* 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 dequant_bias.cpp
* \brief dequant_bias kernal
*/
#include "kernel_operator.h"
#include "dequant_bias_impl.h"
#include "dequant_bias_multi.h"
using namespace AscendC;
using namespace DequantBias;
#ifndef DTYPE_BIAS
#define DTYPE_BIAS half
#endif
extern "C" __global__ __aicore__ void dequant_bias(
GM_ADDR x,
GM_ADDR weight_scale,
GM_ADDR activate_scale,
GM_ADDR bias,
GM_ADDR y,
GM_ADDR workspace,
GM_ADDR tiling)
{
GET_TILING_DATA(tilingData, tiling);
if (TILING_KEY_IS(10100)) {
if (tilingData.N <= 8192) {
DequantBias::DequantBiasImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, DTYPE_BIAS, DTYPE_Y, false> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
} else { DequantBias::DequantBiasMultiImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, DTYPE_BIAS, DTYPE_Y, false> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
}
} else if (TILING_KEY_IS(10110)) {
if (tilingData.N <= 8192) {
DequantBias::DequantBiasImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, int32_t, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
} else { DequantBias::DequantBiasMultiImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, int32_t, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
}
} else if (TILING_KEY_IS(10111)) {
if (tilingData.N <= 8192) {
DequantBias::DequantBiasImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, float, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
} else { DequantBias::DequantBiasMultiImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, float, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
}
} else if (TILING_KEY_IS(10112)) {
if (tilingData.N <= 8192) {
DequantBias::DequantBiasImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, half, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
} else { DequantBias::DequantBiasMultiImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, half, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
}
} else if (TILING_KEY_IS(10113)) {
#if !(defined(__NPU_ARCH__) && (__NPU_ARCH__ == 3003 || __NPU_ARCH__ == 3113))
if (tilingData.N <= 8192) {
DequantBias::DequantBiasImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, bfloat16_t, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
} else { DequantBias::DequantBiasMultiImpl<DTYPE_X, DTYPE_WEIGHT_SCALE, bfloat16_t, DTYPE_Y, true> op;
op.Init(x, weight_scale, activate_scale, bias, y, &tilingData);
op.Process();
}
#endif
}
}