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Batchnorm inference instances, external API, client examples and gtests (#531)

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* File renaming and class renaming for device element-wise operation

* Add batchnorm-infer instances, external API and client example

* Add batchnorm-infer profiler module and gtests

* Remove file device_elementwise_extension.hpp and move NormalizeInInfer operation to element_wise_operation.hpp

* Remove the using of class aliasing for DeviceElementwiseForBatchNormInfer

* Rename class and file due to conflict from device_elementwise_2d.hpp

* Fix namespace in batcnnorm_infer_nhwc client example

[ROCm/composable_kernel commit: a1b2441f8d]
This commit is contained in:
Qianfeng
2023-01-26 07:09:04 +08:00
committed by GitHub
parent 4180697c64
commit b148acfaaa
29 changed files with 1260 additions and 80 deletions
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4
example/34_batchnorm/batchnorm_infer_impl.hpp
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@@ -10,7 +10,7 @@
#include "ck/utility/sequence.hpp"
#include "ck/utility/tuple.hpp"
#include "ck/utility/reduction_operator.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_elementwise.hpp"
#include "ck/tensor_operation/gpu/device/impl/device_elementwise_impl.hpp"
#include "batchnorm_common.hpp"
@@ -46,7 +46,7 @@ int bnorm_infer(
static_assert(NumBatchNormReduceDim < Rank,
"Invalid number of reduced dimensions for batchnorm!");
using DeviceNormalizeInstance = ck::tensor_operation::device::DeviceElementwise<
using DeviceNormalizeInstance = ck::tensor_operation::device::DeviceElementwiseImpl<
ck::Tuple<XDataType, AccDataType, AccDataType, AccDataType, AccDataType>, // x, mean,
// variance,
// scale,