* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
* \file ascend_quant_utils.h
* \brief
*/
#ifndef LIB_QUANTIZATION_ASCEND_QUANT_UTILS_H
#define LIB_QUANTIZATION_ASCEND_QUANT_UTILS_H
#include "kernel_basic_intf.h"
namespace AscendC {
struct AscendQuantConfig {
__aicore__ constexpr AscendQuantConfig(const uint32_t calcCount, const uint32_t offsetCount,
const uint32_t scaleCount, const uint32_t workLocalSize): calcCount(calcCount), offsetCount(offsetCount),
scaleCount(scaleCount), workLocalSize(workLocalSize) {}
uint32_t calcCount = 0;
uint32_t offsetCount = 0;
uint32_t scaleCount = 0;
uint32_t workLocalSize = 0;
#if defined(__NPU_ARCH__) && (__NPU_ARCH__ == 3101 || __NPU_ARCH__ == 5102 || __NPU_ARCH__ == 3003 || __NPU_ARCH__ == 3113)
__aicore__ constexpr AscendQuantConfig(const uint32_t calcCount, const uint32_t offsetCount,
const uint32_t scaleCount, const uint32_t workLocalSize, const bool hasOffset, const int32_t kDim,
const RoundMode roundMode): calcCount(calcCount), offsetCount(offsetCount), scaleCount(scaleCount),
workLocalSize(workLocalSize), hasOffset(hasOffset), kDim(kDim), roundMode(roundMode) {}
__aicore__ constexpr AscendQuantConfig(const bool hasOffset, const int32_t kDim, const RoundMode roundMode):
hasOffset(hasOffset), kDim(kDim), roundMode(roundMode) {}
__aicore__ constexpr AscendQuantConfig(const bool hasOffset, const int32_t kDim):
hasOffset(hasOffset), kDim(kDim) {}
__aicore__ constexpr AscendQuantConfig(const bool hasOffset):
hasOffset(hasOffset) {}
bool hasOffset = false;
int32_t kDim = 1;
RoundMode roundMode = RoundMode::CAST_RINT;
#endif
};
#if defined(__NPU_ARCH__) && (__NPU_ARCH__ == 3101 || __NPU_ARCH__ == 5102)
constexpr AscendQuantConfig ASCEND_QUANT_DEFAULT_CFG = {0, 0, 0, 0, false, 1, RoundMode::CAST_RINT};
#else
constexpr AscendQuantConfig ASCEND_QUANT_DEFAULT_CFG = {0, 0, 0, 0};
#endif
#if defined(__NPU_ARCH__) && (__NPU_ARCH__ == 3101 || __NPU_ARCH__ == 5102 || __NPU_ARCH__ == 3003 || __NPU_ARCH__ == 3113)
enum class AscendQuantPolicy : int32_t {
PER_TENSOR,
PER_CHANNEL,
PER_TOKEN,
PER_GROUP,
PER_CHANNEL_PER_GROUP,
PER_TOKEN_PER_GROUP
};
struct AscendQuantParam {
uint32_t m;
uint32_t n;
uint32_t calCount;
uint32_t groupSize = 0;
};
#endif
};
#endif