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diffusion_pusht

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diffusion_pusht
File size: 1,006 Bytes 
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{
  "n_obs_steps": 2,
  "horizon": 16,
  "n_action_steps": 8,
  "input_shapes": {
    "observation.image": [
      3,
      96,
      96
    ],
    "observation.state": [
      2
    ]
  },
  "output_shapes": {
    "action": [
      2
    ]
  },
  "input_normalization_modes": {
    "observation.image": "mean_std",
    "observation.state": "min_max"
  },
  "output_normalization_modes": {
    "action": "min_max"
  },
  "vision_backbone": "resnet18",
  "crop_shape": [
    84,
    84
  ],
  "crop_is_random": true,
  "pretrained_backbone_weights": null,
  "use_group_norm": true,
  "spatial_softmax_num_keypoints": 32,
  "down_dims": [
    512,
    1024,
    2048
  ],
  "kernel_size": 5,
  "n_groups": 8,
  "diffusion_step_embed_dim": 128,
  "use_film_scale_modulation": true,
  "num_train_timesteps": 100,
  "beta_schedule": "squaredcos_cap_v2",
  "beta_start": 0.0001,
  "beta_end": 0.02,
  "prediction_type": "epsilon",
  "clip_sample": true,
  "clip_sample_range": 1.0,
  "num_inference_steps": 100
}