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- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/config.json +80 -0
- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/model.safetensors +3 -0
- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_postprocessor.json +32 -0
- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_preprocessor.json +54 -0
- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_expert/GearMesh_bc_expert/train_config.json +213 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/config.json +80 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/model.safetensors +3 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_postprocessor.json +32 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_preprocessor.json +54 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_expert/NutThread_bc_expert/train_config.json +213 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/config.json +80 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/model.safetensors +3 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_postprocessor.json +32 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_preprocessor.json +54 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_expert/PegInsert_bc_expert/train_config.json +213 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/config.json +80 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/model.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_postprocessor.json +32 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_preprocessor.json +54 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/train_config.json +213 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/config.json +80 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/model.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_postprocessor.json +32 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_preprocessor.json +54 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/train_config.json +213 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/config.json +80 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/model.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_postprocessor.json +32 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_preprocessor.json +54 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
- shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/train_config.json +213 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/FactoryXarm.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_100_rew_-75.04601.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_150_rew_-70.099014.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_200_rew_-66.994385.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_250_rew_-68.41162.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_300_rew_-68.56888.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_350_rew_-69.69231.pth +3 -0
- shared_autonomy_policies/residual_copilot/GearMesh_bc_teleop/nn/last_FactoryXarm_ep_400_rew_-68.09623.pth +3 -0
shared_autonomy_policies/bc_expert/GearMesh_bc_expert/config.json
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{
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"type": "diffusion",
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"n_obs_steps": 1,
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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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},
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"observation.environment_state": {
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"type": "ENV",
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"shape": [
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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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},
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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": "1218_peginsert_1000_v1",
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"private": null,
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"tags": null,
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"license": null,
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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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"crop_is_random": true,
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"pretrained_backbone_weights": null,
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"use_group_norm": true,
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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": 10,
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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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"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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shared_autonomy_policies/bc_expert/GearMesh_bc_expert/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 993306528
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shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_postprocessor.json
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{
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"name": "policy_postprocessor",
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"steps": [
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{
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"registry_name": "unnormalizer_processor",
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"config": {
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"eps": 1e-08,
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"features": {
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"action": {
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"type": "ACTION",
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"shape": [
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},
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"norm_map": {
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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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},
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"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
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},
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{
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"registry_name": "device_processor",
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"config": {
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"device": "cpu",
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"float_dtype": null
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]
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}
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shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_postprocessor_step_0_unnormalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f12022bdf6f93121ef3c2a2e0be3c352f58b59b43731c63706a5827365e5cd85
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size 7836
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shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_preprocessor.json
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"name": "policy_preprocessor",
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"steps": [
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{
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"registry_name": "rename_observations_processor",
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"config": {
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"rename_map": {}
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},
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{
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"registry_name": "to_batch_processor",
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"config": {}
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},
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{
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"registry_name": "device_processor",
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"config": {
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"device": "cuda",
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},
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{
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"registry_name": "normalizer_processor",
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"config": {
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"eps": 1e-08,
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"features": {
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"type": "STATE",
