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| <div class="title">ElementwiseFunction.cpp</div> </div> |
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| <a href="_elementwise_function_8cpp.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <span class="comment">// Copyright © 2017-2021,2023 Arm Ltd and Contributors. All rights reserved.</span></div> |
| <div class="line"><a name="l00003"></a><span class="lineno"> 3</span> <span class="comment">// SPDX-License-Identifier: MIT</span></div> |
| <div class="line"><a name="l00004"></a><span class="lineno"> 4</span> <span class="comment">//</span></div> |
| <div class="line"><a name="l00005"></a><span class="lineno"> 5</span>  </div> |
| <div class="line"><a name="l00006"></a><span class="lineno"> 6</span> <span class="preprocessor">#include "<a class="code" href="_elementwise_function_8hpp.html">ElementwiseFunction.hpp</a>"</span></div> |
| <div class="line"><a name="l00007"></a><span class="lineno"> 7</span> <span class="preprocessor">#include "<a class="code" href="_broadcast_8hpp.html">Broadcast.hpp</a>"</span></div> |
| <div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <span class="preprocessor">#include "<a class="code" href="_minimum_8hpp.html">Minimum.hpp</a>"</span></div> |
| <div class="line"><a name="l00009"></a><span class="lineno"> 9</span> <span class="preprocessor">#include "<a class="code" href="_maximum_8hpp.html">Maximum.hpp</a>"</span></div> |
| <div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <span class="preprocessor">#include "<a class="code" href="_abs_8hpp.html">Abs.hpp</a>"</span></div> |
| <div class="line"><a name="l00011"></a><span class="lineno"> 11</span> <span class="preprocessor">#include "<a class="code" href="_ceil_8hpp.html">Ceil.hpp</a>"</span></div> |
| <div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <span class="preprocessor">#include "<a class="code" href="_exp_8hpp.html">Exp.hpp</a>"</span></div> |
| <div class="line"><a name="l00013"></a><span class="lineno"> 13</span> <span class="preprocessor">#include "<a class="code" href="_log_8hpp.html">Log.hpp</a>"</span></div> |
| <div class="line"><a name="l00014"></a><span class="lineno"> 14</span> <span class="preprocessor">#include "<a class="code" href="_rsqrt_8hpp.html">Rsqrt.hpp</a>"</span></div> |
| <div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <span class="preprocessor">#include "<a class="code" href="_sin_8hpp.html">Sin.hpp</a>"</span></div> |
| <div class="line"><a name="l00016"></a><span class="lineno"> 16</span> <span class="preprocessor">#include "<a class="code" href="_sqrt_8hpp.html">Sqrt.hpp</a>"</span></div> |
| <div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="preprocessor">#include "<a class="code" href="_power_8hpp.html">Power.hpp</a>"</span></div> |
| <div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="preprocessor">#include "<a class="code" href="_squared_difference_8hpp.html">SquaredDifference.hpp</a>"</span></div> |
| <div class="line"><a name="l00019"></a><span class="lineno"> 19</span>  </div> |
| <div class="line"><a name="l00020"></a><span class="lineno"> 20</span>  </div> |
| <div class="line"><a name="l00021"></a><span class="lineno"> 21</span> <span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div> |
| <div class="line"><a name="l00022"></a><span class="lineno"> 22</span> {</div> |
| <div class="line"><a name="l00023"></a><span class="lineno"> 23</span>  </div> |
| <div class="line"><a name="l00024"></a><span class="lineno"> 24</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Functor></div> |
| <div class="line"><a name="l00025"></a><span class="lineno"><a class="line" href="structarmnn_1_1_elementwise_binary_function.html#a12cf00d4ad8e7a82d40b10878fd91507"> 25</a></span> <a class="code" href="structarmnn_1_1_elementwise_binary_function.html#a12cf00d4ad8e7a82d40b10878fd91507">ElementwiseBinaryFunction<Functor>::ElementwiseBinaryFunction</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape0,</div> |
| <div class="line"><a name="l00026"></a><span class="lineno"> 26</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape1,</div> |
| <div class="line"><a name="l00027"></a><span class="lineno"> 27</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& outShape,</div> |
| <div class="line"><a name="l00028"></a><span class="lineno"> 28</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData0,</div> |
| <div class="line"><a name="l00029"></a><span class="lineno"> 29</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData1,</div> |
| <div class="line"><a name="l00030"></a><span class="lineno"> 30</span>  <a class="code" href="classarmnn_1_1_encoder.html">Encoder<OutType></a>& outData)</div> |
| <div class="line"><a name="l00031"></a><span class="lineno"> 31</span> {</div> |
| <div class="line"><a name="l00032"></a><span class="lineno"> 32</span>  <a class="code" href="structarmnn_1_1_broadcast_loop.html">BroadcastLoop</a>(inShape0, inShape1, outShape).<a class="code" href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">Unroll</a>(Functor(), 0, inData0, inData1, outData);</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="keyword">template</span> <<span class="keyword">typename</span> Functor></div> |
