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| <h1>ConvolutionParam</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</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 ConvolutionOp.</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: (w,), (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.ConvolutionParam"></a> |
| <a id="setCudnn_off(Boolean):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
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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_off</dt><dd class="cmt"><p>Turn off cudnn for this layer.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.ConvolutionParam#setCudnn_tune" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setCudnn_tune(cudnn_tune:String):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setCudnn_tune(String):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setCudnn_tune(cudnn_tune:String):org.apache.mxnet.javaapi.ConvolutionParam" 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.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.ConvolutionParam#setDilate" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setDilate(dilate:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setDilate(Shape):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
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| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setDilate(dilate:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.ConvolutionParam" 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: (w,), (h, w) or (d, h, w). Defaults to 1 for each dimension.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.ConvolutionParam#setLayout" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setLayout(layout:String):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setLayout(String):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setLayout(layout:String):org.apache.mxnet.javaapi.ConvolutionParam" title="Permalink" target="_top"> |
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| </a> |
| </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: NCW for 1d, NCHW for 2d and NCDHW for 3d.NHWC and NDHWC are only supported on GPU.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.ConvolutionParam#setNo_bias" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setNo_bias(no_bias:Boolean):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setNo_bias(Boolean):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setNo_bias(no_bias:Boolean):org.apache.mxnet.javaapi.ConvolutionParam" title="Permalink" target="_top"> |
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| </a> |
| </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.ConvolutionParam#setNum_group" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setNum_group(num_group:Integer):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setNum_group(Integer):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setNum_group(num_group:Integer):org.apache.mxnet.javaapi.ConvolutionParam" title="Permalink" target="_top"> |
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| </a> |
| </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.</p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.ConvolutionParam#setOut" visbl="pub" data-isabs="false" fullComment="no" group="Ungrouped"> |
| <a id="setOut(out:org.apache.mxnet.javaapi.NDArray):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setOut(NDArray):ConvolutionParam"></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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setOut(out:org.apache.mxnet.javaapi.NDArray):org.apache.mxnet.javaapi.ConvolutionParam" title="Permalink" target="_top"> |
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| |
| </li><li name="org.apache.mxnet.javaapi.ConvolutionParam#setPad" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setPad(pad:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.ConvolutionParam"></a> |
| <a id="setPad(Shape):ConvolutionParam"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setPad</span><span class="params">(<span name="pad">pad: <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.ConvolutionParam">ConvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.ConvolutionParam@setPad(pad:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.ConvolutionParam" 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">pad</dt><dd class="cmt"><p>Zero pad for convolution: (w,), (h, w) or (d, h, w). Defaults to no padding.</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: (w,), (h, w) or (d, h, w). Defaults to 1 for each dimension.</p></dd></dl></div> |
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