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"shape": [
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"type": "ENV",
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"shape": [
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},
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"action": {
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"type": "ACTION",
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"shape": [
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"norm_map": {
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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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},
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"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
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}
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]
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}
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shared_autonomy_policies/bc_expert/GearMesh_bc_expert/policy_preprocessor_step_3_normalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:f12022bdf6f93121ef3c2a2e0be3c352f58b59b43731c63706a5827365e5cd85
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size 7836
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shared_autonomy_policies/bc_expert/GearMesh_bc_expert/train_config.json
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| 188 |
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| 190 |
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|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/config.json
ADDED
|
@@ -0,0 +1,80 @@
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|
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|
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|
|
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|
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|
|
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|
|
|
|
|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
|
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
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| 6 |
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| 7 |
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|
| 10 |
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| 11 |
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| 12 |
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|
| 13 |
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|
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| 17 |
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| 19 |
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| 24 |
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| 25 |
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| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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| 32 |
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| 33 |
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| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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"STATE": "MIN_MAX",
|
| 39 |
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|
| 40 |
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|
| 41 |
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| 42 |
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|
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|
| 45 |
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|
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|
| 48 |
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|
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| 50 |
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| 51 |
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| 52 |
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|
| 53 |
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512,
|
| 54 |
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1024,
|
| 55 |
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2048
|
| 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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|
| 62 |
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|
| 63 |
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|
| 64 |
+
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|
| 65 |
+
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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0.95,
|
| 74 |
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|
| 75 |
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],
|
| 76 |
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|
| 77 |
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|
| 78 |
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"scheduler_name": "cosine",
|
| 79 |
+
"scheduler_warmup_steps": 500
|
| 80 |
+
}
|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:c1ef871d663632ee326fcc5eb5b526f9defeeb29082ae7876fb72d399f6508e6
|
| 3 |
+
size 993306528
|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
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"steps": [
|
| 4 |
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{
|
| 5 |
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"registry_name": "unnormalizer_processor",
|
| 6 |
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"config": {
|
| 7 |
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"eps": 1e-08,
|
| 8 |
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"features": {
|
| 9 |
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|
| 10 |
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"type": "ACTION",
|
| 11 |
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"shape": [
|
| 12 |
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8
|
| 13 |
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|
| 14 |
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|
| 15 |
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| 16 |
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|
| 17 |
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|
| 18 |
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"STATE": "MIN_MAX",
|
| 19 |
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"ACTION": "MIN_MAX"
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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{
|
| 25 |
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"registry_name": "device_processor",
|
| 26 |
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"config": {
|
| 27 |
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"device": "cpu",
|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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]
|
| 32 |
+
}
|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
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|
|
|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:16dec5e83be03fb25545ccddb8a83fd239ef68efb887df3d6b2bc0f7ca6c86f9
|
| 3 |
+
size 7836
|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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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 |
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},
|
| 10 |
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{
|
| 11 |
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"registry_name": "to_batch_processor",
|
| 12 |
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"config": {}
|
| 13 |
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},
|
| 14 |
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{
|
| 15 |
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"registry_name": "device_processor",
|
| 16 |
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"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
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}
|
| 20 |
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},
|
| 21 |
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{
|
| 22 |
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"registry_name": "normalizer_processor",
|
| 23 |
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"config": {
|
| 24 |
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"eps": 1e-08,
|
| 25 |
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"features": {
|
| 26 |
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"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
14
|
| 30 |
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]
|
| 31 |
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|
| 32 |
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"observation.environment_state": {
|
| 33 |
