NumericVerifyOp, RootOpT> {
  explicit TFLQuantizationBase(MLIRContext* ctx,
                               const quant::QuantPassSpec& quant_params)
      : quant::QuantizationPattern<ConcreteT, QuantizeOp, DequantizeOp,
                                   NumericVerifyOp, RootOpT>(ctx,
                                                             quant_params) {}

                                 quantfork::DequantizeCastOp,
                                 /*VerifierT=*/void, RootOpT> {
  explicit TFQuantizationBase(MLIRContext* ctx,
                              const QuantPassSpec& quant_params)
      : QuantizationPattern<ConcreteT, quantfork::QuantizeCastOp,
                            quantfork::DequantizeCastOp,
                            /*VerifierT=*/void, RootOpT>(ctx, quant_params) {}

  bool whole_model_verify = false;

  // Whether to enable log for failures
  bool log_if_failed_flag = false;
};

// Used in TFL Quantize Pass
struct QuantPassSpec {
  // Variables to control TFL Numeric Verify
  NumericVerifySpec numeric_verify_spec;

  // Variables related to quantization
  QuantSpec quant_spec;
};