config.json

{
  "architecture": "cofiber_threshold_circuit",
  "depth": 3,
  "num_classes": 80,
  "feature_dim": 768,
  "n_scales": 3,
  "spatial": [40, 40],
  "strides": [16, 32, 64],
  "total_learned_params": 61520,
  "total_gates": 2184000,
  "quantization": "INT8_symmetric",
  "layers": {
    "0_pool": {
      "operation": "average_pool_2x",
      "weights": "fixed",
      "values": [0.25, 0.25, 0.25, 0.25]
    },
    "1_subtract": {
      "operation": "cofiber: x - upsample(pool(x))",
      "weights": "fixed",
      "values": [1.0, -1.0]
    },
    "2_classify": {
      "operation": "H(w_c . cofib + b_c)",
      "weights": "learned_int8",
      "shape": [80, 768],
      "activation": "heaviside"
    }
  }
}