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| <div class="title">expr_scalar-inl.h</div> </div> |
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| <a href="expr__scalar-inl_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"> * Licensed to the Apache Software Foundation (ASF) under one</span></div> |
| <div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment"> * or more contributor license agreements. See the NOTICE file</span></div> |
| <div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment"> * distributed with this work for additional information</span></div> |
| <div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <span class="comment"> * regarding copyright ownership. The ASF licenses this file</span></div> |
| <div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="comment"> * to you under the Apache License, Version 2.0 (the</span></div> |
| <div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="comment"> * "License"); you may not use this file except in compliance</span></div> |
| <div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="comment"> * with the License. You may obtain a copy of the License at</span></div> |
| <div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="comment"> *</span></div> |
| <div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="comment"> * http://www.apache.org/licenses/LICENSE-2.0</span></div> |
| <div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="comment"> *</span></div> |
| <div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="comment"> * Unless required by applicable law or agreed to in writing,</span></div> |
| <div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="comment"> * software distributed under the License is distributed on an</span></div> |
| <div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="comment"> * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span></div> |
| <div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="comment"> * KIND, either express or implied. See the License for the</span></div> |
| <div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="comment"> * specific language governing permissions and limitations</span></div> |
| <div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * under the License.</span></div> |
| <div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> */</span></div> |
| <div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  </div> |
| <div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="comment">// macro guard is harmful, used to pass the cpplint</span></div> |
| <div class="line"><a name="l00029"></a><span class="lineno"> 29</span> <span class="preprocessor">#ifndef MSHADOW_EXPR_SCALAR_INL_H_</span></div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#define MSHADOW_EXPR_SCALAR_INL_H_</span></div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="comment">// undef the guard so it can be included multiple times</span></div> |
| <div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#undef MSHADOW_EXPR_SCALAR_INL_H_</span></div> |
| <div class="line"><a name="l00033"></a><span class="lineno"> 33</span>  </div> |
| <div class="line"><a name="l00034"></a><span class="lineno"> 34</span> <span class="keyword">namespace </span><a class="code" href="namespacemshadow.html">mshadow</a> {</div> |
| <div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="keyword">namespace </span>expr {</div> |
| <div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="comment">// DotExp</span></div> |
| <div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment"></span><span class="keyword">template</span><<span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keywordtype">bool</span> ltrans, <span class="keywordtype">bool</span> rtrans></div> |
| <div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="keyword">inline</span> DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_></div> |
| <div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a287b92ba9bcc49dc29b602ce6003d50d"> 40</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a287b92ba9bcc49dc29b602ce6003d50d">operator*</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1DotExp.html">DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a> rhs) {</div> |
| <div class="line"><a name="l00042"></a><span class="lineno"> 42</span>  <span class="keywordflow">return</span> <a class="code" href="structmshadow_1_1expr_1_1DotExp.html">DotExp</a><TA, TB, ltrans, rtrans,</div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>>(lhs.<a class="code" href="structmshadow_1_1expr_1_1DotExp.html#a2a38e4b023f1fc0e379973f5cc081662">lhs_</a>, lhs.<a class="code" href="structmshadow_1_1expr_1_1DotExp.html#adb6e2f6570662aff428a2432dfc07e6f">rhs_</a>, lhs.<a class="code" href="structmshadow_1_1expr_1_1DotExp.html#a6fa3faab0b6b6bd027a14a7a80bf2f4a">scale_</a> * rhs);</div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span> }</div> |
