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gerrit-public.fairphone.software / platform / external / ComputeLibrary / 8140e1e155d3430992fa46e04ef8938ff09ffd2d / . / documentation / namespacecaffe__data__extractor.xhtml
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Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]44 </div>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]106</div>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]107
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117<a href="#var-members">Variables</a> </div>
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119<div class="title">caffe_data_extractor Namespace Reference</div> </div>
120</div><!--header-->
121<div class="contents">
122<table class="memberdecls">
123<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a>
124Variables</h2></td></tr>
Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]125<tr class="memitem:a90eee7a4677ca8b1ed116364a24367f9"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a90eee7a4677ca8b1ed116364a24367f9">parser</a> = argparse.ArgumentParser('Extract Caffe <a class="el" href="namespacecaffe__data__extractor.xhtml#a055ae62802a8db7e7f24be1dce08c0b5">net</a> parameters')</td></tr>
126<tr class="separator:a90eee7a4677ca8b1ed116364a24367f9"><td class="memSeparator" colspan="2">&#160;</td></tr>
127<tr class="memitem:ab0bede79c5f4cbed9c2cd932a0ace201"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#ab0bede79c5f4cbed9c2cd932a0ace201">dest</a></td></tr>
128<tr class="separator:ab0bede79c5f4cbed9c2cd932a0ace201"><td class="memSeparator" colspan="2">&#160;</td></tr>
129<tr class="memitem:a7aead736a07eaf25623ad7bfa1f0ee2d"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a7aead736a07eaf25623ad7bfa1f0ee2d">type</a></td></tr>
130<tr class="separator:a7aead736a07eaf25623ad7bfa1f0ee2d"><td class="memSeparator" colspan="2">&#160;</td></tr>
131<tr class="memitem:a4b99ff73a8a869319570237b5c57ab03"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a4b99ff73a8a869319570237b5c57ab03">str</a></td></tr>
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133<tr class="memitem:ae81948490ddf54e80a22593640178350"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#ae81948490ddf54e80a22593640178350">required</a></td></tr>
134<tr class="separator:ae81948490ddf54e80a22593640178350"><td class="memSeparator" colspan="2">&#160;</td></tr>
135<tr class="memitem:a643a20c0c59588a0f741a6095e2025fd"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a643a20c0c59588a0f741a6095e2025fd">True</a></td></tr>
136<tr class="separator:a643a20c0c59588a0f741a6095e2025fd"><td class="memSeparator" colspan="2">&#160;</td></tr>
137<tr class="memitem:a81ae9faedaa69e3e28e2960a0548df8d"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a81ae9faedaa69e3e28e2960a0548df8d">help</a></td></tr>
138<tr class="separator:a81ae9faedaa69e3e28e2960a0548df8d"><td class="memSeparator" colspan="2">&#160;</td></tr>
139<tr class="memitem:a8187411843a6284ffb964ef3fb9fcab3"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a8187411843a6284ffb964ef3fb9fcab3">args</a> = parser.parse_args()</td></tr>
140<tr class="separator:a8187411843a6284ffb964ef3fb9fcab3"><td class="memSeparator" colspan="2">&#160;</td></tr>
141<tr class="memitem:a055ae62802a8db7e7f24be1dce08c0b5"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a055ae62802a8db7e7f24be1dce08c0b5">net</a> = caffe.Net(args.netFile, 1, weights=args.modelFile)</td></tr>
142<tr class="separator:a055ae62802a8db7e7f24be1dce08c0b5"><td class="memSeparator" colspan="2">&#160;</td></tr>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]143<tr class="memitem:a9e3448e9350a8c3d5e421ecb1e64ba50"><td class="memItemLeft" align="right" valign="top">string&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a9e3448e9350a8c3d5e421ecb1e64ba50">outname</a> = name+&quot;_w&quot;</td></tr>
144<tr class="separator:a9e3448e9350a8c3d5e421ecb1e64ba50"><td class="memSeparator" colspan="2">&#160;</td></tr>
Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]145<tr class="memitem:a49e21719b906edce54a892874d995cac"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecaffe__data__extractor.xhtml#a49e21719b906edce54a892874d995cac">varname</a> = <a class="el" href="namespacecaffe__data__extractor.xhtml#a9e3448e9350a8c3d5e421ecb1e64ba50">outname</a></td></tr>
146<tr class="separator:a49e21719b906edce54a892874d995cac"><td class="memSeparator" colspan="2">&#160;</td></tr>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]147</table>
Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]148<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
149<div class="textblock"><pre class="fragment">Extracts trainable parameters from Caffe models and stores them in numpy arrays.
