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<tr id="row_0_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2ns.png" alt="N" width="24" height="22" /><a class="el" href="namespacepara__gen.html" target="_self">para_gen</a></td><td class="desc"></td></tr>
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|
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<tr class="memdesc:ga614ec3b71eb96e29952ec3f09e7b9c3c"><td class="mdescLeft"> </td><td class="mdescRight">Fast Q15 convolution function (non-sqaure shape) <a href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">More...</a><br/></td></tr>
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<tr class="memitem:ga02a296cb4f6361a70c3ecf1ef1238292"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1</a> (const uint8_t *input, const uint16_t input_x, const uint16_t input_y, const uint16_t input_ch, const uint8_t *kernel, const uint16_t kernel_x, const uint16_t kernel_y, const int16_t ch_mult, const int16_t pad_x, const int16_t pad_y, const int16_t stride_x, const int16_t stride_y, const int16_t dilation_x, const int16_t dilation_y, const int32_t *bias, const int32_t input_offset, const int32_t filter_offset, const int32_t output_offset, uint8_t *output, const uint16_t output_x, const uint16_t output_y, const int32_t output_activation_min, const int32_t output_activation_max, const int32_t out_shift, const int32_t out_mult)</td></tr>
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<tr class="memdesc:ga02a296cb4f6361a70c3ecf1ef1238292"><td class="mdescLeft"> </td><td class="mdescRight">uint8 depthwise convolution function with asymmetric quantization for even number of channel multiplier and input channels. Unless specified otherwise, arguments are mandatory. Both square and non-square inputs are accepted. <a href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">More...</a><br/></td></tr>
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<td class="memname">#define DILATION_X</td>
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<p>Referenced by <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1()</a>.</p>
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<p>Referenced by <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1()</a>.</p>
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<tr class="memitem:abc4fb258cfe8500ee68e812a293a80a3"><td class="memItemLeft" align="right" valign="top">q7_t * </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__mat__mult__kernel__q7__q15_8c.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nn_mat_mult_kernel_q7_q15</a> (const q7_t *pA, const q15_t *pInBuffer, const uint16_t ch_im_out, const uint16_t numCol_A, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut)</td></tr>
|
||||
<tr class="memdesc:abc4fb258cfe8500ee68e812a293a80a3"><td class="mdescLeft"> </td><td class="mdescRight">Matrix-multiplication function for convolution. <a href="#abc4fb258cfe8500ee68e812a293a80a3">More...</a><br/></td></tr>
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<td class="memname">q7_t* arm_nn_mat_mult_kernel_q7_q15 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pA</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pInBuffer</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>ch_im_out</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>numCol_A</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
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||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>pOut</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
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||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<p>Matrix-Multiplication Kernels for Convolution.</p>
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pA</td><td>pointer to operand A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pInBuffer</td><td>pointer to operand B, always conssists of 2 vectors </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">ch_im_out</td><td>numRow of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">numCol_A</td><td>numCol of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>the bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns the incremented output pointer</dd></dl>
|
||||
<p>This function does the matrix multiplication with weight matrix and 2 columns from im2col. </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_convolve_HWC_q7_basic()</a>, <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_convolve_HWC_q7_basic_nonsquare()</a>, and <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_convolve_HWC_q7_RGB()</a>.</p>
|
||||
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Functions</h2></td></tr>
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<tr class="memitem:aefe9c7ce9a65060a244b06dffe74c4b3"><td class="memItemLeft" align="right" valign="top">q7_t * </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__mat__mult__kernel__q7__q15__reordered_8c.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nn_mat_mult_kernel_q7_q15_reordered</a> (const q7_t *pA, const q15_t *pInBuffer, const uint16_t ch_im_out, const uint16_t numCol_A, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut)</td></tr>
|
||||
<tr class="memdesc:aefe9c7ce9a65060a244b06dffe74c4b3"><td class="mdescLeft"> </td><td class="mdescRight">Matrix-multiplication function for convolution with reordered columns. <a href="#aefe9c7ce9a65060a244b06dffe74c4b3">More...</a><br/></td></tr>
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<tr class="separator:aefe9c7ce9a65060a244b06dffe74c4b3"><td class="memSeparator" colspan="2"> </td></tr>
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<h2 class="groupheader">Function Documentation</h2>
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<td class="memname">q7_t* arm_nn_mat_mult_kernel_q7_q15_reordered </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pA</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pInBuffer</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>ch_im_out</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>numCol_A</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>pOut</em> </td>
|
||||
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|
||||
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<td></td>
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<td>)</td>
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<td></td><td></td>
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</div><div class="memdoc">
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<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pA</td><td>pointer to operand A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pInBuffer</td><td>pointer to operand B, always conssists of 2 vectors </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">ch_im_out</td><td>numRow of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">numCol_A</td><td>numCol of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>the bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns the incremented output pointer</dd></dl>
|
||||
<p>This function assumes that data in pInBuffer are reordered </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
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||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_convolve_1x1_HWC_q7_fast_nonsquare()</a>, <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_convolve_HWC_q7_fast()</a>, and <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_convolve_HWC_q7_fast_nonsquare()</a>.</p>
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<tr class="memitem:ab4d7b07c387a3537d4efe21da86115b0"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__tables_8h.html#ab4d7b07c387a3537d4efe21da86115b0">sigmoidTable_q15</a> [256]</td></tr>
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<tr class="memdesc:ab4d7b07c387a3537d4efe21da86115b0"><td class="mdescLeft"> </td><td class="mdescRight">tables for various activation functions <a href="#ab4d7b07c387a3537d4efe21da86115b0">More...</a><br/></td></tr>
|
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<tr class="separator:ab4d7b07c387a3537d4efe21da86115b0"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ae2ff3f4e7014f535358167150bdd544f"><td class="memItemLeft" align="right" valign="top">const q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__tables_8h.html#ae2ff3f4e7014f535358167150bdd544f">sigmoidTable_q7</a> [256]</td></tr>
|
||||
<tr class="memdesc:ae2ff3f4e7014f535358167150bdd544f"><td class="mdescLeft"> </td><td class="mdescRight">tables for various activation functions <a href="#ae2ff3f4e7014f535358167150bdd544f">More...</a><br/></td></tr>
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<tr class="separator:ae2ff3f4e7014f535358167150bdd544f"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:a4f854bdf13f630ec21b3ad074491e32f"><td class="memItemLeft" align="right" valign="top">const q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__tables_8h.html#a4f854bdf13f630ec21b3ad074491e32f">tanhTable_q7</a> [256]</td></tr>
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<tr class="memitem:a6faad2fec173b2702fd0f219a83ca320"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__tables_8h.html#a6faad2fec173b2702fd0f219a83ca320">tanhTable_q15</a> [256]</td></tr>
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<tr class="memitem:a107a16eaa36f4392fa3ed3792ad6c2cb"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__tables_8h.html#a107a16eaa36f4392fa3ed3792ad6c2cb">sigmoidHTable_q15</a> [192]</td></tr>
|
||||
<tr class="memdesc:a107a16eaa36f4392fa3ed3792ad6c2cb"><td class="mdescLeft"> </td><td class="mdescRight">2-way tables for various activation functions <a href="#a107a16eaa36f4392fa3ed3792ad6c2cb">More...</a><br/></td></tr>
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<tr class="memitem:a69dc528cb377690d5b37accfdfd226b1"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nn__tables_8h.html#a69dc528cb377690d5b37accfdfd226b1">sigmoidLTable_q15</a> [128]</td></tr>
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<h2 class="groupheader">Variable Documentation</h2>
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<td class="memname">const q15_t sigmoidHTable_q15[192]</td>
|
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</tr>
|
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</table>
|
||||
</div><div class="memdoc">
|
||||
<p>2-way table, H table for value larger than 1/4 L table for value smaller than 1/4, H table for remaining We have this only for the q15_t version. It does not make sense to have it for q7_t type </p>
|
||||
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<td class="memname">const q15_t sigmoidLTable_q15[128]</td>
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<td class="memname">const q15_t sigmoidTable_q15[256]</td>
|
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|
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</div><div class="memdoc">
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||||
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||||
<p>Referenced by <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15()</a>.</p>
|
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<a class="anchor" id="ae2ff3f4e7014f535358167150bdd544f"></a>
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<td class="memname">const q7_t sigmoidTable_q7[256]</td>
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</tr>
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</table>
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</div><div class="memdoc">
|
||||
<p>This file include the declaration of common tables. Most of them are used for activation functions</p>
|
||||
<p>Assumption: Unified table: input is 3.x format, i.e, range of [-8, 8) sigmoid(8) = 0.9996646498695336 tanh(8) = 0.9999997749296758 The accuracy here should be good enough</p>
|
||||
<p>2-stage HL table:</p>
|
||||
<p>The entire input range is divided into two parts:</p>
|
||||
<p>Low range table: 0x000x xxxx or 0x111x xxxx table entry will be the binary number excluding the first two digits, i.e., 0x0x xxxx or 0x1x xxxx</p>
|
||||
