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Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]39 &#160;<span id="projectnumber">24.05</span>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]40 </div>
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96<div class="title">Debug.cpp</div> </div>
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98<div class="contents">
99<a href="_debug_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>&#160;<span class="comment">//</span></div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]100<div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment">// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.</span></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]101<div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment">// SPDX-License-Identifier: MIT</span></div>
102<div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment">//</span></div>
103<div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160; </div>
104<div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="_debug_8hpp.html">Debug.hpp</a>&quot;</span></div>
105<div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="preprocessor">#include &lt;common/include/ProfilingGuid.hpp&gt;</span></div>
106<div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_filesystem_8hpp.html">armnnUtils/Filesystem.hpp</a>&gt;</span></div>
107<div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160; </div>
108<div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_b_float16_8hpp.html">BFloat16.hpp</a>&gt;</span></div>
109<div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="_half_8hpp.html">Half.hpp</a>&gt;</span></div>
110<div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160; </div>
111<div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div>
112<div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="preprocessor">#include &lt;iostream&gt;</span></div>
113<div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="preprocessor">#include &lt;iosfwd&gt;</span></div>
114<div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="preprocessor">#include &lt;fstream&gt;</span></div>
115<div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="preprocessor">#include &lt;sys/stat.h&gt;</span></div>
116<div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160; </div>
117<div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;<span class="keyword">namespace </span><a class="code" href="namespacearmnn.html">armnn</a></div>
118<div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;{</div>
119<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160; </div>
120<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div>
121<div class="line"><a name="l00023"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a2b942b6b36b2f6df709b544e01bbdbb0"> 23</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a2b942b6b36b2f6df709b544e01bbdbb0">PrintOutput</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a>&amp; inputInfo,</div>
122<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; <span class="keyword">const</span> T* inputData,</div>
123<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
124<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
125<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
126<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; std::ostream&amp; os)</div>
127<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;{</div>
128<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numDims = inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a157e27d41e9f6b21f0d3c025fa47dc24">GetNumDimensions</a>();</div>
129<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; <span class="keyword">const</span> <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> numElements = inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a8846406ac37fbd2204f0be16ee05d5b7">GetNumElements</a>();</div>
130<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; <span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_shape.html">TensorShape</a>&amp; inputShape = inputInfo.<a class="code" href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">GetShape</a>();</div>
131<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; </div>
132<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; std::vector&lt;unsigned int&gt; strides(numDims, 0);</div>
133<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; strides[numDims - 1] = inputShape[numDims - 1];</div>
134<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; </div>
135<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 2; i &lt;= numDims; i++)</div>
136<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; {</div>
137<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; strides[numDims - i] = strides[numDims - i + 1] * inputShape[numDims - i];</div>
