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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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94<div class="header">
95 <div class="summary">
96<a href="#pub-static-methods">Static Public Member Functions</a> &#124;
97<a href="classarmnn_utils_1_1_floating_point_converter-members.html">List of all members</a> </div>
98 <div class="headertitle">
99<div class="title">FloatingPointConverter Class Reference</div> </div>
100</div><!--header-->
101<div class="contents">
102
103<p><code>#include &lt;<a class="el" href="_floating_point_converter_8hpp_source.html">FloatingPointConverter.hpp</a>&gt;</code></p>
104<table class="memberdecls">
105<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-static-methods"></a>
106Static Public Member Functions</h2></td></tr>
107<tr class="memitem:af0fdbfb53596052d571cb73899f9da2b"><td class="memItemLeft" align="right" valign="top">static void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_utils_1_1_floating_point_converter.html#af0fdbfb53596052d571cb73899f9da2b">ConvertFloat32To16</a> (const float *srcFloat32Buffer, size_t numElements, void *dstFloat16Buffer)</td></tr>
108<tr class="memdesc:af0fdbfb53596052d571cb73899f9da2b"><td class="mdescLeft">&#160;</td><td class="mdescRight">Converts a buffer of FP32 values to FP16, and stores in the given dstFloat16Buffer. <a href="classarmnn_utils_1_1_floating_point_converter.html#af0fdbfb53596052d571cb73899f9da2b">More...</a><br /></td></tr>
109<tr class="separator:af0fdbfb53596052d571cb73899f9da2b"><td class="memSeparator" colspan="2">&#160;</td></tr>
110<tr class="memitem:ac1f1568f02163a68906a0030e0ba9871"><td class="memItemLeft" align="right" valign="top">static void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_utils_1_1_floating_point_converter.html#ac1f1568f02163a68906a0030e0ba9871">ConvertFloat16To32</a> (const void *srcFloat16Buffer, size_t numElements, float *dstFloat32Buffer)</td></tr>
111<tr class="separator:ac1f1568f02163a68906a0030e0ba9871"><td class="memSeparator" colspan="2">&#160;</td></tr>
112<tr class="memitem:a33e468bc160c2b83f049424104c0f420"><td class="memItemLeft" align="right" valign="top">static void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_utils_1_1_floating_point_converter.html#a33e468bc160c2b83f049424104c0f420">ConvertFloat32ToBFloat16</a> (const float *srcFloat32Buffer, size_t numElements, void *dstBFloat16Buffer)</td></tr>
113<tr class="separator:a33e468bc160c2b83f049424104c0f420"><td class="memSeparator" colspan="2">&#160;</td></tr>
114<tr class="memitem:a762e047d7c3baf6acd77b775b3aac70d"><td class="memItemLeft" align="right" valign="top">static void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarmnn_utils_1_1_floating_point_converter.html#a762e047d7c3baf6acd77b775b3aac70d">ConvertBFloat16ToFloat32</a> (const void *srcBFloat16Buffer, size_t numElements, float *dstFloat32Buffer)</td></tr>
115<tr class="separator:a762e047d7c3baf6acd77b775b3aac70d"><td class="memSeparator" colspan="2">&#160;</td></tr>
116</table>
117<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
118<div class="textblock">
119<p class="definition">Definition at line <a class="el" href="_floating_point_converter_8hpp_source.html#l00013">13</a> of file <a class="el" href="_floating_point_converter_8hpp_source.html">FloatingPointConverter.hpp</a>.</p>
120</div><h2 class="groupheader">Member Function Documentation</h2>
121<a id="a762e047d7c3baf6acd77b775b3aac70d"></a>
122<h2 class="memtitle"><span class="permalink"><a href="#a762e047d7c3baf6acd77b775b3aac70d">&#9670;&nbsp;</a></span>ConvertBFloat16ToFloat32()</h2>
123
124<div class="memitem">
125<div class="memproto">
126<table class="mlabels">
127 <tr>
128 <td class="mlabels-left">
129 <table class="memname">
130 <tr>
131 <td class="memname">static void ConvertBFloat16ToFloat32 </td>
132 <td>(</td>
133 <td class="paramtype">const void *&#160;</td>
134 <td class="paramname"><em>srcBFloat16Buffer</em>, </td>