<p>High range table 0x0010 0000 – 0x0111 1111 0x1000 0000 – 0x1101 1111</p>
|
||||
<p>For positive numbers, table entry will be 0x0010 0000 – 0x0111 1111 minus 0x0010 0000 i.e., 0x0000 0000 - 0x0101 11111</p>
|
||||
<p>same thing for the negative numbers, table entry will be 0x1000 0000 – 0x1101 1111 minux 0x0010 0000 i.e., 0x0110 0000 - 0x1011 1111 </p>
|
||||
|
||||
<p>Referenced by <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_direct_q7()</a>.</p>
|
||||
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<a class="anchor" id="a6faad2fec173b2702fd0f219a83ca320"></a>
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<td class="memname">const q15_t tanhTable_q15[256]</td>
|
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</table>
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</div><div class="memdoc">
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||||
|
||||
<p>Referenced by <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15()</a>.</p>
|
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<td class="memname">const q7_t tanhTable_q7[256]</td>
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||||
</div><div class="memdoc">
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||||
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||||
<p>Referenced by <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_direct_q7()</a>.</p>
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<tr class="memitem:a82161fe5498521048731fc21a04577c3"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__inputs_8h.html#a82161fe5498521048731fc21a04577c3">IMG_DATA</a></td></tr>
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<td class="memname">#define IMG_DATA</td>
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Macros</h2></td></tr>
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<tr class="memitem:a23ded220d27415ee1f6d9ac0bfdf38cb"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a23ded220d27415ee1f6d9ac0bfdf38cb">CONV1_IM_DIM</a></td></tr>
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<tr class="memitem:aea8b1c41a63cf63eb6e7f049e84f22f7"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aea8b1c41a63cf63eb6e7f049e84f22f7">CONV1_IM_CH</a></td></tr>
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<tr class="separator:aea8b1c41a63cf63eb6e7f049e84f22f7"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad51c611a952fac7102ca15a06eabb908"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ad51c611a952fac7102ca15a06eabb908">CONV1_KER_DIM</a></td></tr>
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<tr class="separator:ad51c611a952fac7102ca15a06eabb908"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a2bb0fafdfd2c283df4708ec53f3d90f7"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a2bb0fafdfd2c283df4708ec53f3d90f7">CONV1_PADDING</a></td></tr>
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<tr class="separator:a2bb0fafdfd2c283df4708ec53f3d90f7"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:a596cdcf742e142edc29a0a0e44496c7c"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a596cdcf742e142edc29a0a0e44496c7c">CONV1_STRIDE</a></td></tr>
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<tr class="separator:a596cdcf742e142edc29a0a0e44496c7c"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:a3c1777ba8f883a5490beb3d79050c8dc"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3c1777ba8f883a5490beb3d79050c8dc">CONV1_OUT_CH</a></td></tr>
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<tr class="separator:a3c1777ba8f883a5490beb3d79050c8dc"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a6262e2cd96ec12681024ab4ac73d607b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a6262e2cd96ec12681024ab4ac73d607b">CONV1_OUT_DIM</a></td></tr>
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||||
<tr class="separator:a6262e2cd96ec12681024ab4ac73d607b"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a5324f2e7e894dd4c9eb2f3b92dd5516c"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a5324f2e7e894dd4c9eb2f3b92dd5516c">POOL1_KER_DIM</a></td></tr>
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||||
<tr class="separator:a5324f2e7e894dd4c9eb2f3b92dd5516c"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:acad52b60f0a0457ffb643cef69df0c0c"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#acad52b60f0a0457ffb643cef69df0c0c">POOL1_STRIDE</a></td></tr>
|
||||
<tr class="separator:acad52b60f0a0457ffb643cef69df0c0c"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a537abddfc374d05a2513d1cc74b5721b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a537abddfc374d05a2513d1cc74b5721b">POOL1_PADDING</a></td></tr>
|
||||
<tr class="separator:a537abddfc374d05a2513d1cc74b5721b"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a13553cac577d5430e3e43508c5ab6b7b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a13553cac577d5430e3e43508c5ab6b7b">POOL1_OUT_DIM</a></td></tr>
|
||||
<tr class="separator:a13553cac577d5430e3e43508c5ab6b7b"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a832f71006d5c1e2bedbbcf192308d40e"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a832f71006d5c1e2bedbbcf192308d40e">CONV2_IM_DIM</a></td></tr>
|
||||
<tr class="separator:a832f71006d5c1e2bedbbcf192308d40e"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a060a8a5766a5eecaff9294f57301c99c"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a060a8a5766a5eecaff9294f57301c99c">CONV2_IM_CH</a></td></tr>
|
||||
<tr class="separator:a060a8a5766a5eecaff9294f57301c99c"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a95b397cea14323e9037604cfcd245c26"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a95b397cea14323e9037604cfcd245c26">CONV2_KER_DIM</a></td></tr>
|
||||
<tr class="separator:a95b397cea14323e9037604cfcd245c26"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a39c1c3497169012a512219446613be0c"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a39c1c3497169012a512219446613be0c">CONV2_PADDING</a></td></tr>
|
||||
<tr class="separator:a39c1c3497169012a512219446613be0c"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:a04f3292f8c8bac6dab973fb74eab2aa1"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a04f3292f8c8bac6dab973fb74eab2aa1">CONV2_STRIDE</a></td></tr>
|
||||
<tr class="separator:a04f3292f8c8bac6dab973fb74eab2aa1"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a3be645ea438c983786878c0198ed9ae8"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3be645ea438c983786878c0198ed9ae8">CONV2_OUT_CH</a></td></tr>
|
||||
<tr class="separator:a3be645ea438c983786878c0198ed9ae8"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a9953ead804e13dcd90d96dda64a330a4"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a9953ead804e13dcd90d96dda64a330a4">CONV2_OUT_DIM</a></td></tr>
|
||||
<tr class="separator:a9953ead804e13dcd90d96dda64a330a4"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a1b0c6e280d189658130b8b81c6991425"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a1b0c6e280d189658130b8b81c6991425">POOL2_KER_DIM</a></td></tr>
|
||||
<tr class="separator:a1b0c6e280d189658130b8b81c6991425"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a158e111c343e144ec2461ea94ab11ab2"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a158e111c343e144ec2461ea94ab11ab2">POOL2_STRIDE</a></td></tr>
|
||||
<tr class="separator:a158e111c343e144ec2461ea94ab11ab2"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a9508f70a2798099db07a6d9b8f892126"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a9508f70a2798099db07a6d9b8f892126">POOL2_PADDING</a></td></tr>
|
||||
<tr class="separator:a9508f70a2798099db07a6d9b8f892126"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ada358cd9b0a9b48a2666e9bfcee90aef"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ada358cd9b0a9b48a2666e9bfcee90aef">POOL2_OUT_DIM</a></td></tr>
|
||||
<tr class="separator:ada358cd9b0a9b48a2666e9bfcee90aef"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a04ab2b7e8de2668e0087448664814f87"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a04ab2b7e8de2668e0087448664814f87">CONV3_IM_DIM</a></td></tr>
|
||||
<tr class="separator:a04ab2b7e8de2668e0087448664814f87"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a1d0f9b2d219527c5070e20c50c0ced41"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a1d0f9b2d219527c5070e20c50c0ced41">CONV3_IM_CH</a></td></tr>
|
||||
<tr class="separator:a1d0f9b2d219527c5070e20c50c0ced41"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a045174d68a25bfd7691303f1a063ac72"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a045174d68a25bfd7691303f1a063ac72">CONV3_KER_DIM</a></td></tr>
|
||||
<tr class="separator:a045174d68a25bfd7691303f1a063ac72"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:af7824a30efdeefbf468c24a70678131a"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#af7824a30efdeefbf468c24a70678131a">CONV3_PADDING</a></td></tr>
|
||||
<tr class="separator:af7824a30efdeefbf468c24a70678131a"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:af6ff8c82aa2d1f58a125fe71169b7cc1"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#af6ff8c82aa2d1f58a125fe71169b7cc1">CONV3_STRIDE</a></td></tr>
|
||||
<tr class="separator:af6ff8c82aa2d1f58a125fe71169b7cc1"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:a2ab3ad342128296bb1102c3632131fd7"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a2ab3ad342128296bb1102c3632131fd7">CONV3_OUT_CH</a></td></tr>
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||||
<tr class="separator:a2ab3ad342128296bb1102c3632131fd7"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:acf75167523a29737f045cc2280ce0914"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#acf75167523a29737f045cc2280ce0914">CONV3_OUT_DIM</a></td></tr>
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||||
<tr class="separator:acf75167523a29737f045cc2280ce0914"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a32a30cfd6d89ab4fdbfad9732d71297d"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a32a30cfd6d89ab4fdbfad9732d71297d">POOL3_KER_DIM</a></td></tr>
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||||
<tr class="separator:a32a30cfd6d89ab4fdbfad9732d71297d"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a74efaa8ffffc0437b54143878ac8cde7"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a74efaa8ffffc0437b54143878ac8cde7">POOL3_STRIDE</a></td></tr>
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||||
<tr class="separator:a74efaa8ffffc0437b54143878ac8cde7"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:aac063e83339cc89308fb23a6922a5d98"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aac063e83339cc89308fb23a6922a5d98">POOL3_PADDING</a></td></tr>
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||||
<tr class="separator:aac063e83339cc89308fb23a6922a5d98"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ae4a4616060ad43b06d5c1aea834a25e5"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ae4a4616060ad43b06d5c1aea834a25e5">POOL3_OUT_DIM</a></td></tr>
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||||
<tr class="separator:ae4a4616060ad43b06d5c1aea834a25e5"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a5777b4b3cc406dc06397ba2d5bed9fda"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a5777b4b3cc406dc06397ba2d5bed9fda">IP1_DIM</a></td></tr>
|
||||
<tr class="separator:a5777b4b3cc406dc06397ba2d5bed9fda"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a4c4ae51cf7195762dd43ea13825277be"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a4c4ae51cf7195762dd43ea13825277be">IP1_IM_DIM</a></td></tr>
|
||||
<tr class="separator:a4c4ae51cf7195762dd43ea13825277be"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a3e4df285b7ca272ee897be69575ab6c5"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3e4df285b7ca272ee897be69575ab6c5">IP1_IM_CH</a></td></tr>
|
||||
<tr class="separator:a3e4df285b7ca272ee897be69575ab6c5"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:aa7cda996b7185414b1af9762e37ac66f"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aa7cda996b7185414b1af9762e37ac66f">IP1_OUT</a></td></tr>
|
||||
<tr class="separator:aa7cda996b7185414b1af9762e37ac66f"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
</table>
|
||||
