icnet_camvid_int8.json

{
    "model": "icnet",
    "dataset" : "camvid",

    "preprocessing": {
        "resize": {
            "height": 768,
            "width": 960
        },
        "normalize":
        {
            "mean": [0.39068785, 0.40521392, 0.41434407],
            "std" : [0.29652068, 0.30514979, 0.30080369]
        }
    },

    "augmentations": {
        "random_hflip": 0.5
    },


    "input_info": {
      "sample_size": [1, 3, 768, 960]
    },

    "weighing": "mfb",
    "optimizer": {
        "type": "adam",
        "optimizer_params": {
            "lr": 5.0e-5,
            "weight_decay": 2.0e-4
        },
        "schedule_type": "poly",
        "schedule_params": {
            "power": 0.9
        }
    },
    "model_params": {
         "in_channels": 3,
         "input_size_hw": [768, 960]
    },
    "compression": {
            "algorithm": "quantization",
            "ignored_scopes": ["ICNet/interpolate_0"]
    },
    "export_to_ir_via_onnx": true
}