135 </tr>
136 <tr>
137 <td class="paramkey"></td>
138 <td></td>
139 <td class="paramtype">size_t&#160;</td>
140 <td class="paramname"><em>numElements</em>, </td>
141 </tr>
142 <tr>
143 <td class="paramkey"></td>
144 <td></td>
145 <td class="paramtype">float *&#160;</td>
146 <td class="paramname"><em>dstFloat32Buffer</em>&#160;</td>
147 </tr>
148 <tr>
149 <td></td>
150 <td>)</td>
151 <td></td><td></td>
152 </tr>
153 </table>
154 </td>
155 <td class="mlabels-right">
156<span class="mlabels"><span class="mlabel">static</span></span> </td>
157 </tr>
158</table>
159</div><div class="memdoc">
160
161</div>
162</div>
163<a id="ac1f1568f02163a68906a0030e0ba9871"></a>
164<h2 class="memtitle"><span class="permalink"><a href="#ac1f1568f02163a68906a0030e0ba9871">&#9670;&nbsp;</a></span>ConvertFloat16To32()</h2>
165
166<div class="memitem">
167<div class="memproto">
168<table class="mlabels">
169 <tr>
170 <td class="mlabels-left">
171 <table class="memname">
172 <tr>
173 <td class="memname">void ConvertFloat16To32 </td>
174 <td>(</td>
175 <td class="paramtype">const void *&#160;</td>
176 <td class="paramname"><em>srcFloat16Buffer</em>, </td>
177 </tr>
178 <tr>
179 <td class="paramkey"></td>
180 <td></td>
181 <td class="paramtype">size_t&#160;</td>
182 <td class="paramname"><em>numElements</em>, </td>
183 </tr>
184 <tr>
185 <td class="paramkey"></td>
186 <td></td>
187 <td class="paramtype">float *&#160;</td>
188 <td class="paramname"><em>dstFloat32Buffer</em>&#160;</td>
189 </tr>
190 <tr>
191 <td></td>
192 <td>)</td>
193 <td></td><td></td>
194 </tr>
195 </table>
196 </td>
197 <td class="mlabels-right">
198<span class="mlabels"><span class="mlabel">static</span></span> </td>
199 </tr>
200</table>
201</div><div class="memdoc">
202
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]203<p class="definition">Definition at line <a class="el" href="_floating_point_converter_8cpp_source.html#l00043">43</a> of file <a class="el" href="_floating_point_converter_8cpp_source.html">FloatingPointConverter.cpp</a>.</p>
204<div class="fragment"><div class="line"><a name="l00046"></a><span class="lineno"> 46</span>&#160;{</div>
205<div class="line"><a name="l00047"></a><span class="lineno"> 47</span>&#160; <span class="keywordflow">if</span> (srcFloat16Buffer == <span class="keyword">nullptr</span>)</div>
206<div class="line"><a name="l00048"></a><span class="lineno"> 48</span>&#160; {</div>
207<div class="line"><a name="l00049"></a><span class="lineno"> 49</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a>(<span class="stringliteral">&quot;ConvertFloat16To32: source float16 buffer pointer is null&quot;</span>);</div>
208<div class="line"><a name="l00050"></a><span class="lineno"> 50</span>&#160; }</div>
209<div class="line"><a name="l00051"></a><span class="lineno"> 51</span>&#160; <span class="keywordflow">if</span> (dstFloat32Buffer == <span class="keyword">nullptr</span>)</div>
210<div class="line"><a name="l00052"></a><span class="lineno"> 52</span>&#160; {</div>
211<div class="line"><a name="l00053"></a><span class="lineno"> 53</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a>(<span class="stringliteral">&quot;ConvertFloat16To32: destination float32 buffer pointer is null&quot;</span>);</div>
212<div class="line"><a name="l00054"></a><span class="lineno"> 54</span>&#160; }</div>
213<div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; </div>
214<div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <span class="keyword">const</span> <a class="code" href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">armnn::Half</a>* pHalf = <span class="keyword">static_cast&lt;</span><span class="keyword">const </span><a class="code" href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">armnn::Half</a>*<span class="keyword">&gt;</span>(srcFloat16Buffer);</div>
215<div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160; </div>
216<div class="line"><a name="l00058"></a><span class="lineno"> 58</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; numElements; i++)</div>
