Upload Robomimic ACT can ta50 base policy
Browse files- robomimic/act/can_ta50/config.json +62 -0
- robomimic/act/can_ta50/metadata.json +7 -0
- robomimic/act/can_ta50/model.safetensors +3 -0
- robomimic/act/can_ta50/policy_postprocessor.json +33 -0
- robomimic/act/can_ta50/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- robomimic/act/can_ta50/policy_preprocessor.json +55 -0
- robomimic/act/can_ta50/policy_preprocessor_step_3_normalizer_processor.safetensors +3 -0
robomimic/act/can_ta50/config.json
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{
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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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9
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]
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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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}
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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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}
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},
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"device": "cuda",
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"use_amp": false,
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"use_peft": false,
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"push_to_hub": false,
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"repo_id": null,
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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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"chunk_size": 50,
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"n_action_steps": 50,
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"normalization_mapping": {
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"VISUAL": "MEAN_STD",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD",
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"ENV": "MEAN_STD"
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},
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"vision_backbone": "resnet18",
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"pretrained_backbone_weights": null,
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"replace_final_stride_with_dilation": false,
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"pre_norm": false,
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"dim_model": 512,
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"n_heads": 8,
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"dim_feedforward": 3200,
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"feedforward_activation": "relu",
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"n_encoder_layers": 4,
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"n_decoder_layers": 1,
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"use_vae": false,
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"latent_dim": 32,
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"n_vae_encoder_layers": 4,
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"temporal_ensemble_coeff": null,
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"dropout": 0.0,
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"kl_weight": 10.0,
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"optimizer_lr": 0.0001,
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"optimizer_weight_decay": 1e-06,
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"optimizer_lr_backbone": 1e-05,
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"type": "act"
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}
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robomimic/act/can_ta50/metadata.json
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{
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"base_policy": "act",
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"checkpoint_role": "base_policy",
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"chunk_size": 50,
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"suite": "robomimic",
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"task": "can"
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}
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robomimic/act/can_ta50/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a5894ac386aebdf2c56b21a99eecf1d5e2b05d937278f74bf08d4fd2d6693a6d
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size 91124476
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robomimic/act/can_ta50/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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"features": {
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"action": {
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"type": "ACTION",
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"shape": [
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7
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]
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}
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},
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"norm_map": {
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"VISUAL": "MEAN_STD",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD",
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"ENV": "MEAN_STD"
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},
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"eps": 1e-08
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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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]
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}
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robomimic/act/can_ta50/policy_postprocessor_step_0_unnormalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5ca6f57601c51f152b0952bb7ec8f045d7dca3c49500f4d83f089157d0a5b531
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size 1416
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robomimic/act/can_ta50/policy_preprocessor.json
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{
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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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{
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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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"float_dtype": null
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}
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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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"features": {
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"observation.state": {
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"type": "STATE",
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"shape": [
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9
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]
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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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14
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]
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},
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"action": {
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"type": "ACTION",
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"shape": [
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7
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]
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}
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},
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"norm_map": {
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"VISUAL": "MEAN_STD",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD",
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"ENV": "MEAN_STD"
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},
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"eps": 1e-08
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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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robomimic/act/can_ta50/policy_preprocessor_step_3_normalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:5ca6f57601c51f152b0952bb7ec8f045d7dca3c49500f4d83f089157d0a5b531
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size 1416
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