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"type": "ENV",
|
| 34 |
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"shape": [
|
| 35 |
+
6
|
| 36 |
+
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|
| 37 |
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|
| 38 |
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"action": {
|
| 39 |
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"type": "ACTION",
|
| 40 |
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"shape": [
|
| 41 |
+
8
|
| 42 |
+
]
|
| 43 |
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}
|
| 44 |
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},
|
| 45 |
+
"norm_map": {
|
| 46 |
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"VISUAL": "MEAN_STD",
|
| 47 |
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"STATE": "MIN_MAX",
|
| 48 |
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"ACTION": "MIN_MAX"
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
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"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 52 |
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}
|
| 53 |
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]
|
| 54 |
+
}
|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:16dec5e83be03fb25545ccddb8a83fd239ef68efb887df3d6b2bc0f7ca6c86f9
|
| 3 |
+
size 7836
|
shared_autonomy_policies/bc_expert/NutThread_bc_expert/train_config.json
ADDED
|
@@ -0,0 +1,213 @@
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|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
|
|
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|
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|
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|
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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| 30 |
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| 31 |
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| 32 |
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| 40 |
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| 42 |
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| 43 |
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| 44 |
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|
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|
| 201 |
+
"entity": null,
|
| 202 |
+
"notes": null,
|
| 203 |
+
"run_id": "vsdo2i8e",
|
| 204 |
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"mode": null
|
| 205 |
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},
|
| 206 |
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"use_rabc": false,
|
| 207 |
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"rabc_progress_path": null,
|
| 208 |
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|
| 209 |
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"rabc_epsilon": 1e-06,
|
| 210 |
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"rabc_head_mode": "sparse",
|
| 211 |
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"rename_map": {},
|
| 212 |
+
"checkpoint_path": null
|
| 213 |
+
}
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/config.json
ADDED
|
@@ -0,0 +1,80 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
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"type": "diffusion",
|
| 3 |
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"n_obs_steps": 1,
|
| 4 |
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"input_features": {
|
| 5 |
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"observation.state": {
|
| 6 |
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"type": "STATE",
|
| 7 |
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"shape": [
|
| 8 |
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14
|
| 9 |
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]
|
| 10 |
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},
|
| 11 |
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"observation.environment_state": {
|
| 12 |
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"type": "ENV",
|
| 13 |
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"shape": [
|
| 14 |
+
6
|
| 15 |
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]
|
| 16 |
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}
|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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},
|
| 26 |
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"device": "cuda",
|
| 27 |
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"use_amp": false,
|
| 28 |
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"push_to_hub": true,
|
| 29 |
+
"repo_id": "1218_peginsert_1000_v1",
|
| 30 |
+
"private": null,
|
| 31 |
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"tags": null,
|
| 32 |
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"license": null,
|
| 33 |
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"pretrained_path": null,
|
| 34 |
+
"horizon": 16,
|
| 35 |
+
"n_action_steps": 8,
|
| 36 |
+
"normalization_mapping": {
|
| 37 |
+
"VISUAL": "MEAN_STD",
|
| 38 |
+
"STATE": "MIN_MAX",
|
| 39 |
+
"ACTION": "MIN_MAX"
|
| 40 |
+
},
|
| 41 |
+
"drop_n_last_frames": 7,
|
| 42 |
+
"vision_backbone": "resnet18",
|
| 43 |
+
"crop_shape": [
|
| 44 |
+
84,
|
| 45 |
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84
|
| 46 |
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],
|
| 47 |
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"crop_is_random": true,
|
| 48 |
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|
| 49 |
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"use_group_norm": true,
|
| 50 |
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|
| 51 |
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|
| 52 |
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"down_dims": [
|
| 53 |
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512,
|
| 54 |
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1024,
|
| 55 |
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2048
|
| 56 |
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],
|
| 57 |
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|
| 58 |
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"n_groups": 8,
|
| 59 |
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"diffusion_step_embed_dim": 128,
|
| 60 |
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"use_film_scale_modulation": true,
|
| 61 |
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"noise_scheduler_type": "DDPM",
|
| 62 |
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"num_train_timesteps": 100,
|
| 63 |
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"beta_schedule": "squaredcos_cap_v2",
|
| 64 |
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"beta_start": 0.0001,
|
| 65 |
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"beta_end": 0.02,
|
| 66 |
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"prediction_type": "epsilon",
|
| 67 |
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"clip_sample": true,
|
| 68 |
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"clip_sample_range": 1.0,
|
| 69 |
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"num_inference_steps": 10,
|
| 70 |
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"do_mask_loss_for_padding": false,
|
| 71 |
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"optimizer_lr": 0.0001,
|
| 72 |
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"optimizer_betas": [
|
| 73 |
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0.95,
|
| 74 |
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|
| 75 |
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|
| 76 |
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"optimizer_eps": 1e-08,
|
| 77 |
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|
| 78 |
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"scheduler_name": "cosine",
|
| 79 |
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"scheduler_warmup_steps": 500
|
| 80 |
+
}
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:0e690843321132a1a927d9aa2fb16c99099ba806987c560f3e655d1dcc86488b
|
| 3 |
+
size 993306528
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
8
|
| 13 |
+
]
|
| 14 |
+
}
|
| 15 |
+
},
|
| 16 |
+
"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
+
"STATE": "MIN_MAX",
|
| 19 |
+
"ACTION": "MIN_MAX"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
+
"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
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{
|
| 25 |
+
"registry_name": "device_processor",
|
| 26 |
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"config": {
|
| 27 |
+
"device": "cpu",
|
| 28 |
+
"float_dtype": null
|
| 29 |
+
}
|
| 30 |
+
}
|
| 31 |
+