138<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; }</div>
139<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160; </div>
140<div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;{ &quot;</span>;</div>
141<div class="line"><a name="l00043"></a><span class="lineno"> 43</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;layerGuid\&quot;: &quot;</span> &lt;&lt; guid &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div>
142<div class="line"><a name="l00044"></a><span class="lineno"> 44</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;layerName\&quot;: \&quot;&quot;</span> &lt;&lt; layerName &lt;&lt; <span class="stringliteral">&quot;\&quot;, &quot;</span>;</div>
143<div class="line"><a name="l00045"></a><span class="lineno"> 45</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;outputSlot\&quot;: &quot;</span> &lt;&lt; slotIndex &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div>
144<div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;shape\&quot;: &quot;</span>;</div>
145<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; </div>
146<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;[&quot;</span>;</div>
147<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; numDims; i++)</div>
148<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; {</div>
149<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; os &lt;&lt; inputShape[i];</div>
150<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; <span class="keywordflow">if</span> (i != numDims - 1)</div>
151<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; {</div>
152<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div>
153<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; }</div>
154<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; }</div>
155<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;], &quot;</span>;</div>
156<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; </div>
157<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;min\&quot;: &quot;</span></div>
158<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; &lt;&lt; <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(*std::min_element(inputData, inputData + numElements)) &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div>
159<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; </div>
160<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;max\&quot;: &quot;</span></div>
161<div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160; &lt;&lt; <span class="keyword">static_cast&lt;</span><span class="keywordtype">float</span><span class="keyword">&gt;</span>(*std::max_element(inputData, inputData + numElements)) &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div>
162<div class="line"><a name="l00064"></a><span class="lineno"> 64</span>&#160; </div>
163<div class="line"><a name="l00065"></a><span class="lineno"> 65</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;\&quot;data\&quot;: &quot;</span>;</div>
164<div class="line"><a name="l00066"></a><span class="lineno"> 66</span>&#160; </div>
165<div class="line"><a name="l00067"></a><span class="lineno"> 67</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> i = 0; i &lt; numElements; i++)</div>
166<div class="line"><a name="l00068"></a><span class="lineno"> 68</span>&#160; {</div>
167<div class="line"><a name="l00069"></a><span class="lineno"> 69</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> j = 0; j &lt; numDims; j++)</div>
168<div class="line"><a name="l00070"></a><span class="lineno"> 70</span>&#160; {</div>
169<div class="line"><a name="l00071"></a><span class="lineno"> 71</span>&#160; <span class="keywordflow">if</span> (i % strides[j] == 0)</div>
170<div class="line"><a name="l00072"></a><span class="lineno"> 72</span>&#160; {</div>
171<div class="line"><a name="l00073"></a><span class="lineno"> 73</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;[&quot;</span>;</div>
172<div class="line"><a name="l00074"></a><span class="lineno"> 74</span>&#160; }</div>
173<div class="line"><a name="l00075"></a><span class="lineno"> 75</span>&#160; }</div>
174<div class="line"><a name="l00076"></a><span class="lineno"> 76</span>&#160; </div>
175<div class="line"><a name="l00077"></a><span class="lineno"> 77</span>&#160; os &lt;&lt; static_cast&lt;float&gt;(inputData[i]);</div>
176<div class="line"><a name="l00078"></a><span class="lineno"> 78</span>&#160; </div>
177<div class="line"><a name="l00079"></a><span class="lineno"> 79</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> j = 0; j &lt; numDims; j++)</div>
178<div class="line"><a name="l00080"></a><span class="lineno"> 80</span>&#160; {</div>
179<div class="line"><a name="l00081"></a><span class="lineno"> 81</span>&#160; <span class="keywordflow">if</span> ((i + 1) % strides[j] == 0)</div>
