// Copyright 2016 The Gemmlowp Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef GEMMLOWP_META_QUANTIZED_MUL_KERNELS_H_
#define GEMMLOWP_META_QUANTIZED_MUL_KERNELS_H_
#include <iostream>
#include <typeinfo>
#include "base.h"
#include "streams.h"
namespace gemmlowp {
namespace meta {
struct QuantizedStaticPreprocessed {
public:
int multiplicative_offset;
int rounding_offset;
int shift;
int count;
};
template <typename InType, typename OutType, int m, int n, int k>
class MulKernel<InType, OutType, QuantizedStaticPreprocessed, RowMajor, m, n,
k> {
public:
typedef FusedKernelParams<QuantizedStaticPreprocessed, RowMajor> FusedKernel;
static void Multiply(const InType* lhs, const InType*,
const FusedKernel& params, OutType* result) {
#ifdef DEBUG
#ifdef DEBUG_METAGEMM_VERBOSE
std::cout << "MulQSPR(" << typeid(InType).name() << ", "
<< typeid(OutType).name() << ")::Multiply() -- " << m << "x" << n
<< "x" << k << std::endl;
#endif
#else
if (m != 0 && n != 0) {
std::cerr << "FATAL: QuantizedStaticPreprocessed_RowMajor::Multiply not "
<< "implemented." << std::endl;
std::exit(1);
}
#endif
}
#ifdef DEBUG
#ifdef DEBUG_METAGEMM_VERBOSE
static void Debug(const FusedKernel& params) {
std::cout << "MulQSPR(" << typeid(InType).name() << ", "
<< typeid(OutType).name() << ") -- " << m << "x" << n << "x" << k
<< std::endl;
std::cout << " params:" << std::endl;
std::cout << " kernel.multiplicative_offset: "
<< params.kernel.multiplicative_offset << std::endl;
std::cout << " kernel.rounding_offset: " << params.kernel.rounding_offset
<< std::endl;
std::cout << " kernel.shift: " << params.kernel.shift << std::endl;
std::cout << " kernel.count: " << params.kernel.count << std::endl;
std::cout << " output_stream.stride: " << params.output_stream.stride
<< std::endl;
}
#endif
#endif
};
struct QuantizedStaticPreprocessedAsInt32 {
public:
int count;
};
template <typename InType, typename OutType, int m, int n, int k>
class MulKernel<InType, OutType, QuantizedStaticPreprocessedAsInt32, RowMajor,
m, n, k> {
public:
typedef FusedKernelParams<QuantizedStaticPreprocessedAsInt32, RowMajor>
FusedKernel;
static void Multiply(const InType* lhs, const InType*,
const FusedKernel& params, OutType* result) {
#ifdef DEBUG
#ifdef DEBUG_METAGEMM_VERBOSE
std::cout << "MulQSPI32R(" << typeid(InType).name() << ", "
<< typeid(OutType).name() << ")::Multiply() -- " << m << "x" << n
<< "x" << k << std::endl;
#endif
#else
if (m != 0 && n != 0) {
std::cerr << "FATAL: QuantizedStaticPreprocessedAsInt32_RowMajor::"
<< "Multiply not implemented." << std::endl;
std::exit(1);
}
#endif
}
#ifdef DEBUG
#ifdef DEBUG_METAGEMM_VERBOSE
static void Debug(const FusedKernel& params) {
std::cout << "MulQSPI32R(" << typeid(InType).name() << ", "
<< typeid(OutType).name() << ") -- " << m << "x" << n << "x" << k
<< std::endl;
std::cout << " params:" << std::endl;
std::cout << " kernel.count: " << params.kernel.count << std::endl;
std::cout << " output_stream.stride: " << params.output_stream.stride
<< std::endl;
}
#endif
#endif
};
struct QuantizedStaticPreprocessedAsFloat {
public:
int count;
float scale;
};
template <typename InType, typename OutType, int m, int n, int k>
class MulKernel<InType, OutType, QuantizedStaticPreprocessedAsFloat, RowMajor,
m, n, k> {
public:
typedef FusedKernelParams<QuantizedStaticPreprocessedAsFloat, RowMajor>
FusedKernel;
static void Multiply(const InType* lhs, const InType*,
const FusedKernel& params, OutType* result) {
#ifdef DEBUG
#ifdef DEBUG_METAGEMM_VERBOSE
std::cout << "MulQSPFR(" << typeid(InType).name() << ", "
<< typeid(OutType).name() << ")::Multiply() -- " << m << "x" << n
<< "x" << k << std::endl;
#endif
#else
if (m != 0 && n != 0) {
std::cerr << "FATAL: QuantizedStaticPreprocessedAsFloat_RowMajor::"
<< "Multiply not implemented." << std::endl;
std::exit(1);
}
#endif
}
#ifdef DEBUG
#ifdef DEBUG_METAGEMM_VERBOSE
static void Debug(const FusedKernel& params) {
std::cout << "MulQSPFR(" << typeid(InType).name() << ", "
<< typeid(OutType).name() << ") -- " << m << "x" << n << "x" << k
<< std::endl;
std::cout << " params:" << std::endl;
std::cout << " kernel.count: " << params.kernel.count << std::endl;
std::cout << " kernel.scale: " << params.kernel.scale << std::endl;
std::cout << " output_stream.stride: " << params.output_stream.stride
<< std::endl;
}
#endif
#endif
};
} // namespace meta
} // namespace gemmlowp
#ifdef GEMMLOWP_NEON_32
#include "quantized_mul_kernels_arm_32.h"
#elif defined(GEMMLOWP_NEON_64)
#include "quantized_mul_kernels_arm_64.h"
#endif
#endif // GEMMLOWP_META_QUANTIZED_MUL_KERNELS_H_