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CUTLASS 2.0 (#62)

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CUTLASS 2.0

Substantially refactored for

- Better performance, particularly for native Turing Tensor Cores
- Robust and durable templates spanning the design space
- Encapsulated functionality embodying modern C++11 programming techniques
- Optimized containers and data types for efficient, generic, portable device code

Updates to:
- Quick start guide
- Documentation
- Utilities
- CUTLASS Profiler

Native Turing Tensor Cores
- Efficient GEMM kernels targeting Turing Tensor Cores
- Mixed-precision floating point, 8-bit integer, 4-bit integer, and binarized operands

Coverage of existing CUTLASS functionality:
- GEMM kernels targeting CUDA and Tensor Cores in NVIDIA GPUs
- Volta Tensor Cores through native mma.sync and through WMMA API
- Optimizations such as parallel reductions, threadblock rasterization, and intra-threadblock reductions
- Batched GEMM operations
- Complex-valued GEMMs

Note: this commit and all that follow require a host compiler supporting C++11 or greater.
This commit is contained in:
Andrew Kerr
2019-11-19 16:55:34 -08:00
committed by GitHub
parent b5cab177a9
commit fb335f6a5f
5434 changed files with 599799 additions and 250176 deletions
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<div class="textblock"><code>#include &lt;cuComplex.h&gt;</code><br />
<code>#include &lt;cstdint&gt;</code><br />
<code>#include &quot;<a class="el" href="cutlass_8h_source.html">cutlass/cutlass.h</a>&quot;</code><br />
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<tr class="memitem:aa5cfa5849e12b745236485dd2db5f854"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:ab4c3e4eabba020d7a9faf86ee6cf437a"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a043e8559161ee0fcaf943a1dfe1a9cbb"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:aa8b8911c3529ee9d433b0c4d90bde50c"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a93b0f0d73fa3cf11c5018460b257837c"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:aa486433971cdd6b7648c1e5459c42763"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a34950f01ed89108b1d79c651aa58ecba"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:aef5da2c88431ab40b58fdd6afea13dba"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a289b6e31bdc0be1302b8dbab55eb568c"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a4fe79c19fb599cd9b85d08676a711f9f"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a33f75d77ff629335c9666128837c4581"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:ae302b414576ecb5afb0cdfdda6b30ad3"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a34c5ca341da805d5d1bc703c53c96d9d"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a34c5ca341da805d5d1bc703c53c96d9d"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt; &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a34c5ca341da805d5d1bc703c53c96d9d">cutlass::platform::operator+=</a> (complex&lt; T &gt; &amp;lhs, complex&lt; T &gt; const &amp;rhs)</td></tr>
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<tr class="memitem:abff9e10130849ea46f6245f4e8cc2cc9"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a9a4928ab582beee4e7ddd337529d45ac"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:a21adde191e48e604908ce886690c6d6b"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
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<tr class="memitem:ac594526ef64ecf364ae957753ce64b40"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:ac594526ef64ecf364ae957753ce64b40"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt; &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#ac594526ef64ecf364ae957753ce64b40">cutlass::platform::operator/=</a> (complex&lt; T &gt; &amp;lhs, complex&lt; T &gt; const &amp;rhs)</td></tr>
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<tr class="separator:ac594526ef64ecf364ae957753ce64b40"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1fbf209c41242b3f605ac220c39e8fd5"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a1fbf209c41242b3f605ac220c39e8fd5"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a1fbf209c41242b3f605ac220c39e8fd5">cutlass::platform::abs</a> (complex&lt; T &gt; const &amp;z)</td></tr>
