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matmul_custom_tiling.cpp 2.15 KB
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诸葛文洵 提交于 2024-06-15 18:24 +08:00 . add ascendcplatform for tiling
/**
* @file matmul_custom_tiling.cpp
*
* Copyright (C) 2023-2024. 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"
#include "tiling/platform/platform_ascendc.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 = 512;
int N = 1024;
int K = 512;
TPosition leftPosition = TPosition::GM;
CubeFormat leftFormat = CubeFormat::ND;
DataType leftDtype = DataType::DT_FLOAT16;
bool isTransA = false;
TPosition rightPosition = TPosition::GM;
CubeFormat rightFormat = CubeFormat::ND;
DataType rightDtype = DataType::DT_FLOAT16;
bool isTransB = false;
TPosition resultPosition = TPosition::GM;
CubeFormat resultFormat = CubeFormat::ND;
DataType resultDtype = DataType::DT_FLOAT;
bool isBias = false;
int usedCoreNum = 2;
int32_t baseM = 128;
int32_t baseN = 256;
optiling::TCubeTiling tilingData;
auto ascendcPlatform = platform_ascendc::PlatformAscendCManager::GetInstance();
MultiCoreMatmulTiling tilingApi(*ascendcPlatform);
tilingApi.SetDim(usedCoreNum);
tilingApi.SetAType(leftPosition, leftFormat, leftDtype, isTransA);
tilingApi.SetBType(rightPosition, rightFormat, rightDtype, isTransB);
tilingApi.SetCType(resultPosition, resultFormat, resultDtype);
tilingApi.SetOrgShape(M, N, K);
tilingApi.SetShape(M, N, K);
tilingApi.SetFixSplit(baseM, baseN, -1);
tilingApi.SetBias(isBias);
tilingApi.SetBufferSpace(-1, -1, -1);
int64_t res = tilingApi.GetTiling(tilingData);
if (res == -1) {
std::cout << "gen tiling failed" << std::endl;
}
return GetTilingBuf(&tilingData);
}
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