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<a href="#func-members">Functions</a> </div>
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<div class="title">Deconvolution<div class="ingroups"><a class="el" href="group__c__api.html">C API</a> &raquo; <a class="el" href="group__c__api__primitive.html">Primitive operations</a></div></div> </div>
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Collaboration diagram for Deconvolution:</div>
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<center><table><tr><td><img src="group__c__api__deconvolution.png" border="0" alt="" usemap="#group____c____api____deconvolution"/>
<map name="group____c____api____deconvolution" id="group____c____api____deconvolution">
<area shape="rect" id="node1" href="group__c__api__primitive.html" title="Primitive operations" alt="" coords="5,5,155,32"/>
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<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:ga039ec8211c29e7915744d47ae3283aa0"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__c__api__deconvolution.html#ga039ec8211c29e7915744d47ae3283aa0">mkldnn_deconvolution_forward_desc_init</a> (<a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *conv_desc, <a class="el" href="group__c__api__types__generic.html#ga5b98c8059c2aff8861157bf070c3f520">mkldnn_prop_kind_t</a> prop_kind, <a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a> alg_kind, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *src_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *weights_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *bias_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *dst_desc, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> strides, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_l, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_r)</td></tr>
<tr class="separator:ga039ec8211c29e7915744d47ae3283aa0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga1685811c6843a0f50a3abc8584996c98"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__c__api__deconvolution.html#ga1685811c6843a0f50a3abc8584996c98">mkldnn_dilated_deconvolution_forward_desc_init</a> (<a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *conv_desc, <a class="el" href="group__c__api__types__generic.html#ga5b98c8059c2aff8861157bf070c3f520">mkldnn_prop_kind_t</a> prop_kind, <a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a> alg_kind, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *src_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *weights_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *bias_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *dst_desc, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> strides, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> dilates, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_l, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_r)</td></tr>
<tr class="separator:ga1685811c6843a0f50a3abc8584996c98"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga00b772382cdc3f0a8f2415b3d3126b81"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__c__api__deconvolution.html#ga00b772382cdc3f0a8f2415b3d3126b81">mkldnn_deconvolution_backward_data_desc_init</a> (<a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *conv_desc, <a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a> alg_kind, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_src_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *weights_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_dst_desc, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> strides, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_l, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_r)</td></tr>
<tr class="separator:ga00b772382cdc3f0a8f2415b3d3126b81"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gadb319f0700bbda006c16e9f700de0655"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__c__api__deconvolution.html#gadb319f0700bbda006c16e9f700de0655">mkldnn_dilated_deconvolution_backward_data_desc_init</a> (<a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *conv_desc, <a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a> alg_kind, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_src_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *weights_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_dst_desc, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> strides, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> dilates, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_l, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_r)</td></tr>
<tr class="separator:gadb319f0700bbda006c16e9f700de0655"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:gad9b56089fb699f9b6215c01dda23e4c0"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__c__api__deconvolution.html#gad9b56089fb699f9b6215c01dda23e4c0">mkldnn_deconvolution_backward_weights_desc_init</a> (<a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *conv_desc, <a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a> alg_kind, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *src_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_weights_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_bias_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_dst_desc, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> strides, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_l, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_r)</td></tr>