<h2 class="groupheader">Macro Definition Documentation</h2>
|
||||
<a class="anchor" id="aea8b1c41a63cf63eb6e7f049e84f22f7"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_IM_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a23ded220d27415ee1f6d9ac0bfdf38cb"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_IM_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ad51c611a952fac7102ca15a06eabb908"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_KER_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a3c1777ba8f883a5490beb3d79050c8dc"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_OUT_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a6262e2cd96ec12681024ab4ac73d607b"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_OUT_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a2bb0fafdfd2c283df4708ec53f3d90f7"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_PADDING</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a596cdcf742e142edc29a0a0e44496c7c"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV1_STRIDE</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a060a8a5766a5eecaff9294f57301c99c"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_IM_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a832f71006d5c1e2bedbbcf192308d40e"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_IM_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a95b397cea14323e9037604cfcd245c26"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_KER_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a3be645ea438c983786878c0198ed9ae8"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_OUT_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a9953ead804e13dcd90d96dda64a330a4"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_OUT_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a39c1c3497169012a512219446613be0c"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_PADDING</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a04f3292f8c8bac6dab973fb74eab2aa1"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV2_STRIDE</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a1d0f9b2d219527c5070e20c50c0ced41"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_IM_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a04ab2b7e8de2668e0087448664814f87"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_IM_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a045174d68a25bfd7691303f1a063ac72"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_KER_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a2ab3ad342128296bb1102c3632131fd7"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_OUT_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="acf75167523a29737f045cc2280ce0914"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_OUT_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="af7824a30efdeefbf468c24a70678131a"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_PADDING</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="af6ff8c82aa2d1f58a125fe71169b7cc1"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define CONV3_STRIDE</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a5777b4b3cc406dc06397ba2d5bed9fda"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define IP1_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a3e4df285b7ca272ee897be69575ab6c5"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define IP1_IM_CH</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a4c4ae51cf7195762dd43ea13825277be"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define IP1_IM_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="aa7cda996b7185414b1af9762e37ac66f"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define IP1_OUT</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a5324f2e7e894dd4c9eb2f3b92dd5516c"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define POOL1_KER_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a13553cac577d5430e3e43508c5ab6b7b"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define POOL1_OUT_DIM</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="a537abddfc374d05a2513d1cc74b5721b"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define POOL1_PADDING</td>
|
||||
</tr>
|
||||
</table>
|
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define POOL1_STRIDE</td>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define POOL2_KER_DIM</td>
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</tr>
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</table>
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</div><div class="memdoc">
|
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|
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<tr>
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<td class="memname">#define POOL2_OUT_DIM</td>
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</tr>
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</table>
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</div><div class="memdoc">
|
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|
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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<td class="memname">#define POOL2_PADDING</td>
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</table>
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</div><div class="memdoc">
|
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|
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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<td class="memname">#define POOL2_STRIDE</td>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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<a class="anchor" id="a32a30cfd6d89ab4fdbfad9732d71297d"></a>
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<td class="memname">#define POOL3_KER_DIM</td>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define POOL3_OUT_DIM</td>
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</table>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define POOL3_PADDING</td>
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</table>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define POOL3_STRIDE</td>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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Macros</h2></td></tr>
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<tr class="memitem:a257ee65177e8e51191b5204f3fda8dca"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a257ee65177e8e51191b5204f3fda8dca">CONV1_WT</a></td></tr>
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<tr class="separator:a257ee65177e8e51191b5204f3fda8dca"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4cb0cfbbb61aa122890a656646532eeb"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4cb0cfbbb61aa122890a656646532eeb">CONV1_BIAS</a></td></tr>
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<tr class="separator:a4cb0cfbbb61aa122890a656646532eeb"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a9fd43e19e65f000a8b28d9f3505f0f6f"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a9fd43e19e65f000a8b28d9f3505f0f6f">CONV2_WT</a></td></tr>
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<tr class="separator:a9fd43e19e65f000a8b28d9f3505f0f6f"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:adbdb9a359c8e4104203e3783d8c1adb1"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#adbdb9a359c8e4104203e3783d8c1adb1">CONV2_BIAS</a></td></tr>
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<tr class="separator:adbdb9a359c8e4104203e3783d8c1adb1"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:aa3605f1b1fafb1612311727d9b97b0f2"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#aa3605f1b1fafb1612311727d9b97b0f2">CONV3_WT</a></td></tr>
|
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<tr class="separator:aa3605f1b1fafb1612311727d9b97b0f2"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8047897a26edb638e4f8c01734eb969b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a8047897a26edb638e4f8c01734eb969b">CONV3_BIAS</a></td></tr>
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<tr class="separator:a8047897a26edb638e4f8c01734eb969b"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:ad77644a78b16c4bd9f7a12a0406004ed"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ad77644a78b16c4bd9f7a12a0406004ed">IP1_WT</a></td></tr>
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<tr class="separator:ad77644a78b16c4bd9f7a12a0406004ed"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:ac88810411c45272e8f9144682b9d85bc"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ac88810411c45272e8f9144682b9d85bc">IP1_BIAS</a></td></tr>
|
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<tr class="separator:ac88810411c45272e8f9144682b9d85bc"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:a4150dd1364fd3534561c5c6e530f9bfb"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4150dd1364fd3534561c5c6e530f9bfb">CONV1_BIAS_LSHIFT</a></td></tr>
|
||||
<tr class="separator:a4150dd1364fd3534561c5c6e530f9bfb"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:aa8f89682da16a15a092d06097a5696d3"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#aa8f89682da16a15a092d06097a5696d3">CONV1_OUT_RSHIFT</a></td></tr>
|
||||
<tr class="separator:aa8f89682da16a15a092d06097a5696d3"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:afa70cc595390d9205c78a58795f070f4"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#afa70cc595390d9205c78a58795f070f4">CONV2_BIAS_LSHIFT</a></td></tr>
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<tr class="separator:afa70cc595390d9205c78a58795f070f4"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ad872d34bfa54d86f9e5177dd2ff40d79"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ad872d34bfa54d86f9e5177dd2ff40d79">CONV2_OUT_RSHIFT</a></td></tr>
|
||||
<tr class="separator:ad872d34bfa54d86f9e5177dd2ff40d79"><td class="memSeparator" colspan="2"> </td></tr>
|
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<tr class="memitem:a5457926e12a9e6b0ae9754d509fb7918"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a5457926e12a9e6b0ae9754d509fb7918">CONV3_BIAS_LSHIFT</a></td></tr>
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<tr class="separator:a5457926e12a9e6b0ae9754d509fb7918"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae38425db927f582d7b5edfcfaa03c676"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ae38425db927f582d7b5edfcfaa03c676">CONV3_OUT_RSHIFT</a></td></tr>
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<tr class="separator:ae38425db927f582d7b5edfcfaa03c676"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3a98024d4e4c7fa2fbbc216812fb9b35"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a3a98024d4e4c7fa2fbbc216812fb9b35">IP1_BIAS_LSHIFT</a></td></tr>
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<tr class="separator:a3a98024d4e4c7fa2fbbc216812fb9b35"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a67fad411ab3695e450e62ad0509a7eec"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a67fad411ab3695e450e62ad0509a7eec">IP1_OUT_RSHIFT</a></td></tr>
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<tr class="separator:a67fad411ab3695e450e62ad0509a7eec"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a476266acb4adb419f566006dce8829c3"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a476266acb4adb419f566006dce8829c3">INPUT_MEAN_SHIFT</a></td></tr>
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<tr class="separator:a476266acb4adb419f566006dce8829c3"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4205de60010d416664775e3aa0f9ec62"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4205de60010d416664775e3aa0f9ec62">INPUT_RIGHT_SHIFT</a></td></tr>
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</table>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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<a class="anchor" id="a4cb0cfbbb61aa122890a656646532eeb"></a>
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<div class="memitem">
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<div class="memproto">
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<table class="memname">
