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| <a href="expr__engine-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> </div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#ifndef MSHADOW_EXPR_ENGINE_INL_H_</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#define MSHADOW_EXPR_ENGINE_INL_H_</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include <utility></span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include <algorithm></span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "./logging.h"</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include "<a class="code" href="expression_8h.html">./expression.h</a>"</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include "<a class="code" href="mshadow_2mshadow_2tensor_8h.html">./tensor.h</a>"</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span> </div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="keyword">namespace </span><a class="code" href="namespacemshadow.html">mshadow</a> {</div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="keyword">namespace </span>expr {</div><div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="keyword">template</span><<span class="keyword">typename</span> SubType, <span class="keyword">typename</span> SrcExp, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00025"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1MakeTensorExp.html"> 25</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html">MakeTensorExp</a></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  : <span class="keyword">public</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp</a><MakeTensorExp<SubType, SrcExp, dim, DType>,</div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  DType, type::kChainer> {</div><div class="line"><a name="l00029"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1MakeTensorExp.html#a2a2f9b6b828035ea38bfb8620db42a82"> 29</a></span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> <a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html#a2a2f9b6b828035ea38bfb8620db42a82">shape_</a>;</div><div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1MakeTensorExp.html#afcfbebc2725cb110ea6a6a427e81aca7"> 31</a></span>  <span class="keyword">inline</span> <span class="keyword">const</span> SubType& <a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html#afcfbebc2725cb110ea6a6a427e81aca7">real_self</a>(<span class="keywordtype">void</span>)<span class="keyword"> const</span>{</div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <span class="keywordflow">return</span> *<span class="keyword">static_cast<</span><span class="keyword">const </span>SubType*<span class="keyword">></span>(<span class="keyword">this</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> };</div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="comment">//----------------------------------------------------------------------</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="comment">// This part of code gives plan that can be used to carry out execution</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="comment">//---------------------------------------------------------------------</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="comment">// Declarations of plans</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="keyword">template</span><<span class="keyword">typename</span> ExpType, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan.html"> 40</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a> {</div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType Eval(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x) <span class="keyword">const</span>;</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> };</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> <span class="comment">// tensor plan</span></div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Device, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html"> 50</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, dim, DType>, DType> {</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#aeb0f49d673bbd0b9c9007be9cfc2e6ad"> 52</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#aeb0f49d673bbd0b9c9007be9cfc2e6ad">Plan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor<Device, dim, DType></a> &t)</div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span>  : dptr_(t.dptr_), stride_(t.stride_) {}</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  <span class="comment">// for RValue, the return type should be reference</span></div><div class="line"><a name="l00055"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a4f75f9636fa0bd72f52295744aeb6e63"> 55</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType &<a class="code" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a4f75f9636fa0bd72f52295744aeb6e63">REval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x) {</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>  <span class="keywordflow">return</span> dptr_[y * stride_ + x];</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  }</div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <span class="comment">// const evaluation</span></div><div class="line"><a name="l00059"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a66f7fb5714a38f7088acf42bb2ed0ab8"> 59</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <span class="keyword">const</span> DType &<a class="code" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a66f7fb5714a38f7088acf42bb2ed0ab8">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span>  <span class="keywordflow">return</span> dptr_[y * stride_ + x];</div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  }</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> </div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span>  DType *dptr_;</div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> stride_;</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> };</div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="comment">// special evaluation case for 1d tensor, no stride</span></div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Device, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00069"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html"> 69</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, 1, DType>, DType> {</div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00071"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#ada90dfea5e43232b2e541a2e84cdccf5"> 71</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#ada90dfea5e43232b2e541a2e84cdccf5">Plan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Tensor_3_01Device_00_011_00_01DType_01_4.html">Tensor<Device, 1, DType></a> &t) : dptr_(t.dptr_) {}</div><div class="line"><a name="l00072"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#afe9ba87f4cff0550c3542bf55c1027b0"> 72</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType &<a class="code" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#afe9ba87f4cff0550c3542bf55c1027b0">REval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x) {</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordflow">return</span> dptr_[x];</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  }</div><div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#a9de2ef795df679231849ae67bb9ad450"> 75</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> <span class="keyword">const</span> DType &<a class="code" href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#a9de2ef795df679231849ae67bb9ad450">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  <span class="keywordflow">return</span> dptr_[x];</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  }</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  DType *dptr_;</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> };</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="comment">// scalar</span></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="keyword">template</span><<span class="keyword">typename</span> DType></div><div class="line"><a name="l00084"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html"> 84</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp</a><DType>, DType> {</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html#a8b64fa028762ea997886ed5f70d70cb4"> 86</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html#a8b64fa028762ea997886ed5f70d70cb4">Plan</a>(DType <a class="code" href="namespacemshadow_1_1expr.html#ac547eb1dceee713542019c2cc6da378b">scalar</a>) : scalar_(scalar) {}</div><div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html#ad9e05667f708297a54b5a768949f0b23"> 87</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html#ad9e05667f708297a54b5a768949f0b23">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>  <span class="keywordflow">return</span> scalar_;</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>  }</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>  DType scalar_;</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> };</div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="comment">// unary expression</span></div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">template</span><<span class="keyword">typename</span> DstDType, <span class="keyword">typename</span> SrcDType,</div><div class="line"><a name="l00096"></a><span class="lineno"> 96</span>  <span class="keyword">typename</span> EType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html"> 97</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html">TypecastExp</a><DstDType, SrcDType, EType, etype>, DstDType> {</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00099"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html#accaab28aa628f54ac62ffada3633c638"> 99</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html#accaab28aa628f54ac62ffada3633c638">Plan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<EType, SrcDType></a> &src) : src_(src) {}</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html#a24eb90beafe9254098602c95bac1f31f"> 100</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DstDType <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html#a24eb90beafe9254098602c95bac1f31f">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  <span class="keywordflow">return</span> DstDType(src_.Eval(y, x)); <span class="comment">// NOLINT(*)</span></div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  }</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<EType, SrcDType></a> src_;</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span> };</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> </div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> <span class="comment">// ternary expression</span></div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> TC, <span class="keywordtype">int</span> etype, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00110"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html"> 110</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html">TernaryMapExp</a><OP, TA, TB, TC, DType, etype>, DType> {</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00112"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html#aa0ece20bab235c1753a1198fa3e08a7c"> 112</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html#aa0ece20bab235c1753a1198fa3e08a7c">Plan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TA, DType></a> &item1, <span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TB, DType></a> &item2,</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span>  <span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TC, DType></a> &item3)</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span>  : item1_(item1), item2_(item2), item3_(item3) {}</div><div class="line"><a name="l00115"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad67d026edf53a4d3eb0c69167c542f69"> 