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<tr class="separator:a1fbf209c41242b3f605ac220c39e8fd5"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8a1a03766dbd2c2ce10b10498f281bf0"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a8a1a03766dbd2c2ce10b10498f281bf0"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a8a1a03766dbd2c2ce10b10498f281bf0">cutlass::platform::arg</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a8a1a03766dbd2c2ce10b10498f281bf0"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the magnitude of the complex number. <a href="namespacecutlass_1_1platform.html#a8a1a03766dbd2c2ce10b10498f281bf0">More...</a><br /></td></tr>
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<tr class="memitem:a9d631b040eea94d9b5af04faa5c20bb1"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a9d631b040eea94d9b5af04faa5c20bb1"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a9d631b040eea94d9b5af04faa5c20bb1">cutlass::platform::norm</a> (complex&lt; T &gt; const &amp;z)</td></tr>
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<tr class="memitem:a7167baf0f7fcf52471c0413f084d98d4"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a7167baf0f7fcf52471c0413f084d98d4"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a7167baf0f7fcf52471c0413f084d98d4">cutlass::platform::conj</a> (complex&lt; T &gt; const &amp;z)</td></tr>
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<tr class="separator:a7167baf0f7fcf52471c0413f084d98d4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4e57cfad9bf0b78e338d536ff1bdda39"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a4e57cfad9bf0b78e338d536ff1bdda39"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a4e57cfad9bf0b78e338d536ff1bdda39">cutlass::platform::proj</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a4e57cfad9bf0b78e338d536ff1bdda39"><td class="mdescLeft">&#160;</td><td class="mdescRight">Projects the complex number z onto the Riemann sphere. <a href="namespacecutlass_1_1platform.html#a4e57cfad9bf0b78e338d536ff1bdda39">More...</a><br /></td></tr>
<tr class="separator:a4e57cfad9bf0b78e338d536ff1bdda39"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6c9200b03868a5090027e5cfc8e27c62"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a6c9200b03868a5090027e5cfc8e27c62"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a6c9200b03868a5090027e5cfc8e27c62">cutlass::platform::polar</a> (T const &amp;r, T const &amp;theta=T())</td></tr>
<tr class="memdesc:a6c9200b03868a5090027e5cfc8e27c62"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns a complex number with magnitude r and phase theta. <a href="namespacecutlass_1_1platform.html#a6c9200b03868a5090027e5cfc8e27c62">More...</a><br /></td></tr>
<tr class="separator:a6c9200b03868a5090027e5cfc8e27c62"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1a6ab5742404272f76faeaf22f3ec11b"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a1a6ab5742404272f76faeaf22f3ec11b"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a1a6ab5742404272f76faeaf22f3ec11b">cutlass::platform::exp</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a1a6ab5742404272f76faeaf22f3ec11b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the complex exponential of z. <a href="namespacecutlass_1_1platform.html#a1a6ab5742404272f76faeaf22f3ec11b">More...</a><br /></td></tr>
<tr class="separator:a1a6ab5742404272f76faeaf22f3ec11b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adc1afc18e182f42f72210e2203ba293c"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:adc1afc18e182f42f72210e2203ba293c"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#adc1afc18e182f42f72210e2203ba293c">cutlass::platform::log</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:adc1afc18e182f42f72210e2203ba293c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the complex exponential of z. <a href="namespacecutlass_1_1platform.html#adc1afc18e182f42f72210e2203ba293c">More...</a><br /></td></tr>
<tr class="separator:adc1afc18e182f42f72210e2203ba293c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a62dd6ae0e1b4476fd62ac70c26f12a06"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a62dd6ae0e1b4476fd62ac70c26f12a06"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a62dd6ae0e1b4476fd62ac70c26f12a06">cutlass::platform::log10</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a62dd6ae0e1b4476fd62ac70c26f12a06"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the complex exponential of z. <a href="namespacecutlass_1_1platform.html#a62dd6ae0e1b4476fd62ac70c26f12a06">More...</a><br /></td></tr>
