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tiny-random-DepthProForDepthEstimation

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depth_pro
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tiny-random-DepthProForDepthEstimation
File size: 2,865 Bytes
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{
  "architectures": [
    "DepthProForDepthEstimation"
  ],
  "dtype": "float32",
  "fov_model_config": {
    "apply_layernorm": true,
    "attention_probs_dropout_prob": 0.0,
    "drop_path_rate": 0.0,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 32,
    "image_size": 16,
    "initializer_range": 0.02,
    "layer_norm_eps": 1e-06,
    "layerscale_value": 1.0,
    "mlp_ratio": 4,
    "model_type": "dinov2",
    "num_attention_heads": 4,
    "num_channels": 3,
    "num_hidden_layers": 2,
    "out_features": [
      "stage2"
    ],
    "out_indices": [
      2
    ],
    "patch_size": 8,
    "qkv_bias": true,
    "reshape_hidden_states": true,
    "stage_names": [
      "stem",
      "stage1",
      "stage2"
    ],
    "use_mask_token": true,
    "use_swiglu_ffn": false
  },
  "fusion_hidden_size": 16,
  "image_model_config": {
    "apply_layernorm": true,
    "attention_probs_dropout_prob": 0.0,
    "drop_path_rate": 0.0,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 16,
    "image_size": 16,
    "initializer_range": 0.02,
    "layer_norm_eps": 1e-06,
    "layerscale_value": 1.0,
    "mlp_ratio": 4,
    "model_type": "dinov2",
    "num_attention_heads": 1,
    "num_channels": 3,
    "num_hidden_layers": 2,
    "out_features": [
      "stage2"
    ],
    "out_indices": [
      2
    ],
    "patch_size": 4,
    "qkv_bias": true,
    "reshape_hidden_states": true,
    "stage_names": [
      "stem",
      "stage1",
      "stage2"
    ],
    "use_mask_token": true,
    "use_swiglu_ffn": false
  },
  "initializer_range": 0.02,
  "intermediate_feature_dims": [
    10,
    8
  ],
  "intermediate_hook_ids": [
    1,
    0
  ],
  "merge_padding_value": 3,
  "model_type": "depth_pro",
  "num_fov_head_layers": 2,
  "patch_model_config": {
    "apply_layernorm": true,
    "attention_probs_dropout_prob": 0.0,
    "drop_path_rate": 0.0,
    "hidden_act": "gelu",
    "hidden_dropout_prob": 0.0,
    "hidden_size": 24,
    "image_size": 16,
    "initializer_range": 0.02,
    "layer_norm_eps": 1e-06,
    "layerscale_value": 1.0,
    "mlp_ratio": 4,
    "model_type": "dinov2",
    "num_attention_heads": 2,
    "num_channels": 3,
    "num_hidden_layers": 2,
    "out_features": [
      "stage2"
    ],
    "out_indices": [
      2
    ],
    "patch_size": 6,
    "qkv_bias": true,
    "reshape_hidden_states": true,
    "stage_names": [
      "stem",
      "stage1",
      "stage2"
    ],
    "use_mask_token": true,
    "use_swiglu_ffn": false
  },
  "patch_size": 16,
  "scaled_images_feature_dims": [
    12,
    12
  ],
  "scaled_images_overlap_ratios": [
    0.0,
    0.2
  ],
  "scaled_images_ratios": [
    0.5,
    1.0
  ],
  "transformers_version": "5.16.0.dev0",
  "use_batch_norm_in_fusion_residual": false,
  "use_bias_in_fusion_residual": true,
  "use_fov_model": false
}