_name": "pusht_diffusion",
|
| 208 |
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"resume": false,
|
| 209 |
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"seed": 100000,
|
| 210 |
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"num_workers": 4,
|
| 211 |
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"batch_size": 64,
|
| 212 |
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"steps": 200000,
|
| 213 |
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|
| 214 |
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|
| 215 |
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"save_checkpoint": true,
|
| 216 |
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"save_freq": 25000,
|
| 217 |
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"use_policy_training_preset": true,
|
| 218 |
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"optimizer": {
|
| 219 |
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"type": "adam",
|
| 220 |
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"lr": 0.0001,
|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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"eps": 1e-08
|
| 228 |
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|
| 229 |
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|
| 230 |
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"type": "diffuser",
|
| 231 |
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"num_warmup_steps": 500,
|
| 232 |
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"name": "cosine"
|
| 233 |
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|
| 234 |
+
"eval": {
|
| 235 |
+
"n_episodes": 50,
|
| 236 |
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"batch_size": 50,
|
| 237 |
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"use_async_envs": false
|
| 238 |
+
},
|
| 239 |
+
"wandb": {
|
| 240 |
+
"enable": false,
|
| 241 |
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"disable_artifact": false,
|
| 242 |
+
"project": "lerobot",
|
| 243 |
+
"entity": null,
|
| 244 |
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"notes": null,
|
| 245 |
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"run_id": null,
|
| 246 |
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"mode": null
|
| 247 |
+
},
|
| 248 |
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"checkpoint_path": null,
|
| 249 |
+
"rename_map": {}
|
| 250 |
+
}
|