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patchfusion_depth_anything_vitb14

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patchfusion_depth_anything_vitb14
File size: 3,654 Bytes 
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{
  "coarse_branch": {
    "attractor_alpha": 1000,
    "attractor_gamma": 2,
    "attractor_kind": "mean",
    "attractor_type": "inv",
    "aug": true,
    "bin_centers_type": "softplus",
    "bin_embedding_dim": 128,
    "clip_grad": 0.1,
    "dataset": "nyu",
    "depth_anything": true,
    "distributed": true,
    "do_resize": false,
    "force_keep_ar": true,
    "freeze_midas_bn": true,
    "gpu": "NULL",
    "img_size": [
      392,
      518
    ],
    "inverse_midas": false,
    "log_images_every": 0.1,
    "max_depth": 80,
    "max_temp": 50.0,
    "max_translation": 100,
    "memory_efficient": true,
    "midas_model_type": "vitb",
    "min_depth": 0.001,
    "min_temp": 0.0212,
    "model": "zoedepth",
    "n_attractors": [
      16,
      8,
      4,
      1
    ],
    "n_bins": 64,
    "name": "ZoeDepth",
    "notes": "",
    "output_distribution": "logbinomial",
    "prefetch": false,
    "pretrained_resource": "local::./work_dir/DepthAnything_vitb.pt",
    "print_losses": false,
    "project": "ZoeDepth",
    "random_crop": false,
    "random_translate": false,
    "root": ".",
    "save_dir": "",
    "shared_dict": "NULL",
    "tags": "",
    "train_midas": true,
    "translate_prob": 0.2,
    "type": "DA-ZoeDepth",
    "uid": "NULL",
    "use_amp": false,
    "use_pretrained_midas": true,
    "use_shared_dict": false,
    "validate_every": 0.25,
    "version_name": "v1",
    "workers": 16
  },
  "fine_branch": {
    "attractor_alpha": 1000,
    "attractor_gamma": 2,
    "attractor_kind": "mean",
    "attractor_type": "inv",
    "aug": true,
    "bin_centers_type": "softplus",
    "bin_embedding_dim": 128,
    "clip_grad": 0.1,
    "dataset": "nyu",
    "depth_anything": true,
    "distributed": true,
    "do_resize": false,
    "force_keep_ar": true,
    "freeze_midas_bn": true,
    "gpu": "NULL",
    "img_size": [
      392,
      518
    ],
    "inverse_midas": false,
    "log_images_every": 0.1,
    "max_depth": 80,
    "max_temp": 50.0,
    "max_translation": 100,
    "memory_efficient": true,
    "midas_model_type": "vitb",
    "min_depth": 0.001,
    "min_temp": 0.0212,
    "model": "zoedepth",
    "n_attractors": [
      16,
      8,
      4,
      1
    ],
    "n_bins": 64,
    "name": "ZoeDepth",
    "notes": "",
    "output_distribution": "logbinomial",
    "prefetch": false,
    "pretrained_resource": "local::./work_dir/DepthAnything_vitb.pt",
    "print_losses": false,
    "project": "ZoeDepth",
    "random_crop": false,
    "random_translate": false,
    "root": ".",
    "save_dir": "",
    "shared_dict": "NULL",
    "tags": "",
    "train_midas": true,
    "translate_prob": 0.2,
    "type": "DA-ZoeDepth",
    "uid": "NULL",
    "use_amp": false,
    "use_pretrained_midas": true,
    "use_shared_dict": false,
    "validate_every": 0.25,
    "version_name": "v1",
    "workers": 16
  },
  "guided_fusion": {
    "g2l": true,
    "in_channels": [
      32,
      128,
      128,
      128,
      128,
      128
    ],
    "n_channels": 5,
    "num_patches": [
      203056,
      66304,
      16576,
      4144,
      1036,
      266
    ],
    "patch_process_shape": [
      392,
      518
    ],
    "type": "GuidedFusionPatchFusion"
  },
  "image_raw_shape": [
    2160,
    3840
  ],
  "max_depth": 80,
  "min_depth": 0.001,
  "patch_process_shape": [
    392,
    518
  ],
  "patch_split_num": [
    4,
    4
  ],
  "pretrain_model": [
    "./work_dir/depthanything_vitb_u4k/coarse_pretrain/checkpoint_24.pth",
    "./work_dir/depthanything_vitb_u4k/fine_pretrain/checkpoint_24.pth"
  ],
  "sigloss": {
    "type": "SILogLoss"
  },
  "transformers_version": "4.36.2"
}