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<a href="tensor__view_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">/***************************************************************************************************</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment"> * Copyright (c) 2017-2018, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * Redistribution and use in source and binary forms, with or without modification, are permitted</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * provided that the following conditions are met:</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * * Redistributions of source code must retain the above copyright notice, this list of</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * conditions and the following disclaimer.</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * * Redistributions in binary form must reproduce the above copyright notice, this list of</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> * conditions and the following disclaimer in the documentation and/or other materials</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * provided with the distribution.</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> * * Neither the name of the NVIDIA CORPORATION nor the names of its contributors may be used</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * to endorse or promote products derived from this software without specific prior written</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * permission.</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> *</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL NVIDIA CORPORATION BE LIABLE</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> <span class="comment"> * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div><div class="line"><a name="l00020"></a><span class="lineno"> 20</span> <span class="comment"> * OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT,</span></div><div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="comment"> * STRICT LIABILITY, OR TOR (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE</span></div><div class="line"><a name="l00022"
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<div class="ttc" id="namespacecutlass_html"><div class="ttname"><a href="namespacecutlass.html">cutlass</a></div><div class="ttdef"><b>Definition:</b> convert.h:33</div></div>
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<div class="ttc" id="tensor__ref_8h_html"><div class="ttname"><a href="tensor__ref_8h.html">tensor_ref.h</a></div><div class="ttdoc">Defines a structure containing strides, bounds, and a pointer to tensor data. </div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a7eff42a37e4dbee488bfa726f3f0df4f"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a7eff42a37e4dbee488bfa726f3f0df4f">cutlass::TensorRef::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Storage & at(Coord< Rank > const &coord) const</div><div class="ttdoc">Returns a reference to the element at a given Coord. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:121</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a215946fb080a5253815feb1f639c8f6f"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a215946fb080a5253815feb1f639c8f6f">cutlass::TensorView::Offset_t</a></div><div class="ttdeci">int Offset_t</div><div class="ttdoc">Type used to compute the offset of an element to the base of a tensor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:57</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a22ac53a60e63a743613e732586ad0c66"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a22ac53a60e63a743613e732586ad0c66">cutlass::TensorRef< T, 4 >::Rank</a></div><div class="ttdeci">static int const Rank</div><div class="ttdoc">Rank of tensor. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:48</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a22401348796d603546e44d6c196018dc"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a22401348796d603546e44d6c196018dc">cutlass::TensorView::TensorView</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorView()</div><div class="ttdoc">Default constructor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:80</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a6218d8555679966eab784a6bb1fa4ed1"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a6218d8555679966eab784a6bb1fa4ed1">cutlass::TensorView::size</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int size(int dim) const</div><div class="ttdoc">Accesses the size. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:119</div></div>
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<div class="ttc" id="structcutlass_1_1Coord_html_a482ada6da62f427987c22098796fcf7e"><div class="ttname"><a href="structcutlass_1_1Coord.html#a482ada6da62f427987c22098796fcf7e">cutlass::Coord::clamp</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Coord & clamp(Coord< N > const &max, Coord< N > const &min=Coord< N >())</div><div class="ttdoc">Clamps a coordinate to a range specified by maximum and minimum values. </div><div class="ttdef"><b>Definition:</b> coord.h:219</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a4037baf5069138ec3967810d2e185017"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a4037baf5069138ec3967810d2e185017">cutlass::TensorView::Coord_t</a></div><div class="ttdeci">Coord< Rank > Coord_t</div><div class="ttdoc">Coordinate into tensor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:60</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a8b1785a1ea5d7aa7eba8e45297d539d3"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a8b1785a1ea5d7aa7eba8e45297d539d3">cutlass::TensorView::reset</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE void reset(TensorRef_t const &_ref=TensorRef_t(0), Coord_t const &_size=Coord_t())</div><div class="ttdoc">Updates the reference and size of a Tensor_view object. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:96</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_aa94063d9a9c6e599d3f53e22433274be"><div class="ttname"><a href="classcutlass_1_1TensorView.html#aa94063d9a9c6e599d3f53e22433274be">cutlass::TensorView::contains</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE bool contains(Coord_t const &coord) const</div><div class="ttdoc">Determines whether a location is within a tensor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:143</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a522630bb0df977282a9bff17e6fee843"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a522630bb0df977282a9bff17e6fee843">cutlass::TensorView::stride</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int const & stride(int dim) const</div><div class="ttdoc">Accesses the stride. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:127</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a22c39e8cf314884c5d523914cf4cac90"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a22c39e8cf314884c5d523914cf4cac90">cutlass::TensorView::Rank</a></div><div class="ttdeci">static int const Rank</div><div class="ttdoc">Rank of tensor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:54</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_acc55581896fae8c0449b44b56d750155"><div class="ttname"><a href="classcutlass_1_1TensorView.html#acc55581896fae8c0449b44b56d750155">cutlass::TensorView::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE T & at(Offset_t idx) const</div><div class="ttdoc">Element-wise accessor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:161</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a23564f1d333bb16343ed3a885f894285"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a23564f1d333bb16343ed3a885f894285">cutlass::TensorView::const_ref</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE ConstTensorRef_t const_ref()</div><div class="ttdef"><b>Definition:</b> tensor_view.h:107</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a8e23c78658f45c6f197a1774cc85c5b7"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a8e23c78658f45c6f197a1774cc85c5b7">cutlass::TensorRef::data</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Storage * data() const</div><div class="ttdoc">Returns the pointer to referenced data. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:99</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html"><div class="ttname"><a href="classcutlass_1_1TensorView.html">cutlass::TensorView</a></div><div class="ttdoc">Host-side reference implementation of tensor operations. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:42</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a02ee5d16ed4ce4705a99bb16b2ae1ae8"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a02ee5d16ed4ce4705a99bb16b2ae1ae8">cutlass::TensorRef::offset</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE long long offset(Coord< Rank > const &coord) const</div><div class="ttdoc">Computes the offset of an index from the origin of the tensor. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:115</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html"><div class="ttname"><a href="classcutlass_1_1TensorRef.html">cutlass::TensorRef</a></div><div class="ttdoc">Structure modeling a pointer and stride into a tensor. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:42</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a27f09c55f879410cceb75eb25fe542d4"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a27f09c55f879410cceb75eb25fe542d4">cutlass::TensorView::Base</a></div><div class="ttdeci">TensorRef< T, 4 > Base</div><div class="ttdoc">Reference and stride. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:45</div></div>
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<div class="ttc" id="cutlass_8h_html_a28c2443a142676d3d71effdae1a986b1"><div class="ttname"><a href="cutlass_8h.html#a28c2443a142676d3d71effdae1a986b1">CUTLASS_HOST_DEVICE</a></div><div class="ttdeci">#define CUTLASS_HOST_DEVICE</div><div class="ttdef"><b>Definition:</b> cutlass.h:46</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a837881bc82704491accf54aad2b9def9"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a837881bc82704491accf54aad2b9def9">cutlass::TensorView::good</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE bool good() const</div><div class="ttdoc">Returns true if the Tensor_view is bound to some memory. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:88</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a0c049e523ee0fc98769ed8cd2d026780"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a0c049e523ee0fc98769ed8cd2d026780">cutlass::TensorRef::good</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE bool good() const</div><div class="ttdoc">Returns true if the TensorRef may be safely accessed. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:95</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a064f3630e69798e7915f910c4ee99ab7"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a064f3630e69798e7915f910c4ee99ab7">cutlass::TensorView::offset</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Offset_t offset(Coord_t const &coord) const</div><div class="ttdoc">Returns the index of an element. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:139</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a248e4240ccf96c976254464710a73fc8"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a248e4240ccf96c976254464710a73fc8">cutlass::TensorView::data</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE T * data() const</div><div class="ttdoc">Returns a pointer to data. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:92</div></div>