]
|
| 32 |
+
}
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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|
|
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:668569281c3f10e97a4bc12d2755d5aba821b342a8a5b44272c146468a1b5870
|
| 3 |
+
size 7836
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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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 |
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{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
+
"config": {}
|
| 13 |
+
},
|
| 14 |
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{
|
| 15 |
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"registry_name": "device_processor",
|
| 16 |
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"config": {
|
| 17 |
+
"device": "cuda",
|
| 18 |
+
"float_dtype": null
|
| 19 |
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}
|
| 20 |
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},
|
| 21 |
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{
|
| 22 |
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"registry_name": "normalizer_processor",
|
| 23 |
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"config": {
|
| 24 |
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"eps": 1e-08,
|
| 25 |
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"features": {
|
| 26 |
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"observation.state": {
|
| 27 |
+
"type": "STATE",
|
| 28 |
+
"shape": [
|
| 29 |
+
14
|
| 30 |
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|
| 31 |
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|
| 32 |
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"observation.environment_state": {
|
| 33 |
+
"type": "ENV",
|
| 34 |
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"shape": [
|
| 35 |
+
6
|
| 36 |
+
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|
| 37 |
+
},
|
| 38 |
+
"action": {
|
| 39 |
+
"type": "ACTION",
|
| 40 |
+
"shape": [
|
| 41 |
+
8
|
| 42 |
+
]
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"norm_map": {
|
| 46 |
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"VISUAL": "MEAN_STD",
|
| 47 |
+
"STATE": "MIN_MAX",
|
| 48 |
+
"ACTION": "MIN_MAX"
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 52 |
+
}
|
| 53 |
+
]
|
| 54 |
+
}
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
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oid sha256:668569281c3f10e97a4bc12d2755d5aba821b342a8a5b44272c146468a1b5870
|
| 3 |
+
size 7836
|
shared_autonomy_policies/bc_expert/PegInsert_bc_expert/train_config.json
ADDED
|
@@ -0,0 +1,213 @@
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
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|
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|
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|
|
| 1 |
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{
|
| 2 |
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"dataset": {
|
| 3 |
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"repo_id": "shashuo0104/0129_peginsert_expert_2000",
|
| 4 |
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"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 |
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"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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0.8,
|
| 17 |
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1.2
|
| 18 |
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|
| 19 |
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}
|
| 20 |
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},
|
| 21 |
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"contrast": {
|
| 22 |
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"weight": 1.0,
|
| 23 |
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"type": "ColorJitter",
|
| 24 |
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"kwargs": {
|
| 25 |
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"contrast": [
|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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}
|
| 30 |
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},
|
| 31 |
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"saturation": {
|
| 32 |
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"weight": 1.0,
|
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shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/config.json
ADDED
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@@ -0,0 +1,80 @@
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| 64 |
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|
shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 3 |
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size 993306528
|
shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
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|
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|
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|
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|
|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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"config": {
|
| 7 |
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"eps": 1e-08,
|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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| 12 |
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|
| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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{
|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
+
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|
shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 7836
|
shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,54 @@
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|
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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| 4 |
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| 5 |
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|
| 6 |
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| 7 |
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| 8 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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| 15 |
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| 24 |
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| 25 |
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| 28 |
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| 29 |
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| 30 |
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|
| 31 |
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|
| 32 |
+
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|
| 33 |
+
"type": "ENV",
|
| 34 |
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"shape": [
|
| 35 |
+
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|
| 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 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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"norm_map": {
|
| 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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"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 52 |
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}
|
| 53 |
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]
|
| 54 |
+
}
|
shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:8f375ded9740d8aea51f31625ed0206ced4f0e592559e6bd3db0eac014936577
|
| 3 |
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size 7836
|
shared_autonomy_policies/bc_teleop/GearMesh_bc_teleop/train_config.json
ADDED
|
@@ -0,0 +1,213 @@
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|
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|
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|
|
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|
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|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
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|
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|
|
|
|
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|
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|
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|
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|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
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|
|
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|
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|
| 1 |
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{
|
| 2 |
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|
