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{
 "name": "policy_preprocessor",
 "steps": [
  {
   "registry_name": "rename_observations_processor",
   "config": {
    "rename_map": {}
   }
  },
  {
   "registry_name": "to_batch_processor",
   "config": {}
  },
  {
   "registry_name": "normalizer_processor",
   "config": {
    "eps": 1e-08,
    "features": {
     "observation.images.base_0_rgb": {
      "type": "VISUAL",
      "shape": [
       3,
       224,
       224
      ]
     },
     "observation.images.left_wrist_0_rgb": {
      "type": "VISUAL",
      "shape": [
       3,
       224,
       224
      ]
     },
     "observation.images.right_wrist_0_rgb": {
      "type": "VISUAL",
      "shape": [
       3,
       224,
       224
      ]
     },
     "observation.state": {
      "type": "STATE",
      "shape": [
       8
      ]
     },
     "action": {
      "type": "ACTION",
      "shape": [
       32
      ]
     }
    },
    "norm_map": {
     "VISUAL": "IDENTITY",
     "STATE": "QUANTILES",
     "ACTION": "QUANTILES"
    }
   },
   "state_file": "policy_preprocessor_step_2_normalizer_processor.safetensors"
  },
  {
   "registry_name": "pi05_prepare_state_tokenizer_processor_step",
   "config": {
    "max_state_dim": 8
   }
  },
  {
   "registry_name": "tokenizer_processor",
   "config": {
    "max_length": 200,
    "task_key": "task",
    "padding_side": "right",
    "padding": "max_length",
    "truncation": true,
    "tokenizer_name": "google/paligemma-3b-pt-224"
   }
  },
  {
   "registry_name": "device_processor",
   "config": {
    "device": "cuda",
    "float_dtype": null
   }
  }
 ]
}