TransposeConv.cpp File Reference

#include <nonius/nonius.h++>
#include <arm_compute/core/Types.h>
#include <arm_compute/runtime/CL/CLScheduler.h>
#include <arm_compute/runtime/CL/CLFunctions.h>
#include <arm_compute/runtime/CL/CLFunctionsEx.h>
#include <cstdint>
#include <cassert>
#include <stdexcept>
#include "acl_common/Utils.h"

Go to the source code of this file.

Macros
#define	NONIUS_LOCAL_BENCHMARK(name, ...)

Functions
	NONIUS_PARAM (BATCH, 1)
	NONIUS_PARAM (IFM_C, 3)
	NONIUS_PARAM (IFM_H, 244)
	NONIUS_PARAM (IFM_W, 244)
	NONIUS_PARAM (OFM_C, 3)
	NONIUS_PARAM (OFM_H, 244)
	NONIUS_PARAM (OFM_W, 244)
	NONIUS_PARAM (KER_H, 3)
	NONIUS_PARAM (KER_W, 3)
	NONIUS_PARAM (STRIDE_H, 1)
	NONIUS_PARAM (STRIDE_W, 1)
	NONIUS_LOCAL_BENCHMARK ("CLDeconvolutionLayer_NCHW", [](nonius::chronometer meter) { CLDeconvolutionLayer deconv;Configuration p{meter};CLTensor src_tensor{};CLTensor dst_tensor{};CLTensor ker_tensor{};src_tensor.allocator() ->init(p.src_info< NCHW >());dst_tensor.allocator() ->init(p.dst_info< NCHW >());ker_tensor.allocator() ->init(p.ker_info< NCHW >());try { check(deconv.validate(src_tensor.info(), ker_tensor.info(), nullptr, dst_tensor.info(), p.deconv_info, p.inner_border_right, p.inner_border_top));} catch(...) { meter.measure([&](int) { volatile int x=0;return x;});return;} deconv.configure(&src_tensor, &ker_tensor, nullptr, &dst_tensor, p.deconv_info, p.inner_border_right, p.inner_border_top);src_tensor.allocator() ->allocate();ker_tensor.allocator() ->allocate();dst_tensor.allocator() ->allocate();meter.measure([&](int) { deconv.run();CLScheduler::get().sync();});}) NONIUS_LOCAL_BENCHMARK("CLDeconvolutionLayer_NHWC"
src_tensor	allocator () -> init(p.src_info< NHWC >())
	catch (...)
meter	measure ([&](int) { deconv.run();CLScheduler::get().sync();})
	NONIUS_LOCAL_BENCHMARK ("CLDeconvolutionLayerEx_NCHW", [](nonius::chronometer meter) { CLDeconvolutionLayerEx deconv;Configuration p{meter};CLTensor src_tensor{};CLTensor dst_tensor{};CLTensor ker_tensor{};src_tensor.allocator() ->init(p.src_info< NCHW >());dst_tensor.allocator() ->init(p.dst_info< NCHW >());ker_tensor.allocator() ->init(p.ker_info< NCHW >());try { check(deconv.validate(src_tensor.info(), ker_tensor.info(), nullptr, dst_tensor.info(), p.deconv_info, p.inner_border_right, p.inner_border_top));} catch(...) { meter.measure([&](int) { volatile int x=0;return x;});return;} deconv.configure(&src_tensor, &ker_tensor, nullptr, &dst_tensor, p.deconv_info, p.inner_border_right, p.inner_border_top);src_tensor.allocator() ->allocate();ker_tensor.allocator() ->allocate();dst_tensor.allocator() ->allocate();meter.measure([&](int) { deconv.run();CLScheduler::get().sync();});}) NONIUS_LOCAL_BENCHMARK("CLDeconvolutionLayerEx_NHWC"
nonius::benchmark_registry &	benchmark_functions (void)

Variables
nonius::chronometer	meter
Configuration	p {meter}
CLTensor	src_tensor {}
CLTensor	dst_tensor {}
CLTensor	ker_tensor {}
	try

Macro Definition Documentation

NONIUS_LOCAL_BENCHMARK

#define NONIUS_LOCAL_BENCHMARK	(		name,
			...
	)

Value:

  namespace                                                                                        \
  {                                                                                                \
  static ::nonius::benchmark_registrar                                                             \
    NONIUS_DETAIL_UNIQUE_NAME(benchmark_registrar)(local_benchmark_registry(), name, __VA_ARGS__); \
  }

Definition at line 210 of file TransposeConv.cpp.

  {                                                                                                \
  static ::nonius::benchmark_registrar                                                             \
    NONIUS_DETAIL_UNIQUE_NAME(benchmark_registrar)(local_benchmark_registry(), name, __VA_ARGS__); \
  }

Function Documentation

allocator()

src_tensor allocator

(

)

-> init(p.src_info< NHWC >())

benchmark_functions()

nonius::benchmark_registry & benchmark_functions

(

void

)

Definition at line 389 of file TransposeConv.cpp.

{
  return local_benchmark_registry();
}

catch()

catch

(

...

)

Definition at line 279 of file TransposeConv.cpp.

