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| <div class="contents"> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a> |
| Typedefs</h2></td></tr> |
| <tr class="memitem:ac7390f867756c18b847aaaaf549bf9e1"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#ac7390f867756c18b847aaaaf549bf9e1">TOpPattern</a> = int</td></tr> |
| <tr class="memdesc:ac7390f867756c18b847aaaaf549bf9e1"><td class="mdescLeft"> </td><td class="mdescRight">the operator pattern <a href="#ac7390f867756c18b847aaaaf549bf9e1">More...</a><br /></td></tr> |
| <tr class="separator:ac7390f867756c18b847aaaaf549bf9e1"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad95ea95f1a7bd97f7a8d13f936318f42"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#ad95ea95f1a7bd97f7a8d13f936318f42">FTVMCompute</a> = std::function< Array< Tensor >(const <a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a> &attrs, const Array< Tensor > &inputs, const Array< Tensor > &out_info)></td></tr> |
| <tr class="memdesc:ad95ea95f1a7bd97f7a8d13f936318f42"><td class="mdescLeft"> </td><td class="mdescRight">Computation description interface. <a href="#ad95ea95f1a7bd97f7a8d13f936318f42">More...</a><br /></td></tr> |
| <tr class="separator:ad95ea95f1a7bd97f7a8d13f936318f42"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3092e35c1709e8bbce0b44822ecf690a"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#a3092e35c1709e8bbce0b44822ecf690a">FTVMSchedule</a> = std::function< Schedule(const <a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a> &attrs, const Array< Tensor > &outs, const std::string &target)></td></tr> |
| <tr class="memdesc:a3092e35c1709e8bbce0b44822ecf690a"><td class="mdescLeft"> </td><td class="mdescRight">Build the computation schedule for op whose root is at current op. <a href="#a3092e35c1709e8bbce0b44822ecf690a">More...</a><br /></td></tr> |
| <tr class="separator:a3092e35c1709e8bbce0b44822ecf690a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5928b293fb1d2a15fdb1440ce21aa72a"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#a5928b293fb1d2a15fdb1440ce21aa72a">FTVMAlterOpLayout</a> = std::function< bool(const <a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a> &attrs, const <a class="el" href="classnnvm_1_1Symbol.html">Symbol</a> &inputs, const Array< Tensor > &tinfos, <a class="el" href="classnnvm_1_1Symbol.html">Symbol</a> *ret)></td></tr> |
| <tr class="memdesc:a5928b293fb1d2a15fdb1440ce21aa72a"><td class="mdescLeft"> </td><td class="mdescRight">Modify the op node to alter its input layout. it is invoked in AlterOpLayout pass. <a href="#a5928b293fb1d2a15fdb1440ce21aa72a">More...</a><br /></td></tr> |
| <tr class="separator:a5928b293fb1d2a15fdb1440ce21aa72a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a795b559e153b961dcadfb44a9d7c46c6"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#a795b559e153b961dcadfb44a9d7c46c6">FTVMVectorizedOp</a> = std::function< <a class="el" href="namespacennvm.html#a4259d4f89d9f0feb94111a1c8cb5a1ae">nnvm::NodePtr</a>(const <a class="el" href="classnnvm_1_1Node.html">nnvm::Node</a> *node)></td></tr> |
| <tr class="memdesc:a795b559e153b961dcadfb44a9d7c46c6"><td class="mdescLeft"> </td><td class="mdescRight">Transform from normal operator to vectorized operator. <a href="#a795b559e153b961dcadfb44a9d7c46c6">More...</a><br /></td></tr> |
| <tr class="separator:a795b559e153b961dcadfb44a9d7c46c6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ada56070560c42f5b6dfd650c3b316bc8"><td class="memItemLeft" align="right" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#ada56070560c42f5b6dfd650c3b316bc8">AttrDict</a> = std::unordered_map< std::string, std::string ></td></tr> |
| <tr class="separator:ada56070560c42f5b6dfd650c3b316bc8"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="enum-members"></a> |
| Enumerations</h2></td></tr> |
| <tr class="memitem:aafc152b15e768d3ff58a2ae792c5c65d"><td class="memItemLeft" align="right" valign="top">enum  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65d">OpPatternKind</a> { <br /> |
|   <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65daa8f912ede584a436f0c3be789c325746">kElemWise</a> = 0, |
| <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65dae7bf0b2a21008ef1b5cf4c0067a374a6">kBroadcast</a> = 1, |
| <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65da3b417eaee3f4cea30631b6fb418c626a">kInjective</a> = 2, |
| <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65dabc03c0a03151f482156f3a54db1a1a2e">kCommReduce</a> = 3, |