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<tr>
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<td class="memname">#define CONV1_BIAS</td>
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</div><div class="memdoc">
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<td class="memname">#define CONV1_BIAS_LSHIFT</td>
|
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</tr>
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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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<td class="memname">#define CONV1_OUT_RSHIFT</td>
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||||
</tr>
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</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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</div>
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||||
<a class="anchor" id="a257ee65177e8e51191b5204f3fda8dca"></a>
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<td class="memname">#define CONV1_WT</td>
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<a class="anchor" id="adbdb9a359c8e4104203e3783d8c1adb1"></a>
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||||
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<td class="memname">#define CONV2_BIAS</td>
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|
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<td class="memname">#define CONV2_BIAS_LSHIFT</td>
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||||
</tr>
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</table>
|
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</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
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</div>
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</div>
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||||
<a class="anchor" id="ad872d34bfa54d86f9e5177dd2ff40d79"></a>
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<tr>
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<td class="memname">#define CONV2_OUT_RSHIFT</td>
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</tr>
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</table>
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</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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</div>
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<a class="anchor" id="a9fd43e19e65f000a8b28d9f3505f0f6f"></a>
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||||
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<td class="memname">#define CONV2_WT</td>
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</tr>
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</table>
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</div><div class="memdoc">
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<a class="anchor" id="a8047897a26edb638e4f8c01734eb969b"></a>
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<div class="memproto">
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<table class="memname">
|
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<tr>
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<td class="memname">#define CONV3_BIAS</td>
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</tr>
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</table>
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</div><div class="memdoc">
|
||||
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</div>
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<a class="anchor" id="a5457926e12a9e6b0ae9754d509fb7918"></a>
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||||
<div class="memproto">
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<table class="memname">
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<tr>
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<td class="memname">#define CONV3_BIAS_LSHIFT</td>
|
||||
</tr>
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||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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||||
<a class="anchor" id="ae38425db927f582d7b5edfcfaa03c676"></a>
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||||
<div class="memproto">
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||||
<table class="memname">
|
||||
<tr>
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||||
<td class="memname">#define CONV3_OUT_RSHIFT</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
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||||
</div>
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||||
<a class="anchor" id="aa3605f1b1fafb1612311727d9b97b0f2"></a>
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||||
<div class="memproto">
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<td class="memname">#define CONV3_WT</td>
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||||
</table>
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</div><div class="memdoc">
|
||||
|
||||
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||||
<a class="anchor" id="a476266acb4adb419f566006dce8829c3"></a>
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||||
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||||
<div class="memproto">
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||||
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<td class="memname">#define INPUT_MEAN_SHIFT</td>
|
||||
</tr>
|
||||
</table>
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||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
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<td class="memname">#define INPUT_RIGHT_SHIFT</td>
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</table>
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</div><div class="memdoc">
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||||
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||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define IP1_BIAS</td>
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<td class="memname">#define IP1_BIAS_LSHIFT</td>
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<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">#define IP1_OUT_RSHIFT</td>
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||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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<td class="memname">#define IP1_WT</td>
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Macros</h2></td></tr>
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<tr class="memitem:ad9fde6ff501c9cd8a6cfc45949464c49"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a></td></tr>
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<tr class="memitem:ac8ab7c242bba66633b8c06966da6c9bc"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">DIM_INPUT</a></td></tr>
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<tr class="memitem:a9b4b56c701e4258f8f6c87f225fbcebc"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#a9b4b56c701e4258f8f6c87f225fbcebc">DIM_VEC</a></td></tr>
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<tr class="separator:a9b4b56c701e4258f8f6c87f225fbcebc"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a206812c9f4afd792e23a8d842ffa2984"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#a206812c9f4afd792e23a8d842ffa2984">USE_X4</a></td></tr>
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<tr class="separator:a206812c9f4afd792e23a8d842ffa2984"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
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Functions</h2></td></tr>
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<tr class="memitem:ac71a806472c7c0c284a2253e71a6a27b"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">gru_example</a> (q15_t *scratch_input, uint16_t input_size, uint16_t history_size, q7_t *weights_update, q7_t *weights_reset, q7_t *weights_hidden_state, q7_t *bias_update, q7_t *bias_reset, q7_t *bias_hidden_state)</td></tr>
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<tr class="separator:ac71a806472c7c0c284a2253e71a6a27b"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ae66f6b31b5ad750f1fe042a706a4e3d4"><td class="memItemLeft" align="right" valign="top">int </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main</a> ()</td></tr>
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<tr class="separator:ae66f6b31b5ad750f1fe042a706a4e3d4"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a>
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Variables</h2></td></tr>
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<tr class="memitem:aa2fc9b2b0449790ed7c37bab7fd3093e"><td class="memItemLeft" align="right" valign="top">static q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#aa2fc9b2b0449790ed7c37bab7fd3093e">update_gate_weights</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#a9b4b56c701e4258f8f6c87f225fbcebc">DIM_VEC</a> *<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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<tr class="separator:aa2fc9b2b0449790ed7c37bab7fd3093e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ac2ae1ff19167c2bb359db2b319ca1060"><td class="memItemLeft" align="right" valign="top">static q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ac2ae1ff19167c2bb359db2b319ca1060">reset_gate_weights</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#a9b4b56c701e4258f8f6c87f225fbcebc">DIM_VEC</a> *<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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<tr class="separator:ac2ae1ff19167c2bb359db2b319ca1060"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab18783e8d8449d7222ec4a64dfcc92e6"><td class="memItemLeft" align="right" valign="top">static q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ab18783e8d8449d7222ec4a64dfcc92e6">hidden_state_weights</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#a9b4b56c701e4258f8f6c87f225fbcebc">DIM_VEC</a> *<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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<tr class="separator:ab18783e8d8449d7222ec4a64dfcc92e6"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ac5569d687768d693618f987a91e8aee5"><td class="memItemLeft" align="right" valign="top">static q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ac5569d687768d693618f987a91e8aee5">update_gate_bias</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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||||
<tr class="separator:ac5569d687768d693618f987a91e8aee5"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a2a9d5c9f16ee778ecc8170d8664722c7"><td class="memItemLeft" align="right" valign="top">static q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#a2a9d5c9f16ee778ecc8170d8664722c7">reset_gate_bias</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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||||
<tr class="separator:a2a9d5c9f16ee778ecc8170d8664722c7"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a40dda695923891899cb86b2f01bfd98a"><td class="memItemLeft" align="right" valign="top">static q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#a40dda695923891899cb86b2f01bfd98a">hidden_state_bias</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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<tr class="separator:a40dda695923891899cb86b2f01bfd98a"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a8b0acc149c9bd4aadfb9c1fa8345f57a"><td class="memItemLeft" align="right" valign="top">static q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#a8b0acc149c9bd4aadfb9c1fa8345f57a">test_input1</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">DIM_INPUT</a>]</td></tr>
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<tr class="separator:a8b0acc149c9bd4aadfb9c1fa8345f57a"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aad5944359ea4a426550a87efd0d90b02"><td class="memItemLeft" align="right" valign="top">static q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#aad5944359ea4a426550a87efd0d90b02">test_input2</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">DIM_INPUT</a>]</td></tr>