<tr class="separator:a62dd6ae0e1b4476fd62ac70c26f12a06"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a81308ccea406262e143e27193cbdf747"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a81308ccea406262e143e27193cbdf747"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a81308ccea406262e143e27193cbdf747">cutlass::platform::sqrt</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a81308ccea406262e143e27193cbdf747"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the square root of complex number z. <a href="namespacecutlass_1_1platform.html#a81308ccea406262e143e27193cbdf747">More...</a><br /></td></tr>
<tr class="separator:a81308ccea406262e143e27193cbdf747"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae0ad2891ed2be526d97bc5665d5c0a92"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:ae0ad2891ed2be526d97bc5665d5c0a92"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#ae0ad2891ed2be526d97bc5665d5c0a92">cutlass::platform::cos</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:ae0ad2891ed2be526d97bc5665d5c0a92"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the cosine of complex z. <a href="namespacecutlass_1_1platform.html#ae0ad2891ed2be526d97bc5665d5c0a92">More...</a><br /></td></tr>
<tr class="separator:ae0ad2891ed2be526d97bc5665d5c0a92"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3c5dc10135c54b3b212c9e107ba1476a"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a3c5dc10135c54b3b212c9e107ba1476a"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass_1_1platform.html#a3c5dc10135c54b3b212c9e107ba1476a">cutlass::platform::sin</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a3c5dc10135c54b3b212c9e107ba1476a"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the sin of complex z. <a href="namespacecutlass_1_1platform.html#a3c5dc10135c54b3b212c9e107ba1476a">More...</a><br /></td></tr>
<tr class="separator:a3c5dc10135c54b3b212c9e107ba1476a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac0ea92c9a2a594446a84f7f86a79e143"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> float const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ac0ea92c9a2a594446a84f7f86a79e143">cutlass::real</a> (cuFloatComplex const &amp;z)</td></tr>
<tr class="memdesc:ac0ea92c9a2a594446a84f7f86a79e143"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the real part of the complex number. <a href="namespacecutlass.html#ac0ea92c9a2a594446a84f7f86a79e143">More...</a><br /></td></tr>
<tr class="separator:ac0ea92c9a2a594446a84f7f86a79e143"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8fd098f5be681292ce2051ce171f0aa5"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> float &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a8fd098f5be681292ce2051ce171f0aa5">cutlass::real</a> (cuFloatComplex &amp;z)</td></tr>
<tr class="memdesc:a8fd098f5be681292ce2051ce171f0aa5"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the real part of the complex number. <a href="namespacecutlass.html#a8fd098f5be681292ce2051ce171f0aa5">More...</a><br /></td></tr>
<tr class="separator:a8fd098f5be681292ce2051ce171f0aa5"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae0cde0dbf619d61fcbeed8bf9f21c6ca"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> double const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ae0cde0dbf619d61fcbeed8bf9f21c6ca">cutlass::real</a> (cuDoubleComplex const &amp;z)</td></tr>
<tr class="memdesc:ae0cde0dbf619d61fcbeed8bf9f21c6ca"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the real part of the complex number. <a href="namespacecutlass.html#ae0cde0dbf619d61fcbeed8bf9f21c6ca">More...</a><br /></td></tr>
<tr class="separator:ae0cde0dbf619d61fcbeed8bf9f21c6ca"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2ccc4e86a30fe5337bc3664e6bcd1bb4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> double &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a2ccc4e86a30fe5337bc3664e6bcd1bb4">cutlass::real</a> (cuDoubleComplex &amp;z)</td></tr>
<tr class="memdesc:a2ccc4e86a30fe5337bc3664e6bcd1bb4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the real part of the complex number. <a href="namespacecutlass.html#a2ccc4e86a30fe5337bc3664e6bcd1bb4">More...</a><br /></td></tr>