| <div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="keyword">template</span><<span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keywordtype">bool</span> ltrans, <span class="keywordtype">bool</span> rtrans></div> |
| <div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">inline</span> DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_></div> |
| <div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a01bf70e2d70a53b576930f79953f0189"> 48</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a287b92ba9bcc49dc29b602ce6003d50d">operator*</a>(<a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a> lhs,</div> |
| <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1DotExp.html">DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <span class="keywordflow">return</span> <a class="code" href="structmshadow_1_1expr_1_1DotExp.html">DotExp</a><TA, TB, ltrans, rtrans,</div> |
| <div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>>(rhs.<a class="code" href="structmshadow_1_1expr_1_1DotExp.html#a2a38e4b023f1fc0e379973f5cc081662">lhs_</a>, rhs.<a class="code" href="structmshadow_1_1expr_1_1DotExp.html#adb6e2f6570662aff428a2432dfc07e6f">rhs_</a>, rhs.<a class="code" href="structmshadow_1_1expr_1_1DotExp.html#a6fa3faab0b6b6bd027a14a7a80bf2f4a">scale_</a> * lhs);</div> |
| <div class="line"><a name="l00052"></a><span class="lineno"> 52</span> }</div> |
| <div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  </div> |
| <div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">template</span><<span class="keyword">typename</span> E, <span class="keyword">typename</span> DType, <span class="keyword">typename</span> R, <span class="keywordtype">int</span> d></div> |
| <div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">inline</span> ReduceTo1DExp<E, DType, R, d></div> |
| <div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a0e9779ccdd6b30bd7911a8d5558931d3"> 57</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a287b92ba9bcc49dc29b602ce6003d50d">operator*</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html">ReduceTo1DExp<E, DType, R, d></a> &e, <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a> scale) {</div> |
| <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="keywordflow">return</span> <a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html">ReduceTo1DExp<E, DType, R, d></a>(e.<a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html#a097acd9ad7d0a359a74f965be68c560b">src_</a>, e.<a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html#ac8350d1a4f659d37e423487fbca02ef1">scale_</a> * scale);</div> |
| <div class="line"><a name="l00059"></a><span class="lineno"> 59</span> }</div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="keyword">template</span><<span class="keyword">typename</span> E, <span class="keyword">typename</span> DType, <span class="keyword">typename</span> R, <span class="keywordtype">int</span> d></div> |
| <div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">inline</span> ReduceTo1DExp<E, DType, R, d></div> |
| <div class="line"><a name="l00063"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a2337636ffd75bd1532d2735a34cdf6ef"> 63</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a287b92ba9bcc49dc29b602ce6003d50d">operator*</a>(<a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a> scale, <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html">ReduceTo1DExp<E, DType, R, d></a> &e) {</div> |
| <div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  <span class="keywordflow">return</span> <a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html">ReduceTo1DExp<E, DType, R, d></a>(e.<a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html#a097acd9ad7d0a359a74f965be68c560b">src_</a>, e.<a class="code" href="structmshadow_1_1expr_1_1ReduceTo1DExp.html#ac8350d1a4f659d37e423487fbca02ef1">scale_</a> * scale);</div> |
| <div class="line"><a name="l00065"></a><span class="lineno"> 65</span> }</div> |
| <div class="line"><a name="l00066"></a><span class="lineno"> 66</span>  </div> |
| <div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keywordtype">int</span> ta></div> |