180<div class="line"><a name="l00082"></a><span class="lineno"> 82</span>&#160; {</div>
181<div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;]&quot;</span>;</div>
182<div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; }</div>
183<div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; }</div>
184<div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; </div>
185<div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; <span class="keywordflow">if</span> (i != numElements - 1)</div>
186<div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; {</div>
187<div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; os &lt;&lt; <span class="stringliteral">&quot;, &quot;</span>;</div>
188<div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; }</div>
189<div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; }</div>
190<div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160; </div>
191<div class="line"><a name="l00093"></a><span class="lineno"> 93</span>&#160; os &lt;&lt; <span class="stringliteral">&quot; }&quot;</span> &lt;&lt; std::endl;</div>
192<div class="line"><a name="l00094"></a><span class="lineno"> 94</span>&#160;}</div>
193<div class="line"><a name="l00095"></a><span class="lineno"> 95</span>&#160; </div>
194<div class="line"><a name="l00096"></a><span class="lineno"> 96</span>&#160;<span class="keyword">template</span>&lt;<span class="keyword">typename</span> T&gt;</div>
195<div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="namespacearmnn.html#a181ecb133401da6ff2916c192ca04d48"> 97</a></span>&#160;<span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a181ecb133401da6ff2916c192ca04d48">Debug</a>(<span class="keyword">const</span> <a class="code" href="classarmnn_1_1_tensor_info.html">TensorInfo</a>&amp; inputInfo,</div>
196<div class="line"><a name="l00098"></a><span class="lineno"> 98</span>&#160; <span class="keyword">const</span> T* inputData,</div>
197<div class="line"><a name="l00099"></a><span class="lineno"> 99</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
198<div class="line"><a name="l00100"></a><span class="lineno"> 100</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
199<div class="line"><a name="l00101"></a><span class="lineno"> 101</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
200<div class="line"><a name="l00102"></a><span class="lineno"> 102</span>&#160; <span class="keywordtype">bool</span> outputsToFile)</div>
201<div class="line"><a name="l00103"></a><span class="lineno"> 103</span>&#160;{</div>
202<div class="line"><a name="l00104"></a><span class="lineno"> 104</span>&#160; <span class="keywordflow">if</span> (outputsToFile)</div>
203<div class="line"><a name="l00105"></a><span class="lineno"> 105</span>&#160; {</div>
204<div class="line"><a name="l00106"></a><span class="lineno"> 106</span>&#160;<span class="preprocessor">#if !defined(ARMNN_DISABLE_FILESYSTEM)</span></div>
205<div class="line"><a name="l00107"></a><span class="lineno"> 107</span>&#160; fs::path tmpDir = fs::temp_directory_path();</div>
206<div class="line"><a name="l00108"></a><span class="lineno"> 108</span>&#160; std::ofstream out(tmpDir.generic_string() + <span class="stringliteral">&quot;/ArmNNIntermediateLayerOutputs/&quot;</span> + layerName + <span class="stringliteral">&quot;.numpy&quot;</span>);</div>
207<div class="line"><a name="l00109"></a><span class="lineno"> 109</span>&#160; PrintOutput&lt;T&gt;(inputInfo, inputData, guid, layerName, slotIndex, out);</div>
208<div class="line"><a name="l00110"></a><span class="lineno"> 110</span>&#160; out.close();</div>
209<div class="line"><a name="l00111"></a><span class="lineno"> 111</span>&#160;<span class="preprocessor">#endif</span></div>
210<div class="line"><a name="l00112"></a><span class="lineno"> 112</span>&#160; }</div>
211<div class="line"><a name="l00113"></a><span class="lineno"> 113</span>&#160; <span class="keywordflow">else</span></div>
212<div class="line"><a name="l00114"></a><span class="lineno"> 114</span>&#160; {</div>
213<div class="line"><a name="l00115"></a><span class="lineno"> 115</span>&#160; PrintOutput&lt;T&gt;(inputInfo, inputData, guid, layerName, slotIndex, std::cout);</div>
214<div class="line"><a name="l00116"></a><span class="lineno"> 116</span>&#160; }</div>
215<div class="line"><a name="l00117"></a><span class="lineno"> 117</span>&#160;}</div>
216<div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160; </div>
217<div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#acea0491173b09308ca626ea65e70e1d8">Debug&lt;BFloat16&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
218<div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; <span class="keyword">const</span> BFloat16* inputData,</div>
219<div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