217<div class="line"><a name="l00059"></a><span class="lineno"> 59</span>&#160; {</div>
218<div class="line"><a name="l00060"></a><span class="lineno"> 60</span>&#160; dstFloat32Buffer[i] = pHalf[i];</div>
219<div class="line"><a name="l00061"></a><span class="lineno"> 61</span>&#160; }</div>
220<div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;}</div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]221</div><!-- fragment -->
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]222<p class="reference">Referenced by <a class="el" href="_network_8cpp_source.html#l00844">armnn::AttemptBackendAssignment()</a>, <a class="el" href="_base_iterator_8hpp_source.html#l00262">Float16Decoder::DecodeTensor()</a>, <a class="el" href="_neon_convert_fp16_to_fp32_workload_8cpp_source.html#l00051">NeonConvertFp16ToFp32Workload::Execute()</a>, <a class="el" href="_convert_constants_8hpp_source.html#l00023">Float16ToFloat32::Func()</a>, <a class="el" href="_base_iterator_8hpp_source.html#l00256">Float16Decoder::Get()</a>, and <a class="el" href="_base_iterator_8hpp_source.html#l00596">Float16Encoder::Get()</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]223
224</div>
225</div>
226<a id="af0fdbfb53596052d571cb73899f9da2b"></a>
227<h2 class="memtitle"><span class="permalink"><a href="#af0fdbfb53596052d571cb73899f9da2b">&#9670;&nbsp;</a></span>ConvertFloat32To16()</h2>
228
229<div class="memitem">
230<div class="memproto">
231<table class="mlabels">
232 <tr>
233 <td class="mlabels-left">
234 <table class="memname">
235 <tr>
236 <td class="memname">void ConvertFloat32To16 </td>
237 <td>(</td>
238 <td class="paramtype">const float *&#160;</td>
239 <td class="paramname"><em>srcFloat32Buffer</em>, </td>
240 </tr>
241 <tr>
242 <td class="paramkey"></td>
243 <td></td>
244 <td class="paramtype">size_t&#160;</td>
245 <td class="paramname"><em>numElements</em>, </td>
246 </tr>
247 <tr>
248 <td class="paramkey"></td>
249 <td></td>
250 <td class="paramtype">void *&#160;</td>
251 <td class="paramname"><em>dstFloat16Buffer</em>&#160;</td>
252 </tr>
253 <tr>
254 <td></td>
255 <td>)</td>
256 <td></td><td></td>
257 </tr>
258 </table>
259 </td>
260 <td class="mlabels-right">
261<span class="mlabels"><span class="mlabel">static</span></span> </td>
262 </tr>
263</table>
264</div><div class="memdoc">
265
266<p>Converts a buffer of FP32 values to FP16, and stores in the given dstFloat16Buffer. </p>
267<p>dstFloat16Buffer should be (numElements * 2) in size </p>
268
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]269<p class="definition">Definition at line <a class="el" href="_floating_point_converter_8cpp_source.html#l00017">17</a> of file <a class="el" href="_floating_point_converter_8cpp_source.html">FloatingPointConverter.cpp</a>.</p>
270<div class="fragment"><div class="line"><a name="l00020"></a><span class="lineno"> 20</span>&#160;{</div>
271<div class="line"><a name="l00021"></a><span class="lineno"> 21</span>&#160; <span class="keywordflow">if</span> (srcFloat32Buffer == <span class="keyword">nullptr</span>)</div>
272<div class="line"><a name="l00022"></a><span class="lineno"> 22</span>&#160; {</div>
273<div class="line"><a name="l00023"></a><span class="lineno"> 23</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a>(<span class="stringliteral">&quot;ConvertFloat32To16: source float32 buffer pointer is null&quot;</span>);</div>
274<div class="line"><a name="l00024"></a><span class="lineno"> 24</span>&#160; }</div>
275<div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160; <span class="keywordflow">if</span> (dstFloat16Buffer == <span class="keyword">nullptr</span>)</div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]276<div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160; {</div>