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<div class="ttc" id="structcutlass_1_1Coord_html"><div class="ttname"><a href="structcutlass_1_1Coord.html">cutlass::Coord< Rank ></a></div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a7fe7e44e15fd1ac58fb55edf72e8fb23"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a7fe7e44e15fd1ac58fb55edf72e8fb23">cutlass::TensorView::operator[]</a></div><div class="ttdeci">T & operator[](Coord< Rank > const &coord) const</div><div class="ttdoc">Element-wise accessor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:157</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a762fc3d887ab14f4c7bcde85f0af16ab"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a762fc3d887ab14f4c7bcde85f0af16ab">cutlass::TensorView::TensorRef_t</a></div><div class="ttdeci">Base TensorRef_t</div><div class="ttdoc">Reference and stride. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:48</div></div>
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<div class="ttc" id="structcutlass_1_1Coord_html_ad10b59430927a354fcd874d2d32f1bd8"><div class="ttname"><a href="structcutlass_1_1Coord.html#ad10b59430927a354fcd874d2d32f1bd8">cutlass::Coord::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE int & at()</div><div class="ttdoc">Gets the index of a given Coord element. </div><div class="ttdef"><b>Definition:</b> coord.h:185</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_ad894a8b373c413d308cb1b7c7ba545ce"><div class="ttname"><a href="classcutlass_1_1TensorView.html#ad894a8b373c413d308cb1b7c7ba545ce">cutlass::TensorView::at</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE T & at(Coord_t const &coord) const</div><div class="ttdoc">Element-wise accessor. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:154</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a541a7c22e7109d4059044f146fe69027"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a541a7c22e7109d4059044f146fe69027">cutlass::TensorView::size</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Coord_t const & size() const</div><div class="ttdoc">Accesses the size. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:115</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a3ac125a25199fd91f73d2cfe9fc3d09b"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a3ac125a25199fd91f73d2cfe9fc3d09b">cutlass::TensorView::stride</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Coord_t const & stride() const</div><div class="ttdoc">Accesses the stride. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:123</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a8650860460ea24944c803a671095be09"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a8650860460ea24944c803a671095be09">cutlass::TensorView::ref</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorRef_t & ref()</div><div class="ttdoc">Accesses the tensor reference pointing to data. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:103</div></div>
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<div class="ttc" id="classcutlass_1_1TensorRef_html_a89380141d25528c4c7ba6c365b96a878"><div class="ttname"><a href="classcutlass_1_1TensorRef.html#a89380141d25528c4c7ba6c365b96a878">cutlass::TensorRef::stride</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE Coord< Rank > const & stride() const</div><div class="ttdoc">Returns the stride of the tensor. </div><div class="ttdef"><b>Definition:</b> tensor_ref.h:103</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_aa9e9e19f35ce3111f64b763ca49b51ef"><div class="ttname"><a href="classcutlass_1_1TensorView.html#aa9e9e19f35ce3111f64b763ca49b51ef">cutlass::TensorView::operator=</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorView & operator=(TensorView const &_tensor)</div><div class="ttdoc">Assigns the Tensor_view. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:131</div></div>
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<div class="ttc" id="cutlass_8h_html"><div class="ttname"><a href="cutlass_8h.html">cutlass.h</a></div><div class="ttdoc">Basic include for CUTLASS macros. </div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a80480aa986a488a106a9b0aea331c317"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a80480aa986a488a106a9b0aea331c317">cutlass::TensorView::TensorView</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorView(TensorRef_t const &_ref, Coord_t const &_size)</div><div class="ttdoc">Constructs a Tensor_view from a TensorRef and size. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:84</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_a8ef76170bc5ba832dc01339133021830"><div class="ttname"><a href="classcutlass_1_1TensorView.html#a8ef76170bc5ba832dc01339133021830">cutlass::TensorView::ConstTensorRef_t</a></div><div class="ttdeci">TensorRef< T const, 4 > ConstTensorRef_t</div><div class="ttdoc">Reference to constant type. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:51</div></div>
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<div class="ttc" id="classcutlass_1_1TensorView_html_aee43c516397d7c06eb8012711d8d7c15"><div class="ttname"><a href="classcutlass_1_1TensorView.html#aee43c516397d7c06eb8012711d8d7c15">cutlass::TensorView::subview</a></div><div class="ttdeci">CUTLASS_HOST_DEVICE TensorView< T > subview(Coord_t const &location, Coord_t size) const</div><div class="ttdoc">Returns a Tensor_view given location and size quantities. </div><div class="ttdef"><b>Definition:</b> tensor_view.h:165</div></div>
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