| <div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="structarmnn_1_1_elementwise_unary_function.html#a6cada5f35c3f1c582a2c8587ddf2b6c6"> 36</a></span> <a class="code" href="structarmnn_1_1_elementwise_unary_function.html#a6cada5f35c3f1c582a2c8587ddf2b6c6">ElementwiseUnaryFunction<Functor>::ElementwiseUnaryFunction</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape,</div> |
| <div class="line"><a name="l00037"></a><span class="lineno"> 37</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& outShape,</div> |
| <div class="line"><a name="l00038"></a><span class="lineno"> 38</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData,</div> |
| <div class="line"><a name="l00039"></a><span class="lineno"> 39</span>  <a class="code" href="classarmnn_1_1_encoder.html">Encoder<OutType></a>& outData)</div> |
| <div class="line"><a name="l00040"></a><span class="lineno"> 40</span> {</div> |
| <div class="line"><a name="l00041"></a><span class="lineno"> 41</span>  <a class="code" href="structarmnn_1_1_broadcast_loop.html">BroadcastLoop</a>(inShape, outShape).<a class="code" href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">Unroll</a>(Functor(), 0, inData, outData);</div> |
| <div class="line"><a name="l00042"></a><span class="lineno"> 42</span> }</div> |
| <div class="line"><a name="l00043"></a><span class="lineno"> 43</span>  </div> |
| <div class="line"><a name="l00044"></a><span class="lineno"> 44</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Functor></div> |
| <div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="structarmnn_1_1_logical_binary_function.html#a1fe1e5953d737b0d996687eacebc2614"> 45</a></span> <a class="code" href="structarmnn_1_1_logical_binary_function.html#a1fe1e5953d737b0d996687eacebc2614">LogicalBinaryFunction<Functor>::LogicalBinaryFunction</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape0,</div> |
| <div class="line"><a name="l00046"></a><span class="lineno"> 46</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape1,</div> |
| <div class="line"><a name="l00047"></a><span class="lineno"> 47</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& outShape,</div> |
| <div class="line"><a name="l00048"></a><span class="lineno"> 48</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData0,</div> |
| <div class="line"><a name="l00049"></a><span class="lineno"> 49</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData1,</div> |
| <div class="line"><a name="l00050"></a><span class="lineno"> 50</span>  <a class="code" href="classarmnn_1_1_encoder.html">Encoder<OutType></a>& outData)</div> |
| <div class="line"><a name="l00051"></a><span class="lineno"> 51</span> {</div> |
| <div class="line"><a name="l00052"></a><span class="lineno"> 52</span>  <a class="code" href="structarmnn_1_1_broadcast_loop.html">BroadcastLoop</a>(inShape0, inShape1, outShape).<a class="code" href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">Unroll</a>(Functor(), 0, inData0, inData1, outData);</div> |
| <div class="line"><a name="l00053"></a><span class="lineno"> 53</span> }</div> |
| <div class="line"><a name="l00054"></a><span class="lineno"> 54</span>  </div> |
| <div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">template</span> <<span class="keyword">typename</span> Functor></div> |
| <div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="structarmnn_1_1_logical_unary_function.html#aa159c0aa6d1b9a6aedc8d9b30944898c"> 56</a></span> <a class="code" href="structarmnn_1_1_logical_unary_function.html#aa159c0aa6d1b9a6aedc8d9b30944898c">LogicalUnaryFunction<Functor>::LogicalUnaryFunction</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& inShape,</div> |
| <div class="line"><a name="l00057"></a><span class="lineno"> 57</span>  <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>& outShape,</div> |
| <div class="line"><a name="l00058"></a><span class="lineno"> 58</span>  <a class="code" href="classarmnn_1_1_decoder.html">Decoder<InType></a>& inData,</div> |
| <div class="line"><a name="l00059"></a><span class="lineno"> 59</span>  <a class="code" href="classarmnn_1_1_encoder.html">Encoder<OutType></a>& outData)</div> |
| <div class="line"><a name="l00060"></a><span class="lineno"> 60</span> {</div> |
| <div class="line"><a name="l00061"></a><span class="lineno"> 61</span>  <a class="code" href="structarmnn_1_1_broadcast_loop.html">BroadcastLoop</a>(inShape, outShape).<a class="code" href="structarmnn_1_1_broadcast_loop.html#ae9f47e12d6c2265d33fed54e88cf179f">Unroll</a>(Functor(), 0, inData, outData);</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>  </div> |
| <div class="line"><a name="l00064"></a><span class="lineno"> 64</span> } <span class="comment">//namespace armnn</span></div> |
| <div class="line"><a name="l00065"></a><span class="lineno"> 65</span>  </div> |
| <div class="line"><a name="l00066"></a><span class="lineno"> 66</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::plus<float></a>>;</div> |
