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  116. <table class="memberdecls">
    117. 

  117. <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
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  118. Functions</h2></td></tr>
    119. 

  119. <tr class="memitem:a35a57ea2ae587628c8cc32fdb6e455d1"><td class="memItemLeft" align="right" valign="top">q7_t *&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__mat__mult__s8_8c.html#a35a57ea2ae587628c8cc32fdb6e455d1">arm_nn_mat_mult_s8</a> (const q7_t *input_row, const q7_t *input_col, const uint16_t output_ch, const uint16_t col_batches, const int32_t *output_shift, const int32_t *output_mult, const int32_t out_offset, const int32_t col_offset, const int32_t row_offset, const int16_t activation_min, const int16_t activation_max, const uint16_t row_len, const int32_t *const bias, q7_t *out)</td></tr>
    120. 

  120. <tr class="memdesc:a35a57ea2ae587628c8cc32fdb6e455d1"><td class="mdescLeft">&#160;</td><td class="mdescRight">General Matrix-multiplication function with per-channel requantization.  <a href="#a35a57ea2ae587628c8cc32fdb6e455d1">More...</a><br/></td></tr>
    121. 

  121. <tr class="separator:a35a57ea2ae587628c8cc32fdb6e455d1"><td class="memSeparator" colspan="2">&#160;</td></tr>
    122. 

  122. </table>
    123. 

  123. <h2 class="groupheader">Function Documentation</h2>
    124. 

  124. <a class="anchor" id="a35a57ea2ae587628c8cc32fdb6e455d1"></a>
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  125. <div class="memitem">
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  126. <div class="memproto">
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  127.       <table class="memname">
    128. 

  128.         <tr>
    129. 

  129.           <td class="memname">q7_t* arm_nn_mat_mult_s8 </td>
    130. 

  130.           <td>(</td>
    131. 

  131.           <td class="paramtype">const q7_t *&#160;</td>
    132. 

  132.           <td class="paramname"><em>input_row</em>, </td>
    133. 

  133.         </tr>
    134. 

  134.         <tr>
    135. 

  135.           <td class="paramkey"></td>
    136. 

  136.           <td></td>
    137. 

  137.           <td class="paramtype">const q7_t *&#160;</td>
    138. 

  138.           <td class="paramname"><em>input_col</em>, </td>
    139. 

  139.         </tr>
    140. 

  140.         <tr>
    141. 

  141.           <td class="paramkey"></td>
    142. 

  142.           <td></td>
    143. 

  143.           <td class="paramtype">const uint16_t&#160;</td>
    144. 

  144.           <td class="paramname"><em>output_ch</em>, </td>
    145. 

  145.         </tr>
    146. 

  146.         <tr>
    147. 

  147.           <td class="paramkey"></td>
    148. 

  148.           <td></td>
    149. 

  149.           <td class="paramtype">const uint16_t&#160;</td>
    150. 

  150.           <td class="paramname"><em>col_batches</em>, </td>
    151. 

  151.         </tr>
    152. 

  152.         <tr>
    153. 

  153.           <td class="paramkey"></td>
    154. 

  154.           <td></td>
    155. 

  155.           <td class="paramtype">const int32_t *&#160;</td>
    156. 

  156.           <td class="paramname"><em>output_shift</em>, </td>
    157. 

  157.         </tr>
    158. 

  158.         <tr>
    159. 

  159.           <td class="paramkey"></td>
    160. 

  160.           <td></td>
    161. 

  161.           <td class="paramtype">const int32_t *&#160;</td>
    162. 

  162.           <td class="paramname"><em>output_mult</em>, </td>
    163. 

  163.         </tr>
    164. 

  164.         <tr>
    165. 

  165.           <td class="paramkey"></td>
    166. 

  166.           <td></td>
    167. 

  167.           <td class="paramtype">const int32_t&#160;</td>
    168. 

  168.           <td class="paramname"><em>out_offset</em>, </td>
    169. 

  169.         </tr>
    170. 

  170.         <tr>
    171. 

  171.           <td class="paramkey"></td>
    172. 

  172.           <td></td>
    173. 

  173.           <td class="paramtype">const int32_t&#160;</td>
    174. 

  174.           <td class="paramname"><em>col_offset</em>, </td>
    175. 

  175.         </tr>
    176. 

  176.         <tr>
    177. 

  177.           <td class="paramkey"></td>
    178. 

  178.           <td></td>
    179. 

  179.           <td class="paramtype">const int32_t&#160;</td>
    180. 

  180.           <td class="paramname"><em>row_offset</em>, </td>
    181. 

  181.         </tr>
    182. 

  182.         <tr>
    183. 

  183.           <td class="paramkey"></td>
    184. 

  184.           <td></td>
    185. 

  185.           <td class="paramtype">const int16_t&#160;</td>
    186. 

  186.           <td class="paramname"><em>out_activation_min</em>, </td>
    187. 

  187.         </tr>
    188. 

  188.         <tr>
    189. 

  189.           <td class="paramkey"></td>
    190. 

