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| <h1>DeconvolutionParam</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 Deconvolution</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 tensor to the deconvolution operation.</p></dd><dt class="param">weight</dt><dd class="cmt"><p>Weights representing the kernel.</p></dd><dt class="param">bias</dt><dd class="cmt"><p>Bias added to the result after the deconvolution operation.</p></dd><dt class="param">kernel</dt><dd class="cmt"><p>Deconvolution kernel size: (w,), (h, w) or (d, h, w). This is same as the kernel size used for the corresponding convolution</p></dd><dt class="param">num_filter</dt><dd class="cmt"><p>Number of output filters. |
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| </li><li name="org.apache.mxnet.javaapi.DeconvolutionParam#setAdj" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setAdj(adj:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setAdj(Shape):DeconvolutionParam"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">def</span> |
| </span> |
| <span class="symbol"> |
| <span class="name">setAdj</span><span class="params">(<span name="adj">adj: <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.DeconvolutionParam">DeconvolutionParam</a></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">adj</dt><dd class="cmt"><p>Adjustment for output shape: (w,), (h, w) or (d, h, w). If <code>target_shape</code> is set, <code>adj</code> will be ignored and computed accordingly. |
| </p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.DeconvolutionParam#setCudnn_off" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setCudnn_off(cudnn_off:Boolean):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setCudnn_off(Boolean):DeconvolutionParam"></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.DeconvolutionParam">DeconvolutionParam</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.DeconvolutionParam#setCudnn_tune" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setCudnn_tune(cudnn_tune:String):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setCudnn_tune(String):DeconvolutionParam"></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.DeconvolutionParam">DeconvolutionParam</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_tune</dt><dd class="cmt"><p>Whether to pick convolution algorithm by running performance test. |
| </p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.DeconvolutionParam#setDilate" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setDilate(dilate:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setDilate(Shape):DeconvolutionParam"></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.DeconvolutionParam">DeconvolutionParam</a></span> |
| </span> |
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| <a href="../../../../index.html#org.apache.mxnet.javaapi.DeconvolutionParam@setDilate(dilate:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.DeconvolutionParam" title="Permalink" target="_top"> |
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| <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>Dilation factor for each dimension of the input: (w,), (h, w) or (d, h, w). Defaults to 1 for each dimension. |
| </p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.DeconvolutionParam#setLayout" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setLayout(layout:String):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setLayout(String):DeconvolutionParam"></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.DeconvolutionParam">DeconvolutionParam</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../../index.html#org.apache.mxnet.javaapi.DeconvolutionParam@setLayout(layout:String):org.apache.mxnet.javaapi.DeconvolutionParam" 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">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.DeconvolutionParam#setNo_bias" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setNo_bias(no_bias:Boolean):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setNo_bias(Boolean):DeconvolutionParam"></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.DeconvolutionParam">DeconvolutionParam</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">no_bias</dt><dd class="cmt"><p>Whether to disable bias parameter. |
| </p></dd></dl></div> |
| </li><li name="org.apache.mxnet.javaapi.DeconvolutionParam#setNum_group" visbl="pub" data-isabs="false" fullComment="yes" group="Ungrouped"> |
| <a id="setNum_group(num_group:Integer):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setNum_group(Integer):DeconvolutionParam"></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.DeconvolutionParam">DeconvolutionParam</a></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">num_group</dt><dd class="cmt"><p>Number of groups partition. |
| </p></dd></dl></div> |
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| <a id="setPad(pad:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
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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>The amount of implicit zero padding added during convolution for each dimension of the input: (w,), (h, w) or (d, h, w). <code><code>(kernel-1)/2</code></code> is usually a good choice. If <code>target_shape</code> is set, <code>pad</code> will be ignored and a padding that will generate the target shape will be used. Defaults to no padding. |
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| <a id="setStride(stride:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
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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>The stride used for the corresponding convolution: (w,), (h, w) or (d, h, w). Defaults to 1 for each dimension. |
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| <a id="setTarget_shape(target_shape:org.apache.mxnet.javaapi.Shape):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
| <a id="setTarget_shape(Shape):DeconvolutionParam"></a> |
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| <p class="shortcomment cmt"></p><div class="fullcomment"><div class="comment cmt"></div><dl class="paramcmts block"><dt class="param">target_shape</dt><dd class="cmt"><p>Shape of the output tensor: (w,), (h, w) or (d, h, w). |
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| <a id="setWorkspace(workspace:Long):org.apache.mxnet.javaapi.DeconvolutionParam"></a> |
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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 (MB) in deconvolution.This parameter has two usages. When CUDNN is not used, it determines the effective batch size of the deconvolution kernel. When CUDNN is used, it controls the maximum temporary storage used for tuning the best CUDNN kernel when <code>limited_workspace</code> strategy is used. |
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