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||||
<tr class="separator:aad5944359ea4a426550a87efd0d90b02"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ac327d41d23812b53d83c2da91971cbfe"><td class="memItemLeft" align="right" valign="top">static q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#ac327d41d23812b53d83c2da91971cbfe">test_history</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td></tr>
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<tr class="separator:ac327d41d23812b53d83c2da91971cbfe"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a935afa741bcc39e4c4c48b019d415d97"><td class="memItemLeft" align="right" valign="top">q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru_8cpp.html#a935afa741bcc39e4c4c48b019d415d97">scratch_buffer</a> [<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a> *4+<a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">DIM_INPUT</a>]</td></tr>
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||||
<tr class="separator:a935afa741bcc39e4c4c48b019d415d97"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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||||
<a class="anchor" id="ad9fde6ff501c9cd8a6cfc45949464c49"></a>
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<div class="memitem">
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<div class="memproto">
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<table class="memname">
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<tr>
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<td class="memname">#define DIM_HISTORY</td>
|
||||
</tr>
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</table>
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</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
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</div>
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<a class="anchor" id="ac8ab7c242bba66633b8c06966da6c9bc"></a>
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<td class="memname">#define DIM_INPUT</td>
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</table>
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</div><div class="memdoc">
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||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
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||||
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||||
<a class="anchor" id="a9b4b56c701e4258f8f6c87f225fbcebc"></a>
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||||
<div class="memproto">
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<td class="memname">#define DIM_VEC</td>
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</table>
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</div><div class="memdoc">
|
||||
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||||
</div>
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</div>
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||||
<a class="anchor" id="a206812c9f4afd792e23a8d842ffa2984"></a>
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<div class="memitem">
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||||
<div class="memproto">
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<table class="memname">
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<td class="memname">#define USE_X4</td>
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</div><div class="memdoc">
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</div>
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</div>
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<h2 class="groupheader">Function Documentation</h2>
|
||||
<a class="anchor" id="ac71a806472c7c0c284a2253e71a6a27b"></a>
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<div class="memitem">
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<td class="memname">void gru_example </td>
|
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<td>(</td>
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<td class="paramtype">q15_t * </td>
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<td class="paramname"><em>scratch_input</em>, </td>
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<td class="paramkey"></td>
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<td></td>
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<td class="paramtype">uint16_t </td>
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<td class="paramname"><em>input_size</em>, </td>
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<td></td>
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<td class="paramtype">uint16_t </td>
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<td class="paramname"><em>history_size</em>, </td>
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</tr>
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||||
<tr>
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<td class="paramkey"></td>
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||||
<td></td>
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<td class="paramtype">q7_t * </td>
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<td class="paramname"><em>weights_update</em>, </td>
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</tr>
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||||
<tr>
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<td class="paramkey"></td>
|
||||
<td></td>
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<td class="paramtype">q7_t * </td>
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<td class="paramname"><em>weights_reset</em>, </td>
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</tr>
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||||
<tr>
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<td class="paramkey"></td>
|
||||
<td></td>
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<td class="paramtype">q7_t * </td>
|
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<td class="paramname"><em>weights_hidden_state</em>, </td>
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</tr>
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<tr>
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<td class="paramkey"></td>
|
||||
<td></td>
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||||
<td class="paramtype">q7_t * </td>
|
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<td class="paramname"><em>bias_update</em>, </td>
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</tr>
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<tr>
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<td class="paramkey"></td>
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||||
<td></td>
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<td class="paramtype">q7_t * </td>
|
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<td class="paramname"><em>bias_reset</em>, </td>
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<td class="paramkey"></td>
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||||
<td></td>
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<td class="paramtype">q7_t * </td>
|
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<td class="paramname"><em>bias_hidden_state</em> </td>
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<td></td>
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<td>)</td>
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<td></td><td></td>
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</div><div class="memdoc">
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||||
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||||
<p>References <a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_fully_connected_mat_q7_vec_q15()</a>, <a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_fully_connected_mat_q7_vec_q15_opt()</a>, <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15()</a>, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0a49b307e029715fbaa6f3101c806b8c54">ARM_SIGMOID</a>, and <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0ac24e4db95c986f16c10dca71a4b4e1c5">ARM_TANH</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ae66f6b31b5ad750f1fe042a706a4e3d4"></a>
|
||||
<div class="memitem">
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||||
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<td class="memname">int main </td>
|
||||
<td>(</td>
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||||
<td class="paramname"></td><td>)</td>
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<td></td>
|
||||
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</div><div class="memdoc">
|
||||
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||||
<p>References <a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">DIM_INPUT</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">gru_example()</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#a40dda695923891899cb86b2f01bfd98a">hidden_state_bias</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#ab18783e8d8449d7222ec4a64dfcc92e6">hidden_state_weights</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#a2a9d5c9f16ee778ecc8170d8664722c7">reset_gate_bias</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#ac2ae1ff19167c2bb359db2b319ca1060">reset_gate_weights</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#a935afa741bcc39e4c4c48b019d415d97">scratch_buffer</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#ac327d41d23812b53d83c2da91971cbfe">test_history</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#a8b0acc149c9bd4aadfb9c1fa8345f57a">test_input1</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#aad5944359ea4a426550a87efd0d90b02">test_input2</a>, <a class="el" href="arm__nnexamples__gru_8cpp.html#ac5569d687768d693618f987a91e8aee5">update_gate_bias</a>, and <a class="el" href="arm__nnexamples__gru_8cpp.html#aa2fc9b2b0449790ed7c37bab7fd3093e">update_gate_weights</a>.</p>
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||||
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</div>
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</div>
|
||||
<h2 class="groupheader">Variable Documentation</h2>
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<tr class="memitem:a9ab9fa603208647d992b3367a757979b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#a9ab9fa603208647d992b3367a757979b">HIDDEN_STATE_WEIGHT_X2</a></td></tr>
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<tr class="memitem:a89f5a888f55a353a914ccf6542c41f0b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#a89f5a888f55a353a914ccf6542c41f0b">UPDATE_GATE_BIAS</a></td></tr>
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<tr class="memitem:a8b4b6522d1ab0d6c51a1fe3c51d0020d"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#a8b4b6522d1ab0d6c51a1fe3c51d0020d">RESET_GATE_BIAS</a></td></tr>
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<tr class="memitem:a73d4e38a4aa9fa9d761d08d33b3a07fd"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#a73d4e38a4aa9fa9d761d08d33b3a07fd">HIDDEN_STATE_BIAS</a></td></tr>
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<tr class="memitem:a1b0f5149443198bdde521a0a06c453c1"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#a1b0f5149443198bdde521a0a06c453c1">INPUT_DATA1</a></td></tr>
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<tr class="memitem:ae0d8a5f051f29980e62884ec34668026"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#ae0d8a5f051f29980e62884ec34668026">INPUT_DATA2</a></td></tr>
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<tr class="memitem:a55c93e4e823bca1e77f4487d1ab9c056"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnexamples__gru__test__data_8h.html#a55c93e4e823bca1e77f4487d1ab9c056">HISTORY_DATA</a></td></tr>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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<td class="memname">#define HIDDEN_STATE_BIAS</td>
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<td class="memname">#define HIDDEN_STATE_WEIGHT_X2</td>
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<td class="memname">#define HIDDEN_STATE_WEIGHT_X4</td>