<tr class="separator:gad9b56089fb699f9b6215c01dda23e4c0"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ga0bec3e3821d40bb0cbdef8352b9e9670"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="group__c__api__deconvolution.html#ga0bec3e3821d40bb0cbdef8352b9e9670">mkldnn_dilated_deconvolution_backward_weights_desc_init</a> (<a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *conv_desc, <a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a> alg_kind, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *src_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_weights_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_bias_desc, const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *diff_dst_desc, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> strides, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> dilates, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_l, const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a> padding_r)</td></tr>
<tr class="separator:ga0bec3e3821d40bb0cbdef8352b9e9670"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<p>A primitive to compute deconvolution using different algorithms. </p>
<h2 class="groupheader">Function Documentation</h2>
<a class="anchor" id="ga00b772382cdc3f0a8f2415b3d3126b81"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API mkldnn_deconvolution_backward_data_desc_init </td>
<td>(</td>
<td class="paramtype"><a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *&#160;</td>
<td class="paramname"><em>conv_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a>&#160;</td>
<td class="paramname"><em>alg_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_src_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>weights_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_dst_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>strides</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_l</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_r</em>&#160;</td>
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<tr>
<td></td>
<td>)</td>
<td></td><td></td>
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</table>
</div><div class="memdoc">
<p>Initializes a deconvolution descriptor <code>conv_desc</code> for backward propagation with respect to data using <code>alg_kind</code>, memory descriptors, <code>strides</code>, <code>padding_l</code>, and <code>padding_r</code>.</p>
<dl class="section note"><dt>Note</dt><dd>Memory descriptors are allowed to be initialized with <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539a25ba80bb864a69c9fae70b4503e76167">mkldnn_format_kind_any</a> value of <code>format_kind</code>.</dd></dl>
<p>Inputs:</p><ul>
<li>diff_dst (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9acfa30e38738b3de8c7d3a7f21ffc1623" title="destination grad. memory desc ">mkldnn_query_diff_dst_md</a>, 0)</li>
<li>weights (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a4d1661d6a50277029d02417f6b65435d" title="weights memory descriptor desc ">mkldnn_query_weights_md</a>, 0)</li>
</ul>
<p>Outputs:</p><ul>
<li>diff_src (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9ad915503c92000da20088fdb93cd685b9" title="source gradient memory desc ">mkldnn_query_diff_src_md</a>, 0) </li>
</ul>
</div>
</div>
<a class="anchor" id="gad9b56089fb699f9b6215c01dda23e4c0"></a>
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<td class="memname"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API mkldnn_deconvolution_backward_weights_desc_init </td>
<td>(</td>
<td class="paramtype"><a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *&#160;</td>
<td class="paramname"><em>conv_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a>&#160;</td>
<td class="paramname"><em>alg_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>src_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_weights_desc</em>, </td>
</tr>
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<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_bias_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_dst_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>strides</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_l</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_r</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Initializes a deconvolution descriptor <code>conv_desc</code> for backward propagation with respect to weights using <code>alg_kind</code>, memory descriptors, <code>strides</code>, <code>padding_l</code>, and <code>padding_r</code>.</p>
<dl class="section note"><dt>Note</dt><dd>Memory descriptors are allowed to be initialized with <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539a25ba80bb864a69c9fae70b4503e76167">mkldnn_format_kind_any</a> value of <code>format_kind</code>.</dd></dl>
<p>Inputs:</p><ul>
<li>src (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2bccd0a79be2c331227c353c294c3fbc" title="source memory desc ">mkldnn_query_src_md</a>, 0)</li>
<li>diff_dst (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9acfa30e38738b3de8c7d3a7f21ffc1623" title="destination grad. memory desc ">mkldnn_query_diff_dst_md</a>, 0)</li>
</ul>
<p>Outputs:</p><ul>
<li>diff_weights (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2c78f7a683101ff96875e8cec787ba42" title="weights grad. memory desc ">mkldnn_query_diff_weights_md</a>, 0)</li>
<li>diff_bias (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2c78f7a683101ff96875e8cec787ba42" title="weights grad. memory desc ">mkldnn_query_diff_weights_md</a>, 1), if created with bias </li>
</ul>
</div>
</div>
<a class="anchor" id="ga039ec8211c29e7915744d47ae3283aa0"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API mkldnn_deconvolution_forward_desc_init </td>