| <br /> |
|   <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65da23e581ba98062335862357f533cd58bc">kOutEWiseFusable</a> = 4, |
| <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65da1727f380a91bc76c6b3405bc3511d74d">kOpaque</a> = 8 |
| <br /> |
| }<tr class="memdesc:aafc152b15e768d3ff58a2ae792c5c65d"><td class="mdescLeft"> </td><td class="mdescRight">operator pattern used in graph fusion <a href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65d">More...</a><br /></td></tr> |
| </td></tr> |
| <tr class="separator:aafc152b15e768d3ff58a2ae792c5c65d"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| Functions</h2></td></tr> |
| <tr class="memitem:a6b6b454d496a9f4ade369bdf392ec149"><td class="memItemLeft" align="right" valign="top">const PackedFunc & </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#a6b6b454d496a9f4ade369bdf392ec149">GetPackedFunc</a> (const std::string &name)</td></tr> |
| <tr class="memdesc:a6b6b454d496a9f4ade369bdf392ec149"><td class="mdescLeft"> </td><td class="mdescRight">Get PackedFunction from global registry and report error if it does not exist. <a href="#a6b6b454d496a9f4ade369bdf392ec149">More...</a><br /></td></tr> |
| <tr class="separator:a6b6b454d496a9f4ade369bdf392ec149"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0e3d6c5c160d4594551b065d96e78989"><td class="memItemLeft" align="right" valign="top">tvm::Array< tvm::Expr > </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#a0e3d6c5c160d4594551b065d96e78989">ShapeToArray</a> (<a class="el" href="classnnvm_1_1TShape.html">TShape</a> shape)</td></tr> |
| <tr class="separator:a0e3d6c5c160d4594551b065d96e78989"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aec8d6c083a8366a25fa995d4d768cf1b"><td class="memItemLeft" align="right" valign="top">tvm::Array< tvm::Integer > </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacennvm_1_1compiler.html#aec8d6c083a8366a25fa995d4d768cf1b">ShapeToIntArray</a> (<a class="el" href="classnnvm_1_1TShape.html">TShape</a> shape)</td></tr> |
| <tr class="separator:aec8d6c083a8366a25fa995d4d768cf1b"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <h2 class="groupheader">Typedef Documentation</h2> |
| <a class="anchor" id="ada56070560c42f5b6dfd650c3b316bc8"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacennvm_1_1compiler.html#ada56070560c42f5b6dfd650c3b316bc8">nnvm::compiler::AttrDict</a> = typedef std::unordered_map<std::string, std::string></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a5928b293fb1d2a15fdb1440ce21aa72a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacennvm_1_1compiler.html#a5928b293fb1d2a15fdb1440ce21aa72a">nnvm::compiler::FTVMAlterOpLayout</a> = typedef std::function< bool(const <a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a>& attrs, const <a class="el" href="classnnvm_1_1Symbol.html">Symbol</a>& inputs, const Array<Tensor>& tinfos, <a class="el" href="classnnvm_1_1Symbol.html">Symbol</a>* ret)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Modify the op node to alter its input layout. it is invoked in AlterOpLayout pass. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">attrs</td><td>The attribute of the original node. </td></tr> |
| <tr><td class="paramname">inputs</td><td>The input symbols of the original node. </td></tr> |
| <tr><td class="paramname">tinfos</td><td>The inferred shape and dtype of the inputs. </td></tr> |
| <tr><td class="paramname">ret</td><td>The replaced operator. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>Whether to replace current operator. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ad95ea95f1a7bd97f7a8d13f936318f42"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacennvm_1_1compiler.html#ad95ea95f1a7bd97f7a8d13f936318f42">nnvm::compiler::FTVMCompute</a> = typedef std::function< Array<Tensor>(const <a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a>& attrs, const Array<Tensor>& inputs, const Array<Tensor>& out_info)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Computation description interface. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">attrs</td><td>The attribute of the node. </td></tr> |
| <tr><td class="paramname">inputs</td><td>The input tensors(placeholders) </td></tr> |