<tr class="separator:a2ccc4e86a30fe5337bc3664e6bcd1bb4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a236d41e43fc97943fb2412fcbb40aec1"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> float const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a236d41e43fc97943fb2412fcbb40aec1">cutlass::imag</a> (cuFloatComplex const &amp;z)</td></tr>
<tr class="memdesc:a236d41e43fc97943fb2412fcbb40aec1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the imaginary part of the complex number. <a href="namespacecutlass.html#a236d41e43fc97943fb2412fcbb40aec1">More...</a><br /></td></tr>
<tr class="separator:a236d41e43fc97943fb2412fcbb40aec1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad6975e38412bb0d0cae679747768836d"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> float &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ad6975e38412bb0d0cae679747768836d">cutlass::imag</a> (cuFloatComplex &amp;z)</td></tr>
<tr class="memdesc:ad6975e38412bb0d0cae679747768836d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the imaginary part of the complex number. <a href="namespacecutlass.html#ad6975e38412bb0d0cae679747768836d">More...</a><br /></td></tr>
<tr class="separator:ad6975e38412bb0d0cae679747768836d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a38dd941a4f22a75d902bc8384b663fd4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> double const &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a38dd941a4f22a75d902bc8384b663fd4">cutlass::imag</a> (cuDoubleComplex const &amp;z)</td></tr>
<tr class="memdesc:a38dd941a4f22a75d902bc8384b663fd4"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the imaginary part of the complex number. <a href="namespacecutlass.html#a38dd941a4f22a75d902bc8384b663fd4">More...</a><br /></td></tr>
<tr class="separator:a38dd941a4f22a75d902bc8384b663fd4"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a6b4672114b504719d4b3925dc4fec203"><td class="memItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> double &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a6b4672114b504719d4b3925dc4fec203">cutlass::imag</a> (cuDoubleComplex &amp;z)</td></tr>
<tr class="memdesc:a6b4672114b504719d4b3925dc4fec203"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the imaginary part of the complex number. <a href="namespacecutlass.html#a6b4672114b504719d4b3925dc4fec203">More...</a><br /></td></tr>
<tr class="separator:a6b4672114b504719d4b3925dc4fec203"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8538ac12cfc174e0965cabfe6bd3d859"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a8538ac12cfc174e0965cabfe6bd3d859"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T const &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a8538ac12cfc174e0965cabfe6bd3d859">cutlass::real</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a8538ac12cfc174e0965cabfe6bd3d859"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the real part of the complex number. <a href="namespacecutlass.html#a8538ac12cfc174e0965cabfe6bd3d859">More...</a><br /></td></tr>
<tr class="separator:a8538ac12cfc174e0965cabfe6bd3d859"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a491c61e7a51c2efdc93c61a549e20eb6"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a491c61e7a51c2efdc93c61a549e20eb6"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a491c61e7a51c2efdc93c61a549e20eb6">cutlass::real</a> (complex&lt; T &gt; &amp;z)</td></tr>
<tr class="memdesc:a491c61e7a51c2efdc93c61a549e20eb6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the real part of the complex number. <a href="namespacecutlass.html#a491c61e7a51c2efdc93c61a549e20eb6">More...</a><br /></td></tr>
<tr class="separator:a491c61e7a51c2efdc93c61a549e20eb6"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae0b2f240ec391709671b3561d04b2826"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:ae0b2f240ec391709671b3561d04b2826"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T const &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ae0b2f240ec391709671b3561d04b2826">cutlass::imag</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:ae0b2f240ec391709671b3561d04b2826"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the imaginary part of the complex number. <a href="namespacecutlass.html#ae0b2f240ec391709671b3561d04b2826">More...</a><br /></td></tr>
