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 121 <div class="title">DeconvolutionLayer.cpp File Reference</div>  </div>
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 124 <div class="textblock"><code>#include &quot;<a class="el" href="_c_l_fill_border_kernel_8h_source.xhtml">arm_compute/core/CL/kernels/CLFillBorderKernel.h</a>&quot;</code><br />
 125 <code>#include &quot;<a class="el" href="arm__compute_2core_2_types_8h_source.xhtml">arm_compute/core/Types.h</a>&quot;</code><br />
 126 <code>#include &quot;<a class="el" href="_c_l_tensor_8h_source.xhtml">arm_compute/runtime/CL/CLTensor.h</a>&quot;</code><br />
 127 <code>#include &quot;<a class="el" href="_c_l_tensor_allocator_8h_source.xhtml">arm_compute/runtime/CL/CLTensorAllocator.h</a>&quot;</code><br />
 128 <code>#include &quot;<a class="el" href="_c_l_deconvolution_layer_8h_source.xhtml">arm_compute/runtime/CL/functions/CLDeconvolutionLayer.h</a>&quot;</code><br />
 129 <code>#include &quot;<a class="el" href="_c_l_accessor_8h_source.xhtml">tests/CL/CLAccessor.h</a>&quot;</code><br />
 130 <code>#include &quot;<a class="el" href="_padding_calculator_8h_source.xhtml">tests/PaddingCalculator.h</a>&quot;</code><br />
 131 <code>#include &quot;<a class="el" href="_shape_datasets_8h_source.xhtml">tests/datasets/ShapeDatasets.h</a>&quot;</code><br />
 132 <code>#include &quot;<a class="el" href="_asserts_8h_source.xhtml">tests/framework/Asserts.h</a>&quot;</code><br />
 133 <code>#include &quot;<a class="el" href="tests_2framework_2_macros_8h_source.xhtml">tests/framework/Macros.h</a>&quot;</code><br />
 134 <code>#include &quot;<a class="el" href="_datasets_8h_source.xhtml">tests/framework/datasets/Datasets.h</a>&quot;</code><br />
 135 <code>#include &quot;<a class="el" href="_validation_8h_source.xhtml">tests/validation/Validation.h</a>&quot;</code><br />
 136 <code>#include &quot;<a class="el" href="_deconvolution_layer_fixture_8h_source.xhtml">tests/validation/fixtures/DeconvolutionLayerFixture.h</a>&quot;</code><br />
 137 </div>
 138 <p><a href="_c_l_2_deconvolution_layer_8cpp_source.xhtml">Go to the source code of this file.</a></p>
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 141 Namespaces</h2></td></tr>
 142 <tr class="memitem:namespacearm__compute"><td class="memItemLeft" align="right" valign="top"> &#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></td></tr>
 143 <tr class="memdesc:namespacearm__compute"><td class="mdescLeft">&#160;</td><td class="mdescRight">This file contains all available output stages for GEMMLowp on OpenCL. <br /></td></tr>
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 149 </table><table class="memberdecls">
 150 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a>
 151 Typedefs</h2></td></tr>
 152 <tr class="memitem:a8972b2aa4f0dcbc6d198324e56ed7238"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
 153 <tr class="memitem:a8972b2aa4f0dcbc6d198324e56ed7238"><td class="memTemplItemLeft" align="right" valign="top">using&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a8972b2aa4f0dcbc6d198324e56ed7238">CLDeconvolutionLayerFixture4x4</a> = DeconvolutionValidationFixture&lt; CLTensor, CLAccessor, CLDeconvolutionLayer, T, 4, 4 &gt;</td></tr>
 154 <tr class="separator:a8972b2aa4f0dcbc6d198324e56ed7238"><td class="memSeparator" colspan="2">&#160;</td></tr>
 155 <tr class="memitem:acc69b037b3a1718f102d0b3dd15c5b11"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
 156 <tr class="memitem:acc69b037b3a1718f102d0b3dd15c5b11"><td class="memTemplItemLeft" align="right" valign="top">using&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#acc69b037b3a1718f102d0b3dd15c5b11">CLDeconvolutionLayerFixture3x3</a> = DeconvolutionValidationFixture&lt; CLTensor, CLAccessor, CLDeconvolutionLayer, T, 3, 3 &gt;</td></tr>
 157 <tr class="separator:acc69b037b3a1718f102d0b3dd15c5b11"><td class="memSeparator" colspan="2">&#160;</td></tr>
 158 <tr class="memitem:af71c147198af793e2d7729684928a439"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
 159 <tr class="memitem:af71c147198af793e2d7729684928a439"><td class="memTemplItemLeft" align="right" valign="top">using&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#af71c147198af793e2d7729684928a439">CLDeconvolutionLayerFixture1x1</a> = DeconvolutionValidationFixture&lt; CLTensor, CLAccessor, CLDeconvolutionLayer, T, 1, 1 &gt;</td></tr>
 160 <tr class="separator:af71c147198af793e2d7729684928a439"><td class="memSeparator" colspan="2">&#160;</td></tr>