  {
    meter.measure([&](int) {
      // DO NOTHING
      volatile int x = 0;
      return x;
    });
    return;
  }

References meter.

measure()

meter measure

(

[&] (int) { deconv.run();CLScheduler::get().sync();}

)

NONIUS_LOCAL_BENCHMARK() [1/2]

NONIUS_LOCAL_BENCHMARK	(	"CLDeconvolutionLayer_NCHW"	,
		[] (nonius::chronometer meter) { CLDeconvolutionLayer deconv;Configuration p{meter};CLTensor src_tensor{};CLTensor dst_tensor{};CLTensor ker_tensor{};src_tensor.allocator() ->init(p.src_info< NCHW >());dst_tensor.allocator() ->init(p.dst_info< NCHW >());ker_tensor.allocator() ->init(p.ker_info< NCHW >());try { check(deconv.validate(src_tensor.info(), ker_tensor.info(), nullptr, dst_tensor.info(), p.deconv_info, p.inner_border_right, p.inner_border_top));} catch(...) { meter.measure([&](int) { volatile int x=0;return x;});return;} deconv.configure(&src_tensor, &ker_tensor, nullptr, &dst_tensor, p.deconv_info, p.inner_border_right, p.inner_border_top);src_tensor.allocator() ->allocate();ker_tensor.allocator() ->allocate();dst_tensor.allocator() ->allocate();meter.measure([&](int) { deconv.run();CLScheduler::get().sync();});}
	)

References dst_tensor, ker_tensor, meter, p, and src_tensor.

NONIUS_LOCAL_BENCHMARK() [2/2]

NONIUS_LOCAL_BENCHMARK	(	"CLDeconvolutionLayerEx_NCHW"	,
		[] (nonius::chronometer meter) { CLDeconvolutionLayerEx deconv;Configuration p{meter};CLTensor src_tensor{};CLTensor dst_tensor{};CLTensor ker_tensor{};src_tensor.allocator() ->init(p.src_info< NCHW >());dst_tensor.allocator() ->init(p.dst_info< NCHW >());ker_tensor.allocator() ->init(p.ker_info< NCHW >());try { check(deconv.validate(src_tensor.info(), ker_tensor.info(), nullptr, dst_tensor.info(), p.deconv_info, p.inner_border_right, p.inner_border_top));} catch(...) { meter.measure([&](int) { volatile int x=0;return x;});return;} deconv.configure(&src_tensor, &ker_tensor, nullptr, &dst_tensor, p.deconv_info, p.inner_border_right, p.inner_border_top);src_tensor.allocator() ->allocate();ker_tensor.allocator() ->allocate();dst_tensor.allocator() ->allocate();meter.measure([&](int) { deconv.run();CLScheduler::get().sync();});}
	)

References dst_tensor, ker_tensor, meter, p, and src_tensor.

NONIUS_PARAM() [1/11]

NONIUS_PARAM	(	BATCH	,
		1
	)

NONIUS_PARAM() [2/11]

NONIUS_PARAM	(	IFM_C	,
		3
	)

NONIUS_PARAM() [3/11]

NONIUS_PARAM	(	IFM_H	,
		244
	)

NONIUS_PARAM() [4/11]

NONIUS_PARAM	(	IFM_W	,
		244
	)

NONIUS_PARAM() [5/11]

NONIUS_PARAM	(	KER_H	,
		3
	)

NONIUS_PARAM() [6/11]

NONIUS_PARAM	(	KER_W	,
		3
	)

NONIUS_PARAM() [7/11]

NONIUS_PARAM	(	OFM_C	,
		3
	)

NONIUS_PARAM() [8/11]

NONIUS_PARAM	(	OFM_H	,
		244
	)

NONIUS_PARAM() [9/11]

NONIUS_PARAM	(	OFM_W	,
		244
	)

NONIUS_PARAM() [10/11]

NONIUS_PARAM	(	STRIDE_H	,
		1
	)

NONIUS_PARAM() [11/11]

NONIUS_PARAM	(	STRIDE_W	,
		1
	)

Variable Documentation

dst_tensor

CLTensor dst_tensor {}

Definition at line 267 of file TransposeConv.cpp.

{};

Referenced by NONIUS_LOCAL_BENCHMARK(), and NONIUS_LOCAL_BENCHMARK().

ker_tensor

CLTensor ker_tensor {}

Definition at line 268 of file TransposeConv.cpp.

{};

Referenced by NONIUS_LOCAL_BENCHMARK(), and NONIUS_LOCAL_BENCHMARK().

meter

nonius::chronometer meter

Initial value:

{
  CLDeconvolutionLayer deconv

Definition at line 260 of file TransposeConv.cpp.

Referenced by catch(), NONIUS_LOCAL_BENCHMARK(), and NONIUS_LOCAL_BENCHMARK().

p

Configuration p {meter}

Definition at line 264 of file TransposeConv.cpp.

{meter};

Referenced by NONIUS_LOCAL_BENCHMARK(), and NONIUS_LOCAL_BENCHMARK().

src_tensor

deconv configure& src_tensor {}

Definition at line 266 of file TransposeConv.cpp.

{};

Referenced by NONIUS_LOCAL_BENCHMARK(), and NONIUS_LOCAL_BENCHMARK().

try

try

Initial value:

{
    check(deconv.validate(src_tensor.info(), ker_tensor.info(), nullptr, dst_tensor.info(),
                          p.deconv_info, p.inner_border_right, p.inner_border_top))

Definition at line 274 of file TransposeConv.cpp.