150Usage
151 python caffe_data_extractor -m path_to_caffe_model_file -n path_to_caffe_netlist
152
153Saves each variable to a {variable_name}.npy binary file.
154
155Tested with Caffe 1.0 on Python 2.7
156</pre> </div><h2 class="groupheader">Variable Documentation</h2>
157<a class="anchor" id="a8187411843a6284ffb964ef3fb9fcab3"></a>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]162 <td class="memname">args = parser.parse_args()</td>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]163 </tr>
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166
167<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00021">21</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]169<p>Referenced by <a class="el" href="_command_line_parser_8h_source.xhtml#l00102">CommandLineParser.add_option()</a>, <a class="el" href="_command_line_parser_8h_source.xhtml#l00109">CommandLineParser.add_positional_option()</a>, <a class="el" href="_n_e_o_n_2_helper_8h_source.xhtml#l00059">NESynthetizeFunction&lt; K &gt;.configure()</a>, <a class="el" href="_n_e_o_n_2_helper_8h_source.xhtml#l00073">NESynthetizeFunctionWithZeroConstantBorder&lt; K, bordersize &gt;.configure()</a>, <a class="el" href="_c_l_helpers_8h_source.xhtml#l00088">arm_compute.create_configure_kernel()</a>, <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00283">arm_compute.for_each()</a>, <a class="el" href="_validate_8h_source.xhtml#l00105">arm_compute::detail.for_each_error()</a>, <a class="el" href="_logger_8h_source.xhtml#l00162">Logger.log()</a>, <a class="el" href="_toolchain_support_8h_source.xhtml#l00361">arm_compute::support::cpp14.make_unique()</a>, <a class="el" href="_toolchain_support_8h_source.xhtml#l00295">arm_compute::support::cpp11.snprintf()</a>, <a class="el" href="_toolchain_support_8h_source.xhtml#l00232">arm_compute::support::cpp11.stof()</a>, <a class="el" href="_toolchain_support_8h_source.xhtml#l00202">arm_compute::support::cpp11.stoi()</a>, <a class="el" href="_toolchain_support_8h_source.xhtml#l00217">arm_compute::support::cpp11.stoul()</a>, <a class="el" href="arm__compute_2core_2utils_2logging_2_helpers_8h_source.xhtml#l00048">arm_compute::logging.string_with_format()</a>, and <a class="el" href="core_2_error_8h_source.xhtml#l00089">Status.throw_if_error()</a>.</p>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]170
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]173<a class="anchor" id="ab0bede79c5f4cbed9c2cd932a0ace201"></a>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]178 <td class="memname">dest</td>
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183<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">19</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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192 <td class="memname">help</td>
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197<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">19</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
198
199<p>Referenced by <a class="el" href="main_8cpp_source.xhtml#l00062">main()</a>.</p>
200
201</div>
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208 <td class="memname">net = caffe.Net(args.netFile, 1, weights=args.modelFile)</td>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]209 </tr>
210 </table>
211</div><div class="memdoc">
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213<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00024">24</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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222 <td class="memname">string outname = name+&quot;_w&quot;</td>
223 </tr>
224 </table>
225</div><div class="memdoc">
226
227<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00032">32</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]231<a class="anchor" id="a90eee7a4677ca8b1ed116364a24367f9"></a>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]232<div class="memitem">
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]236 <td class="memname">parser = argparse.ArgumentParser('Extract Caffe <a class="el" href="namespacecaffe__data__extractor.xhtml#a055ae62802a8db7e7f24be1dce08c0b5">net</a> parameters')</td>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]237 </tr>
238 </table>
