{ "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", "distributed": true, "do_resize": false, "force_keep_ar": true, "freeze_midas_bn": true, "gpu": "NULL", "img_size": [ 384, 512 ], "inverse_midas": false, "log_images_every": 0.1, "max_depth": 80, "max_temp": 50.0, "max_translation": 100, "memory_efficient": true, "midas_model_type": "DPT_BEiT_L_384", "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/ZoeDepthv1.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": "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", "distributed": true, "do_resize": false, "force_keep_ar": true, "freeze_midas_bn": true, "gpu": "NULL", "img_size": [ 384, 512 ], "inverse_midas": false, "log_images_every": 0.1, "max_depth": 80, "max_temp": 50.0, "max_translation": 100, "memory_efficient": true, "midas_model_type": "DPT_BEiT_L_384", "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/ZoeDepthv1.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": "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, "n_channels": 5, "type": "GuidedFusionPatchFusion" }, "image_raw_shape": [ 2160, 3840 ], "max_depth": 80, "min_depth": 0.001, "patch_process_shape": [ 384, 512 ], "patch_split_num": [ 4, 4 ], "pretrain_model": [ "./work_dir/zoedepth_u4k/coarse_pretrain/checkpoint_24.pth", "./work_dir/zoedepth_u4k/fine_pretrain/checkpoint_24.pth" ], "sigloss": { "type": "SILogLoss" }, "transformers_version": "4.36.2" }