115</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad67d026edf53a4d3eb0c69167c542f69">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span>  <span class="keywordflow">return</span> OP::Map(item1_.Eval(y, x), item2_.Eval(y, x), item3_.Eval(y, x));</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span>  }</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> </div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TA, DType></a> item1_;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TB, DType></a> item2_;</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TC, DType></a> item3_;</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> };</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> <span class="comment">// binary expression</span></div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keywordtype">int</span> etype, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00126"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html"> 126</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html">BinaryMapExp</a><OP, TA, TB, DType, etype>, DType> {</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00128"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html#a85d8288ec7f2617a6be89b3fa249214b"> 128</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html#a85d8288ec7f2617a6be89b3fa249214b">Plan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TA, DType></a> &lhs, <span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TB, DType></a> &rhs)</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>  : lhs_(lhs), rhs_(rhs) {}</div><div class="line"><a name="l00130"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad581f6f82316c917416c94a71892915d"> 130</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad581f6f82316c917416c94a71892915d">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span>  <span class="keywordflow">return</span> OP::Map(lhs_.Eval(y, x), rhs_.Eval(y, x));</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  }</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> </div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TA, DType></a> lhs_;</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TB, DType></a> rhs_;</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> };</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="comment">// unary expression</span></div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keywordtype">int</span> etype, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html"> 140</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html">UnaryMapExp</a><OP, TA, DType, etype>, DType> {</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html#a69650dfc960d02c11cf6545665f2ccfd"> 142</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html#a69650dfc960d02c11cf6545665f2ccfd">Plan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TA, DType></a> &src) : src_(src) {}</div><div class="line"><a name="l00143"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad1a58435b0e18fc3d15d6fa45c3a0592"> 143</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad1a58435b0e18fc3d15d6fa45c3a0592">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  <span class="keywordflow">return</span> OP::Map(src_.Eval(y, x));</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  }</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> </div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TA, DType></a> src_;</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span> };</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="comment">// remaps map tensor expression to subtype's plan</span></div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> <span class="keyword">template</span><<span class="keyword">typename</span> SubType, <span class="keyword">typename</span> SrcExp, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html"> 152</a></span> <span class="keyword">struct </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html">MakeTensorExp</a><SubType, SrcExp, dim, DType>, DType> {</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00154"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a751cb674678978c00c9578964c8e6602"> 154</a></span>  <a class="code" href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a751cb674678978c00c9578964c8e6602">Plan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<SubType, DType></a> &src) : src_(src) {}</div><div class="line"><a name="l00155"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html#aa71c29c78ff31d46782f82016633371b"> 155</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType <a class="code" href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html#aa71c29c78ff31d46782f82016633371b">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>  <span class="keywordflow">return</span> src_.Eval(y, x);</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>  }</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> </div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<SubType, DType></a> src_;</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span> };</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> <span class="comment">// tranpsoe</span></div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span> <span class="keyword">template</span><<span class="keyword">typename</span> EType, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00164"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html"> 164</a></span> <span class="keyword">class </span><a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan</a><<a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html">TransposeExp</a><EType, DType>, DType> {</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>  <span class="keyword">public</span>:</div><div class="line"><a name="l00166"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html#ad0f5afcfa5fb9785a2aae263ff25e104"> 166</a></span>  <span class="keyword">explicit</span> <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html#ad0f5afcfa5fb9785a2aae263ff25e104">Plan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<EType, DType></a> &src) : src_(src) {}</div><div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html#a0f25b0bd265f0a735c94f6642ee3b4cc"> 167</a></span>  <a class="code" href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a> DType <a class="code" href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html#a0f25b0bd265f0a735c94f6642ee3b4cc">Eval</a>(<a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> y, <a class="code" href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">index_t</a> x)<span class="keyword"> const </span>{</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  <span class="keywordflow">return</span> src_.Eval(x, y);</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  }</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span> </div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span>  <span class="keyword">private</span>:</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<EType, DType></a> src_;</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> };</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> <span class="comment">//----------------------------------------------------------------------</span></div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> <span class="comment">// Mappings from expression to plans</span></div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> <span class="comment">//---------------------------------------------------------------------</span></div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00178"></a><span class="lineno"> 178</span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<BinaryMapExp<OP, TA, TB, DType, etype></a>, DType></div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html">BinaryMapExp<OP, TA, TB, DType, etype></a> &e);</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="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> TC, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TernaryMapExp<OP, TA, TB, TC, DType, etype></a>, DType></div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html">TernaryMapExp<OP, TA, TB, TC, DType, etype></a> &e);</div><div class="line"><a name="l00184"></a><span class="lineno"> 184</span> </div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> <span class="keyword">template</span><<span class="keyword">typename</span> DType></div><div class="line"><a name="l00186"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#acd91dd3165021e854c6cc8e2ef57dd65"> 186</a></span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<ScalarExp<DType></a>, DType> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<DType></a> &e) {</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>  <span class="keywordflow">return</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<ScalarExp<DType></a>, DType>(e.<a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html#a8c1e8ed3c405b3fc464861a47ab13a0a">scalar_</a>);</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> }</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> </div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> <span class="keyword">template</span><<span class="keyword">typename</span> DstDType, <span class="keyword">typename</span> SrcDType, <span class="keyword">typename</span> EType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TypecastExp<DstDType, SrcDType, EType, etype></a>, DstDType></div><div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#ae3e3fd5c40912dc89a8c8b36abff706f"> 192</a></span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html">TypecastExp<DstDType, SrcDType, EType, etype></a> &e) {</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>  <span class="keywordflow">return</span> Plan<TypecastExp<DstDType, SrcDType, EType, etype>, DstDType>(<a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html#ab06a667c92d1e065532653024e603719">exp</a>));</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span> }</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> </div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="keyword">template</span><<span class="keyword">typename</span> T, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00197"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a7daba1a3910055710ab777a38469a70c"> 197</a></span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<T, DType></a> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="classmshadow_1_1expr_1_1RValueExp.html">RValueExp<T, DType></a> &e) {</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span>  <span class="keywordflow">return</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<T, DType></a>(e.<a class="code" href="structmshadow_1_1expr_1_1Exp.html#a99e5454eca73df87ecf8b66d3b3470f5">self</a>());</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> }</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> </div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> <span class="keyword">template</span><<span class="keyword">typename</span> T, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<TransposeExp<T, DType></a>, DType></div><div class="line"><a name="l00203"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a7fa0145ccb19ea9c245b04dcd74a34c0"> 203</a></span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html">TransposeExp<T, DType></a> &e) {</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span>  <span class="keywordflow">return</span> Plan<TransposeExp<T, DType>, DType>(<a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html#a4dc0f3df318d1d4b21fb6630dae7edb9">exp</a>));</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> }</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> </div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> <span class="keyword">template</span><<span class="keyword">typename</span> T, <span class="keyword">typename</span> SrcExp, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<T, DType></a></div><div class="line"><a name="l00209"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a1634693e23ecc5dfd5641cdd0704560d"> 209</a></span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html">MakeTensorExp<T, SrcExp, dim, DType></a> &e) {</div><div class="line"><a name="l00210"></a><span class="lineno"> 210</span>  <span class="keywordflow">return</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<T, DType></a>(e.