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 162 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
 163 Functions</h2></td></tr>
 164 <tr class="memitem:a71b2bcfadb2d0be741a44200a2940692"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a71b2bcfadb2d0be741a44200a2940692">DATA_TEST_CASE</a> (Configuration, framework::DatasetMode::ALL,(combine(datasets::SmallDeconvolutionShapes(), framework::dataset::make(&quot;DataType&quot;, DataType::F32))), input_shape, data_type)</td></tr>
 165 <tr class="separator:a71b2bcfadb2d0be741a44200a2940692"><td class="memSeparator" colspan="2">&#160;</td></tr>
 166 <tr class="memitem:ae82c32c12b2bdc4f6d6c8bf6f90bd7ac"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#ae82c32c12b2bdc4f6d6c8bf6f90bd7ac">DATA_TEST_CASE</a> (Validate, framework::DatasetMode::ALL, zip(zip(zip(zip(zip(zip(zip(framework::dataset::make(&quot;InputInfo&quot;,{TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::QS8, 4), TensorInfo(TensorShape(27U, 13U, 2U), 1, DataType::F32, 11), TensorInfo(TensorShape(13U, 11U, 4U, 3U), 1, DataType::F32, 0), TensorInfo(TensorShape(32U, 16U, 2U), 1, DataType::F32, 0),}), framework::dataset::make(&quot;WeightsInfo&quot;,{TensorInfo(TensorShape(3U, 3U, 2U, 2U), 1, DataType::F16, 0), TensorInfo(TensorShape(3U, 3U, 2U, 4U), 1, DataType::F32, 0), TensorInfo(TensorShape(3U, 3U, 2U, 2U), 1, DataType::QS8, 5), TensorInfo(TensorShape(3U, 2U, 2U, 2U), 1, DataType::F32, 11), TensorInfo(TensorShape(3U, 3U, 4U), 1, DataType::F32, 0), TensorInfo(TensorShape(1U, 1U, 2U, 4U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;BiasInfo&quot;,{TensorInfo(TensorShape(1U), 1, DataType::F16, 0), TensorInfo(TensorShape(1U), 1, DataType::F32, 0), TensorInfo(TensorShape(1U), 1, DataType::F32, 5), TensorInfo(TensorShape(25U, 11U), 1, DataType::F32, 11), TensorInfo(TensorShape(1U), 1, DataType::F32, 0), TensorInfo(TensorShape(4U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;OutputInfo&quot;,{TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::F16, 0), TensorInfo(TensorShape(25U, 10U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(25U, 11U, 2U), 1, DataType::F32, 5), TensorInfo(TensorShape(13U, 13U, 2U), 1, DataType::F32, 0), TensorInfo(TensorShape(11U, 9U, 1U, 3U), 1, DataType::F32, 0), TensorInfo(TensorShape(32U, 16U, 4U), 1, DataType::F32, 0),})), framework::dataset::make(&quot;PadStrideInfo&quot;,{PadStrideInfo(1, 1, 0, 0), PadStrideInfo(1, 1, 0, 0), PadStrideInfo(1, 1, 0, 0), PadStrideInfo(1, 1, 0, 0), PadStrideInfo(1, 1, 1, 1), PadStrideInfo(1, 1, 0, 0),})), framework::dataset::make(&quot;ax&quot;,{1U, 1U, 1U, 1U, 0U, 0U,})), framework::dataset::make(&quot;ay&quot;,{1U, 1U, 1U, 1U, 0U, 0U,})), framework::dataset::make(&quot;Expected&quot;,{false, false, false, false, false, true})), input_info, weights_info, bias_info, output_info, pad_info, ax, ay, expected)</td></tr>
 167 <tr class="separator:ae82c32c12b2bdc4f6d6c8bf6f90bd7ac"><td class="memSeparator" colspan="2">&#160;</td></tr>
 168 <tr class="memitem:adc4b3e5f7d193ad1d2f5b3e9bf807cf3"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#adc4b3e5f7d193ad1d2f5b3e9bf807cf3">FIXTURE_DATA_TEST_CASE</a> (Run, CLDeconvolutionLayerFixture4x4&lt; float &gt;, framework::DatasetMode::ALL, combine(data4x4, framework::dataset::make(&quot;DataType&quot;, DataType::F32)))</td></tr>
 169 <tr class="separator:adc4b3e5f7d193ad1d2f5b3e9bf807cf3"><td class="memSeparator" colspan="2">&#160;</td></tr>
 170 <tr class="memitem:a92390b0330bb42ab561e9ec5b1709d4e"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a92390b0330bb42ab561e9ec5b1709d4e">FIXTURE_DATA_TEST_CASE</a> (Run, CLDeconvolutionLayerFixture3x3&lt; float &gt;, framework::DatasetMode::ALL, combine(data3x3, framework::dataset::make(&quot;DataType&quot;, DataType::F32)))</td></tr>
 171 <tr class="separator:a92390b0330bb42ab561e9ec5b1709d4e"><td class="memSeparator" colspan="2">&#160;</td></tr>
 172 <tr class="memitem:a957f26e4128a4b65cb6837c2085244d3"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacearm__compute_1_1test_1_1validation.xhtml#a957f26e4128a4b65cb6837c2085244d3">FIXTURE_DATA_TEST_CASE</a> (Run, CLDeconvolutionLayerFixture1x1&lt; float &gt;, framework::DatasetMode::ALL, combine(data1x1, framework::dataset::make(&quot;DataType&quot;, DataType::F32)))</td></tr>
 173 <tr class="separator:a957f26e4128a4b65cb6837c2085244d3"><td class="memSeparator" colspan="2">&#160;</td></tr>
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