| <div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="keyword">inline</span> BinaryMapExp<OP, TA, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (ta|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a78641f307f27330ec67149865eb2222f"> 71</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a78641f307f27330ec67149865eb2222f">F</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TA, MSHADOW_SCALAR_, ta></a> &lhs, <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00072"></a><span class="lineno"> 72</span>  <span class="keywordflow">return</span> MakeExp<OP>(lhs, rhs);</div> |
| <div class="line"><a name="l00073"></a><span class="lineno"> 73</span> }</div> |
| <div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TB, <span class="keywordtype">int</span> tb></div> |
| <div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="keyword">inline</span> BinaryMapExp<OP, ScalarExp<MSHADOW_SCALAR_>, TB,</div> |
| <div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (tb|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a35bb37474829d781111145ce1ebb1706"> 78</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a78641f307f27330ec67149865eb2222f">F</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs, <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TB, MSHADOW_SCALAR_, tb></a> &rhs) {</div> |
| <div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keywordflow">return</span> MakeExp<OP>(lhs, rhs);</div> |
| <div class="line"><a name="l00080"></a><span class="lineno"> 80</span> }</div> |
| <div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP></div> |
| <div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="keyword">inline</span> BinaryMapExp<OP, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (1|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00085"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#af675e09934b859926fc1451b1f476fe6"> 85</a></span> <a class="code" href="namespacemshadow_1_1expr.html#a78641f307f27330ec67149865eb2222f">F</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs, <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00086"></a><span class="lineno"> 86</span>  <span class="keywordflow">return</span> MakeExp<OP>(lhs, rhs);</div> |
| <div class="line"><a name="l00087"></a><span class="lineno"> 87</span> }</div> |
| <div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="comment">// constant operators</span></div> |
| <div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="comment"></span><span class="keyword">template</span><<span class="keyword">typename</span> TA, <span class="keywordtype">int</span> ta></div> |
| <div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="keyword">inline</span> BinaryMapExp<op::plus, TA, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (ta|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a36b73d8a667f8a65481742df3603c820"> 93</a></span> <span class="keyword">operator</span>+(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TA, MSHADOW_SCALAR_, ta></a> &lhs,</div> |
| <div class="line"><a name="l00094"></a><span class="lineno"> 94</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00095"></a><span class="lineno"> 95</span>  <span class="keywordflow">return</span> MakeExp<op::plus>(lhs, rhs);</div> |
| <div class="line"><a name="l00096"></a><span class="lineno"> 96</span> }</div> |
| <div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="keyword">template</span><<span class="keyword">typename</span> TA, <span class="keywordtype">int</span> ta></div> |
| <div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="keyword">inline</span> BinaryMapExp<op::minus, TA, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (ta|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a813fe7f401228b0c168153333b582fd7"> 101</a></span> <span class="keyword">operator</span>-(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TA, MSHADOW_SCALAR_, ta></a> &lhs,</div> |
| <div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00103"></a><span class="lineno"> 103</span>  <span class="keywordflow">return</span> MakeExp<op::minus>(lhs, rhs);</div> |
| <div class="line"><a name="l00104"></a><span class="lineno"> 104</span> }</div> |
| <div class="line"><a name="l00106"></a><span class="lineno"> 106</span> <span class="keyword">template</span><<span class="keyword">typename</span> TA, <span class="keywordtype">int</span> ta></div> |
| <div class="line"><a name="l00107"></a><span class="lineno"> 107</span> <span class="keyword">inline</span> BinaryMapExp<op::mul, TA, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (ta|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00109"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a4e2a07396c9528533e7b20d347dcadc6"> 109</a></span> <span class="keyword">operator</span>*(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TA, MSHADOW_SCALAR_, ta></a> &lhs,</div> |