<tr class="separator:ae0b2f240ec391709671b3561d04b2826"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae84f289e03399a5393c184ce6f6ea25b"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:ae84f289e03399a5393c184ce6f6ea25b"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ae84f289e03399a5393c184ce6f6ea25b">cutlass::imag</a> (complex&lt; T &gt; &amp;z)</td></tr>
<tr class="memdesc:ae84f289e03399a5393c184ce6f6ea25b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the imaginary part of the complex number. <a href="namespacecutlass.html#ae84f289e03399a5393c184ce6f6ea25b">More...</a><br /></td></tr>
<tr class="separator:ae84f289e03399a5393c184ce6f6ea25b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:addd443fc82f2acf867a61acff6c1cd29"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:addd443fc82f2acf867a61acff6c1cd29"><td class="memTemplItemLeft" align="right" valign="top">std::ostream &amp;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#addd443fc82f2acf867a61acff6c1cd29">cutlass::operator&lt;&lt;</a> (std::ostream &amp;out, complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="separator:addd443fc82f2acf867a61acff6c1cd29"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a512b1ef2b0213d48738cac7bbb87a98e"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a512b1ef2b0213d48738cac7bbb87a98e"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a512b1ef2b0213d48738cac7bbb87a98e">cutlass::abs</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a512b1ef2b0213d48738cac7bbb87a98e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the magnitude of the complex number. <a href="namespacecutlass.html#a512b1ef2b0213d48738cac7bbb87a98e">More...</a><br /></td></tr>
<tr class="separator:a512b1ef2b0213d48738cac7bbb87a98e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2d34a68d49bf2a35de81b6600425b645"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a2d34a68d49bf2a35de81b6600425b645"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a2d34a68d49bf2a35de81b6600425b645">cutlass::arg</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a2d34a68d49bf2a35de81b6600425b645"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the magnitude of the complex number. <a href="namespacecutlass.html#a2d34a68d49bf2a35de81b6600425b645">More...</a><br /></td></tr>
<tr class="separator:a2d34a68d49bf2a35de81b6600425b645"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8d529517dadbc9ff697183cfb3e9a21f"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a8d529517dadbc9ff697183cfb3e9a21f"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> T&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a8d529517dadbc9ff697183cfb3e9a21f">cutlass::norm</a> (T const &amp;z)</td></tr>
<tr class="memdesc:a8d529517dadbc9ff697183cfb3e9a21f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the squared magnitude of a real number. <a href="namespacecutlass.html#a8d529517dadbc9ff697183cfb3e9a21f">More...</a><br /></td></tr>
<tr class="separator:a8d529517dadbc9ff697183cfb3e9a21f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac6da2f4c8e675ef7c53cffeb04ccaff1"><td class="memTemplParams" colspan="2">template&lt;&gt; </td></tr>
<tr class="memitem:ac6da2f4c8e675ef7c53cffeb04ccaff1"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> int8_t&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ac6da2f4c8e675ef7c53cffeb04ccaff1">cutlass::norm</a> (int8_t const &amp;z)</td></tr>
<tr class="memdesc:ac6da2f4c8e675ef7c53cffeb04ccaff1"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the squared magnitude of a real number. <a href="namespacecutlass.html#ac6da2f4c8e675ef7c53cffeb04ccaff1">More...</a><br /></td></tr>
<tr class="separator:ac6da2f4c8e675ef7c53cffeb04ccaff1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a462c9f7d686d23a0a764a773c9af2f47"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a462c9f7d686d23a0a764a773c9af2f47"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> double&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a462c9f7d686d23a0a764a773c9af2f47">cutlass::norm</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a462c9f7d686d23a0a764a773c9af2f47"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the squared magnitude of a complex number. <a href="namespacecutlass.html#a462c9f7d686d23a0a764a773c9af2f47">More...</a><br /></td></tr>
<tr class="separator:a462c9f7d686d23a0a764a773c9af2f47"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a326d3123e33cfd02c4e7ad519c56561f"><td class="memTemplParams" colspan="2">template&lt;typename T , typename R &gt; </td></tr>