| <div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::minus<float></a>>;</div> |
| <div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::multiplies<float></a>>;</div> |
| <div class="line"><a name="l00069"></a><span class="lineno"> 69</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::divides<float></a>>;</div> |
| <div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::maximum<float></a>>;</div> |
| <div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::minimum<float></a>>;</div> |
| <div class="line"><a name="l00072"></a><span class="lineno"> 72</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::power<float></a>>;</div> |
| <div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::squaredDifference<float></a>>;</div> |
| <div class="line"><a name="l00074"></a><span class="lineno"> 74</span>  </div> |
| <div class="line"><a name="l00075"></a><span class="lineno"> 75</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::plus<int32_t></a>>;</div> |
| <div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::minus<int32_t></a>>;</div> |
| <div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::multiplies<int32_t></a>>;</div> |
| <div class="line"><a name="l00078"></a><span class="lineno"> 78</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::divides<int32_t></a>>;</div> |
| <div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::maximum<int32_t></a>>;</div> |
| <div class="line"><a name="l00080"></a><span class="lineno"> 80</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::minimum<int32_t></a>>;</div> |
| <div class="line"><a name="l00081"></a><span class="lineno"> 81</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::power<int32_t></a>>;</div> |
| <div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<armnn::squaredDifference<int32_t></a>>;</div> |
| <div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  </div> |
| <div class="line"><a name="l00084"></a><span class="lineno"> 84</span> <span class="comment">// Comparison</span></div> |
| <div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::equal_to<float></a>>;</div> |
| <div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::greater<float></a>>;</div> |
| <div class="line"><a name="l00087"></a><span class="lineno"> 87</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::greater_equal<float></a>>;</div> |
| <div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::less<float></a>>;</div> |
| <div class="line"><a name="l00089"></a><span class="lineno"> 89</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::less_equal<float></a>>;</div> |
| <div class="line"><a name="l00090"></a><span class="lineno"> 90</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_binary_function.html">armnn::ElementwiseBinaryFunction<std::not_equal_to<float></a>>;</div> |
| <div class="line"><a name="l00091"></a><span class="lineno"> 91</span>  </div> |
| <div class="line"><a name="l00092"></a><span class="lineno"> 92</span> <span class="comment">// Unary</span></div> |
| <div class="line"><a name="l00093"></a><span class="lineno"> 93</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::abs<float></a>>;</div> |
| <div class="line"><a name="l00094"></a><span class="lineno"> 94</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::ceil<float></a>>;</div> |
| <div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::exp<float></a>>;</div> |
| <div class="line"><a name="l00096"></a><span class="lineno"> 96</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::log<float></a>>;</div> |
| <div class="line"><a name="l00097"></a><span class="lineno"> 97</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<std::negate<float></a>>;</div> |
| <div class="line"><a name="l00098"></a><span class="lineno"> 98</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::rsqrt<float></a>>;</div> |
| <div class="line"><a name="l00099"></a><span class="lineno"> 99</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::sin<float></a>>;</div> |
| <div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_elementwise_unary_function.html">armnn::ElementwiseUnaryFunction<armnn::sqrt<float></a>>;</div> |
| <div class="line"><a name="l00101"></a><span class="lineno"> 101</span>  </div> |
| <div class="line"><a name="l00102"></a><span class="lineno"> 102</span> <span class="comment">// Logical Unary</span></div> |
| <div class="line"><a name="l00103"></a><span class="lineno"> 103</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_logical_unary_function.html">armnn::LogicalUnaryFunction<std::logical_not<bool></a>>;</div> |
| <div class="line"><a name="l00104"></a><span class="lineno"> 104</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_logical_binary_function.html">armnn::LogicalBinaryFunction<std::logical_and<bool></a>>;</div> |
| <div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="keyword">template</span> <span class="keyword">struct </span><a class="code" href="structarmnn_1_1_logical_binary_function.html">armnn::LogicalBinaryFunction<std::logical_or<bool></a>>;</div> |
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