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<td class="memname">#define HISTORY_DATA</td>
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<td class="memname">#define INPUT_DATA1</td>
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<td class="memname">#define INPUT_DATA2</td>
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<td class="memname">#define RESET_GATE_BIAS</td>
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<td class="memname">#define RESET_GATE_WEIGHT_X2</td>
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<td class="memname">#define RESET_GATE_WEIGHT_X4</td>
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<td class="memname">#define UPDATE_GATE_BIAS</td>
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<td class="memname">#define UPDATE_GATE_WEIGHT_X2</td>
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<td class="memname">#define UPDATE_GATE_WEIGHT_X4</td>
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Macros</h2></td></tr>
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<tr class="memitem:a710b6e009261290c6151f329cf409530"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnfunctions_8h.html#a710b6e009261290c6151f329cf409530">USE_INTRINSIC</a></td></tr>
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<tr class="separator:a710b6e009261290c6151f329cf409530"><td class="memSeparator" colspan="2"> </td></tr>
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</table><table class="memberdecls">
|
||||
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
|
||||
Functions</h2></td></tr>
|
||||
<tr class="memitem:ga210ae8d8fc1d12ee15b41f1fa6947681"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_convolve_HWC_q7_basic</a> (const q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga210ae8d8fc1d12ee15b41f1fa6947681"><td class="mdescLeft"> </td><td class="mdescRight">Basic Q7 convolution function. <a href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga210ae8d8fc1d12ee15b41f1fa6947681"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga4501fa22c0836002aa47ccc313dce252"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_convolve_HWC_q7_basic_nonsquare</a> (const q7_t *Im_in, const uint16_t dim_im_in_x, const uint16_t dim_im_in_y, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel_x, const uint16_t dim_kernel_y, const uint16_t padding_x, const uint16_t padding_y, const uint16_t stride_x, const uint16_t stride_y, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out_x, const uint16_t dim_im_out_y, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga4501fa22c0836002aa47ccc313dce252"><td class="mdescLeft"> </td><td class="mdescRight">Basic Q7 convolution function (non-sqaure shape) <a href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga4501fa22c0836002aa47ccc313dce252"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga55701f213b198084b52eab53097f1f58"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">arm_convolve_HWC_q15_basic</a> (const q15_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const q15_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const q15_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q15_t *Im_out, const uint16_t dim_im_out, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga55701f213b198084b52eab53097f1f58"><td class="mdescLeft"> </td><td class="mdescRight">Basic Q15 convolution function. <a href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga55701f213b198084b52eab53097f1f58"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gae00d3c1285907d59657369fc98bcc83f"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_convolve_HWC_q7_fast</a> (const q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:gae00d3c1285907d59657369fc98bcc83f"><td class="mdescLeft"> </td><td class="mdescRight">Fast Q7 convolution function. <a href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">More...</a><br/></td></tr>
|
||||
<tr class="separator:gae00d3c1285907d59657369fc98bcc83f"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gabc6d6b991024e9e5c5cdbd7489de88ef"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_convolve_HWC_q7_fast_nonsquare</a> (const q7_t *Im_in, const uint16_t dim_im_in_x, const uint16_t dim_im_in_y, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel_x, const uint16_t dim_kernel_y, const uint16_t padding_x, const uint16_t padding_y, const uint16_t stride_x, const uint16_t stride_y, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out_x, const uint16_t dim_im_out_y, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:gabc6d6b991024e9e5c5cdbd7489de88ef"><td class="mdescLeft"> </td><td class="mdescRight">Fast Q7 convolution function (non-sqaure shape) <a href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">More...</a><br/></td></tr>
|
||||
<tr class="separator:gabc6d6b991024e9e5c5cdbd7489de88ef"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga110adcfdaab356c750c6270aa5e05f29"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_convolve_1x1_HWC_q7_fast_nonsquare</a> (const q7_t *Im_in, const uint16_t dim_im_in_x, const uint16_t dim_im_in_y, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel_x, const uint16_t dim_kernel_y, const uint16_t padding_x, const uint16_t padding_y, const uint16_t stride_x, const uint16_t stride_y, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out_x, const uint16_t dim_im_out_y, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga110adcfdaab356c750c6270aa5e05f29"><td class="mdescLeft"> </td><td class="mdescRight">Fast Q7 version of 1x1 convolution (non-sqaure shape) <a href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga110adcfdaab356c750c6270aa5e05f29"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga98f2ead67d7cbdf558b0cd8a3b8fc148"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_convolve_HWC_q7_RGB</a> (const q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga98f2ead67d7cbdf558b0cd8a3b8fc148"><td class="mdescLeft"> </td><td class="mdescRight">Q7 version of convolution for RGB image. <a href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga98f2ead67d7cbdf558b0cd8a3b8fc148"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga4efb1ccbbaa7dd936961989dcb443f50"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">arm_convolve_HWC_q15_fast</a> (const q15_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const q15_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const q15_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q15_t *Im_out, const uint16_t dim_im_out, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga4efb1ccbbaa7dd936961989dcb443f50"><td class="mdescLeft"> </td><td class="mdescRight">Fast Q15 convolution function. <a href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga4efb1ccbbaa7dd936961989dcb443f50"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga614ec3b71eb96e29952ec3f09e7b9c3c"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">arm_convolve_HWC_q15_fast_nonsquare</a> (const q15_t *Im_in, const uint16_t dim_im_in_x, const uint16_t dim_im_in_y, const uint16_t ch_im_in, const q15_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel_x, const uint16_t dim_kernel_y, const uint16_t padding_x, const uint16_t padding_y, const uint16_t stride_x, const uint16_t stride_y, const q15_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q15_t *Im_out, const uint16_t dim_im_out_x, const uint16_t dim_im_out_y, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga614ec3b71eb96e29952ec3f09e7b9c3c"><td class="mdescLeft"> </td><td class="mdescRight">Fast Q15 convolution function (non-sqaure shape) <a href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga614ec3b71eb96e29952ec3f09e7b9c3c"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gad3d21b3bc6dbd6f3b97d01104349cb0a"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">arm_depthwise_separable_conv_HWC_q7</a> (const q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:gad3d21b3bc6dbd6f3b97d01104349cb0a"><td class="mdescLeft"> </td><td class="mdescRight">Q7 depthwise separable convolution function. <a href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">More...</a><br/></td></tr>
|
||||
<tr class="separator:gad3d21b3bc6dbd6f3b97d01104349cb0a"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga32ac508c5467813a84f74f96655dc697"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">arm_depthwise_separable_conv_HWC_q7_nonsquare</a> (const q7_t *Im_in, const uint16_t dim_im_in_x, const uint16_t dim_im_in_y, const uint16_t ch_im_in, const q7_t *wt, const uint16_t ch_im_out, const uint16_t dim_kernel_x, const uint16_t dim_kernel_y, const uint16_t padding_x, const uint16_t padding_y, const uint16_t stride_x, const uint16_t stride_y, const q7_t *bias, const uint16_t bias_shift, const uint16_t out_shift, q7_t *Im_out, const uint16_t dim_im_out_x, const uint16_t dim_im_out_y, q15_t *bufferA, q7_t *bufferB)</td></tr>
|
||||
<tr class="memdesc:ga32ac508c5467813a84f74f96655dc697"><td class="mdescLeft"> </td><td class="mdescRight">Q7 depthwise separable convolution function (non-square shape) <a href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga32ac508c5467813a84f74f96655dc697"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga8b7e0c2e989e8c75f0dc789f3115323d"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_fully_connected_q7</a> (const q7_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:ga8b7e0c2e989e8c75f0dc789f3115323d"><td class="mdescLeft"> </td><td class="mdescRight">Q7 basic fully-connected layer function. <a href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga8b7e0c2e989e8c75f0dc789f3115323d"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gaf82b71ef472a38f8fc9ac414d9d07e67"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_fully_connected_q7_opt</a> (const q7_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:gaf82b71ef472a38f8fc9ac414d9d07e67"><td class="mdescLeft"> </td><td class="mdescRight">Q7 opt fully-connected layer function. <a href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">More...</a><br/></td></tr>
|
||||
<tr class="separator:gaf82b71ef472a38f8fc9ac414d9d07e67"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gaac666c212b209e636c2369dd5c75d0dc"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_fully_connected_q15</a> (const q15_t *pV, const q15_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q15_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:gaac666c212b209e636c2369dd5c75d0dc"><td class="mdescLeft"> </td><td class="mdescRight">Q15 basic fully-connected layer function. <a href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">More...</a><br/></td></tr>
|
||||
<tr class="separator:gaac666c212b209e636c2369dd5c75d0dc"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga062912078da113f5dd2004fd919a0ff2"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_fully_connected_q15_opt</a> (const q15_t *pV, const q15_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q15_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:ga062912078da113f5dd2004fd919a0ff2"><td class="mdescLeft"> </td><td class="mdescRight">Q15 opt fully-connected layer function. <a href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga062912078da113f5dd2004fd919a0ff2"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ga4a1521e7532a1e62d71f3b12762016e2"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_fully_connected_mat_q7_vec_q15</a> (const q15_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
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||||
<tr class="memdesc:ga4a1521e7532a1e62d71f3b12762016e2"><td class="mdescLeft"> </td><td class="mdescRight">Mixed Q15-Q7 fully-connected layer function. <a href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga4a1521e7532a1e62d71f3b12762016e2"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:gae3857bb6375692e81dde8cbd70adec08"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_fully_connected_mat_q7_vec_q15_opt</a> (const q15_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:gae3857bb6375692e81dde8cbd70adec08"><td class="mdescLeft"> </td><td class="mdescRight">Mixed Q15-Q7 opt fully-connected layer function. <a href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">More...</a><br/></td></tr>