Nikhil Raj6f92c8e2023-11-22 11:41:15 +0000[diff] [blame]277<div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160; <span class="keywordflow">throw</span> <a class="code" href="classarmnn_1_1_invalid_argument_exception.html">armnn::InvalidArgumentException</a>(<span class="stringliteral">&quot;ConvertFloat32To16: destination float16 buffer pointer is null&quot;</span>);</div>
278<div class="line"><a name="l00028"></a><span class="lineno"> 28</span>&#160; }</div>
279<div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160; </div>
280<div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160; <a class="code" href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">armnn::Half</a>* pHalf = <span class="keyword">static_cast&lt;</span><a class="code" href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">armnn::Half</a>*<span class="keyword">&gt;</span>(dstFloat16Buffer);</div>
281<div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160; </div>
282<div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160; <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i &lt; numElements; i++)</div>
283<div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160; {</div>
284<div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160; pHalf[i] = <a class="code" href="namespacearmnn.html#a0b49aa352b84d572942185ce72cef751">armnn::Half</a>(srcFloat32Buffer[i]);</div>
285<div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160; <span class="keywordflow">if</span> (isinf(pHalf[i]))</div>
286<div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160; {</div>
287<div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160; <span class="comment">// If the value of converted Fp16 is infinity, round to the closest finite Fp16 value.</span></div>
288<div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160; pHalf[i] = copysign(std::numeric_limits&lt;armnn::Half&gt;::max(), pHalf[i]);</div>
289<div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160; }</div>
290<div class="line"><a name="l00040"></a><span class="lineno"> 40</span>&#160; }</div>
291<div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;}</div>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]292</div><!-- fragment -->
Nikhil Raj1dc83fe2024-05-16 09:47:51 +0100[diff] [blame]293<p class="reference">Referenced by <a class="el" href="_neon_convert_fp32_to_fp16_workload_8cpp_source.html#l00053">NeonConvertFp32ToFp16Workload::Execute()</a>, <a class="el" href="_convert_constants_8hpp_source.html#l00044">Float32ToFloat16::Func()</a>, and <a class="el" href="_base_iterator_8hpp_source.html#l00591">Float16Encoder::Set()</a>.</p>
Nikhil Raj03c7ff32023-08-22 12:00:04 +0100[diff] [blame]294
295</div>
296</div>
297<a id="a33e468bc160c2b83f049424104c0f420"></a>
298<h2 class="memtitle"><span class="permalink"><a href="#a33e468bc160c2b83f049424104c0f420">&#9670;&nbsp;</a></span>ConvertFloat32ToBFloat16()</h2>
299
300<div class="memitem">
301<div class="memproto">
302<table class="mlabels">
303 <tr>
304 <td class="mlabels-left">
305 <table class="memname">
306 <tr>
307 <td class="memname">static void ConvertFloat32ToBFloat16 </td>
308 <td>(</td>
309 <td class="paramtype">const float *&#160;</td>
310 <td class="paramname"><em>srcFloat32Buffer</em>, </td>
311 </tr>
312 <tr>
313 <td class="paramkey"></td>
314 <td></td>
315 <td class="paramtype">size_t&#160;</td>
316 <td class="paramname"><em>numElements</em>, </td>
317 </tr>
318 <tr>
319 <td class="paramkey"></td>
320 <td></td>
321 <td class="paramtype">void *&#160;</td>
322 <td class="paramname"><em>dstBFloat16Buffer</em>&#160;</td>
323 </tr>
324 <tr>
325 <td></td>
326 <td>)</td>
327 <td></td><td></td>
328 </tr>
329 </table>
330 </td>
331 <td class="mlabels-right">
332<span class="mlabels"><span class="mlabel">static</span></span> </td>
333 </tr>
334</table>
335</div><div class="memdoc">
336
337</div>
338</div>
339<hr/>The documentation for this class was generated from the following files:<ul>
340<li>include/armnnUtils/<a class="el" href="_floating_point_converter_8hpp_source.html">FloatingPointConverter.hpp</a></li>
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