Robotics
LeRobot
Safetensors
pi0
Hayden09 commited on
Commit
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Upload config.json with huggingface_hub

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  1. config.json +83 -83
config.json CHANGED
@@ -1,87 +1,87 @@
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  {
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- "type": "pi0",
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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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- 6
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- ]
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- },
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- "observation.images.front": {
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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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- "observation.images.side": {
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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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- "device": "cuda",
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- "use_amp": false,
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- "use_peft": false,
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- "push_to_hub": true,
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- "repo_id": "Hayden09/Pick_Red_Cap",
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- "private": null,
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- "tags": null,
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- "license": null,
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- "pretrained_path": "lerobot/pi0_base",
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- "paligemma_variant": "gemma_2b",
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- "action_expert_variant": "gemma_300m",
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- "dtype": "bfloat16",
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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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- "num_inference_steps": 10,
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- "time_sampling_beta_alpha": 1.5,
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- "time_sampling_beta_beta": 1.0,
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- "time_sampling_scale": 0.999,
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- "time_sampling_offset": 0.001,
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- "min_period": 0.004,
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- "max_period": 4.0,
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- "rtc_config": null,
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- "image_resolution": [
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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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- "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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- "gradient_checkpointing": true,
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- "compile_model": true,
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- "compile_mode": "max-autotune",
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- "freeze_vision_encoder": false,
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- "train_expert_only": false,
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- "optimizer_lr": 0.0001,
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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": 0.01,
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- "optimizer_grad_clip_norm": 1.0,
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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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- "tokenizer_max_length": 48
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  }
 
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  {
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+ "type": "pi0",
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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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+ 6
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+ ]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  },
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+ "observation.images.front": {
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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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+ "observation.images.side": {
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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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+ "device": "cuda",
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+ "use_amp": false,
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+ "use_peft": false,
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+ "push_to_hub": true,
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+ "repo_id": "Hayden09/Pick_Red_Cap",
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+ "private": null,
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+ "tags": null,
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+ "license": null,
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+ "pretrained_path": "lerobot/pi0_base",
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+ "paligemma_variant": "gemma_2b",
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+ "action_expert_variant": "gemma_300m",
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+ "dtype": "bfloat16",
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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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+ "num_inference_steps": 10,
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+ "time_sampling_beta_alpha": 1.5,
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+ "time_sampling_beta_beta": 1.0,
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+ "time_sampling_scale": 0.999,
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+ "time_sampling_offset": 0.001,
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+ "min_period": 0.004,
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+ "max_period": 4.0,
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+ "rtc_config": null,
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+ "image_resolution": [
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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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+ "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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+ "gradient_checkpointing": true,
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+ "compile_model": false,
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+ "compile_mode": "default",
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+ "freeze_vision_encoder": false,
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+ "train_expert_only": false,
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+ "optimizer_lr": 0.0001,
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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": 0.01,
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+ "optimizer_grad_clip_norm": 1.0,
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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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+ "tokenizer_max_length": 48
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  }