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| 31 |
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|
| 32 |
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|
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|
| 42 |
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|
| 43 |
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|
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|
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|
| 51 |
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|
| 52 |
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|
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|
| 120 |
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|
| 160 |
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|
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|
| 162 |
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|
| 163 |
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| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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|
| 173 |
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|
| 174 |
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|
| 175 |
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"use_policy_training_preset": true,
|
| 176 |
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|
| 177 |
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"type": "adam",
|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
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|
| 183 |
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|
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|
| 185 |
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|
| 186 |
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|
| 187 |
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"scheduler": {
|
| 188 |
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"type": "diffuser",
|
| 189 |
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"num_warmup_steps": 500,
|
| 190 |
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"name": "cosine"
|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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"wandb": {
|
| 198 |
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"enable": true,
|
| 199 |
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|
| 200 |
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|
| 201 |
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|
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|
| 204 |
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|
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|
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|
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|
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|
| 210 |
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|
| 211 |
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|
| 212 |
+
"checkpoint_path": null
|
| 213 |
+
}
|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/config.json
ADDED
|
@@ -0,0 +1,80 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
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|
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|
|
|
|
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|
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|
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|
|
|
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|
|
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|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
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{
|
| 2 |
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"type": "diffusion",
|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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| 8 |
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| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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| 14 |
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|
| 15 |
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|
| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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| 31 |
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|
| 32 |
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|
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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"VISUAL": "MEAN_STD",
|
| 38 |
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"STATE": "MIN_MAX",
|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 80 |
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|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 993306528
|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
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|
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|
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| 1 |
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{
|
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|
| 3 |
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|
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|
| 6 |
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| 7 |
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|
| 8 |
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|
| 9 |
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| 10 |
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|
| 11 |
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| 12 |
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| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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{
|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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| 29 |
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| 30 |
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|
| 31 |
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|
| 32 |
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|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
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@@ -0,0 +1,3 @@
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size 7836
|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,54 @@
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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{
|
| 5 |
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|
| 6 |
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|
| 7 |
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| 8 |
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| 9 |
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| 11 |
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| 12 |
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| 14 |
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| 17 |
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| 19 |
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| 23 |
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| 24 |
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|
| 25 |
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| 26 |
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|
| 27 |
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| 28 |
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|
| 33 |
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|
| 34 |
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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 |
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|
| 42 |
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| 43 |
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| 44 |
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| 45 |
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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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|
| 52 |
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|
| 53 |
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|
| 54 |
+
}
|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 7836
|
shared_autonomy_policies/bc_teleop/NutThread_bc_teleop/train_config.json
ADDED
|
@@ -0,0 +1,213 @@
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| 1 |
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{
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| 135 |
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| 143 |
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| 144 |
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| 146 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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"job_name": "shashuo0104/0121_nutthread_teleop_aug_2000_b256_v1",