220<div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
221<div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
222<div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
223<div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; </div>
224<div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a4dbfaabd2d65dc91bc8bd4d0b5e1ed07">Debug&lt;Half&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
225<div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">Half</a>* inputData,</div>
226<div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
227<div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
228<div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
229<div class="line"><a name="l00131"></a><span class="lineno"> 131</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
230<div class="line"><a name="l00132"></a><span class="lineno"> 132</span>&#160; </div>
231<div class="line"><a name="l00133"></a><span class="lineno"> 133</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#af34b15ddc0dcee095162820e88d84808">Debug&lt;float&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
232<div class="line"><a name="l00134"></a><span class="lineno"> 134</span>&#160; <span class="keyword">const</span> <span class="keywordtype">float</span>* inputData,</div>
233<div class="line"><a name="l00135"></a><span class="lineno"> 135</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
234<div class="line"><a name="l00136"></a><span class="lineno"> 136</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
235<div class="line"><a name="l00137"></a><span class="lineno"> 137</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
236<div class="line"><a name="l00138"></a><span class="lineno"> 138</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
237<div class="line"><a name="l00139"></a><span class="lineno"> 139</span>&#160; </div>
238<div class="line"><a name="l00140"></a><span class="lineno"> 140</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#af5cd3e7fcb637ffad7644cdd2e19a8ae">Debug&lt;uint8_t&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
239<div class="line"><a name="l00141"></a><span class="lineno"> 141</span>&#160; <span class="keyword">const</span> uint8_t* inputData,</div>
240<div class="line"><a name="l00142"></a><span class="lineno"> 142</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
241<div class="line"><a name="l00143"></a><span class="lineno"> 143</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
242<div class="line"><a name="l00144"></a><span class="lineno"> 144</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
243<div class="line"><a name="l00145"></a><span class="lineno"> 145</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
244<div class="line"><a name="l00146"></a><span class="lineno"> 146</span>&#160; </div>
245<div class="line"><a name="l00147"></a><span class="lineno"> 147</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a31a77914be2a7b9d8c6d22036df869d8">Debug&lt;int8_t&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
246<div class="line"><a name="l00148"></a><span class="lineno"> 148</span>&#160; <span class="keyword">const</span> int8_t* inputData,</div>
247<div class="line"><a name="l00149"></a><span class="lineno"> 149</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
248<div class="line"><a name="l00150"></a><span class="lineno"> 150</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
249<div class="line"><a name="l00151"></a><span class="lineno"> 151</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
250<div class="line"><a name="l00152"></a><span class="lineno"> 152</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
251<div class="line"><a name="l00153"></a><span class="lineno"> 153</span>&#160; </div>
252<div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a62669f61a81677f5ca4b1f21bb7d45d8">Debug&lt;int16_t&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
253<div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; <span class="keyword">const</span> int16_t* inputData,</div>
254<div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
255<div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
256<div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
257<div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
258<div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; </div>
259<div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a77e5a9b94927bee9c48010efd2dec2b0">Debug&lt;int32_t&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
260<div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; <span class="keyword">const</span> int32_t* inputData,</div>
261<div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
262<div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
263<div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