<a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html#afcfbebc2725cb110ea6a6a427e81aca7">real_self</a>());</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> }</div><div class="line"><a name="l00212"></a><span class="lineno"> 212</span> </div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> <span class="keyword">inline</span> <a class="code" href="classmshadow_1_1expr_1_1Plan.html">Plan<UnaryMapExp<OP, TA, DType, etype></a>, DType></div><div class="line"><a name="l00215"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a29a0111c1bcac0930d66c9268fa77937"> 215</a></span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html">UnaryMapExp<OP, TA, DType, etype></a> &e) {</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>  <span class="keywordflow">return</span> Plan<UnaryMapExp<OP, TA, DType, etype>, DType>(<a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html#a2916051247ff9e5f1ff4c5020738d36c">src_</a>));</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> }</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span> </div><div class="line"><a name="l00219"></a><span class="lineno"> 219</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> <span class="keyword">inline</span> Plan<BinaryMapExp<OP, TA, TB, DType, etype>, DType></div><div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078"> 221</a></span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html">BinaryMapExp<OP, TA, TB, DType, etype></a> &e) {</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  <span class="keywordflow">return</span> Plan<BinaryMapExp<OP, TA, TB, DType, etype>,</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span>  DType>(<a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html#ae4d3d912e56bbad508abeeed4743c38c">lhs_</a>), <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html#a9afdad54a6a226b251fc4cd4ed92050f">rhs_</a>));</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span> }</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> <span class="comment">// Ternary</span></div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> TC, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span> <span class="keyword">inline</span> Plan<TernaryMapExp<OP, TA, TB, TC, DType, etype>, DType></div><div class="line"><a name="l00229"></a><span class="lineno"><a class="line" href="namespacemshadow_1_1expr.html#a932a464dbbe0df8717f94e568b50a4a3"> 229</a></span> <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html">TernaryMapExp<OP, TA, TB, TC, DType, etype></a> &e) {</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>  <span class="keywordflow">return</span> Plan<TernaryMapExp<OP, TA, TB, TC, DType, etype>,</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  DType>(<a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html#a2c0e60dca07dc380daaf466bf3865d50">item1_</a>), <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html#a357cad3472616e53a72e8fdd789ae2be">item2_</a>), <a class="code" href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">MakePlan</a>(e.<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html#af59015a8e257dc844f30cd57b864490f">item3_</a>));</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> }</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> <span class="comment">//----------------------------------------------------------------</span></div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span> <span class="comment">// Static Type inference and Type Checking</span></div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> <span class="comment">//----------------------------------------------------------------</span></div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> <span class="comment"></span><span class="keyword">template</span><<span class="keyword">typename</span> E></div><div class="line"><a name="l00244"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo.html"> 244</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a> {</div><div class="line"><a name="l00245"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo.html#a0b0afc287b577f89dc3eb119c2fef778"> 245</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = -1;</div><div class="line"><a name="l00246"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo.html#a610f3258c19b544f4056ea78c3259eb7"> 246</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = 0;</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> };</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> <span class="keyword">template</span><<span class="keyword">typename</span> DType></div><div class="line"><a name="l00249"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01ScalarExp_3_01DType_01_4_01_4.html"> 249</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a>< <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp</a><DType> > {</div><div class="line"><a name="l00250"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01ScalarExp_3_01DType_01_4_01_4.html#af161d104e894cb9db4ac3a978635f1c8"> 250</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = 0;</div><div class="line"><a name="l00251"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01ScalarExp_3_01DType_01_4_01_4.html#a340538b2d8e5fdb845224e1b0dd885c0"> 251</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = 0xffff;</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> };</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> <span class="keyword">template</span><<span class="keyword">typename</span> E, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00254"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TransposeExp_3_01E_00_01DType_01_4_01_4.html"> 254</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html">TransposeExp</a><E, DType> > {</div><div class="line"><a name="l00255"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TransposeExp_3_01E_00_01DType_01_4_01_4.html#a46d4a30c4b392df58e75226e6fe293a1"> 255</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<E>::kDim</a>;</div><div class="line"><a name="l00256"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TransposeExp_3_01E_00_01DType_01_4_01_4.html#a15dbe1045ceeba898ec5d0df5112cc36"> 256</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<E>::kDevMask</a>;</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span> };</div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span> <span class="keyword">template</span><<span class="keyword">typename</span> DstDType, <span class="keyword">typename</span> SrcDType, <span class="keyword">typename</span> EType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00259"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html"> 259</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html">TypecastExp</a><DstDType, SrcDType, EType, etype> > {</div><div class="line"><a name="l00260"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html#abad9efdd5a8e6bc3df19bbead661f95d"> 260</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<EType>::kDim</a>;</div><div class="line"><a name="l00261"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html#a7cd7c2cd4b63fbd66e6b45d5f0faf53b"> 261</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<EType>::kDevMask</a>;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> };</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> <span class="keyword">template</span><<span class="keyword">typename</span> Device, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00264"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html"> 264</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, dim, DType> > {</div><div class="line"><a name="l00265"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#a6e21671ccb9a1fdf4d7df0c150cab672"> 265</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = dim;</div><div class="line"><a name="l00266"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#afe4b524c1d136be10c6b3287831e2f7d"> 266</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = Device::kDevMask;</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> };</div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> <span class="keyword">template</span><<span class="keyword">typename</span> T, <span class="keyword">typename</span> SrcExp, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00269"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html"> 269</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html">MakeTensorExp</a><T, SrcExp, dim, DType> > {</div><div class="line"><a name="l00270"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html#a2a8be1062d03ffa9dbbbeecfb57d4cbd"> 270</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDimSrc = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<SrcExp>::kDim</a>;</div><div class="line"><a name="l00271"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html#aa317397e1a627deaac1a37eba3ddb694"> 271</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = kDimSrc >= 0 ? dim : -1;</div><div class="line"><a name="l00272"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html#a8e65cada1ffbc56b17eb433e07b7c102"> 272</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<SrcExp>::kDevMask</a>;</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> };</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00275"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html"> 275</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html">UnaryMapExp</a><OP, TA, DType, etype> > {</div><div class="line"><a name="l00276"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html#a3f8684479561b67569cec5509a7a670b"> 276</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TA>::kDim</a>;</div><div class="line"><a name="l00277"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html#a6bb7744e9a263e8885ad9e4ab346648e"> 277</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TA>::kDevMask</a>;</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span> };</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00280"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html"> 280</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html">BinaryMapExp</a><OP, TA, TB, DType, etype> > {</div><div class="line"><a name="l00281"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#a99ac9e09d2f3aac82d48a112f4af98c3"> 281</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDimLhs = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TA>::kDim</a>;</div><div class="line"><a name="l00282"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#acc9dbd73a1a07bf0d74d080e4c62281c"> 282</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDimRhs = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TB>::kDim</a>;</div><div class="line"><a name="l00283"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#a07a377ad825446ee5336ac50fb20a571"> 283</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = (kDimLhs >= 0 && kDimRhs >= 0) ?\</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  (kDimLhs == 0 ?