<tr class="memitem:a326d3123e33cfd02c4e7ad519c56561f"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> R&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a326d3123e33cfd02c4e7ad519c56561f">cutlass::norm_accumulate</a> (T const &amp;x, R const &amp;accumulator)</td></tr>
<tr class="memdesc:a326d3123e33cfd02c4e7ad519c56561f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Norm-accumulate calculation. <a href="namespacecutlass.html#a326d3123e33cfd02c4e7ad519c56561f">More...</a><br /></td></tr>
<tr class="separator:a326d3123e33cfd02c4e7ad519c56561f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a47fce4c8a33798ec16ad04e8c8bc651d"><td class="memTemplParams" colspan="2">template&lt;typename T , typename R &gt; </td></tr>
<tr class="memitem:a47fce4c8a33798ec16ad04e8c8bc651d"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> R&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a47fce4c8a33798ec16ad04e8c8bc651d">cutlass::norm_accumulate</a> (complex&lt; T &gt; const &amp;z, R const &amp;accumulator)</td></tr>
<tr class="memdesc:a47fce4c8a33798ec16ad04e8c8bc651d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Norm accumulate specialized for complex types. <a href="namespacecutlass.html#a47fce4c8a33798ec16ad04e8c8bc651d">More...</a><br /></td></tr>
<tr class="separator:a47fce4c8a33798ec16ad04e8c8bc651d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adba9348e32642fa40c186b5ca6e5ba4e"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:adba9348e32642fa40c186b5ca6e5ba4e"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#adba9348e32642fa40c186b5ca6e5ba4e">cutlass::conj</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:adba9348e32642fa40c186b5ca6e5ba4e"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns the complex conjugate. <a href="namespacecutlass.html#adba9348e32642fa40c186b5ca6e5ba4e">More...</a><br /></td></tr>
<tr class="separator:adba9348e32642fa40c186b5ca6e5ba4e"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a325f724545a11d64c5353664a1494ab2"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a325f724545a11d64c5353664a1494ab2"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a325f724545a11d64c5353664a1494ab2">cutlass::proj</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a325f724545a11d64c5353664a1494ab2"><td class="mdescLeft">&#160;</td><td class="mdescRight">Projects the complex number z onto the Riemann sphere. <a href="namespacecutlass.html#a325f724545a11d64c5353664a1494ab2">More...</a><br /></td></tr>
<tr class="separator:a325f724545a11d64c5353664a1494ab2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7bd7a35ae6ef9c350ae342b8c75958c5"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a7bd7a35ae6ef9c350ae342b8c75958c5"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a7bd7a35ae6ef9c350ae342b8c75958c5">cutlass::polar</a> (T const &amp;r, T const &amp;theta=T())</td></tr>
<tr class="memdesc:a7bd7a35ae6ef9c350ae342b8c75958c5"><td class="mdescLeft">&#160;</td><td class="mdescRight">Returns a complex number with magnitude r and phase theta. <a href="namespacecutlass.html#a7bd7a35ae6ef9c350ae342b8c75958c5">More...</a><br /></td></tr>
<tr class="separator:a7bd7a35ae6ef9c350ae342b8c75958c5"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a05d95f26c93a6d956d770f140469ac07"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a05d95f26c93a6d956d770f140469ac07"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a05d95f26c93a6d956d770f140469ac07">cutlass::exp</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a05d95f26c93a6d956d770f140469ac07"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the complex exponential of z. <a href="namespacecutlass.html#a05d95f26c93a6d956d770f140469ac07">More...</a><br /></td></tr>
<tr class="separator:a05d95f26c93a6d956d770f140469ac07"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a67f9e83dd59615eff837ea66984c121c"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a67f9e83dd59615eff837ea66984c121c"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a67f9e83dd59615eff837ea66984c121c">cutlass::log</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a67f9e83dd59615eff837ea66984c121c"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the complex exponential of z. <a href="namespacecutlass.html#a67f9e83dd59615eff837ea66984c121c">More...</a><br /></td></tr>
