dac_resnet101_indoor_test_m3d.json

{
    "training": {
        "loss": {
            "name": "SILog",
            "weight": 10.0
        }
    },
    "data": {
        "crop": "",
        "val_dataset": "MatterPort3DDataset",
        "data_root": "matterport3d",
        "erp": true,
        "tgt_f": 0,
        "undistort_f": 0,
        "fwd_sz": [512, 1024],
        "cano_sz": [1400, 2800],
        "train_crop": [500, 700]
    },
    "model": {
        "num_heads": 1,
        "attn_dec": false,
        "activation": "gelu",
        "expansion": 4,
        "output_dim": 1,
        "isd": {
            "latent_dim": 128,
            "num_resolutions": 3,
            "depths": 2
        },
        "pixel_decoder": {
            "heads": 4,
            "depths": 4,
            "hidden_dim": 256,
            "anchor_points": 4
        },
        "pixel_encoder": {
            "img_size": [
                1024,
                512
            ],
            "name": "resnet101",
            "lr_dedicated": 5e-05
        },
        "afp": {
            "context_low_resolutions_skip": 1,
            "depths": 2,
            "latent_dim": 128,
            "num_latents": 32
        }
    }
}