264<div class="line"><a name="l00166"></a><span class="lineno"> 166</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
265<div class="line"><a name="l00167"></a><span class="lineno"> 167</span>&#160; </div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]266<div class="line"><a name="l00168"></a><span class="lineno"> 168</span>&#160;<span class="keyword">template</span> <span class="keywordtype">void</span> <a class="code" href="namespacearmnn.html#a43a27d876cf8cab5f5d45163a05908e9">Debug&lt;int64_t&gt;</a>(<span class="keyword">const</span> TensorInfo&amp; inputInfo,</div>
267<div class="line"><a name="l00169"></a><span class="lineno"> 169</span>&#160; <span class="keyword">const</span> int64_t* inputData,</div>
268<div class="line"><a name="l00170"></a><span class="lineno"> 170</span>&#160; <a class="code" href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a> guid,</div>
269<div class="line"><a name="l00171"></a><span class="lineno"> 171</span>&#160; <span class="keyword">const</span> std::string&amp; layerName,</div>
270<div class="line"><a name="l00172"></a><span class="lineno"> 172</span>&#160; <span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> slotIndex,</div>
271<div class="line"><a name="l00173"></a><span class="lineno"> 173</span>&#160; <span class="keywordtype">bool</span> outputsToFile);</div>
272<div class="line"><a name="l00174"></a><span class="lineno"> 174</span>&#160; </div>
273<div class="line"><a name="l00175"></a><span class="lineno"> 175</span>&#160;} <span class="comment">// namespace armnn</span></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]274</div><!-- fragment --></div><!-- contents -->
275</div><!-- doc-content -->
Nikhil Raj38b600d2024-02-15 15:02:19 +0000[diff] [blame]276<div class="ttc" id="aclassarmnn_1_1_tensor_info_html_a8846406ac37fbd2204f0be16ee05d5b7"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a8846406ac37fbd2204f0be16ee05d5b7">armnn::TensorInfo::GetNumElements</a></div><div class="ttdeci">unsigned int GetNumElements() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00198">Tensor.hpp:198</a></div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]277<div class="ttc" id="anamespacearmnn_html_a2b942b6b36b2f6df709b544e01bbdbb0"><div class="ttname"><a href="namespacearmnn.html#a2b942b6b36b2f6df709b544e01bbdbb0">armnn::PrintOutput</a></div><div class="ttdeci">void PrintOutput(const TensorInfo &amp;inputInfo, const T *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, std::ostream &amp;os)</div><div class="ttdef"><b>Definition:</b> <a href="_debug_8cpp_source.html#l00023">Debug.cpp:23</a></div></div>
278<div class="ttc" id="aclassarmnn_1_1_tensor_info_html"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html">armnn::TensorInfo</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00152">Tensor.hpp:152</a></div></div>
Nikhil Raj38b600d2024-02-15 15:02:19 +0000[diff] [blame]279<div class="ttc" id="aclassarmnn_1_1_tensor_info_html_a157e27d41e9f6b21f0d3c025fa47dc24"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a157e27d41e9f6b21f0d3c025fa47dc24">armnn::TensorInfo::GetNumDimensions</a></div><div class="ttdeci">unsigned int GetNumDimensions() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00197">Tensor.hpp:197</a></div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]280<div class="ttc" id="anamespacearmnn_html_af34b15ddc0dcee095162820e88d84808"><div class="ttname"><a href="namespacearmnn.html#af34b15ddc0dcee095162820e88d84808">armnn::Debug&lt; float &gt;</a></div><div class="ttdeci">template void Debug&lt; float &gt;(const TensorInfo &amp;inputInfo, const float *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
281<div class="ttc" id="anamespacearmnn_html_a0b49aa352b84d572942185ce72cef751"><div class="ttname"><a href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">armnn::Half</a></div><div class="ttdeci">half_float::half Half</div><div class="ttdef"><b>Definition:</b> <a href="_half_8hpp_source.html#l00022">Half.hpp:22</a></div></div>
282<div class="ttc" id="a_debug_8hpp_html"><div class="ttname"><a href="_debug_8hpp.html">Debug.hpp</a></div></div>
283<div class="ttc" id="aclassarmnn_1_1_tensor_shape_html"><div class="ttname"><a href="classarmnn_1_1_tensor_shape.html">armnn::TensorShape</a></div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00020">Tensor.hpp:20</a></div></div>
284<div class="ttc" id="anamespacearmnn_html_a77e5a9b94927bee9c48010efd2dec2b0"><div class="ttname"><a href="namespacearmnn.html#a77e5a9b94927bee9c48010efd2dec2b0">armnn::Debug&lt; int32_t &gt;</a></div><div class="ttdeci">template void Debug&lt; int32_t &gt;(const TensorInfo &amp;inputInfo, const int32_t *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