| <tr><td class="paramname">out_info</td><td>Tensors holding shape/type information about output, & these are always placeholders. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>The output description of the tensor. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a3092e35c1709e8bbce0b44822ecf690a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacennvm_1_1compiler.html#a3092e35c1709e8bbce0b44822ecf690a">nnvm::compiler::FTVMSchedule</a> = typedef std::function< Schedule(const <a class="el" href="structnnvm_1_1NodeAttrs.html">NodeAttrs</a>& attrs, const Array<Tensor>& outs, const std::string& target)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Build the computation schedule for op whose root is at current op. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">attrs</td><td>The attribute of the node. </td></tr> |
| <tr><td class="paramname">outs</td><td>The output tensors. </td></tr> |
| <tr><td class="paramname">target</td><td>The build target. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>schedule The computation schedule. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a795b559e153b961dcadfb44a9d7c46c6"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacennvm_1_1compiler.html#a795b559e153b961dcadfb44a9d7c46c6">nnvm::compiler::FTVMVectorizedOp</a> = typedef std::function<<a class="el" href="namespacennvm.html#a4259d4f89d9f0feb94111a1c8cb5a1ae">nnvm::NodePtr</a> (const <a class="el" href="classnnvm_1_1Node.html">nnvm::Node</a>* node)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Transform from normal operator to vectorized operator. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">node</td><td>The source node. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>Transformed vectorized op. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ac7390f867756c18b847aaaaf549bf9e1"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacennvm_1_1compiler.html#ac7390f867756c18b847aaaaf549bf9e1">nnvm::compiler::TOpPattern</a> = typedef int</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>the operator pattern </p> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Enumeration Type Documentation</h2> |
| <a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65d"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacennvm_1_1compiler.html#aafc152b15e768d3ff58a2ae792c5c65d">nnvm::compiler::OpPatternKind</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>operator pattern used in graph fusion </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65daa8f912ede584a436f0c3be789c325746"></a>kElemWise </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65dae7bf0b2a21008ef1b5cf4c0067a374a6"></a>kBroadcast </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65da3b417eaee3f4cea30631b6fb418c626a"></a>kInjective </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65dabc03c0a03151f482156f3a54db1a1a2e"></a>kCommReduce </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65da23e581ba98062335862357f533cd58bc"></a>kOutEWiseFusable </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aafc152b15e768d3ff58a2ae792c5c65da1727f380a91bc76c6b3405bc3511d74d"></a>kOpaque </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Function Documentation</h2> |
| <a class="anchor" id="a6b6b454d496a9f4ade369bdf392ec149"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">const PackedFunc& nnvm::compiler::GetPackedFunc </td> |
| <td>(</td> |
| <td class="paramtype">const std::string & </td> |
| <td class="paramname"><em>name</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
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| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Get PackedFunction from global registry and report error if it does not exist. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">name</td><td>The name of the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>The created PackedFunc. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a0e3d6c5c160d4594551b065d96e78989"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">tvm::Array<tvm::Expr> nnvm::compiler::ShapeToArray </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="classnnvm_1_1TShape.html">TShape</a> </td> |
| <td class="paramname"><em>shape</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| </div> |
| </div> |
| <a class="anchor" id="aec8d6c083a8366a25fa995d4d768cf1b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">tvm::Array<tvm::Integer> nnvm::compiler::ShapeToIntArray </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="classnnvm_1_1TShape.html">TShape</a> </td> |
| <td class="paramname"><em>shape</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">inline</span></span> </td> |
| </tr> |
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