Upload folder using huggingface_hub
Browse files- pretrained_model/config.json +62 -0
- pretrained_model/model.safetensors +3 -0
- pretrained_model/train_config.json +186 -0
- training_state.pth +3 -0
pretrained_model/config.json
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{
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"type": "pi0",
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"n_obs_steps": 1,
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"normalization_mapping": {
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"VISUAL": "IDENTITY",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD"
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},
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"input_features": {
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"observation.state": {
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"type": "STATE",
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"shape": [
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6
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]
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},
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"observation.images.laptop": {
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"type": "VISUAL",
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"shape": [
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3,
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480,
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640
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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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6
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]
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}
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},
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"chunk_size": 50,
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"n_action_steps": 50,
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"max_state_dim": 32,
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"max_action_dim": 32,
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"resize_imgs_with_padding": [
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224,
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224
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],
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"empty_cameras": 0,
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"adapt_to_pi_aloha": false,
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"use_delta_joint_actions_aloha": false,
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"tokenizer_max_length": 48,
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"proj_width": 1024,
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"num_steps": 10,
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"use_cache": true,
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"attention_implementation": "eager",
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"freeze_vision_encoder": true,
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"train_expert_only": false,
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"train_state_proj": true,
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"optimizer_lr": 2.5e-05,
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"optimizer_betas": [
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0.9,
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0.95
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],
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"optimizer_eps": 1e-08,
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"optimizer_weight_decay": 1e-10,
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"scheduler_warmup_steps": 1000,
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"scheduler_decay_steps": 30000,
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"scheduler_decay_lr": 2.5e-06
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}
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pretrained_model/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:fb24cdcd3488908fa573e7e05d923f31ef8021b61fb6ae36a8eba67a7fc91752
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size 7536022544
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pretrained_model/train_config.json
ADDED
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{
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"dataset": {
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"repo_id": "Pie33000/lerobot-test",
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"episodes": null,
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"image_transforms": {
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"enable": false,
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"max_num_transforms": 3,
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"random_order": false,
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"tfs": {
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"brightness": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"brightness": [
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0.8,
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1.2
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]
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}
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},
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"contrast": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"contrast": [
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0.8,
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1.2
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]
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}
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},
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"saturation": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"saturation": [
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0.5,
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1.5
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]
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}
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},
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"hue": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"hue": [
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-0.05,
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0.05
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]
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}
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},
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"sharpness": {
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"weight": 1.0,
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"type": "SharpnessJitter",
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"kwargs": {
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"sharpness": [
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0.5,
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1.5
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]
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}
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}
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}
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},
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"local_files_only": false,
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"use_imagenet_stats": true,
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"video_backend": "pyav"
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},
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"env": null,
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"policy": {
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"type": "pi0",
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"n_obs_steps": 1,
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"normalization_mapping": {
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"VISUAL": "IDENTITY",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD"
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},
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"input_features": {
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"observation.state": {
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"type": "STATE",
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"shape": [
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6
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]
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},
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"observation.images.laptop": {
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"type": "VISUAL",
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"shape": [
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3,
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480,
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640
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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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"chunk_size": 50,
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"n_action_steps": 50,
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"max_state_dim": 32,
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"max_action_dim": 32,
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"resize_imgs_with_padding": [
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224,
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224
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],
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"empty_cameras": 0,
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"adapt_to_pi_aloha": false,
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"use_delta_joint_actions_aloha": false,
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"tokenizer_max_length": 48,
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"proj_width": 1024,
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"num_steps": 10,
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"use_cache": true,
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"attention_implementation": "eager",
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"freeze_vision_encoder": true,
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"train_expert_only": false,
|
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"train_state_proj": true,
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"optimizer_lr": 2.5e-05,
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"optimizer_betas": [
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],
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"optimizer_eps": 1e-08,
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"optimizer_weight_decay": 1e-10,
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"scheduler_warmup_steps": 1000,
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"scheduler_decay_steps": 30000,
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"scheduler_decay_lr": 2.5e-06
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},
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"output_dir": "outputs/train/pi0_so100",
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"job_name": "pi0_so100",
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"resume": false,
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"device": "cuda",
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"use_amp": false,
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"seed": 1000,
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"num_workers": 4,
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"batch_size": 16,
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"eval_freq": 20000,
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"log_freq": 200,
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"save_checkpoint": true,
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"save_freq": 20000,
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"offline": {
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"steps": 50000
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},
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"online": {
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"steps": 0,
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"rollout_n_episodes": 1,
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"rollout_batch_size": 1,
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"steps_between_rollouts": null,
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"sampling_ratio": 0.5,
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"env_seed": null,
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"buffer_capacity": null,
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"buffer_seed_size": 0,
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"do_rollout_async": false
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},
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"use_policy_training_preset": true,
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"optimizer": {
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"type": "adamw",
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"lr": 2.5e-05,
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"weight_decay": 1e-10,
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"grad_clip_norm": 10.0,
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"betas": [
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0.9,
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0.95
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],
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"eps": 1e-08
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},
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"scheduler": {
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"type": "cosine_decay_with_warmup",
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"num_warmup_steps": 1000,
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"num_decay_steps": 30000,
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"peak_lr": 2.5e-05,
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"decay_lr": 2.5e-06
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},
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"eval": {
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"n_episodes": 50,
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"batch_size": 50,
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"use_async_envs": false
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},
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"wandb": {
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"enable": true,
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"disable_artifact": false,
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"project": "lerobot",
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"entity": null,
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"notes": null
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}
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}
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training_state.pth
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:90b938205f12e4292f78bdc92009f3156d54c041968a2b7c9008c05fb95adcf5
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size 10896285100
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