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Copy pathgroupnorm_api.cpp
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139 lines (133 loc) · 5.56 KB
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/*******************************************************************************
*
* MIT License
*
* Copyright (c) 2023 Advanced Micro Devices, Inc.
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*
*******************************************************************************/
#include <miopen/groupnorm.hpp>
#include <miopen/errors.hpp>
#include <miopen/handle.hpp>
#include <miopen/logger.hpp>
#include <miopen/tensor_ops.hpp>
static void LogCmdGroupNorm(const miopenTensorDescriptor_t xDesc,
const miopenNormMode_t mode,
uint64_t num_groups,
bool is_fwd)
{
if(miopen::IsLoggingCmd())
{
std::stringstream ss;
auto dtype = miopen::deref(xDesc).GetType();
if(dtype == miopenHalf)
{
ss << "groupnormfp16";
}
else if(dtype == miopenFloat)
{
ss << "groupnormfp32";
}
else if(dtype == miopenBFloat16)
{
ss << "groupnormbfp16";
}
else if(dtype == miopenDouble)
{
ss << "groupnormfp64";
}
int32_t size = {0};
miopenGetTensorDescriptorSize(xDesc, &size);
ss << " -n " << miopen::deref(xDesc).GetLengths()[0] << " -c "
<< miopen::deref(xDesc).GetLengths()[1];
if(size == 5)
{
ss << " -D " << miopen::deref(xDesc).GetLengths()[2] << " -H "
<< miopen::deref(xDesc).GetLengths()[3] << " -W "
<< miopen::deref(xDesc).GetLengths()[4];
}
else if(size == 4)
{
ss << " -H " << miopen::deref(xDesc).GetLengths()[2] << " -W "
<< miopen::deref(xDesc).GetLengths()[3];
}
else if(size == 3)
{
ss << " -W " << miopen::deref(xDesc).GetLengths()[2];
}
ss << " -g " << num_groups;
ss << " -m " << mode;
ss << " -F " << ((is_fwd) ? "1" : "2");
MIOPEN_LOG_DRIVER_CMD(ss.str());
}
}
extern "C" miopenStatus_t miopenGroupNormForward(miopenHandle_t handle,
miopenNormMode_t mode,
const miopenTensorDescriptor_t xDesc,
const void* x,
const miopenTensorDescriptor_t weightDesc,
const void* weight,
const miopenTensorDescriptor_t biasDesc,
const void* bias,
const uint64_t num_groups,
const float epsilon,
const miopenTensorDescriptor_t yDesc,
void* y,
const miopenTensorDescriptor_t meanDesc,
void* mean,
const miopenTensorDescriptor_t rstdDesc,
void* rstd)
{
MIOPEN_LOG_FUNCTION(handle,
mode,
xDesc,
x,
weightDesc,
weight,
biasDesc,
bias,
num_groups,
epsilon,
yDesc,
y,
meanDesc,
mean,
rstdDesc,
rstd);
LogCmdGroupNorm(xDesc, mode, num_groups, true);
return miopen::try_([&] {
miopen::GroupNormForward(miopen::deref(handle),
miopen::deref(xDesc),
DataCast(x),
miopen::deref(weightDesc),
DataCast(weight),
miopen::deref(biasDesc),
DataCast(bias),
miopen::deref(yDesc),
DataCast(y),
miopen::deref(meanDesc),
DataCast(mean),
miopen::deref(rstdDesc),
DataCast(rstd),
mode,
num_groups,
epsilon);
});
}