| <div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keywordflow">return</span> MakeExp<op::mul>(lhs, rhs);</div> |
| <div class="line"><a name="l00112"></a><span class="lineno"> 112</span> }</div> |
| <div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="keyword">template</span><<span class="keyword">typename</span> TA, <span class="keywordtype">int</span> ta></div> |
| <div class="line"><a name="l00115"></a><span class="lineno"> 115</span> <span class="keyword">inline</span> BinaryMapExp<op::div, TA, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (ta|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00117"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a42210aed58da2797fc90608f23e697c6"> 117</a></span> <span class="keyword">operator</span>/(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TA, MSHADOW_SCALAR_, ta></a> &lhs,</div> |
| <div class="line"><a name="l00118"></a><span class="lineno"> 118</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keywordflow">return</span> MakeExp<op::div>(lhs, rhs);</div> |
| <div class="line"><a name="l00120"></a><span class="lineno"> 120</span> }</div> |
| <div class="line"><a name="l00121"></a><span class="lineno"> 121</span> <span class="comment">// constant operators 2</span></div> |
| <div class="line"><a name="l00123"></a><span class="lineno"> 123</span> <span class="comment"></span><span class="keyword">template</span><<span class="keyword">typename</span> TB, <span class="keywordtype">int</span> tb></div> |
| <div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="keyword">inline</span> BinaryMapExp<op::plus, ScalarExp<MSHADOW_SCALAR_>, TB,</div> |
| <div class="line"><a name="l00125"></a><span class="lineno"> 125</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (tb|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00126"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a512e7430bf320efef342c8683f8682a6"> 126</a></span> <span class="keyword">operator</span>+(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TB, MSHADOW_SCALAR_, tb></a> &rhs) {</div> |
| <div class="line"><a name="l00128"></a><span class="lineno"> 128</span>  <span class="keywordflow">return</span> MakeExp<op::plus>(lhs, rhs);</div> |
| <div class="line"><a name="l00129"></a><span class="lineno"> 129</span> }</div> |
| <div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="keyword">template</span><<span class="keyword">typename</span> TB, <span class="keywordtype">int</span> tb></div> |
| <div class="line"><a name="l00132"></a><span class="lineno"> 132</span> <span class="keyword">inline</span> BinaryMapExp<op::minus, ScalarExp<MSHADOW_SCALAR_>, TB,</div> |
| <div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (tb|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#acddedbc007bb95f1b7da75840ce850f0"> 134</a></span> <span class="keyword">operator</span>-(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TB, MSHADOW_SCALAR_, tb></a> &rhs) {</div> |
| <div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <span class="keywordflow">return</span> MakeExp<op::minus>(lhs, rhs);</div> |
| <div class="line"><a name="l00137"></a><span class="lineno"> 137</span> }</div> |
| <div class="line"><a name="l00139"></a><span class="lineno"> 139</span> <span class="keyword">template</span><<span class="keyword">typename</span> TB, <span class="keywordtype">int</span> tb></div> |
| <div class="line"><a name="l00140"></a><span class="lineno"> 140</span> <span class="keyword">inline</span> BinaryMapExp<op::mul, ScalarExp<MSHADOW_SCALAR_>, TB,</div> |
| <div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (tb|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a36e0ef45674ac1df7bc5f5f22403d32e"> 142</a></span> <span class="keyword">operator</span>*(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TB, MSHADOW_SCALAR_, tb></a> &rhs) {</div> |
| <div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="keywordflow">return</span> MakeExp<op::mul>(lhs, rhs);</div> |
| <div class="line"><a name="l00145"></a><span class="lineno"> 145</span> }</div> |
| <div class="line"><a name="l00147"></a><span class="lineno"> 147</span> <span class="keyword">template</span><<span class="keyword">typename</span> TB, <span class="keywordtype">int</span> tb></div> |
| <div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="keyword">inline</span> BinaryMapExp<op::div, ScalarExp<MSHADOW_SCALAR_>, TB,</div> |
