* 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.
*/
#include "gemm_op_config.h"
#include "library_helper.h"
namespace Catlass {
using namespace Library;
bool OpConfig::GetTensorConfig(const std::string &key, CommandLineParser &parser, TensorConfig &config)
{
if (!parser.HasKey(key)) {
return true;
}
std::string_view val;
auto err = parser.Get<std::string_view>(key, val);
if (err != CommandLineParser::ERROR_CODE::NONE) {
LOGE("Get command line input failed, key: %s, err: %s", key.c_str(),
CommandLineParser::GetErrorStr(err).data());
return false;
}
auto i = val.find(':');
if (!val.empty() && i >= val.size() - 1) {
LOGE("Command line input --%s value format is invalid, it should be string like fp16:row, "
"please check README.md. ", key.c_str());
return false;
}
config.dataType = LibraryHelper::GetDataTypeEnum(val.substr(0, i));
config.layoutType = LibraryHelper::GetLayoutEnum(val.substr(i + 1));
if (config.dataType == DataType::Invalid || config.layoutType == LayoutType::Invalid) {
LOGE("Command line input --%s value format is invalid, it should be string like fp16:row, "
"please check README.md. ", key.c_str());
return false;
}
return true;
}
std::shared_ptr<OpConfig> GetGemmOpConfig(const OperationDescription &desp)
{
if (desp.kind != OperationKind::Gemm) {
LOGE("Operate is not matmul kind");
return nullptr;
}
auto mDesp = static_cast<const GemmOperationDescription&>(desp);
switch (mDesp.gemmKind) {
case GemmKind::BasicMatmul:
return std::make_shared<BasicGemmOpConfig>(desp);
case GemmKind::GroupedMatmul:
return std::make_shared<GroupedGemmOpConfig>(desp);
case GemmKind::GroupedMatmulSliceM:
return std::make_shared<GroupedSliceMGemmOpConfig>(desp);
case GemmKind::OptimizedMatmul:
return std::make_shared<OptimizedGemmOpConfig>(desp);
case GemmKind::QuantMatmul:
return std::make_shared<QuantMatmulGemmOpConfig>(desp);
case GemmKind::MatmulGelu:
return std::make_shared<MatmulGeluGemmOpConfig>(desp);
case GemmKind::BasicMatmulTla950:
return std::make_shared<BasicMatmulTla950GemmOpConfig>(desp);
default:
LOGE("Matmul op type is invalid %u, config create failed", static_cast<uint32_t>(mDesp.gemmKind));
break;
}
return nullptr;
}
std::shared_ptr<OpConfig> OpConfig::GetOpConfig(const OperationDescription &desp)
{
using FuncType = std::shared_ptr<OpConfig>(*)(const OperationDescription &desp);
std::vector<FuncType> func{
GetGemmOpConfig
};
size_t i = static_cast<size_t>(desp.kind);
if (i >= func.size()) {
LOGE("description kind invalid %ld", i);
return nullptr;
}
return func[i](desp);
}
bool OpConfigPool::Register(Operation *op, CommandLineParser &parser, const std::string_view kernel)
{
auto &desp = op->GetDescription();
std::string_view name = desp.name;
if (!kernel.empty() && name.find(kernel) == std::string_view::npos) {
return true;
}
std::shared_ptr<OpConfig> config = OpConfig::GetOpConfig(desp);
if (!config) {
LOGE("Get op config failed, op name %s", desp.name);
return false;
}
auto p = pool_.insert({config, {}});
if (p.second && !config->InitConfig(parser)) {
LOGE("Initialize config for %s failed", desp.name);
return false;
}
config = p.first->first;
if (!config->Invalid() && config->Filter(op)) {
p.first->second.emplace_back(op);
}
return true;
}
}