|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
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|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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"type": "adam",
|
| 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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|
| 185 |
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|
| 186 |
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|
| 187 |
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"scheduler": {
|
| 188 |
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"type": "diffuser",
|
| 189 |
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"num_warmup_steps": 500,
|
| 190 |
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"name": "cosine"
|
| 191 |
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},
|
| 192 |
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"eval": {
|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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"enable": true,
|
| 199 |
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"disable_artifact": true,
|
| 200 |
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"project": "lerobot",
|
| 201 |
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"entity": null,
|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
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|
| 212 |
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|
| 213 |
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}
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/config.json
ADDED
|
@@ -0,0 +1,80 @@
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
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|
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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"type": "STATE",
|
| 7 |
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| 8 |
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|
| 10 |
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| 11 |
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|
| 12 |
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|
| 13 |
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|
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| 17 |
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| 18 |
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| 19 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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"normalization_mapping": {
|
| 37 |
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"VISUAL": "MEAN_STD",
|
| 38 |
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"STATE": "MIN_MAX",
|
| 39 |
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"ACTION": "MIN_MAX"
|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 51 |
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|
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|
| 54 |
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|
| 55 |
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|
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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|
| 68 |
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|
| 69 |
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|
| 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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|
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|
| 76 |
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|
| 77 |
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|
| 78 |
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|
| 79 |
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"scheduler_warmup_steps": 500
|
| 80 |
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}
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 993306528
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_postprocessor.json
ADDED
|
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"name": "policy_postprocessor",
|
| 3 |
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"steps": [
|
| 4 |
+
{
|
| 5 |
+
"registry_name": "unnormalizer_processor",
|
| 6 |
+
"config": {
|
| 7 |
+
"eps": 1e-08,
|
| 8 |
+
"features": {
|
| 9 |
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"action": {
|
| 10 |
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"type": "ACTION",
|
| 11 |
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"shape": [
|
| 12 |
+
8
|
| 13 |
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]
|
| 14 |
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}
|
| 15 |
+
},
|
| 16 |
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"norm_map": {
|
| 17 |
+
"VISUAL": "MEAN_STD",
|
| 18 |
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"STATE": "MIN_MAX",
|
| 19 |
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"ACTION": "MIN_MAX"
|
| 20 |
+
}
|
| 21 |
+
},
|
| 22 |
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"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
|
| 23 |
+
},
|
| 24 |
+
{
|
| 25 |
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"registry_name": "device_processor",
|
| 26 |
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"config": {
|
| 27 |
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"device": "cpu",
|
| 28 |
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|
| 29 |
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}
|
| 30 |
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}
|
| 31 |
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]
|
| 32 |
+
}
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_postprocessor_step_0_unnormalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
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|
|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:a9f9f4dc53b19c8cde99db4429a1f8f5479e3add9d37c9cccefee1f9d0749a55
|
| 3 |
+
size 7836
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_preprocessor.json
ADDED
|
@@ -0,0 +1,54 @@
|
|
|
|
|
|
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|
|
|
|
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|
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|
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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 |
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{
|
| 11 |
+
"registry_name": "to_batch_processor",
|
| 12 |
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"config": {}
|
| 13 |
+
},
|
| 14 |
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{
|
| 15 |
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"registry_name": "device_processor",
|
| 16 |
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"config": {
|
| 17 |
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"device": "cuda",
|
| 18 |
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|
| 19 |
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}
|
| 20 |
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|
| 21 |
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{
|
| 22 |
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|
| 23 |
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"config": {
|
| 24 |
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"eps": 1e-08,
|
| 25 |
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|
| 26 |
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|
| 27 |
+
"type": "STATE",
|
| 28 |
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"shape": [
|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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"observation.environment_state": {
|
| 33 |
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"type": "ENV",
|
| 34 |
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"shape": [
|
| 35 |
+
6
|
| 36 |
+
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|
| 37 |
+
},
|
| 38 |
+
"action": {
|
| 39 |
+
"type": "ACTION",
|
| 40 |
+
"shape": [
|
| 41 |
+
8
|
| 42 |
+
]
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"norm_map": {
|
| 46 |
+
"VISUAL": "MEAN_STD",
|
| 47 |
+
"STATE": "MIN_MAX",
|
| 48 |
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"ACTION": "MIN_MAX"
|
| 49 |
+
}
|
| 50 |
+
},
|
| 51 |
+
"state_file": "policy_preprocessor_step_3_normalizer_processor.safetensors"
|
| 52 |
+
}
|
| 53 |
+
]
|
| 54 |
+
}
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/policy_preprocessor_step_3_normalizer_processor.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 7836
|
shared_autonomy_policies/bc_teleop/PegInsert_bc_teleop/train_config.json
ADDED
|
@@ -0,0 +1,213 @@
|
|
|
|
|
|
|
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|
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