<td>(</td>
<td class="paramtype"><a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *&#160;</td>
<td class="paramname"><em>conv_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#ga5b98c8059c2aff8861157bf070c3f520">mkldnn_prop_kind_t</a>&#160;</td>
<td class="paramname"><em>prop_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a>&#160;</td>
<td class="paramname"><em>alg_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>src_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>weights_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>bias_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>dst_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>strides</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_l</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_r</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Initializes a deconvolution descriptor <code>deconv_desc</code> for forward propagation using <code>prop_kind</code> (possible values are <a class="el" href="group__c__api__types__generic.html#gga5b98c8059c2aff8861157bf070c3f520a0bb8fb5a8f3ae67cf8d9c8d13667507f">mkldnn_forward_training</a> and <a class="el" href="group__c__api__types__generic.html#gga5b98c8059c2aff8861157bf070c3f520a58a923fb6c4e1214e1505b5fa0b1e3fa">mkldnn_forward_inference</a>), <code>alg_kind</code>, memory descriptors, <code>strides</code>, <code>padding_l</code>, and <code>padding_r</code>. In order to create a deconvolution without bias, <code>bias_desc</code> should either be <code>NULL</code> or point to a descriptor with memory format kind equals <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539afa2ed8138654e17c7b418579d3273130" title="Undefined memory format kind, used for empty memory descriptors. ">mkldnn_format_kind_undef</a>.</p>
<dl class="section note"><dt>Note</dt><dd>If <code>padding_r</code> is <code>NULL</code>, the padding is supposed to be symmetric.</dd>
<dd>
Memory descriptors are allowed to be initialized with <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539a25ba80bb864a69c9fae70b4503e76167">mkldnn_format_kind_any</a> value of <code>format_kind</code>.</dd></dl>
<p>Inputs:</p><ul>
<li>src (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2bccd0a79be2c331227c353c294c3fbc" title="source memory desc ">mkldnn_query_src_md</a>, 0)</li>
<li>weights (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a4d1661d6a50277029d02417f6b65435d" title="weights memory descriptor desc ">mkldnn_query_weights_md</a>, 0)</li>
<li>bias (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a4d1661d6a50277029d02417f6b65435d" title="weights memory descriptor desc ">mkldnn_query_weights_md</a>, 1), if created with bias</li>
</ul>
<p>Outputs:</p><ul>
<li>dst (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9adccda04151e0c287f0de64b832d33ac4" title="destination memory desc ">mkldnn_query_dst_md</a>, 0) </li>
</ul>
</div>
</div>
<a class="anchor" id="gadb319f0700bbda006c16e9f700de0655"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API mkldnn_dilated_deconvolution_backward_data_desc_init </td>
<td>(</td>
<td class="paramtype"><a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *&#160;</td>
<td class="paramname"><em>conv_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a>&#160;</td>
<td class="paramname"><em>alg_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_src_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>weights_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_dst_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>strides</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>dilates</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_l</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_r</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Initializes a dilated deconvolution descriptor <code>conv_desc</code> for backward propagation with respect to data using <code>alg_kind</code>, memory descriptors, <code>strides</code>, <code>dilates</code>, <code>padding_l</code>, and <code>padding_r</code>.</p>
<dl class="section note"><dt>Note</dt><dd>Memory descriptors are allowed to be initialized with <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539a25ba80bb864a69c9fae70b4503e76167">mkldnn_format_kind_any</a> value of <code>format_kind</code>.</dd></dl>
<p>Inputs:</p><ul>
<li>diff_dst (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9acfa30e38738b3de8c7d3a7f21ffc1623" title="destination grad. memory desc ">mkldnn_query_diff_dst_md</a>, 0)</li>
<li>weights (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a4d1661d6a50277029d02417f6b65435d" title="weights memory descriptor desc ">mkldnn_query_weights_md</a>, 0)</li>
</ul>
<p>Outputs:</p><ul>
<li>diff_src (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9ad915503c92000da20088fdb93cd685b9" title="source gradient memory desc ">mkldnn_query_diff_src_md</a>, 0) </li>
</ul>
</div>
</div>
<a class="anchor" id="ga0bec3e3821d40bb0cbdef8352b9e9670"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API mkldnn_dilated_deconvolution_backward_weights_desc_init </td>
<td>(</td>
<td class="paramtype"><a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *&#160;</td>
<td class="paramname"><em>conv_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a>&#160;</td>
<td class="paramname"><em>alg_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>src_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_weights_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_bias_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>diff_dst_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>strides</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>dilates</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_l</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_r</em>&#160;</td>