|
||||
<tr class="separator:gae3857bb6375692e81dde8cbd70adec08"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:abc4fb258cfe8500ee68e812a293a80a3"><td class="memItemLeft" align="right" valign="top">q7_t * </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnfunctions_8h.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nn_mat_mult_kernel_q7_q15</a> (const q7_t *pA, const q15_t *pInBuffer, const uint16_t ch_im_out, const uint16_t numCol_A, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut)</td></tr>
|
||||
<tr class="memdesc:abc4fb258cfe8500ee68e812a293a80a3"><td class="mdescLeft"> </td><td class="mdescRight">Matrix-Multiplication Kernels for Convolution. <a href="#abc4fb258cfe8500ee68e812a293a80a3">More...</a><br/></td></tr>
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||||
<tr class="separator:abc4fb258cfe8500ee68e812a293a80a3"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:aefe9c7ce9a65060a244b06dffe74c4b3"><td class="memItemLeft" align="right" valign="top">q7_t * </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnfunctions_8h.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nn_mat_mult_kernel_q7_q15_reordered</a> (const q7_t *pA, const q15_t *pInBuffer, const uint16_t ch_im_out, const uint16_t numCol_A, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut)</td></tr>
|
||||
<tr class="memdesc:aefe9c7ce9a65060a244b06dffe74c4b3"><td class="mdescLeft"> </td><td class="mdescRight">Matrix-multiplication function for convolution with reordered columns. <a href="#aefe9c7ce9a65060a244b06dffe74c4b3">More...</a><br/></td></tr>
|
||||
<tr class="separator:aefe9c7ce9a65060a244b06dffe74c4b3"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga638e803b4fe00426f401783a6255ca30"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">arm_relu_q7</a> (q7_t *data, uint16_t size)</td></tr>
|
||||
<tr class="memdesc:ga638e803b4fe00426f401783a6255ca30"><td class="mdescLeft"> </td><td class="mdescRight">Q7 RELU function. <a href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga638e803b4fe00426f401783a6255ca30"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga53bcc00e54b802919bb3c89c143ee5ba"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">arm_relu_q15</a> (q15_t *data, uint16_t size)</td></tr>
|
||||
<tr class="memdesc:ga53bcc00e54b802919bb3c89c143ee5ba"><td class="mdescLeft"> </td><td class="mdescRight">Q15 RELU function. <a href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga53bcc00e54b802919bb3c89c143ee5ba"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga79f11131ae6767d60e03b1f6506b1af8"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_direct_q7</a> (q7_t *data, uint16_t size, uint16_t int_width, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> type)</td></tr>
|
||||
<tr class="memdesc:ga79f11131ae6767d60e03b1f6506b1af8"><td class="mdescLeft"> </td><td class="mdescRight">Q7 neural network activation function using direct table look-up. <a href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga79f11131ae6767d60e03b1f6506b1af8"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga8932b57c8d0ee757511af2d40dcc11e7"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15</a> (q15_t *data, uint16_t size, uint16_t int_width, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> type)</td></tr>
|
||||
<tr class="memdesc:ga8932b57c8d0ee757511af2d40dcc11e7"><td class="mdescLeft"> </td><td class="mdescRight">Q15 neural network activation function using direct table look-up. <a href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga8932b57c8d0ee757511af2d40dcc11e7"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga99afcdcc61eaf429ab3ee823702e44ce"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">arm_maxpool_q7_HWC</a> (q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const uint16_t dim_im_out, q7_t *bufferA, q7_t *Im_out)</td></tr>
|
||||
<tr class="memdesc:ga99afcdcc61eaf429ab3ee823702e44ce"><td class="mdescLeft"> </td><td class="mdescRight">Q7 max pooling function. <a href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga99afcdcc61eaf429ab3ee823702e44ce"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gae4a7b07f97ec4313524c9fb9fbcb1f6a"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">arm_avepool_q7_HWC</a> (q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const uint16_t dim_im_out, q7_t *bufferA, q7_t *Im_out)</td></tr>
|
||||
<tr class="memdesc:gae4a7b07f97ec4313524c9fb9fbcb1f6a"><td class="mdescLeft"> </td><td class="mdescRight">Q7 average pooling function. <a href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">More...</a><br/></td></tr>
|
||||
<tr class="separator:gae4a7b07f97ec4313524c9fb9fbcb1f6a"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga89aff212a97a3cf32d9d7ddf11a8f43e"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Softmax.html#ga89aff212a97a3cf32d9d7ddf11a8f43e">arm_softmax_q7</a> (const q7_t *vec_in, const uint16_t dim_vec, q7_t *p_out)</td></tr>
|
||||
<tr class="memdesc:ga89aff212a97a3cf32d9d7ddf11a8f43e"><td class="mdescLeft"> </td><td class="mdescRight">Q7 softmax function. <a href="group__Softmax.html#ga89aff212a97a3cf32d9d7ddf11a8f43e">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga89aff212a97a3cf32d9d7ddf11a8f43e"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga1cacd8b84b8363079311987d0016ebe5"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Softmax.html#ga1cacd8b84b8363079311987d0016ebe5">arm_softmax_q15</a> (const q15_t *vec_in, const uint16_t dim_vec, q15_t *p_out)</td></tr>
|
||||
<tr class="memdesc:ga1cacd8b84b8363079311987d0016ebe5"><td class="mdescLeft"> </td><td class="mdescRight">Q15 softmax function. <a href="group__Softmax.html#ga1cacd8b84b8363079311987d0016ebe5">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga1cacd8b84b8363079311987d0016ebe5"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga02a296cb4f6361a70c3ecf1ef1238292"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1</a> (const uint8_t *input, const uint16_t input_x, const uint16_t input_y, const uint16_t input_ch, const uint8_t *kernel, const uint16_t kernel_x, const uint16_t kernel_y, const int16_t ch_mult, const int16_t pad_x, const int16_t pad_y, const int16_t stride_x, const int16_t stride_y, const int16_t dilation_x, const int16_t dilation_y, const int32_t *bias, const int32_t input_offset, const int32_t filter_offset, const int32_t output_offset, uint8_t *output, const uint16_t output_x, const uint16_t output_y, const int32_t output_activation_min, const int32_t output_activation_max, const int32_t out_shift, const int32_t out_mult)</td></tr>
|
||||
<tr class="memdesc:ga02a296cb4f6361a70c3ecf1ef1238292"><td class="mdescLeft"> </td><td class="mdescRight">uint8 depthwise convolution function with asymmetric quantization for even number of channel multiplier and input channels. Unless specified otherwise, arguments are mandatory. <a href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga02a296cb4f6361a70c3ecf1ef1238292"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
</table>
|
||||
<h2 class="groupheader">Macro Definition Documentation</h2>
|
||||
<a class="anchor" id="a710b6e009261290c6151f329cf409530"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define USE_INTRINSIC</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<h2 class="groupheader">Function Documentation</h2>
|
||||
<a class="anchor" id="abc4fb258cfe8500ee68e812a293a80a3"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">q7_t* arm_nn_mat_mult_kernel_q7_q15 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pA</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pInBuffer</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>ch_im_out</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>numCol_A</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>pOut</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<p>These functions are used within convolution layer functions for matrix multiplication.</p>
|
||||
<p>The implementation is similar to CMSIS-DSP arm_mat_mult functions with one Q7 and one Q15 operands. The Q15 operand is the im2col output which is always with 2 columns. Matrix-multiplication function for convolution </p>
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pA</td><td>pointer to operand A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pInBuffer</td><td>pointer to operand B, always conssists of 2 vectors </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">ch_im_out</td><td>numRow of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">numCol_A</td><td>numCol of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>the bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns the incremented output pointer</dd></dl>
|
||||
<p>Matrix-Multiplication Kernels for Convolution.</p>
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pA</td><td>pointer to operand A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pInBuffer</td><td>pointer to operand B, always conssists of 2 vectors </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">ch_im_out</td><td>numRow of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">numCol_A</td><td>numCol of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>the bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns the incremented output pointer</dd></dl>
|
||||
<p>This function does the matrix multiplication with weight matrix and 2 columns from im2col. </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_convolve_HWC_q7_basic()</a>, <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_convolve_HWC_q7_basic_nonsquare()</a>, and <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_convolve_HWC_q7_RGB()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="aefe9c7ce9a65060a244b06dffe74c4b3"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">q7_t* arm_nn_mat_mult_kernel_q7_q15_reordered </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pA</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pInBuffer</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>ch_im_out</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>numCol_A</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>pOut</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pA</td><td>pointer to operand A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pInBuffer</td><td>pointer to operand B, always conssists of 2 vectors </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">ch_im_out</td><td>numRow of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">numCol_A</td><td>numCol of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>the bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns the incremented output pointer</dd></dl>
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pA</td><td>pointer to operand A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pInBuffer</td><td>pointer to operand B, always conssists of 2 vectors </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">ch_im_out</td><td>numRow of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">numCol_A</td><td>numCol of A </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>the bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns the incremented output pointer</dd></dl>
|
||||
<p>This function assumes that data in pInBuffer are reordered </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_convolve_1x1_HWC_q7_fast_nonsquare()</a>, <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_convolve_HWC_q7_fast()</a>, and <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_convolve_HWC_q7_fast_nonsquare()</a>.</p>
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Data Structures</h2></td></tr>
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<tr class="memitem:"><td class="memItemLeft" align="right" valign="top">union  </td><td class="memItemRight" valign="bottom"><a class="el" href="unionarm__nnword.html">arm_nnword</a></td></tr>
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<tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Union for SIMD access of Q31/Q15/Q7 types. <a href="unionarm__nnword.html#details">More...</a><br/></td></tr>
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Macros</h2></td></tr>