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241<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00018">18</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
242
Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]243<p>Referenced by <a class="el" href="main_8cpp_source.xhtml#l00062">main()</a>.</p>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]244
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]247<a class="anchor" id="ae81948490ddf54e80a22593640178350"></a>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]252 <td class="memname">required</td>
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256
257<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">19</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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266 <td class="memname">str</td>
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271<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">19</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
272
273<p>Referenced by <a class="el" href="_test_filter_8cpp_source.xhtml#l00043">TestFilter.is_selected()</a>, <a class="el" href="_printer_8cpp_source.xhtml#l00037">Printer.print()</a>, <a class="el" href="_j_s_o_n_printer_8cpp_source.xhtml#l00172">JSONPrinter.print_measurements()</a>, <a class="el" href="_framework_8cpp_source.xhtml#l00142">Framework.print_test_info()</a>, <a class="el" href="_graph_type_printer_8h_source.xhtml#l00055">arm_compute::graph.to_string()</a>, <a class="el" href="_type_printer_8h_source.xhtml#l00079">arm_compute.to_string()</a>, and <a class="el" href="_toolchain_support_8h_source.xhtml#l00301">arm_compute::support::cpp11.to_string()</a>.</p>
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282 <td class="memname">True</td>
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287<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">19</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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296 <td class="memname">type</td>
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301<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00019">19</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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303<p>Referenced by <a class="el" href="validation_2reference_2_activation_layer_8cpp_source.xhtml#l00039">arm_compute::test::validation::reference.activation_layer()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00527">functions.add()</a>, <a class="el" href="tests_2framework_2_utils_8h_source.xhtml#l00079">arm_compute::test.apply()</a>, <a class="el" href="reference_2_arithmetic_subtraction_8cpp_source.xhtml#l00038">arm_compute::test::validation::reference.arithmetic_subtraction()</a>, <a class="el" href="validation_2reference_2_batch_normalization_layer_8cpp_source.xhtml#l00039">arm_compute::test::validation::reference.batch_normalization_layer()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00276">arm_compute::test::fixed_point_arithmetic::detail.clz()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00559">arm_compute.data_type_for_convolution_matrix()</a>, <a class="el" href="reference_2_depth_convert_layer_8cpp_source.xhtml#l00040">arm_compute::test::validation::reference.depth_convert()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00099">fixed_point&lt; T &gt;.fixed_point()</a>, <a class="el" href="validation_2reference_2_g_e_m_m_8cpp_source.xhtml#l00038">arm_compute::test::validation::reference.gemm()</a>, <a class="el" href="validation_2reference_2_g_e_m_m_lowp_8cpp_source.xhtml#l00101">arm_compute::test::validation::reference.gemmlowp_matrix_multiply_core()</a>, <a class="el" href="_framework_8cpp_source.xhtml#l00591">Framework.get_profiler()</a>, <a class="el" href="main_8cpp_source.xhtml#l00062">main()</a>, <a class="el" href="_toolchain_support_8h_source.xhtml#l00368">arm_compute::support::cpp14.make_unique()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00863">arm_compute.max_consecutive_elements_display_width_impl()</a>, <a class="el" href="validation_2reference_2_normalization_layer_8cpp_source.xhtml#l00038">arm_compute::test::validation::reference.normalization_layer()</a>, <a