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| <h1>Convolution_v1Param</h1><h3><span class="morelinks"><div>Related Doc: |
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| <div id="comment" class="fullcommenttop"><div class="comment cmt"><p>This Param Object is specifically used for Convolution_v1</p></div><div class="toggleContainer block"> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">data</dt><dd class="cmt"><p>Input data to the ConvolutionV1Op.</p></dd><dt class="param">weight</dt><dd class="cmt"><p>Weight matrix.</p></dd><dt class="param">bias</dt><dd class="cmt"><p>Bias parameter.</p></dd><dt class="param">kernel</dt><dd class="cmt"><p>convolution kernel size: (h, w) or (d, h, w)</p></dd><dt class="param">num_filter</dt><dd class="cmt"><p>convolution filter(channel) number</p></dd></dl></div> |
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| <a id="setCudnn_off(cudnn_off:Boolean):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setCudnn_off(Boolean):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setCudnn_off</span><span class="params">(<span name="cudnn_off">cudnn_off: <span class="extype" name="java.lang.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">cudnn_off</dt><dd class="cmt"><p>Turn off cudnn for this layer.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.Convolution_v1Param#setCudnn_tune" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setCudnn_tune(cudnn_tune:String):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setCudnn_tune(String):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setCudnn_tune</span><span class="params">(<span name="cudnn_tune">cudnn_tune: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
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| <a href="../../../../index.html#org.apache.mxnet.javaapi.Convolution_v1Param@setCudnn_tune(cudnn_tune:String):org.apache.mxnet.javaapi.Convolution_v1Param" title="Permalink" target="_top"> |
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| </span> |
| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">cudnn_tune</dt><dd class="cmt"><p>Whether to pick convolution algo by running performance test. |
| Leads to higher startup time but may give faster speed. Options are: |
| 'off': no tuning |
| 'limited_workspace': run test and pick the fastest algorithm that doesn't exceed workspace limit. |
| 'fastest': pick the fastest algorithm and ignore workspace limit. |
| If set to None (default), behavior is determined by environment |
| variable MXNET_CUDNN_AUTOTUNE_DEFAULT: 0 for off, |
| 1 for limited workspace (default), 2 for fastest.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.Convolution_v1Param#setDilate" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setDilate(dilate:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setDilate(Shape):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setDilate</span><span class="params">(<span name="dilate">dilate: <a href="Shape.html" class="extype" name="org.apache.mxnet.javaapi.Shape">Shape</a></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
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| <a href="../../../../index.html#org.apache.mxnet.javaapi.Convolution_v1Param@setDilate(dilate:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.Convolution_v1Param" title="Permalink" target="_top"> |
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| </span> |
| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">dilate</dt><dd class="cmt"><p>convolution dilate: (h, w) or (d, h, w)</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.Convolution_v1Param#setLayout" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setLayout(layout:String):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setLayout(String):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setLayout</span><span class="params">(<span name="layout">layout: <span class="extype" name="scala.Predef.String">String</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
| </h4><span class="permalink"> |
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| </span> |
| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">layout</dt><dd class="cmt"><p>Set layout for input, output and weight. Empty for |
| default layout: NCHW for 2d and NCDHW for 3d.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.Convolution_v1Param#setNo_bias" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setNo_bias(no_bias:Boolean):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setNo_bias(Boolean):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setNo_bias</span><span class="params">(<span name="no_bias">no_bias: <span class="extype" name="java.lang.Boolean">Boolean</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.Convolution_v1Param@setNo_bias(no_bias:Boolean):org.apache.mxnet.javaapi.Convolution_v1Param" title="Permalink" target="_top"> |
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| </span> |
| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">no_bias</dt><dd class="cmt"><p>Whether to disable bias parameter.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.Convolution_v1Param#setNum_group" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setNum_group(num_group:Integer):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setNum_group(Integer):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setNum_group</span><span class="params">(<span name="num_group">num_group: <span class="extype" name="java.lang.Integer">Integer</span></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.Convolution_v1Param@setNum_group(num_group:Integer):org.apache.mxnet.javaapi.Convolution_v1Param" title="Permalink" target="_top"> |
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| </span> |
| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">num_group</dt><dd class="cmt"><p>Number of group partitions. Equivalent to slicing input into num_group |
| partitions, apply convolution on each, then concatenate the results</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.Convolution_v1Param#setOut" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped"> |
| <a id="setOut(out:org.apache.mxnet.javaapi.NDArray):org.apache.mxnet.javaapi.Convolution_v1Param"></a> |
| <a id="setOut(NDArray):Convolution_v1Param"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setOut</span><span class="params">(<span name="out">out: <a href="NDArray.html" class="extype" name="org.apache.mxnet.javaapi.NDArray">NDArray</a></span>)</span><span class="result">: <a href="" class="extype" name="org.apache.mxnet.javaapi.Convolution_v1Param">Convolution_v1Param</a></span> |
| </span> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">pad</dt><dd class="cmt"><p>pad for convolution: (h, w) or (d, h, w)</p></dd></dl></div> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">stride</dt><dd class="cmt"><p>convolution stride: (h, w) or (d, h, w)</p></dd></dl></div> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">workspace</dt><dd class="cmt"><p>Maximum temporary workspace allowed for convolution (MB).This parameter determines the effective batch size of the convolution kernel, which may be smaller than the given batch size. Also, the workspace will be automatically enlarged to make sure that we can run the kernel with batch_size=1</p></dd></dl></div> |
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