| <div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (tb|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00150"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a81b40abc005333f8ab162f8b07076574"> 150</a></span> <span class="keyword">operator</span>/(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs, <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<TB, MSHADOW_SCALAR_, tb></a> &rhs) {</div> |
| <div class="line"><a name="l00151"></a><span class="lineno"> 151</span>  <span class="keywordflow">return</span> MakeExp<op::div>(lhs, rhs);</div> |
| <div class="line"><a name="l00152"></a><span class="lineno"> 152</span> }</div> |
| <div class="line"><a name="l00153"></a><span class="lineno"> 153</span> <span class="comment">// constant operators 3</span></div> |
| <div class="line"><a name="l00155"></a><span class="lineno"> 155</span> <span class="comment"></span><span class="keyword">inline</span> BinaryMapExp<op::plus, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (1|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a859eceb6096ef459e5e950ae892e7c50"> 157</a></span> <span class="keyword">operator</span>+(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00158"></a><span class="lineno"> 158</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="keywordflow">return</span> MakeExp<op::plus>(lhs, rhs);</div> |
| <div class="line"><a name="l00160"></a><span class="lineno"> 160</span> }</div> |
| <div class="line"><a name="l00162"></a><span class="lineno"> 162</span> <span class="keyword">inline</span> BinaryMapExp<op::minus, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (1|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a168e67bf1523a66788e20223ea14479a"> 164</a></span> <span class="keyword">operator</span>-(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="keywordflow">return</span> MakeExp<op::minus>(lhs, rhs);</div> |
| <div class="line"><a name="l00167"></a><span class="lineno"> 167</span> }</div> |
| <div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <span class="keyword">inline</span> BinaryMapExp<op::mul, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (1|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00171"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#ad9dd6ca081987a40612ccada67e7d3e0"> 171</a></span> <span class="keyword">operator</span>*(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs,</div> |
| <div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  <span class="keywordflow">return</span> MakeExp<op::mul>(lhs, rhs);</div> |
| <div class="line"><a name="l00174"></a><span class="lineno"> 174</span> }</div> |
| <div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="keyword">inline</span> BinaryMapExp<op::div, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,</div> |
| <div class="line"><a name="l00177"></a><span class="lineno"> 177</span>  <a class="code" href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a>, (1|<a class="code" href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">type::kMapper</a>)></div> |
| <div class="line"><a name="l00178"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a0eba1875b9ba610fbec48cec29366a4d"> 178</a></span> <span class="keyword">operator</span>/(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &lhs, <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<MSHADOW_SCALAR_></a> &rhs) {</div> |
| <div class="line"><a name="l00179"></a><span class="lineno"> 179</span>  <span class="keywordflow">return</span> MakeExp<op::div>(lhs, rhs);</div> |
| <div class="line"><a name="l00180"></a><span class="lineno"> 180</span> }</div> |
| <div class="line"><a name="l00181"></a><span class="lineno"> 181</span> } <span class="comment">// namespace expr</span></div> |
| <div class="line"><a name="l00182"></a><span class="lineno"> 182</span> } <span class="comment">// namespace mshadow</span></div> |
| <div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="preprocessor">#endif // MSHADOW_EXPR_SCALAR_INL_H_</span></div> |
| </div><!-- fragment --></div><!-- contents --> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1ReduceTo1DExp_html_a097acd9ad7d0a359a74f965be68c560b"><div class="ttname"><a href="structmshadow_1_1expr_1_1ReduceTo1DExp.html#a097acd9ad7d0a359a74f965be68c560b">mshadow::expr::ReduceTo1DExp::src_</a></div><div class="ttdeci">const SrcExp & src_</div><div class="ttdoc">source operand</div><div class="ttdef"><b>Definition:</b> reduceto1d.h:45</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1ReduceTo1DExp_html_ac8350d1a4f659d37e423487fbca02ef1"><div class="ttname"><a href="structmshadow_1_1expr_1_1ReduceTo1DExp.html#ac8350d1a4f659d37e423487fbca02ef1">mshadow::expr::ReduceTo1DExp::scale_</a></div><div class="ttdeci">DType scale_</div><div class="ttdoc">source operand, scale of the</div><div class="ttdef"><b>Definition:</b> reduceto1d.h:47</div></div> |
