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MobileNetDepthwiseConvolutionLayerDataset.h
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/*
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* Copyright (c) 2017-2018 ARM Limited.
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*
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* SPDX-License-Identifier: MIT
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to
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* deal in the Software without restriction, including without limitation the
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* rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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* sell copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*/
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#ifndef ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_CONVOLUTION_DATASET
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#define ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_CONVOLUTION_DATASET
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#include "
tests/datasets/DepthwiseConvolutionLayerDataset.h
"
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#include "
utils/TypePrinter.h
"
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#include "
arm_compute/core/TensorShape.h
"
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#include "
arm_compute/core/Types.h
"
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namespace
arm_compute
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{
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namespace
test
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{
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namespace
datasets
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{
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class
MobileNetDepthwiseConvolutionLayerDataset
final :
public
DepthwiseConvolutionLayerDataset
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{
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public
:
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MobileNetDepthwiseConvolutionLayerDataset
()
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{
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add_config
(
TensorShape
(7
U
, 7
U
, 1024
U
),
TensorShape
(3
U
, 3
U
, 1024
U
),
TensorShape
(7
U
, 7
U
, 1024
U
),
PadStrideInfo
(1, 1, 1, 1));
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add_config
(
TensorShape
(14
U
, 14
U
, 512
U
),
TensorShape
(3
U
, 3
U
, 512
U
),
TensorShape
(7
U
, 7
U
, 512
U
),
PadStrideInfo
(2, 2, 0, 1, 0, 1,
DimensionRoundingType::FLOOR
));
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add_config
(
TensorShape
(14
U
, 14
U
, 512
U
),
TensorShape
(3
U
, 3
U
, 512
U
),
TensorShape
(14
U
, 14
U
, 512
U
),
PadStrideInfo
(1, 1, 1, 1));
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add_config
(
TensorShape
(28
U
, 28
U
, 256
U
),
TensorShape
(3
U
, 3
U
, 256
U
),
TensorShape
(14
U
, 14
U
, 256
U
),
PadStrideInfo
(2, 2, 0, 1, 0, 1,
DimensionRoundingType::FLOOR
));
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add_config
(
TensorShape
(28
U
, 28
U
, 256
U
),
TensorShape
(3
U
, 3
U
, 256
U
),
TensorShape
(28
U
, 28
U
, 256
U
),
PadStrideInfo
(1, 1, 1, 1));
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add_config
(
TensorShape
(56
U
, 56
U
, 128
U
),
TensorShape
(3
U
, 3
U
, 128
U
),
TensorShape
(28
U
, 28
U
, 128
U
),
PadStrideInfo
(2, 2, 0, 1, 0, 1,
DimensionRoundingType::FLOOR
));
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add_config
(
TensorShape
(56
U
, 56
U
, 128
U
),
TensorShape
(3
U
, 3
U
, 128
U
),
TensorShape
(56
U
, 56
U
, 128
U
),
PadStrideInfo
(1, 1, 1, 1));
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add_config
(
TensorShape
(112
U
, 112
U
, 64
U
),
TensorShape
(3
U
, 3
U
, 64
U
),
TensorShape
(56
U
, 56
U
, 64
U
),
PadStrideInfo
(2, 2, 0, 1, 0, 1,
DimensionRoundingType::FLOOR
));
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add_config
(
TensorShape
(112
U
, 112
U
, 32
U
),
TensorShape
(3
U
, 3
U
, 32
U
),
TensorShape
(112
U
, 112
U
, 32
U
),
PadStrideInfo
(1, 1, 1, 1));
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}
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};
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}
// namespace datasets
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}
// namespace test
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}
// namespace arm_compute
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#endif
/* ARM_COMPUTE_TEST_MOBILENET_DEPTHWISE_CONVOLUTION_DATASET */
arm_compute::TensorShape
Shape of a tensor.
Definition:
TensorShape.h:39
arm_compute::DimensionRoundingType::FLOOR
Floor rounding.
arm_compute::test::datasets::MobileNetDepthwiseConvolutionLayerDataset::MobileNetDepthwiseConvolutionLayerDataset
MobileNetDepthwiseConvolutionLayerDataset()
Definition:
MobileNetDepthwiseConvolutionLayerDataset.h:43
arm_compute
This file contains all available output stages for GEMMLowp on OpenCL.
Definition:
01_library.dox:1
arm_compute::Channel::U
Cb/U channel.
TypePrinter.h
arm_compute::PadStrideInfo
Padding and stride information class.
Definition:
Types.h:491
arm_compute::test::datasets::DepthwiseConvolutionLayerDataset::add_config
void add_config(TensorShape src, TensorShape weights, TensorShape dst, PadStrideInfo info)
Definition:
DepthwiseConvolutionLayerDataset.h:98
arm_compute::test::datasets::MobileNetDepthwiseConvolutionLayerDataset
Definition:
MobileNetDepthwiseConvolutionLayerDataset.h:40
DepthwiseConvolutionLayerDataset.h
arm_compute::test::datasets::DepthwiseConvolutionLayerDataset
Definition:
DepthwiseConvolutionLayerDataset.h:38
Types.h
TensorShape.h
tests
datasets
system_tests
mobilenet
MobileNetDepthwiseConvolutionLayerDataset.h
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