285<div class="ttc" id="anamespacearmnn_html_a31a77914be2a7b9d8c6d22036df869d8"><div class="ttname"><a href="namespacearmnn.html#a31a77914be2a7b9d8c6d22036df869d8">armnn::Debug&lt; int8_t &gt;</a></div><div class="ttdeci">template void Debug&lt; int8_t &gt;(const TensorInfo &amp;inputInfo, const int8_t *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
286<div class="ttc" id="a_filesystem_8hpp_html"><div class="ttname"><a href="_filesystem_8hpp.html">Filesystem.hpp</a></div></div>
287<div class="ttc" id="anamespacearmnn_html_acea0491173b09308ca626ea65e70e1d8"><div class="ttname"><a href="namespacearmnn.html#acea0491173b09308ca626ea65e70e1d8">armnn::Debug&lt; BFloat16 &gt;</a></div><div class="ttdeci">template void Debug&lt; BFloat16 &gt;(const TensorInfo &amp;inputInfo, const BFloat16 *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
288<div class="ttc" id="anamespacearmnn_html_a4dbfaabd2d65dc91bc8bd4d0b5e1ed07"><div class="ttname"><a href="namespacearmnn.html#a4dbfaabd2d65dc91bc8bd4d0b5e1ed07">armnn::Debug&lt; Half &gt;</a></div><div class="ttdeci">template void Debug&lt; Half &gt;(const TensorInfo &amp;inputInfo, const Half *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
289<div class="ttc" id="a_types_8hpp_html_af22094b802160f09f7c89ad9eee10084"><div class="ttname"><a href="_types_8hpp.html#af22094b802160f09f7c89ad9eee10084">LayerGuid</a></div><div class="ttdeci">arm::pipe::ProfilingGuid LayerGuid</div><div class="ttdoc">Define LayerGuid type.</div><div class="ttdef"><b>Definition:</b> <a href="_types_8hpp_source.html#l00026">Types.hpp:26</a></div></div>
290<div class="ttc" id="a_half_8hpp_html"><div class="ttname"><a href="_half_8hpp.html">Half.hpp</a></div></div>
291<div class="ttc" id="anamespacearmnn_html_a181ecb133401da6ff2916c192ca04d48"><div class="ttname"><a href="namespacearmnn.html#a181ecb133401da6ff2916c192ca04d48">armnn::Debug</a></div><div class="ttdeci">void Debug(const TensorInfo &amp;inputInfo, const T *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div><div class="ttdef"><b>Definition:</b> <a href="_debug_8cpp_source.html#l00097">Debug.cpp:97</a></div></div>
Nikhil Raj38b600d2024-02-15 15:02:19 +0000[diff] [blame]292<div class="ttc" id="aclassarmnn_1_1_tensor_info_html_a8b5d0f8a24e9d9238f412260a552acf8"><div class="ttname"><a href="classarmnn_1_1_tensor_info.html#a8b5d0f8a24e9d9238f412260a552acf8">armnn::TensorInfo::GetShape</a></div><div class="ttdeci">const TensorShape &amp; GetShape() const</div><div class="ttdef"><b>Definition:</b> <a href="_tensor_8hpp_source.html#l00193">Tensor.hpp:193</a></div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]293<div class="ttc" id="anamespacearmnn_html"><div class="ttname"><a href="namespacearmnn.html">armnn</a></div><div class="ttdoc">Copyright (c) 2021 ARM Limited and Contributors.</div><div class="ttdef"><b>Definition:</b> <a href="01__00__quick__start_8dox_source.html#l00006">01_00_quick_start.dox:6</a></div></div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]294<div class="ttc" id="anamespacearmnn_html_a43a27d876cf8cab5f5d45163a05908e9"><div class="ttname"><a href="namespacearmnn.html#a43a27d876cf8cab5f5d45163a05908e9">armnn::Debug&lt; int64_t &gt;</a></div><div class="ttdeci">template void Debug&lt; int64_t &gt;(const TensorInfo &amp;inputInfo, const int64_t *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]295<div class="ttc" id="anamespacearmnn_html_a62669f61a81677f5ca4b1f21bb7d45d8"><div class="ttname"><a href="namespacearmnn.html#a62669f61a81677f5ca4b1f21bb7d45d8">armnn::Debug&lt; int16_t &gt;</a></div><div class="ttdeci">template void Debug&lt; int16_t &gt;(const TensorInfo &amp;inputInfo, const int16_t *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
296<div class="ttc" id="a_b_float16_8hpp_html"><div class="ttname"><a href="_b_float16_8hpp.html">BFloat16.hpp</a></div></div>
297<div class="ttc" id="anamespacearmnn_html_af5cd3e7fcb637ffad7644cdd2e19a8ae"><div class="ttname"><a href="namespacearmnn.html#af5cd3e7fcb637ffad7644cdd2e19a8ae">armnn::Debug&lt; uint8_t &gt;</a></div><div class="ttdeci">template void Debug&lt; uint8_t &gt;(const TensorInfo &amp;inputInfo, const uint8_t *inputData, LayerGuid guid, const std::string &amp;layerName, unsigned int slotIndex, bool outputsToFile)</div></div>
298<!-- start footer part -->
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300 <ul>
301 <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_0f3cdec46afbc61a1ded8e1687c9c9a0.html">backends</a></li><li class="navelem"><a class="el" href="dir_efae4012d0e357ebeaba7d02491d70e5.html">reference</a></li><li class="navelem"><a class="el" href="dir_d2f3b8e2e64df3181ebe92efcc0a3012.html">workloads</a></li><li class="navelem"><a class="el" href="_debug_8cpp.html">Debug.cpp</a></li>
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]302 <li class="footer">Generated on Thu May 16 2024 09:31:48 for Arm NN by
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