\</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  kDimRhs :\</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  ((kDimRhs == 0 || kDimLhs == kDimRhs) ? kDimLhs : -1)) : -1;</div><div class="line"><a name="l00287"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#ae97e6e68079ee5b2991631cddcf8f866"> 287</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TA>::kDevMask</a> & <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TB>::kDevMask</a>;</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span> };</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span> <span class="keyword">template</span><<span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> TC, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00290"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html"> 290</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo</a><<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html">TernaryMapExp</a><OP, TA, TB, TC, DType, etype> > {</div><div class="line"><a name="l00291"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#a98cb3dc0e8602573b81e7771251d4f5c"> 291</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDimItem1 = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TA>::kDim</a>;</div><div class="line"><a name="l00292"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#a2102654c4714a4d042c145e593197bdc"> 292</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDimItem2 = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TB>::kDim</a>;</div><div class="line"><a name="l00293"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#a827d891f4ce3c64c1c9fd4eeec571b9c"> 293</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDimItem3 = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TC>::kDim</a>;</div><div class="line"><a name="l00294"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#aee4ddb398aab30fd1248c30adb27ec13"> 294</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDim = kDimItem1;</div><div class="line"><a name="l00295"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpInfo_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#a09d9ca658b12d7ff80915851aefed74e"> 295</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kDevMask = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TA>::kDevMask</a> & <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TB>::kDevMask</a> & <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<TC>::kDevMask</a>;</div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span> };</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> </div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span> <span class="keyword">template</span><<span class="keyword">typename</span> Device, <span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType, <span class="keyword">typename</span> E></div><div class="line"><a name="l00300"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheck.html"> 300</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1TypeCheck.html">TypeCheck</a> {</div><div class="line"><a name="l00302"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheck.html#a41ffdb29c8a45d610d1efafde7539c34"> 302</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">int</span> kExpDim = <a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<E>::kDim</a>;</div><div class="line"><a name="l00304"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheck.html#a585eabdc5976d51aeed86f265bf1340d"> 304</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> kDevPass = (<a class="code" href="structmshadow_1_1expr_1_1ExpInfo.html">ExpInfo<E>::kDevMask</a> & Device::kDevMask) != 0;</div><div class="line"><a name="l00306"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheck.html#aafb20f31c83af2121007936ed1f79856"> 306</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> kMapPass = (kExpDim == 0 || kExpDim == dim) && kDevPass;</div><div class="line"><a name="l00308"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheck.html#a19b432996075b4133a4ad13993e8e064"> 308</a></span>  <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> kRedPass = (kExpDim > dim) && kDevPass;</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span> };</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span> <span class="keyword">template</span><<span class="keywordtype">bool</span> kPass></div><div class="line"><a name="l00312"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheckPass.html"> 312</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1TypeCheckPass.html">TypeCheckPass</a>;</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span> <span class="comment">// Todo : add static assert using C++11</span></div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> <span class="keyword">template</span><></div><div class="line"><a name="l00315"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01false_01_4.html"> 315</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1TypeCheckPass.html">TypeCheckPass</a><false> {};</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span> <span class="keyword">template</span><></div><div class="line"><a name="l00317"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html"> 317</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1TypeCheckPass.html">TypeCheckPass</a><true> {</div><div class="line"><a name="l00318"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#ac1c5ec0bdeaf6743b172535f2401914b"> 318</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#ac1c5ec0bdeaf6743b172535f2401914b">Error_All_Tensor_in_Exp_Must_Have_Same_Type</a>(<span class="keywordtype">void</span>) {}</div><div class="line"><a name="l00319"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#afccd6da1d20539fd342bbab7b0cb3763"> 319</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#afccd6da1d20539fd342bbab7b0cb3763">Error_TypeCheck_Not_Pass_For_Reduce_Exp</a>(<span class="keywordtype">void</span>) {}</div><div class="line"><a name="l00320"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#a124e0623f60c53e33750cddffdaf0816"> 320</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#a124e0623f60c53e33750cddffdaf0816">Error_Expression_Does_Not_Meet_Dimension_Req</a>(<span class="keywordtype">void</span>) {}</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span> };</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span> </div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span> <span class="comment">//----------------------------------------------------------------</span></div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span> <span class="comment">// Runtime Stream Getting</span></div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> <span class="comment">//----------------------------------------------------------------</span></div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span> <span class="keyword">template</span><<span class="keyword">typename</span> Device, <span class="keyword">typename</span> E></div><div class="line"><a name="l00327"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1StreamInfo.html"> 327</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1StreamInfo.html">StreamInfo</a> {</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Stream.html">Stream<Device></a> *Get(<span class="keyword">const</span> E &t);</div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span> };</div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> Device, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00331"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1StreamInfo_3_01Device_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html"> 331</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1StreamInfo.html">StreamInfo</a><Device, <a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, dim, DType> > {</div><div class="line"><a name="l00332"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1StreamInfo_3_01Device_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#af74ffb7a3d90671bc2f42b0623074c88"> 332</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Stream.html">Stream<Device></a> *<a class="code" href="structmshadow_1_1expr_1_1StreamInfo_3_01Device_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#af74ffb7a3d90671bc2f42b0623074c88">Get</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor<Device, dim, DType></a> &t) {</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  <span class="keywordflow">return</span> t.<a class="code" href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">stream_</a>;</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>  }</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span> };</div><div class="line"><a name="l00336"></a><span class="lineno"> 336</span> <span class="comment">//----------------------------------------------------------------</span></div><div class="line"><a name="l00337"></a><span class="lineno"> 337</span> <span class="comment">// Runtime Shape Checking</span></div><div class="line"><a name="l00338"></a><span class="lineno"> 338</span> <span class="comment">//----------------------------------------------------------------</span></div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span> <span class="comment"></span><span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> E></div><div class="line"><a name="l00346"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck.html"> 346</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a> {</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> Check(<span class="keyword">const</span> E &t);</div><div class="line"><a name="l00348"></a><span class="lineno"> 348</span> };</div><div class="line"><a name="l00349"></a><span class="lineno"> 349</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00350"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01ScalarExp_3_01DType_01_4_01_4.html"> 350</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp</a><DType> > {</div><div class="line"><a name="l00351"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01ScalarExp_3_01DType_01_4_01_4.html#a3949dc18e8f7726cd79b17cf7b066c0b"> 351</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01ScalarExp_3_01DType_01_4_01_4.html#a3949dc18e8f7726cd79b17cf7b066c0b">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1ScalarExp.html">ScalarExp<DType></a> &exp) {</div><div class="line"><a name="l00352"></a><span class="lineno"> 352</span>  <span class="comment">// use lowest dimension to mark scalar exp</span></div><div class="line"><a name="l00353"></a><span class="lineno"> 353</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> shape;</div><div class="line"><a name="l00354"></a><span class="lineno"> 354</span>  <span class="keywordflow">for</span> (<span class="keywordtype">int</span> i = 0; i < dim; ++i) {</div><div class="line"><a name="l00355"></a><span class="lineno"> 355</span>  shape[i] = 0;</div><div class="line"><a name="l00356"></a><span class="lineno"> 356</span>  }</div><div class="line"><a name="l00357"></a><span class="lineno"> 357</span>  <span class="keywordflow">return</span> shape;</div><div class="line"><a name="l00358"></a><span class="lineno"> 358</span>  }</div><div class="line"><a name="l00359"></a><span class="lineno"> 359</span> };</div><div class="line"><a name="l00360"></a><span class="lineno"> 360</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> DstDType, <span class="keyword">typename</span> SrcDType, <span class="keyword">typename</span> EType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00361"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html"> 361</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html">TypecastExp</a><DstDType, SrcDType, EType, etype> > {</div><div class="line"><a name="l00362"></a><span class="lineno"> 362</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a></div><div class="line"><a name="l00363"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html#a819d5be1ecbb7b0bf0d4a7e44858417c"> 363</a></span>  <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html#a819d5be1ecbb7b0bf0d4a7e44858417c">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html">TypecastExp<DstDType, SrcDType, EType, etype></a> &exp) {</div><div class="line"><a name="l00364"></a><span class="lineno"> 364</span>  <span class="keywordflow">return</span> <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, EType>::Check</a>(exp.