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matmul_leakyrelu_custom_tiling.cpp 2.30 KB
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诸葛文洵 提交于 2024-08-14 10:22 +08:00 . change names from MatMul to Matmul
/**
* @file matmul_leakyrelu_custom_tiling.cpp
*
* Copyright (C) 2024. Huawei Technologies Co., Ltd. All rights reserved.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
*/
#include <cassert>
#include <fstream>
#include <iostream>
#include <map>
#include <string>
#include "tiling/tiling_api.h"
using namespace matmul_tiling;
using namespace std;
uint8_t *GetTilingBuf(optiling::TCubeTiling *tilingData)
{
uint32_t tilingSize = tilingData->GetDataSize();
uint8_t *buf = (uint8_t *)malloc(tilingSize);
tilingData->SaveToBuffer(buf, tilingSize);
return buf;
}
uint8_t *GenerateTiling()
{
int M = 1024;
int N = 640;
int K = 256;
int baseM = 256;
int baseN = 128;
TPosition leftPos = TPosition::GM;
CubeFormat leftFormat = CubeFormat::ND;
DataType leftDtype = DataType::DT_FLOAT16;
int transposeA = 0;
TPosition rightPos = TPosition::GM;
CubeFormat rightFormat = CubeFormat::ND;
DataType rightDtype = DataType::DT_FLOAT16;
int transposeB = 0;
TPosition resPos = TPosition::GM;
CubeFormat resFormat = CubeFormat::ND;
DataType resDtype = DataType::DT_FLOAT;
TPosition biasPos = TPosition::GM;
CubeFormat biasFormat = CubeFormat::ND;
DataType biasDtype = DataType::DT_FLOAT;
int isBias = 1;
int usedCoreNum = 2;
optiling::TCubeTiling tilingData;
tilingData.set_usedCoreNum(usedCoreNum);
MultiCoreMatmulTiling tilingApi;
tilingApi.SetDim(usedCoreNum);
tilingApi.SetAType(leftPos, leftFormat, leftDtype, bool(transposeA));
tilingApi.SetBType(rightPos, rightFormat, rightDtype, bool(transposeB));
tilingApi.SetCType(resPos, resFormat, resDtype);
tilingApi.SetBiasType(biasPos, biasFormat, biasDtype);
tilingApi.SetOrgShape(M, N, K);
tilingApi.SetShape(M, N, K);
tilingApi.SetBias(bool(isBias));
tilingApi.SetTraverse(MatrixTraverse::FIRSTM);
tilingApi.SetFixSplit(baseM, baseN, -1);
tilingApi.SetBufferSpace(-1, -1, -1);
int64_t res = tilingApi.GetTiling(tilingData);
tilingData.set_stepM(1);
tilingData.set_stepN(1);
if (res == -1) {
std::cout << "gen tiling failed" << std::endl;
}
return GetTilingBuf(&tilingData);
}
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