  190.           <td></td>
    191. 

  191.           <td class="paramtype">const int16_t&#160;</td>
    192. 

  192.           <td class="paramname"><em>out_activation_max</em>, </td>
    193. 

  193.         </tr>
    194. 

  194.         <tr>
    195. 

  195.           <td class="paramkey"></td>
    196. 

  196.           <td></td>
    197. 

  197.           <td class="paramtype">const uint16_t&#160;</td>
    198. 

  198.           <td class="paramname"><em>row_len</em>, </td>
    199. 

  199.         </tr>
    200. 

  200.         <tr>
    201. 

  201.           <td class="paramkey"></td>
    202. 

  202.           <td></td>
    203. 

  203.           <td class="paramtype">const int32_t *const&#160;</td>
    204. 

  204.           <td class="paramname"><em>bias</em>, </td>
    205. 

  205.         </tr>
    206. 

  206.         <tr>
    207. 

  207.           <td class="paramkey"></td>
    208. 

  208.           <td></td>
    209. 

  209.           <td class="paramtype">q7_t *&#160;</td>
    210. 

  210.           <td class="paramname"><em>out</em>&#160;</td>
    211. 

  211.         </tr>
    212. 

  212.         <tr>
    213. 

  213.           <td></td>
    214. 

  214.           <td>)</td>
    215. 

  215.           <td></td><td></td>
    216. 

  216.         </tr>
    217. 

  217.       </table>
    218. 

  218. </div><div class="memdoc">
    219. 

  219. <dl class="params"><dt>Parameters</dt><dd>
    220. 

  220.   <table class="params">
    221. 

  221.     <tr><td class="paramdir">[in]</td><td class="paramname">input_row</td><td>pointer to row operand </td></tr>
    222. 

  222.     <tr><td class="paramdir">[in]</td><td class="paramname">input_col</td><td>pointer to col operand </td></tr>
    223. 

  223.     <tr><td class="paramdir">[in]</td><td class="paramname">output_ch</td><td>number of rows of input_row </td></tr>
    224. 

  224.     <tr><td class="paramdir">[in]</td><td class="paramname">col_batches</td><td>number of column batches. Range: 1 to 4 </td></tr>
    225. 

  225.     <tr><td class="paramdir">[in]</td><td class="paramname">output_shift</td><td>pointer to per output channel requantization shift parameter. </td></tr>
    226. 

  226.     <tr><td class="paramdir">[in]</td><td class="paramname">output_mult</td><td>pointer to per output channel requantization multiplier parameter. </td></tr>
    227. 

  227.     <tr><td class="paramdir">[in]</td><td class="paramname">out_offset</td><td>output tensor offset. </td></tr>
    228. 

  228.     <tr><td class="paramdir">[in]</td><td class="paramname">col_offset</td><td>input tensor(col) offset. </td></tr>
    229. 

  229.     <tr><td class="paramdir">[in]</td><td class="paramname">row_offset</td><td>kernel offset(row). Not used. </td></tr>
    230. 

  230.     <tr><td class="paramdir">[in]</td><td class="paramname">out_activation_min</td><td>minimum value to clamp the output to. Range : int8 </td></tr>
    231. 

  231.     <tr><td class="paramdir">[in]</td><td class="paramname">out_activation_max</td><td>maximum value to clamp the output to. Range : int8 </td></tr>
    232. 

  232.     <tr><td class="paramdir">[in]</td><td class="paramname">row_len</td><td>number of elements in each row </td></tr>
    233. 

  233.     <tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>per output channel bias. Range : int32 </td></tr>
    234. 

  234.     <tr><td class="paramdir">[in,out]</td><td class="paramname">out</td><td>pointer to output </td></tr>
    235. 

  235.   </table>
    236. 

  236.   </dd>
    237. 

  237. </dl>
    238. 

  238. <dl class="section return"><dt>Returns</dt><dd>The function returns one of the two<ol type="1">
    239. 

  239. <li>The incremented output pointer for a successful operation or</li>
    240. 

  240. <li>NULL if implementation is not available.</li>
    241. 

  241. </ol>
    242. 

  242. </dd></dl>
    243. 

  243. <p>Supported framework: TensorFlow Lite </p>
    244. 

  244. 

  245. <p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a6a13b7a567485da5fc7f0d311318886d">arm_nn_requantize()</a>, <a class="el" href="arm__nnsupportfunctions_8h.html#ad935f1ff1a50822e317bdb321ce991ad">MAX</a>, and <a class="el" href="arm__nnsupportfunctions_8h.html#adcd021ac91d43a62b2cdecf9a5b971a7">MIN</a>.</p>
    246. 

  246. 

  247. <p>Referenced by <a class="el" href="group__NNConv.html#ga6a0b2161ece62078228ead2d85bbcf28">arm_convolve_s8()</a>.</p>
    248. 

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  257.     <li class="footer">Generated on Thu Apr 9 2020 15:49:34 for CMSIS-NN Version 1.3.0 by Arm Ltd. All rights reserved.
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