<a class="code" href="structmshadow_1_1expr_1_1TypecastExp.html#ab06a667c92d1e065532653024e603719">exp</a>);</div><div class="line"><a name="l00365"></a><span class="lineno"> 365</span>  }</div><div class="line"><a name="l00366"></a><span class="lineno"> 366</span> };</div><div class="line"><a name="l00367"></a><span class="lineno"> 367</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> E, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00368"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TransposeExp_3_01E_00_01DType_01_4_01_4.html"> 368</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html">TransposeExp</a><E, DType> > {</div><div class="line"><a name="l00369"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TransposeExp_3_01E_00_01DType_01_4_01_4.html#a931e8bed16b4deac3abe9b7482f523ca"> 369</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TransposeExp_3_01E_00_01DType_01_4_01_4.html#a931e8bed16b4deac3abe9b7482f523ca">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html">TransposeExp<E, DType></a> &e) {</div><div class="line"><a name="l00370"></a><span class="lineno"> 370</span>  <span class="comment">// swap the lowest two dimensions</span></div><div class="line"><a name="l00371"></a><span class="lineno"> 371</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> s = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, E>::Check</a>(e.<a class="code" href="structmshadow_1_1expr_1_1TransposeExp.html#a4dc0f3df318d1d4b21fb6630dae7edb9">exp</a>);</div><div class="line"><a name="l00372"></a><span class="lineno"> 372</span>  std::swap(s[0], s[1]);</div><div class="line"><a name="l00373"></a><span class="lineno"> 373</span>  <span class="keywordflow">return</span> s;</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  }</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span> };</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> Device, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00377"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html"> 377</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, dim, DType> > {</div><div class="line"><a name="l00378"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#a63c9129e55093027b940b464bed28b65"> 378</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#a63c9129e55093027b940b464bed28b65">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1Tensor.html">Tensor<Device, dim, DType></a> &t) {</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span>  <span class="keywordflow">return</span> t.<a class="code" href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">shape_</a>;</div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  }</div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span> };</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> SrcExp, <span class="keyword">typename</span> T, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00383"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html"> 383</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html">MakeTensorExp</a><T, SrcExp, dim, DType> > {</div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a></div><div class="line"><a name="l00385"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html#ae15bdb7243c892ad370b6508226741aa"> 385</a></span>  <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html#ae15bdb7243c892ad370b6508226741aa">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html">MakeTensorExp<T, SrcExp, dim, DType></a> &t) {</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <span class="keywordflow">return</span> t.<a class="code" href="structmshadow_1_1expr_1_1MakeTensorExp.html#a2a2f9b6b828035ea38bfb8620db42a82">shape_</a>;</div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span>  }</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span> };</div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00390"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html"> 390</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html">UnaryMapExp</a><OP, TA, DType, etype> > {</div><div class="line"><a name="l00391"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html#ae0ffb407a1dfe5803e425e1f68a25f7e"> 391</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html#ae0ffb407a1dfe5803e425e1f68a25f7e">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html">UnaryMapExp<OP, TA, DType, etype></a> &t) {</div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> s = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, TA>::Check</a>(t.<a class="code" href="structmshadow_1_1expr_1_1UnaryMapExp.html#a2916051247ff9e5f1ff4c5020738d36c">src_</a>);</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  <span class="keywordflow">return</span> s;</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span>  }</div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span> };</div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span> </div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB,</div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span>  <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00399"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html"> 399</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html">BinaryMapExp</a><OP, TA, TB, DType, etype> > {</div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a></div><div class="line"><a name="l00401"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#a07c59cd514766f5555e94a2b3ef7b75b"> 401</a></span>  <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#a07c59cd514766f5555e94a2b3ef7b75b">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html">BinaryMapExp<OP, TA, TB, DType, etype></a> &t) {</div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> shape1 = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, TA>::Check</a>(t.<a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html#ae4d3d912e56bbad508abeeed4743c38c">lhs_</a>);</div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> shape2 = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, TB>::Check</a>(t.<a class="code" href="structmshadow_1_1expr_1_1BinaryMapExp.html#a9afdad54a6a226b251fc4cd4ed92050f">rhs_</a>);</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span>  <span class="keywordflow">if</span> (shape1[0] == 0) <span class="keywordflow">return</span> shape2;</div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  <span class="keywordflow">if</span> (shape2[0] == 0) <span class="keywordflow">return</span> shape1;</div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  CHECK_EQ(shape1, shape2) << <span class="stringliteral">"BinaryMapExp: Shapes of operands are not the same, "</span> <<</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span>  <span class="stringliteral">"Shape1="</span> << shape1 << <span class="stringliteral">", Shape2="</span> << shape2;</div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  <span class="keywordflow">return</span> shape1;</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  }</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span> };</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span> </div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span> <span class="keyword">template</span><<span class="keywordtype">int</span> dim, <span class="keyword">typename</span> OP, <span class="keyword">typename</span> TA, <span class="keyword">typename</span> TB, <span class="keyword">typename</span> TC,</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span>  <span class="keyword">typename</span> DType, <span class="keywordtype">int</span> etype></div><div class="line"><a name="l00414"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html"> 414</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html">ShapeCheck</a><dim, <a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html">TernaryMapExp</a><OP, TA, TB, TC, DType, etype> > {</div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a></div><div class="line"><a name="l00416"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#aabf0f100efd69684dd8000fc41cb0c44"> 416</a></span>  <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#aabf0f100efd69684dd8000fc41cb0c44">Check</a>(<span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html">TernaryMapExp<OP, TA, TB, TC, DType, etype></a> &t) {</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> shape1 = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, TA>::Check</a>(t.<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html#a2c0e60dca07dc380daaf466bf3865d50">item1_</a>);</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> shape2 = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, TB>::Check</a>(t.<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html#a357cad3472616e53a72e8fdd789ae2be">item2_</a>);</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  <a class="code" href="structmshadow_1_1Shape.html">Shape<dim></a> shape3 = <a class="code" href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">ShapeCheck<dim, TC>::Check</a>(t.<a class="code" href="structmshadow_1_1expr_1_1TernaryMapExp.html#af59015a8e257dc844f30cd57b864490f">item3_</a>);</div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  <span class="keywordtype">bool</span> same = (shape1 == shape2) && (shape2 == shape3);</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  CHECK(same) << <span class="stringliteral">"TernaryMapExp: Shapes of operands are not the same, "</span> <<</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  <span class="stringliteral">"Shape1="</span> << shape1 << <span class="stringliteral">", Shape2="</span> << shape2 << <span class="stringliteral">", Shape3="</span> << shape3;</div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span> </div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  <span class="keywordflow">return</span> shape1;</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  }</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> };</div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span> } <span class="comment">// namespace expr</span></div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span> </div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> } <span class="comment">// namespace mshadow</span></div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span> <span class="comment">// include definition of dot engine</span></div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span> <span class="preprocessor">#include "<a class="code" href="dot__engine-inl_8h.html">./dot_engine-inl.h</a>"</span></div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span> </div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span> <span class="keyword">namespace </span><a class="code" href="namespacemshadow.html">mshadow</a> {</div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span> <span class="keyword">namespace </span>expr {</div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span> <span class="keyword">template</span><<span class="keyword">typename</span> SV, <span class="keyword">typename</span> RV, <span class="keyword">typename</span> E, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00437"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpComplexEngine.html"> 437</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpComplexEngine.html">ExpComplexEngine</a> {</div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> Eval(RV *dst, <span class="keyword">const</span> E &exp);</div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span> };</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span> <span class="keyword">template</span><<span class="keyword">typename</span> SV, <span class="keyword">typename</span> RV, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00442"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpEngine.html"> 442</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpEngine.html">ExpEngine</a> {</div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  <span class="keyword">template</span><<span class="keyword">typename</span> E></div><div class="line"><a name="l00444"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpEngine.html#a3b062e4fdaea220232e1d2bcb8719510"> 444</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1ExpEngine.html#a3b062e4fdaea220232e1d2bcb8719510">Eval</a>(RV *dst,</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<E, DType, type::kMapper></a> &exp) {</div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  MapExp<SV>(dst, exp);</div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  }</div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span>  <span class="keyword">template</span><<span class="keyword">typename</span> E></div><div class="line"><a name="l00449"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpEngine.html#ad6183967bc44b4a4ff349e954ba8f22e"> 449</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1ExpEngine.html#ad6183967bc44b4a4ff349e954ba8f22e">Eval</a>(RV *dst,</div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<E, DType, type::kChainer></a> &exp) {</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span>  MapExp<SV>(dst, exp);</div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>  }</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  <span class="keyword">template</span><<span class="keyword">typename</span> E></div><div class="line"><a name="l00454"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpEngine.html#af6f7c79c4cf4f325175cfee0d72185c7"> 454</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1ExpEngine.html#af6f7c79c4cf4f325175cfee0d72185c7">Eval</a>(RV *dst,</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<E, DType, type::kRValue></a> &exp) {</div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  MapExp<SV>(dst, exp);</div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>  }</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span>  <span class="keyword">template</span><<span class="keyword">typename</span> E></div><div class="line"><a name="l00459"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpEngine.html#af1573a39edc19be5287b14c90a75aa35"> 459</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1ExpEngine.html#af1573a39edc19be5287b14c90a75aa35">Eval</a>(RV *dst,</div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1Exp.html">Exp<E, DType, type::kComplex></a> &exp) {</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>  <a class="code" href="structmshadow_1_1expr_1_1ExpComplexEngine.html#afbff8e8d51238781faaa43790979efd8">ExpComplexEngine<SV, RV, E, DType>::Eval</a>(dst->ptrself(), exp.<a class="code" href="structmshadow_1_1expr_1_1Exp.html#a99e5454eca73df87ecf8b66d3b3470f5">self</a>());</div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span>  }</div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span> };</div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span> <span class="keyword">template</span><<span class="keyword">typename</span> SV, <span class="keyword">typename</span> Device, <span class="keywordtype">int</span> dim, <span class="keywordtype">int</span> ldim,</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span>  <span class="keywordtype">int</span> rdim, <span class="keywordtype">bool</span> ltrans, <span class="keywordtype">bool</span> rtrans, <span class="keyword">typename</span> DType></div><div class="line"><a name="l00466"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpComplexEngine_3_01SV_00_01Tensor_3_01Device_00_01dim_00_01DType_01_47b13e79d3de637ccc415ee1b719a03c4.html"> 466</a></span> <span class="keyword">struct </span><a class="code" href="structmshadow_1_1expr_1_1ExpComplexEngine.html">ExpComplexEngine</a><SV,</div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  <a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, dim, DType>,</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span>  <a class="code" href="structmshadow_1_1expr_1_1DotExp.html">DotExp</a><<a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, ldim, DType>,</div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  <a class="code" href="structmshadow_1_1Tensor.html">Tensor</a><Device, rdim, DType>,</div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  ltrans, rtrans, DType>,</div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span>  DType> {</div><div class="line"><a name="l00472"></a><span class="lineno"><a class="line" href="structmshadow_1_1expr_1_1ExpComplexEngine_3_01SV_00_01Tensor_3_01Device_00_01dim_00_01DType_01_47b13e79d3de637ccc415ee1b719a03c4.html#a58db52af2673c165ff27e15f997d1c3e"> 472</a></span>  <span class="keyword">inline</span> <span class="keyword">static</span> <span class="keywordtype">void</span> <a class="code" href="structmshadow_1_1expr_1_1ExpComplexEngine_3_01SV_00_01Tensor_3_01Device_00_01dim_00_01DType_01_47b13e79d3de637ccc415ee1b719a03c4.html#a58db52af2673c165ff27e15f997d1c3e">Eval</a>(<a class="code" href="structmshadow_1_1Tensor.html">Tensor<Device, dim, DType></a> *dst,</div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>  <span class="keyword">const</span> <a class="code" href="structmshadow_1_1expr_1_1DotExp.html">DotExp</a><<a class="code" href="structmshadow_1_1Tensor.html">Tensor<Device, ldim, DType></a>,</div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  <a class="code" href="structmshadow_1_1Tensor.html">Tensor<Device, rdim, DType></a>,</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>  ltrans, rtrans, DType> &exp) {</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span>  <a class="code" href="structmshadow_1_1expr_1_1DotEngine.html">DotEngine</a><SV, Device, dim, ldim, rdim,</div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  ltrans, rtrans, DType>::Eval(dst, exp.lhs_, exp.rhs_, exp.scale_);</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span>  }</div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span> };</div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span> } <span class="comment">// namespace expr</span></div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span> } <span class="comment">// namespace mshadow</span></div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span> <span class="preprocessor">#endif // MSHADOW_EXPR_ENGINE_INL_H_</span></div><div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4_html_a69650dfc960d02c11cf6545665f2ccfd"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html#a69650dfc960d02c11cf6545665f2ccfd">mshadow::expr::Plan< UnaryMapExp< OP, TA, DType, etype >, DType >::Plan</a></div><div class="ttdeci">Plan(const Plan< TA, DType > &src)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:142</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4_html_ae0ffb407a1dfe5803e425e1f68a25f7e"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_01_4.html#ae0ffb407a1dfe5803e425e1f68a25f7e">mshadow::expr::ShapeCheck< dim, UnaryMapExp< OP, TA, DType, etype > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const UnaryMapExp< OP, TA, DType, etype > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:391</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpEngine_html_af6f7c79c4cf4f325175cfee0d72185c7"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpEngine.html#af6f7c79c4cf4f325175cfee0d72185c7">mshadow::expr::ExpEngine::Eval</a></div><div class="ttdeci">static void Eval(RV *dst, const Exp< E, DType, type::kRValue > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:454</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4_html_ae15bdb7243c892ad370b6508226741aa"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01MakeTensorExp_3_01T_00_01SrcExp_00_01dim_00_01DType_01_4_01_4.html#ae15bdb7243c892ad370b6508226741aa">mshadow::expr::ShapeCheck< dim, MakeTensorExp< T, SrcExp, dim, DType > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const MakeTensorExp< T, SrcExp, dim, DType > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:385</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4_html_a63c9129e55093027b940b464bed28b65"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#a63c9129e55093027b940b464bed28b65">mshadow::expr::ShapeCheck< dim, Tensor< Device, dim, DType > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const Tensor< Device, dim, DType > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:378</div></div> |
| <div class="ttc" id="namespacemshadow_1_1expr_html_ac547eb1dceee713542019c2cc6da378b"><div class="ttname"><a href="namespacemshadow_1_1expr.html#ac547eb1dceee713542019c2cc6da378b">mshadow::expr::scalar</a></div><div class="ttdeci">ScalarExp< DType > scalar(DType s)</div><div class="ttdoc">create an scalar expression </div><div class="ttdef"><b>Definition:</b> expression.h:85</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4_html_a07c59cd514766f5555e94a2b3ef7b75b"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_01_4.html#a07c59cd514766f5555e94a2b3ef7b75b">mshadow::expr::ShapeCheck< dim, BinaryMapExp< OP, TA, TB, DType, etype > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const BinaryMapExp< OP, TA, TB, DType, etype > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:401</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_html"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan.html">mshadow::expr::Plan</a></div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:40</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4_html_ada90dfea5e43232b2e541a2e84cdccf5"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#ada90dfea5e43232b2e541a2e84cdccf5">mshadow::expr::Plan< Tensor< Device, 1, DType >, DType >::Plan</a></div><div class="ttdeci">Plan(const Tensor< Device, 1, DType > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:71</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypeCheckPass_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypeCheckPass.html">mshadow::expr::TypeCheckPass</a></div><div class="ttdoc">used to help static type check </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:312</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypeCheck_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypeCheck.html">mshadow::expr::TypeCheck</a></div><div class="ttdoc">template to do type check </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:300</div></div> |
| <div class="ttc" id="structmshadow_1_1Shape_html"><div class="ttname"><a href="structmshadow_1_1Shape.html">mshadow::Shape< dim ></a></div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1BinaryMapExp_html_a9afdad54a6a226b251fc4cd4ed92050f"><div class="ttname"><a href="structmshadow_1_1expr_1_1BinaryMapExp.html#a9afdad54a6a226b251fc4cd4ed92050f">mshadow::expr::BinaryMapExp::rhs_</a></div><div class="ttdeci">const TB & rhs_</div><div class="ttdoc">right operand </div><div class="ttdef"><b>Definition:</b> expression.h:321</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4_html_aeb0f49d673bbd0b9c9007be9cfc2e6ad"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#aeb0f49d673bbd0b9c9007be9cfc2e6ad">mshadow::expr::Plan< Tensor< Device, dim, DType >, DType >::Plan</a></div><div class="ttdeci">Plan(const Tensor< Device, dim, DType > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:52</div></div> |