</tr>
<tr>
<td></td>
<td>)</td>
<td></td><td></td>
</tr>
</table>
</div><div class="memdoc">
<p>Initializes a dilated deconvolution descriptor <code>conv_desc</code> for backward propagation with respect to weights using <code>alg_kind</code>, memory descriptors, <code>strides</code>, <code>dilates</code>, <code>padding_l</code>, and <code>padding_r</code>.</p>
<dl class="section note"><dt>Note</dt><dd>Memory descriptors are allowed to be initialized with <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539a25ba80bb864a69c9fae70b4503e76167">mkldnn_format_kind_any</a> value of <code>format_kind</code>.</dd></dl>
<p>Inputs:</p><ul>
<li>src (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2bccd0a79be2c331227c353c294c3fbc" title="source memory desc ">mkldnn_query_src_md</a>, 0)</li>
<li>diff_dst (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9acfa30e38738b3de8c7d3a7f21ffc1623" title="destination grad. memory desc ">mkldnn_query_diff_dst_md</a>, 0)</li>
</ul>
<p>Outputs:</p><ul>
<li>diff_weights (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2c78f7a683101ff96875e8cec787ba42" title="weights grad. memory desc ">mkldnn_query_diff_weights_md</a>, 0)</li>
<li>diff_bias (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2c78f7a683101ff96875e8cec787ba42" title="weights grad. memory desc ">mkldnn_query_diff_weights_md</a>, 1), if created with bias </li>
</ul>
</div>
</div>
<a class="anchor" id="ga1685811c6843a0f50a3abc8584996c98"></a>
<div class="memitem">
<div class="memproto">
<table class="memname">
<tr>
<td class="memname"><a class="el" href="group__c__api__types__generic.html#ga31866789b66acfb1c28b2f9bdd7bdfdd">mkldnn_status_t</a> MKLDNN_API mkldnn_dilated_deconvolution_forward_desc_init </td>
<td>(</td>
<td class="paramtype"><a class="el" href="group__c__api__types__op__descs.html#ga22892e72c09157377e6d0358273025a3">mkldnn_deconvolution_desc_t</a> *&#160;</td>
<td class="paramname"><em>conv_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#ga5b98c8059c2aff8861157bf070c3f520">mkldnn_prop_kind_t</a>&#160;</td>
<td class="paramname"><em>prop_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype"><a class="el" href="group__c__api__types__generic.html#gaa27d43cdd1e439cc41a9580d23ce3e97">mkldnn_alg_kind_t</a>&#160;</td>
<td class="paramname"><em>alg_kind</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>src_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>weights_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>bias_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="structmkldnn__memory__desc__t.html">mkldnn_memory_desc_t</a> *&#160;</td>
<td class="paramname"><em>dst_desc</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>strides</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>dilates</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_l</em>, </td>
</tr>
<tr>
<td class="paramkey"></td>
<td></td>
<td class="paramtype">const <a class="el" href="group__c__api__types__memory.html#ga172d58716d5d4d104a05ed79a21dfec8">mkldnn_dims_t</a>&#160;</td>
<td class="paramname"><em>padding_r</em>&#160;</td>
</tr>
<tr>
<td></td>
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<p>Initializes a dilated deconvolution descriptor <code>deconv_desc</code> for forward propagation using <code>prop_kind</code> (possible values are <a class="el" href="group__c__api__types__generic.html#gga5b98c8059c2aff8861157bf070c3f520a0bb8fb5a8f3ae67cf8d9c8d13667507f">mkldnn_forward_training</a> and <a class="el" href="group__c__api__types__generic.html#gga5b98c8059c2aff8861157bf070c3f520a58a923fb6c4e1214e1505b5fa0b1e3fa">mkldnn_forward_inference</a>), <code>alg_kind</code>, memory descriptors, <code>strides</code>, <code>dilates</code>, <code>padding_l</code>, and <code>padding_r</code>. In order to create a dilated deconvolution without bias, <code>bias_desc</code> should either be <code>NULL</code> or point to a descriptor with memory format kind equal <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539afa2ed8138654e17c7b418579d3273130" title="Undefined memory format kind, used for empty memory descriptors. ">mkldnn_format_kind_undef</a>.</p>
<dl class="section note"><dt>Note</dt><dd>If <code>padding_r</code> is <code>NULL</code>, the padding is supposed to be symmetric.</dd>
<dd>
Memory descriptors are allowed to be initialized with <a class="el" href="group__c__api__types__generic.html#gga1f6c390306d4c8a438c0efbff08c0539a25ba80bb864a69c9fae70b4503e76167">mkldnn_format_kind_any</a> value of <code>format_kind</code>.</dd></dl>
<p>Inputs:</p><ul>
<li>src (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a2bccd0a79be2c331227c353c294c3fbc" title="source memory desc ">mkldnn_query_src_md</a>, 0)</li>
<li>weights (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a4d1661d6a50277029d02417f6b65435d" title="weights memory descriptor desc ">mkldnn_query_weights_md</a>, 0)</li>
<li>bias (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9a4d1661d6a50277029d02417f6b65435d" title="weights memory descriptor desc ">mkldnn_query_weights_md</a>, 1), if created with bias</li>
</ul>
<p>Outputs:</p><ul>
<li>dst (<a class="el" href="group__c__api__types__query.html#gga6eebc661a8a3437b49d9c677f8972fc9adccda04151e0c287f0de64b832d33ac4" title="destination memory desc ">mkldnn_query_dst_md</a>, 0) </li>
</ul>
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