| <div class="ttc" id="anamespacemshadow_1_1expr_html_a287b92ba9bcc49dc29b602ce6003d50d"><div class="ttname"><a href="namespacemshadow_1_1expr.html#a287b92ba9bcc49dc29b602ce6003d50d">mshadow::expr::operator*</a></div><div class="ttdeci">DotExp< TA, TB, ltrans, rtrans, MSHADOW_SCALAR_ > operator*(const DotExp< TA, TB, ltrans, rtrans, MSHADOW_SCALAR_ > &lhs, MSHADOW_SCALAR_ rhs)</div><div class="ttdoc">dot operator def</div><div class="ttdef"><b>Definition:</b> expr_scalar-inl.h:40</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1DotExp_html_a2a38e4b023f1fc0e379973f5cc081662"><div class="ttname"><a href="structmshadow_1_1expr_1_1DotExp.html#a2a38e4b023f1fc0e379973f5cc081662">mshadow::expr::DotExp::lhs_</a></div><div class="ttdeci">const TA & lhs_</div><div class="ttdoc">left operand</div><div class="ttdef"><b>Definition:</b> expression.h:227</div></div> |
| <div class="ttc" id="anamespacemshadow_1_1expr_html_a78641f307f27330ec67149865eb2222f"><div class="ttname"><a href="namespacemshadow_1_1expr.html#a78641f307f27330ec67149865eb2222f">mshadow::expr::F</a></div><div class="ttdeci">BinaryMapExp< OP, TA, ScalarExp< MSHADOW_SCALAR_ >, MSHADOW_SCALAR_,(ta|type::kMapper)> F(const Exp< TA, MSHADOW_SCALAR_, ta > &lhs, const ScalarExp< MSHADOW_SCALAR_ > &rhs)</div><div class="ttdoc">operator overload for const</div><div class="ttdef"><b>Definition:</b> expr_scalar-inl.h:71</div></div> |
| <div class="ttc" id="anamespacemshadow_1_1expr_1_1type_html_aa700f17fa964d262266efd336d5c50ca"><div class="ttname"><a href="namespacemshadow_1_1expr_1_1type.html#aa700f17fa964d262266efd336d5c50ca">mshadow::expr::type::kMapper</a></div><div class="ttdeci">const int kMapper</div><div class="ttdoc">expression contains element-wise tensor operations, map a expression to same shape</div><div class="ttdef"><b>Definition:</b> expression.h:50</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1DotExp_html_a6fa3faab0b6b6bd027a14a7a80bf2f4a"><div class="ttname"><a href="structmshadow_1_1expr_1_1DotExp.html#a6fa3faab0b6b6bd027a14a7a80bf2f4a">mshadow::expr::DotExp::scale_</a></div><div class="ttdeci">DType scale_</div><div class="ttdoc">scale over result</div><div class="ttdef"><b>Definition:</b> expression.h:231</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1DotExp_html_adb6e2f6570662aff428a2432dfc07e6f"><div class="ttname"><a href="structmshadow_1_1expr_1_1DotExp.html#adb6e2f6570662aff428a2432dfc07e6f">mshadow::expr::DotExp::rhs_</a></div><div class="ttdeci">const TB & rhs_</div><div class="ttdoc">right operand</div><div class="ttdef"><b>Definition:</b> expression.h:229</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1ReduceTo1DExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1ReduceTo1DExp.html">mshadow::expr::ReduceTo1DExp</a></div><div class="ttdoc">reduction to 1 dimension tensor input: Tensor<Device,k>: ishape output: Tensor<Device,...</div><div class="ttdef"><b>Definition:</b> reduceto1d.h:41</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1Exp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1Exp.html">mshadow::expr::Exp</a></div><div class="ttdoc">defines how expression exp can be evaluated and stored into dst</div><div class="ttdef"><b>Definition:</b> expression.h:79</div></div> |
| <div class="ttc" id="anamespacemshadow_html"><div class="ttname"><a href="namespacemshadow.html">mshadow</a></div><div class="ttdoc">overloaded + operator between half_t and bf16_t</div><div class="ttdef"><b>Definition:</b> base.h:319</div></div> |
| <div class="ttc" id="atensor_8h_html_aa0b60d7de7151387e5ecc0d41c82259d"><div class="ttname"><a href="tensor_8h.html#aa0b60d7de7151387e5ecc0d41c82259d">MSHADOW_SCALAR_</a></div><div class="ttdeci">#define MSHADOW_SCALAR_</div><div class="ttdef"><b>Definition:</b> tensor.h:1227</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1ScalarExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1ScalarExp.html">mshadow::expr::ScalarExp</a></div><div class="ttdoc">scalar expression</div><div class="ttdef"><b>Definition:</b> expression.h:95</div></div> |
| <div class="ttc" id="astructmshadow_1_1expr_1_1DotExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1DotExp.html">mshadow::expr::DotExp</a></div><div class="ttdoc">matrix multiplication expression dot(lhs[.T], rhs[.T])</div><div class="ttdef"><b>Definition:</b> expression.h:224</div></div> |
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