{
    "model": {
        "model_name": "resnet50_int8",
        "model": "resnet50.xml",
        "weights": "resnet50.bin"
    },
    "engine": {
        "launchers": [
            {
                "framework": "dlsdk",
                "device": "CPU",
                "adapter": "classification"
            }
        ],
        "datasets": [{
            "name": "classification_dataset",
            "data_source": "./train_data/quantization",
            "annotation_conversion": {
                  "converter": "imagenet",
                  "annotation_file": "./val.txt"
            },
            "reader": "pillow_imread",
            "preprocessing":[
                {
                    "type": "bgr_to_rgb"
                },
                {
                    "use_pillow": true,
                    "type": "resize",
                    "size": 256,
                    "interpolation": "BILINEAR",
                    "aspect_ratio_scale": "greater"
                },
                {
                    "type": "crop",
                    "size": 224,
                    "use_pillow": true
                }
            ]
        }]
    },
    "compression": {
        "target_device": "CPU",
        "algorithms": [
            {
                "name": "DefaultQuantization",
                "params": {
                    "preset": "performance",
                    "stat_subset_size": 1000
                }
            }
        ]
    }
}