<tr class="separator:a67f9e83dd59615eff837ea66984c121c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aaa5f2bd47498161eb6cde61ff0461b59"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:aaa5f2bd47498161eb6cde61ff0461b59"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#aaa5f2bd47498161eb6cde61ff0461b59">cutlass::log10</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:aaa5f2bd47498161eb6cde61ff0461b59"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the complex exponential of z. <a href="namespacecutlass.html#aaa5f2bd47498161eb6cde61ff0461b59">More...</a><br /></td></tr>
<tr class="separator:aaa5f2bd47498161eb6cde61ff0461b59"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a28f05d94dbdfc97cddbeab3a5d23839d"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a28f05d94dbdfc97cddbeab3a5d23839d"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a28f05d94dbdfc97cddbeab3a5d23839d">cutlass::sqrt</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a28f05d94dbdfc97cddbeab3a5d23839d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the square root of complex number z. <a href="namespacecutlass.html#a28f05d94dbdfc97cddbeab3a5d23839d">More...</a><br /></td></tr>
<tr class="separator:a28f05d94dbdfc97cddbeab3a5d23839d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a2337866060023f87d4d821850738541f"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a2337866060023f87d4d821850738541f"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a2337866060023f87d4d821850738541f">cutlass::cos</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a2337866060023f87d4d821850738541f"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the cosine of complex z. <a href="namespacecutlass.html#a2337866060023f87d4d821850738541f">More...</a><br /></td></tr>
<tr class="separator:a2337866060023f87d4d821850738541f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9ef7187befb09019b92e7eefa5e230d7"><td class="memTemplParams" colspan="2">template&lt;typename T &gt; </td></tr>
<tr class="memitem:a9ef7187befb09019b92e7eefa5e230d7"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> complex&lt; T &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a9ef7187befb09019b92e7eefa5e230d7">cutlass::sin</a> (complex&lt; T &gt; const &amp;z)</td></tr>
<tr class="memdesc:a9ef7187befb09019b92e7eefa5e230d7"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the sin of complex z. <a href="namespacecutlass.html#a9ef7187befb09019b92e7eefa5e230d7">More...</a><br /></td></tr>
<tr class="separator:a9ef7187befb09019b92e7eefa5e230d7"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac0bfc6f3e3e772bf15ecad24481194cb"><td class="memTemplParams" colspan="2">template&lt;&gt; </td></tr>
<tr class="memitem:ac0bfc6f3e3e772bf15ecad24481194cb"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <a class="el" href="classcutlass_1_1complex.html">cutlass::complex</a>&lt; half_t &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#ac0bfc6f3e3e772bf15ecad24481194cb">cutlass::from_real&lt; cutlass::complex&lt; half_t &gt; &gt;</a> (double r)</td></tr>
<tr class="separator:ac0bfc6f3e3e772bf15ecad24481194cb"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7604eaf7d08b2362906b87ebeab6b761"><td class="memTemplParams" colspan="2">template&lt;&gt; </td></tr>
<tr class="memitem:a7604eaf7d08b2362906b87ebeab6b761"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <a class="el" href="classcutlass_1_1complex.html">cutlass::complex</a>&lt; float &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a7604eaf7d08b2362906b87ebeab6b761">cutlass::from_real&lt; cutlass::complex&lt; float &gt; &gt;</a> (double r)</td></tr>
<tr class="separator:a7604eaf7d08b2362906b87ebeab6b761"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a39965d02765d0e4aa491b7654d0ea7e4"><td class="memTemplParams" colspan="2">template&lt;&gt; </td></tr>
<tr class="memitem:a39965d02765d0e4aa491b7654d0ea7e4"><td class="memTemplItemLeft" align="right" valign="top"><a class="el" href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a> <a class="el" href="classcutlass_1_1complex.html">cutlass::complex</a>&lt; double &gt;&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="namespacecutlass.html#a39965d02765d0e4aa491b7654d0ea7e4">cutlass::from_real&lt; cutlass::complex&lt; double &gt; &gt;</a> (double r)</td></tr>
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