| <div class="ttc" id="structmshadow_1_1Tensor_html_ad10c7414c5948e789e8761df2083c4e5"><div class="ttname"><a href="structmshadow_1_1Tensor.html#ad10c7414c5948e789e8761df2083c4e5">mshadow::Tensor::shape_</a></div><div class="ttdeci">Shape< dimension > shape_</div><div class="ttdoc">shape of the tensor </div><div class="ttdef"><b>Definition:</b> tensor.h:418</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TernaryMapExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1TernaryMapExp.html">mshadow::expr::TernaryMapExp</a></div><div class="ttdoc">ternary map expression </div><div class="ttdef"><b>Definition:</b> expression.h:261</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4_html_ac1c5ec0bdeaf6743b172535f2401914b"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#ac1c5ec0bdeaf6743b172535f2401914b">mshadow::expr::TypeCheckPass< true >::Error_All_Tensor_in_Exp_Must_Have_Same_Type</a></div><div class="ttdeci">static void Error_All_Tensor_in_Exp_Must_Have_Same_Type(void)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:318</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1BinaryMapExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1BinaryMapExp.html">mshadow::expr::BinaryMapExp</a></div><div class="ttdoc">binary map expression lhs [op] rhs </div><div class="ttdef"><b>Definition:</b> expression.h:316</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4_html_a8b64fa028762ea997886ed5f70d70cb4"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html#a8b64fa028762ea997886ed5f70d70cb4">mshadow::expr::Plan< ScalarExp< DType >, DType >::Plan</a></div><div class="ttdeci">Plan(DType scalar)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:86</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpComplexEngine_3_01SV_00_01Tensor_3_01Device_00_01dim_00_01DType_01_47b13e79d3de637ccc415ee1b719a03c4_html_a58db52af2673c165ff27e15f997d1c3e"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpComplexEngine_3_01SV_00_01Tensor_3_01Device_00_01dim_00_01DType_01_47b13e79d3de637ccc415ee1b719a03c4.html#a58db52af2673c165ff27e15f997d1c3e">mshadow::expr::ExpComplexEngine< SV, Tensor< Device, dim, DType >, DotExp< Tensor< Device, ldim, DType >, Tensor< Device, rdim, DType >, ltrans, rtrans, DType >, DType >::Eval</a></div><div class="ttdeci">static void Eval(Tensor< Device, dim, DType > *dst, const DotExp< Tensor< Device, ldim, DType >, Tensor< Device, rdim, DType >, ltrans, rtrans, DType > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:472</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4_html_aa71c29c78ff31d46782f82016633371b"><div class="ttname"><a href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html#aa71c29c78ff31d46782f82016633371b">mshadow::expr::Plan< MakeTensorExp< SubType, SrcExp, dim, DType >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:155</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpComplexEngine_html_afbff8e8d51238781faaa43790979efd8"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpComplexEngine.html#afbff8e8d51238781faaa43790979efd8">mshadow::expr::ExpComplexEngine::Eval</a></div><div class="ttdeci">static void Eval(RV *dst, const E &exp)</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1RValueExp_html"><div class="ttname"><a href="classmshadow_1_1expr_1_1RValueExp.html">mshadow::expr::RValueExp</a></div><div class="ttdoc">base class of all rvalues </div><div class="ttdef"><b>Definition:</b> expression.h:130</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1DotEngine_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1DotEngine.html">mshadow::expr::DotEngine</a></div><div class="ttdef"><b>Definition:</b> dot_engine-inl.h:52</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ScalarExp_html_a8c1e8ed3c405b3fc464861a47ab13a0a"><div class="ttname"><a href="structmshadow_1_1expr_1_1ScalarExp.html#a8c1e8ed3c405b3fc464861a47ab13a0a">mshadow::expr::ScalarExp::scalar_</a></div><div class="ttdeci">DType scalar_</div><div class="ttdoc">scalar value </div><div class="ttdef"><b>Definition:</b> expression.h:79</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4_html_a4f75f9636fa0bd72f52295744aeb6e63"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a4f75f9636fa0bd72f52295744aeb6e63">mshadow::expr::Plan< Tensor< Device, dim, DType >, DType >::REval</a></div><div class="ttdeci">MSHADOW_XINLINE DType & REval(index_t y, index_t x)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:55</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TransposeExp_html_a4dc0f3df318d1d4b21fb6630dae7edb9"><div class="ttname"><a href="structmshadow_1_1expr_1_1TransposeExp.html#a4dc0f3df318d1d4b21fb6630dae7edb9">mshadow::expr::TransposeExp::exp</a></div><div class="ttdeci">const EType & exp</div><div class="ttdoc">expression to be transposed </div><div class="ttdef"><b>Definition:</b> expression.h:116</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4_html_afccd6da1d20539fd342bbab7b0cb3763"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#afccd6da1d20539fd342bbab7b0cb3763">mshadow::expr::TypeCheckPass< true >::Error_TypeCheck_Not_Pass_For_Reduce_Exp</a></div><div class="ttdeci">static void Error_TypeCheck_Not_Pass_For_Reduce_Exp(void)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:319</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4_html_ad67d026edf53a4d3eb0c69167c542f69"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad67d026edf53a4d3eb0c69167c542f69">mshadow::expr::Plan< TernaryMapExp< OP, TA, TB, TC, DType, etype >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:115</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4_html_a66f7fb5714a38f7088acf42bb2ed0ab8"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a66f7fb5714a38f7088acf42bb2ed0ab8">mshadow::expr::Plan< Tensor< Device, dim, DType >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE const DType & Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:59</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_html_af44e6a3b97cf3b245bc1b7ad4cacb306"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck.html#af44e6a3b97cf3b245bc1b7ad4cacb306">mshadow::expr::ShapeCheck::Check</a></div><div class="ttdeci">static Shape< dim > Check(const E &t)</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpEngine_html_ad6183967bc44b4a4ff349e954ba8f22e"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpEngine.html#ad6183967bc44b4a4ff349e954ba8f22e">mshadow::expr::ExpEngine::Eval</a></div><div class="ttdeci">static void Eval(RV *dst, const Exp< E, DType, type::kChainer > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:449</div></div> |
| <div class="ttc" id="3rdparty_2mshadow_2mshadow_2base_8h_html_af205b8ab4d8733133d590df7d2639d69"><div class="ttname"><a href="3rdparty_2mshadow_2mshadow_2base_8h.html#af205b8ab4d8733133d590df7d2639d69">MSHADOW_XINLINE</a></div><div class="ttdeci">#define MSHADOW_XINLINE</div><div class="ttdef"><b>Definition:</b> base.h:204</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TernaryMapExp_html_a357cad3472616e53a72e8fdd789ae2be"><div class="ttname"><a href="structmshadow_1_1expr_1_1TernaryMapExp.html#a357cad3472616e53a72e8fdd789ae2be">mshadow::expr::TernaryMapExp::item2_</a></div><div class="ttdeci">const TB & item2_</div><div class="ttdoc">second operand </div><div class="ttdef"><b>Definition:</b> expression.h:266</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpInfo_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpInfo.html">mshadow::expr::ExpInfo</a></div><div class="ttdoc">static type inference template, used to get the dimension of each expression, if ExpInfo<E>::kDim == ...</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:244</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1StreamInfo_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1StreamInfo.html">mshadow::expr::StreamInfo</a></div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:327</div></div> |
| <div class="ttc" id="expression_8h_html"><div class="ttname"><a href="expression_8h.html">expression.h</a></div><div class="ttdoc">definitions of abstract expressions and expressions template </div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpEngine_html_af1573a39edc19be5287b14c90a75aa35"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpEngine.html#af1573a39edc19be5287b14c90a75aa35">mshadow::expr::ExpEngine::Eval</a></div><div class="ttdeci">static void Eval(RV *dst, const Exp< E, DType, type::kComplex > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:459</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4_html_aabf0f100efd69684dd8000fc41cb0c44"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_01_4.html#aabf0f100efd69684dd8000fc41cb0c44">mshadow::expr::ShapeCheck< dim, TernaryMapExp< OP, TA, TB, TC, DType, etype > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const TernaryMapExp< OP, TA, TB, TC, DType, etype > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:416</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4_html_a124e0623f60c53e33750cddffdaf0816"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypeCheckPass_3_01true_01_4.html#a124e0623f60c53e33750cddffdaf0816">mshadow::expr::TypeCheckPass< true >::Error_Expression_Does_Not_Meet_Dimension_Req</a></div><div class="ttdeci">static void Error_Expression_Does_Not_Meet_Dimension_Req(void)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:320</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4_html_a9de2ef795df679231849ae67bb9ad450"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#a9de2ef795df679231849ae67bb9ad450">mshadow::expr::Plan< Tensor< Device, 1, DType >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE const DType & Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:75</div></div> |
| <div class="ttc" id="namespacemshadow_html_adcbc2e1131386fccb1474b0bdf045926"><div class="ttname"><a href="namespacemshadow.html#adcbc2e1131386fccb1474b0bdf045926">mshadow::index_t</a></div><div class="ttdeci">int32_t index_t</div><div class="ttdoc">type that will be used for index </div><div class="ttdef"><b>Definition:</b> base.h:291</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4_html_ad0f5afcfa5fb9785a2aae263ff25e104"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html#ad0f5afcfa5fb9785a2aae263ff25e104">mshadow::expr::Plan< TransposeExp< EType, DType >, DType >::Plan</a></div><div class="ttdeci">Plan(const Plan< EType, DType > &src)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:166</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4_html_a819d5be1ecbb7b0bf0d4a7e44858417c"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_01_4.html#a819d5be1ecbb7b0bf0d4a7e44858417c">mshadow::expr::ShapeCheck< dim, TypecastExp< DstDType, SrcDType, EType, etype > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const TypecastExp< DstDType, SrcDType, EType, etype > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:363</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4_html_aa0ece20bab235c1753a1198fa3e08a7c"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01TernaryMapExp_3_01OP_00_01TA_00_01TB_00_01TC_00_01DType_00_01etype_01_4_00_01DType_01_4.html#aa0ece20bab235c1753a1198fa3e08a7c">mshadow::expr::Plan< TernaryMapExp< OP, TA, TB, TC, DType, etype >, DType >::Plan</a></div><div class="ttdeci">Plan(const Plan< TA, DType > &item1, const Plan< TB, DType > &item2, const Plan< TC, DType > &item3)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:112</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TernaryMapExp_html_a2c0e60dca07dc380daaf466bf3865d50"><div class="ttname"><a href="structmshadow_1_1expr_1_1TernaryMapExp.html#a2c0e60dca07dc380daaf466bf3865d50">mshadow::expr::TernaryMapExp::item1_</a></div><div class="ttdeci">const TA & item1_</div><div class="ttdoc">first operand </div><div class="ttdef"><b>Definition:</b> expression.h:264</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypecastExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypecastExp.html">mshadow::expr::TypecastExp</a></div><div class="ttdoc">typecast expression, cast the type of elements </div><div class="ttdef"><b>Definition:</b> expression.h:96</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01ScalarExp_3_01DType_01_4_01_4_html_a3949dc18e8f7726cd79b17cf7b066c0b"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01ScalarExp_3_01DType_01_4_01_4.html#a3949dc18e8f7726cd79b17cf7b066c0b">mshadow::expr::ShapeCheck< dim, ScalarExp< DType > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const ScalarExp< DType > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:351</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck.html">mshadow::expr::ShapeCheck</a></div><div class="ttdoc">runtime shape checking template get the shape of an expression, report error if shape mismatch ...</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:346</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4_html_ad1a58435b0e18fc3d15d6fa45c3a0592"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01UnaryMapExp_3_01OP_00_01TA_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad1a58435b0e18fc3d15d6fa45c3a0592">mshadow::expr::Plan< UnaryMapExp< OP, TA, DType, etype >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:143</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TransposeExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1TransposeExp.html">mshadow::expr::TransposeExp</a></div><div class="ttdoc">represent a transpose expression of a container </div><div class="ttdef"><b>Definition:</b> expression.h:113</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpComplexEngine_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpComplexEngine.html">mshadow::expr::ExpComplexEngine</a></div><div class="ttdoc">some engine that evaluate complex expression </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:437</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1UnaryMapExp_html_a2916051247ff9e5f1ff4c5020738d36c"><div class="ttname"><a href="structmshadow_1_1expr_1_1UnaryMapExp.html#a2916051247ff9e5f1ff4c5020738d36c">mshadow::expr::UnaryMapExp::src_</a></div><div class="ttdeci">const TA & src_</div><div class="ttdoc">source expression </div><div class="ttdef"><b>Definition:</b> expression.h:389</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4_html_a0f25b0bd265f0a735c94f6642ee3b4cc"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01TransposeExp_3_01EType_00_01DType_01_4_00_01DType_01_4.html#a0f25b0bd265f0a735c94f6642ee3b4cc">mshadow::expr::Plan< TransposeExp< EType, DType >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:167</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1UnaryMapExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1UnaryMapExp.html">mshadow::expr::UnaryMapExp</a></div><div class="ttdoc">unary map expression op(src) </div><div class="ttdef"><b>Definition:</b> expression.h:386</div></div> |