class="el" href="_validation_8h_source.xhtml#l00258">compare&lt; AbsoluteTolerance&lt; U &gt; &gt;.operator bool()</a>, <a class="el" href="_validation_8h_source.xhtml#l00282">compare&lt; RelativeTolerance&lt; U &gt; &gt;.operator bool()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00166">fixed_point&lt; T &gt;.operator float()</a>, <a class="el" href="_dataset_modes_8h_source.xhtml#l00048">arm_compute::test::framework.operator&amp;()</a>, <a class="el" href="arm__compute_2core_2_helpers_8h_source.xhtml#l00059">arm_compute.operator&amp;()</a>, <a class="el" href="_dataset_modes_8h_source.xhtml#l00054">arm_compute::test::framework.operator|()</a>, <a class="el" href="_dataset_modes_8h_source.xhtml#l00060">arm_compute::test::framework.operator|=()</a>, <a class="el" href="validation_2reference_2_pooling_layer_8cpp_source.xhtml#l00057">arm_compute::test::validation::reference.pooling_layer()</a>, <a class="el" href="arm__compute_2core_2_utils_8h_source.xhtml#l00830">arm_compute.print_consecutive_elements_impl()</a>, <a class="el" href="tests_2_utils_8h_source.xhtml#l00056">arm_compute::test.round_half_up()</a>, <a class="el" href="benchmark_2fixtures_2_softmax_layer_fixture_8h_source.xhtml#l00073">SoftmaxLayerFixture&lt; TensorType, Function, Accessor &gt;.run()</a>, <a class="el" href="benchmark_2fixtures_2_fully_connected_layer_fixture_8h_source.xhtml#l00078">FullyConnectedLayerFixture&lt; TensorType, Function, Accessor &gt;.run()</a>, <a class="el" href="benchmark_2fixtures_2_convolution_layer_fixture_8h_source.xhtml#l00078">ConvolutionLayerFixture&lt; TensorType, Function, Accessor &gt;.run()</a>, <a class="el" href="benchmark_2fixtures_2_batch_normalization_layer_fixture_8h_source.xhtml#l00082">BatchNormalizationLayerFixture&lt; TensorType, Function, Accessor &gt;.run()</a>, <a class="el" href="_alex_net_network_8h_source.xhtml#l00530">AlexNetNetwork&lt; ITensorType, TensorType, SubTensorType, arm_compute::test::Accessor, ActivationLayerFunction, ConvolutionLayerFunction, DirectConvolutionLayerFunction, FullyConnectedLayerFunction, NormalizationLayerFunction, PoolingLayerFunction, SoftmaxLayerFunction &gt;.run()</a>, <a class="el" href="_threshold_fixture_8h_source.xhtml#l00045">ThresholdValidationFixture&lt; TensorType, AccessorType, FunctionType, T &gt;.setup()</a>, <a class="el" href="_harris_corners_fixture_8h_source.xhtml#l00050">HarrisCornersValidationFixture&lt; TensorType, AccessorType, ArrayType, FunctionType, T &gt;.setup()</a>, <a class="el" href="validation_2reference_2_softmax_layer_8cpp_source.xhtml#l00038">arm_compute::test::validation::reference.softmax_layer()</a>, <a class="el" href="tests_2validation_2_fixed_point_8h_source.xhtml#l00552">functions.sub()</a>, <a class="el" href="reference_2_threshold_8cpp_source.xhtml#l00035">arm_compute::test::validation::reference.threshold()</a>, <a class="el" href="_type_printer_8h_source.xhtml#l00738">arm_compute.to_string()</a>, <a class="el" href="_validation_8h_source.xhtml#l00314">arm_compute::test::validation.validate()</a>, and <a class="el" href="_validation_8h_source.xhtml#l00389">arm_compute::test::validation.validate_wrap()</a>.</p>
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305</div>
306</div>
307<a class="anchor" id="a49e21719b906edce54a892874d995cac"></a>
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312 <td class="memname">varname = <a class="el" href="namespacecaffe__data__extractor.xhtml#a9e3448e9350a8c3d5e421ecb1e64ba50">outname</a></td>
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]313 </tr>
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316
317<p>Definition at line <a class="el" href="caffe__data__extractor_8py_source.xhtml#l00039">39</a> of file <a class="el" href="caffe__data__extractor_8py_source.xhtml">caffe_data_extractor.py</a>.</p>
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Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]327 <li class="footer">Generated on Thu Dec 14 2017 23:48:39 for Compute Library by
Kaizen8938bd32017-09-28 14:38:23 +0100[diff] [blame]328 <a href="http://www.doxygen.org/index.html">
Anthony Barbier8140e1e2017-12-14 23:48:46 +0000[diff] [blame^]329 <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>
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