ssd300_vgg_voc_int8.json

{
  "model": "ssd_vgg",
  "batchnorm": true,
  "input_info": {
    "sample_size":  [8, 3, 300, 300]
  },
  "num_classes": 21,
  "dataset": "voc",
  "preprocessing": {
    "mean": [0.406, 0.456, 0.485],
    "std": [0.255, 0.224, 0.229],
    "normalize_coef": 255,
    "rgb": true
  },
  "epochs": 24,
  "batch_size": 128,
  "test_interval": 1,
  "save_freq": 3,
  "optimizer": {
    "type": "Adam",
    "base_lr": 1e-5,
    "weight_decay": 5e-4,
    "schedule_type": "multistep",
    "steps": [2]
  },
  "ssd_params": {
    "clip": false,
    "variance": [0.1, 0.1, 0.2, 0.2],
    "max_sizes": [60, 111, 162, 213, 264, 315],
    "min_sizes": [30, 60, 111, 162, 213, 264],
    "steps": [8, 16, 32, 64, 100, 300],
    "aspect_ratios": [[2], [2, 3], [2, 3], [2, 3], [2], [2]],
    "flip": true,
    "top_k": 200,
    "loss_inference": false
  },
  "compression": {
      "algorithm": "quantization",
        "initializer": {
            "range": {
                "num_init_samples": 1280
            }
        }
  },
  "export_to_ir_via_onnx": true
}