| <div class="ttc" id="structmshadow_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:206</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4_html_accaab28aa628f54ac62ffada3633c638"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html#accaab28aa628f54ac62ffada3633c638">mshadow::expr::Plan< TypecastExp< DstDType, SrcDType, EType, etype >, DstDType >::Plan</a></div><div class="ttdeci">Plan(const Plan< EType, SrcDType > &src)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:99</div></div> |
| <div class="ttc" id="structmshadow_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:77</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4_html_a751cb674678978c00c9578964c8e6602"><div class="ttname"><a href="structmshadow_1_1expr_1_1Plan_3_01MakeTensorExp_3_01SubType_00_01SrcExp_00_01dim_00_01DType_01_4_00_01DType_01_4.html#a751cb674678978c00c9578964c8e6602">mshadow::expr::Plan< MakeTensorExp< SubType, SrcExp, dim, DType >, DType >::Plan</a></div><div class="ttdeci">Plan(const Plan< SubType, DType > &src)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:154</div></div> |
| <div class="ttc" id="structmshadow_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:61</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4_html_ad9e05667f708297a54b5a768949f0b23"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01ScalarExp_3_01DType_01_4_00_01DType_01_4.html#ad9e05667f708297a54b5a768949f0b23">mshadow::expr::Plan< ScalarExp< DType >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:87</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TypecastExp_html_ab06a667c92d1e065532653024e603719"><div class="ttname"><a href="structmshadow_1_1expr_1_1TypecastExp.html#ab06a667c92d1e065532653024e603719">mshadow::expr::TypecastExp::exp</a></div><div class="ttdeci">const EType & exp</div><div class="ttdoc">expression to be typecasted </div><div class="ttdef"><b>Definition:</b> expression.h:100</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1Exp_html_a99e5454eca73df87ecf8b66d3b3470f5"><div class="ttname"><a href="structmshadow_1_1expr_1_1Exp.html#a99e5454eca73df87ecf8b66d3b3470f5">mshadow::expr::Exp< Container, DType, type::kRValue >::self</a></div><div class="ttdeci">const Container & self(void) const</div><div class="ttdef"><b>Definition:</b> expression.h:64</div></div> |
| <div class="ttc" id="namespacemshadow_1_1expr_html_aefd008a0bf012dc8fb99d9bbcca7a078"><div class="ttname"><a href="namespacemshadow_1_1expr.html#aefd008a0bf012dc8fb99d9bbcca7a078">mshadow::expr::MakePlan</a></div><div class="ttdeci">Plan< BinaryMapExp< OP, TA, TB, DType, etype >, DType > MakePlan(const BinaryMapExp< OP, TA, TB, DType, etype > &e)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:221</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1TernaryMapExp_html_af59015a8e257dc844f30cd57b864490f"><div class="ttname"><a href="structmshadow_1_1expr_1_1TernaryMapExp.html#af59015a8e257dc844f30cd57b864490f">mshadow::expr::TernaryMapExp::item3_</a></div><div class="ttdeci">const TC & item3_</div><div class="ttdoc">third operand </div><div class="ttdef"><b>Definition:</b> expression.h:268</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4_html_a24eb90beafe9254098602c95bac1f31f"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01TypecastExp_3_01DstDType_00_01SrcDType_00_01EType_00_01etype_01_4_00_01DstDType_01_4.html#a24eb90beafe9254098602c95bac1f31f">mshadow::expr::Plan< TypecastExp< DstDType, SrcDType, EType, etype >, DstDType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DstDType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:100</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1MakeTensorExp_html_afcfbebc2725cb110ea6a6a427e81aca7"><div class="ttname"><a href="structmshadow_1_1expr_1_1MakeTensorExp.html#afcfbebc2725cb110ea6a6a427e81aca7">mshadow::expr::MakeTensorExp::real_self</a></div><div class="ttdeci">const SubType & real_self(void) const </div><div class="ttdoc">true self of subtype </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:31</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4_html_ad581f6f82316c917416c94a71892915d"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html#ad581f6f82316c917416c94a71892915d">mshadow::expr::Plan< BinaryMapExp< OP, TA, TB, DType, etype >, DType >::Eval</a></div><div class="ttdeci">MSHADOW_XINLINE DType Eval(index_t y, index_t x) const </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:130</div></div> |
| <div class="ttc" id="structmshadow_1_1Tensor_3_01Device_00_011_00_01DType_01_4_html"><div class="ttname"><a href="structmshadow_1_1Tensor_3_01Device_00_011_00_01DType_01_4.html">mshadow::Tensor< Device, 1, DType ></a></div><div class="ttdef"><b>Definition:</b> tensor.h:550</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1MakeTensorExp_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1MakeTensorExp.html">mshadow::expr::MakeTensorExp</a></div><div class="ttdoc">a general class that allows extension that makes tensors of some shape </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:25</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1BinaryMapExp_html_ae4d3d912e56bbad508abeeed4743c38c"><div class="ttname"><a href="structmshadow_1_1expr_1_1BinaryMapExp.html#ae4d3d912e56bbad508abeeed4743c38c">mshadow::expr::BinaryMapExp::lhs_</a></div><div class="ttdeci">const TA & lhs_</div><div class="ttdoc">left operand </div><div class="ttdef"><b>Definition:</b> expression.h:319</div></div> |
| <div class="ttc" id="namespacemshadow_html"><div class="ttname"><a href="namespacemshadow.html">mshadow</a></div><div class="ttdoc">namespace for mshadow </div><div class="ttdef"><b>Definition:</b> base.h:282</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TransposeExp_3_01E_00_01DType_01_4_01_4_html_a931e8bed16b4deac3abe9b7482f523ca"><div class="ttname"><a href="structmshadow_1_1expr_1_1ShapeCheck_3_01dim_00_01TransposeExp_3_01E_00_01DType_01_4_01_4.html#a931e8bed16b4deac3abe9b7482f523ca">mshadow::expr::ShapeCheck< dim, TransposeExp< E, DType > >::Check</a></div><div class="ttdeci">static Shape< dim > Check(const TransposeExp< E, DType > &e)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:369</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpEngine_html"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpEngine.html">mshadow::expr::ExpEngine</a></div><div class="ttdoc">the engine that dispatches simple operations </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:442</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1MakeTensorExp_html_a2a2f9b6b828035ea38bfb8620db42a82"><div class="ttname"><a href="structmshadow_1_1expr_1_1MakeTensorExp.html#a2a2f9b6b828035ea38bfb8620db42a82">mshadow::expr::MakeTensorExp::shape_</a></div><div class="ttdeci">Shape< dim > shape_</div><div class="ttdoc">the shape of this expression </div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:29</div></div> |
| <div class="ttc" id="structmshadow_1_1Tensor_html"><div class="ttname"><a href="structmshadow_1_1Tensor.html">mshadow::Tensor</a></div><div class="ttdoc">general tensor </div><div class="ttdef"><b>Definition:</b> tensor.h:402</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1ExpEngine_html_a3b062e4fdaea220232e1d2bcb8719510"><div class="ttname"><a href="structmshadow_1_1expr_1_1ExpEngine.html#a3b062e4fdaea220232e1d2bcb8719510">mshadow::expr::ExpEngine::Eval</a></div><div class="ttdeci">static void Eval(RV *dst, const Exp< E, DType, type::kMapper > &exp)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:444</div></div> |
| <div class="ttc" id="structmshadow_1_1Tensor_html_a485d1558eaa9eded0b8fd23ed82c6298"><div class="ttname"><a href="structmshadow_1_1Tensor.html#a485d1558eaa9eded0b8fd23ed82c6298">mshadow::Tensor::stream_</a></div><div class="ttdeci">Stream< Device > * stream_</div><div class="ttdoc">stream where the computation lies stream is a device dependency concept where each computation ...</div><div class="ttdef"><b>Definition:</b> tensor.h:428</div></div> |
| <div class="ttc" id="dot__engine-inl_8h_html"><div class="ttname"><a href="dot__engine-inl_8h.html">dot_engine-inl.h</a></div><div class="ttdoc">definitions of how Matrix Multiplications can be evaluated </div></div> |
| <div class="ttc" id="mshadow_2mshadow_2tensor_8h_html"><div class="ttname"><a href="mshadow_2mshadow_2tensor_8h.html">tensor.h</a></div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4_html_a85d8288ec7f2617a6be89b3fa249214b"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01BinaryMapExp_3_01OP_00_01TA_00_01TB_00_01DType_00_01etype_01_4_00_01DType_01_4.html#a85d8288ec7f2617a6be89b3fa249214b">mshadow::expr::Plan< BinaryMapExp< OP, TA, TB, DType, etype >, DType >::Plan</a></div><div class="ttdeci">Plan(const Plan< TA, DType > &lhs, const Plan< TB, DType > &rhs)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:128</div></div> |
| <div class="ttc" id="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4_html_afe9ba87f4cff0550c3542bf55c1027b0"><div class="ttname"><a href="classmshadow_1_1expr_1_1Plan_3_01Tensor_3_01Device_00_011_00_01DType_01_4_00_01DType_01_4.html#afe9ba87f4cff0550c3542bf55c1027b0">mshadow::expr::Plan< Tensor< Device, 1, DType >, DType >::REval</a></div><div class="ttdeci">MSHADOW_XINLINE DType & REval(index_t y, index_t x)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:72</div></div> |
| <div class="ttc" id="structmshadow_1_1expr_1_1StreamInfo_3_01Device_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4_html_af74ffb7a3d90671bc2f42b0623074c88"><div class="ttname"><a href="structmshadow_1_1expr_1_1StreamInfo_3_01Device_00_01Tensor_3_01Device_00_01dim_00_01DType_01_4_01_4.html#af74ffb7a3d90671bc2f42b0623074c88">mshadow::expr::StreamInfo< Device, Tensor< Device, dim, DType > >::Get</a></div><div class="ttdeci">static Stream< Device > * Get(const Tensor< Device, dim, DType > &t)</div><div class="ttdef"><b>Definition:</b> expr_engine-inl.h:332</div></div> |
| <div class="ttc" id="structmshadow_1_1Stream_html"><div class="ttname"><a href="structmshadow_1_1Stream.html">mshadow::Stream</a></div><div class="ttdoc">computaion stream structure, used for asynchronous computations </div><div class="ttdef"><b>Definition:</b> tensor.h:365</div></div> |
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