configs/evaluate.json

{
    "network_def": {
        "_target_": "HoVerNet",
        "mode": "@hovernet_mode",
        "adapt_standard_resnet": true,
        "in_channels": 3,
        "out_classes": 5
    },
    "validate#handlers": [
        {
            "_target_": "CheckpointLoader",
            "load_path": "$os.path.join(@bundle_root, 'models', 'model.pt')",
            "load_dict": {
                "model": "@network"
            }
        },
        {
            "_target_": "StatsHandler",
            "iteration_log": false
        },
        {
            "_target_": "MetricsSaver",
            "save_dir": "@output_dir",
            "metrics": [
                "val_mean_dice"
            ],
            "metric_details": [
                "val_mean_dice"
            ],
            "batch_transform": "$monai.handlers.from_engine(['image_meta_dict'])",
            "summary_ops": "*"
        }
    ],
    "evaluating": [
        "$setattr(torch.backends.cudnn, 'benchmark', True)",
        "$@validate#evaluator.run()"
    ]
}