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DA-2-WebGPU

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DA-2-WebGPU
File size: 2,107 Bytes
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{
    "env": {
        "seed": 42,
        "verbose": true
    },
    "accelerator": {
        "report_to": ["tensorboard"],
        "mixed_precision": "fp16",
        "accumulation_nsteps": 4,
        "timeout": 36000
    },
    "inference": {
        "images": "assets/demos",
        "masks": "assets/masks",
        "min_pixels": 580000,
        "max_pixels": 620000
    },
    "evaluation": {
        "alignment": "median",
        "datasets_dir": "/home/haodong/data/DA-2/Evaluation",
        "metric_names": [
            "abs_relative_difference",
            "squared_relative_difference",
            "rmse_linear",
            "rmse_log",
            "log10",
            "delta1_acc",
            "delta2_acc",
            "delta3_acc",
            "i_rmse",
            "silog_rmse"
        ],
        "metric_show": {
            "abs_relative_difference": "AbsRel",
            "delta1_acc": "δ_1"
        },
        "datasets": {
            "2d3ds": {
                "dir": "2D3DS/wo_xyz",
                "filenames": "eval/datasets/splits/2d3ds.txt",
                "alignment_max_res": 2048
            },
            "matterport3d": {
                "dir": "Matterport3D",
                "filenames": "eval/datasets/splits/matterport3d.txt",
                "alignment_max_res": 2048
            },
            "panosuncg": {
                "dir": "PanoSUNCG/rotated",
                "filenames": "eval/datasets/splits/panosuncg.txt",
                "alignment_max_res": 1024
            }
        }
    },
    "spherevit": {
        "vit_w_esphere": {
            "input_dims": [1024, 1024, 1024, 1024],
            "hidden_dim": 512,
            "num_heads": 8,
            "expansion": 4,
            "num_layers_head": [2, 2, 2],
            "dropout": 0.0,
            "layer_scale": 0.0001,
            "out_dim": 64,
            "kernel_size": 3,
            "num_prompt_blocks": 1,
            "use_norm": false
        },
        "sphere": {
            "width": 1092,
            "height": 546,
            "hfov": 6.2832,
            "vfov": 3.1416
        }
    }
}