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<tr class="memitem:a2953f124ae444ebdd2b2a0873ac36b7e"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a2953f124ae444ebdd2b2a0873ac36b7e">LEFT_SHIFT</a>(_shift)</td></tr>
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<tr class="memitem:a26af54489c1401b91595bf0c92ef87c4"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a26af54489c1401b91595bf0c92ef87c4">RIGHT_SHIFT</a>(_shift)</td></tr>
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<tr class="memitem:a1eb725c94dbb052aa24b62321be0445b"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a1eb725c94dbb052aa24b62321be0445b">Q31_MIN</a></td></tr>
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<tr class="memitem:a468734b237f1c95a31715aa2b60a576e"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a468734b237f1c95a31715aa2b60a576e">Q31_MAX</a></td></tr>
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<tr class="separator:a468734b237f1c95a31715aa2b60a576e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4cbd428a2b4a4f6b2a6e4219520c7ce0"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>(out_shift)</td></tr>
|
||||
<tr class="memdesc:a4cbd428a2b4a4f6b2a6e4219520c7ce0"><td class="mdescLeft"> </td><td class="mdescRight">macro for adding rounding offset <a href="#a4cbd428a2b4a4f6b2a6e4219520c7ce0">More...</a><br/></td></tr>
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<tr class="separator:a4cbd428a2b4a4f6b2a6e4219520c7ce0"><td class="memSeparator" colspan="2"> </td></tr>
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Enumerations</h2></td></tr>
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<tr class="memitem:a7f41aa78cd9a0552fae9b348ee4831a0"><td class="memItemLeft" align="right" valign="top">enum  </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> </td></tr>
|
||||
<tr class="memdesc:a7f41aa78cd9a0552fae9b348ee4831a0"><td class="mdescLeft"> </td><td class="mdescRight">Struct for specifying activation function types. <a href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">More...</a><br/></td></tr>
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Functions</h2></td></tr>
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<tr class="memitem:gae349de4dba8d253c89d45794ccf05680"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">arm_q7_to_q15_no_shift</a> (const q7_t *pSrc, q15_t *pDst, uint32_t blockSize)</td></tr>
|
||||
<tr class="memdesc:gae349de4dba8d253c89d45794ccf05680"><td class="mdescLeft"> </td><td class="mdescRight">Converts the elements of the Q7 vector to Q15 vector without left-shift. <a href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">More...</a><br/></td></tr>
|
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<tr class="separator:gae349de4dba8d253c89d45794ccf05680"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:gaba8fd446d5f54760b406ee63b25d1aee"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_q7_to_q15_reordered_no_shift</a> (const q7_t *pSrc, q15_t *pDst, uint32_t blockSize)</td></tr>
|
||||
<tr class="memdesc:gaba8fd446d5f54760b406ee63b25d1aee"><td class="mdescLeft"> </td><td class="mdescRight">Converts the elements of the Q7 vector to reordered Q15 vector without left-shift. <a href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">More...</a><br/></td></tr>
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||||
<tr class="separator:gaba8fd446d5f54760b406ee63b25d1aee"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ga08f8340aa6533271b3aa6d211614fe22"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">arm_nn_mult_q15</a> (q15_t *pSrcA, q15_t *pSrcB, q15_t *pDst, const uint16_t out_shift, uint32_t blockSize)</td></tr>
|
||||
<tr class="memdesc:ga08f8340aa6533271b3aa6d211614fe22"><td class="mdescLeft"> </td><td class="mdescRight">Q7 vector multiplication with variable output shifts. <a href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga08f8340aa6533271b3aa6d211614fe22"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:gad46c9ab012cceda8ce6681c687a58c70"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">arm_nn_mult_q7</a> (q7_t *pSrcA, q7_t *pSrcB, q7_t *pDst, const uint16_t out_shift, uint32_t blockSize)</td></tr>
|
||||
<tr class="memdesc:gad46c9ab012cceda8ce6681c687a58c70"><td class="mdescLeft"> </td><td class="mdescRight">Q7 vector multiplication with variable output shifts. <a href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">More...</a><br/></td></tr>
|
||||
<tr class="separator:gad46c9ab012cceda8ce6681c687a58c70"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:a51721c10f116c9f5b8d9908367989d44"><td class="memItemLeft" align="right" valign="top">__STATIC_FORCEINLINE q31_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#a51721c10f116c9f5b8d9908367989d44">arm_nn_sat_doubling_high_mult</a> (const q31_t m1, const q31_t m2)</td></tr>
|
||||
<tr class="memdesc:a51721c10f116c9f5b8d9908367989d44"><td class="mdescLeft"> </td><td class="mdescRight">Saturating doubling high multiply. Result matches NEON instruction VQRDMULH. <a href="#a51721c10f116c9f5b8d9908367989d44">More...</a><br/></td></tr>
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<tr class="separator:a51721c10f116c9f5b8d9908367989d44"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:ab6dbc2fd53fae3ccdd1d0d70c8d3b491"><td class="memItemLeft" align="right" valign="top">__STATIC_FORCEINLINE q31_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nnsupportfunctions_8h.html#ab6dbc2fd53fae3ccdd1d0d70c8d3b491">arm_nn_divide_by_power_of_two</a> (const q31_t dividend, const q31_t exponent)</td></tr>
|
||||
<tr class="memdesc:ab6dbc2fd53fae3ccdd1d0d70c8d3b491"><td class="mdescLeft"> </td><td class="mdescRight">Rounding divide by power of two. <a href="#ab6dbc2fd53fae3ccdd1d0d70c8d3b491">More...</a><br/></td></tr>
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<tr class="separator:ab6dbc2fd53fae3ccdd1d0d70c8d3b491"><td class="memSeparator" colspan="2"> </td></tr>
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</table>
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<h2 class="groupheader">Macro Definition Documentation</h2>
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<td class="memname">#define LEFT_SHIFT</td>
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<td>(</td>
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<td class="paramtype"> </td>
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<td class="paramname">_shift</td><td>)</td>
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<p>Referenced by <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1()</a>.</p>
|
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<a class="anchor" id="a4cbd428a2b4a4f6b2a6e4219520c7ce0"></a>
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<td class="memname">#define NN_ROUND</td>
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<td>(</td>
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<td class="paramtype"> </td>
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<td class="paramname">out_shift</td><td>)</td>
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<p>Referenced by <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_convolve_1x1_HWC_q7_fast_nonsquare()</a>, <a class="el" href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">arm_convolve_HWC_q15_basic()</a>, <a class="el" href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">arm_convolve_HWC_q15_fast()</a>, <a class="el" href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">arm_convolve_HWC_q15_fast_nonsquare()</a>, <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_convolve_HWC_q7_basic()</a>, <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_convolve_HWC_q7_basic_nonsquare()</a>, <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_convolve_HWC_q7_fast()</a>, <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_convolve_HWC_q7_fast_nonsquare()</a>, <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_convolve_HWC_q7_RGB()</a>, <a class="el" href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">arm_depthwise_separable_conv_HWC_q7()</a>, <a class="el" href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">arm_depthwise_separable_conv_HWC_q7_nonsquare()</a>, <a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_fully_connected_mat_q7_vec_q15()</a>, <a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_fully_connected_mat_q7_vec_q15_opt()</a>, <a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_fully_connected_q15()</a>, <a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_fully_connected_q15_opt()</a>, <a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_fully_connected_q7()</a>, <a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_fully_connected_q7_opt()</a>, <a class="el" href="arm__nn__mat__mult__kernel__q7__q15_8c.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nn_mat_mult_kernel_q7_q15()</a>, <a class="el" href="arm__nn__mat__mult__kernel__q7__q15__reordered_8c.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nn_mat_mult_kernel_q7_q15_reordered()</a>, <a class="el" href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">arm_nn_mult_q15()</a>, and <a class="el" href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">arm_nn_mult_q7()</a>.</p>
|
||||
|
||||
</div>
|
||||
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|
||||
<a class="anchor" id="a468734b237f1c95a31715aa2b60a576e"></a>
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<div class="memproto">
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<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">#define Q31_MAX</td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnsupportfunctions_8h.html#a51721c10f116c9f5b8d9908367989d44">arm_nn_sat_doubling_high_mult()</a>.</p>
|
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<a class="anchor" id="a1eb725c94dbb052aa24b62321be0445b"></a>
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<tr>
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<td class="memname">#define Q31_MIN</td>
|
||||
</tr>
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</table>
|
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</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnsupportfunctions_8h.html#a51721c10f116c9f5b8d9908367989d44">arm_nn_sat_doubling_high_mult()</a>.</p>
|
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<tr>
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<td class="memname">#define RIGHT_SHIFT</td>
|
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<td>(</td>
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||||
<td class="paramtype"> </td>
|
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<td class="paramname">_shift</td><td>)</td>
|
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<td></td>
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||||
</tr>
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</table>
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</div><div class="memdoc">
|
||||
|
||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<h2 class="groupheader">Enumeration Type Documentation</h2>
|
||||
<a class="anchor" id="a7f41aa78cd9a0552fae9b348ee4831a0"></a>
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||||
<div class="memitem">
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||||
<div class="memproto">
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||||
<table class="memname">
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||||
<tr>
|
||||
<td class="memname">enum <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a></td>
|
||||
</tr>
|
||||
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||||
</div><div class="memdoc">
|
||||
<table class="fieldtable">
|
||||
<tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><em><a class="anchor" id="a7f41aa78cd9a0552fae9b348ee4831a0a49b307e029715fbaa6f3101c806b8c54"></a>ARM_SIGMOID</em> </td><td class="fielddoc">
|
||||
<p>Sigmoid activation function </p>
|
||||
</td></tr>
|
||||
<tr><td class="fieldname"><em><a class="anchor" id="a7f41aa78cd9a0552fae9b348ee4831a0ac24e4db95c986f16c10dca71a4b4e1c5"></a>ARM_TANH</em> </td><td class="fielddoc">
|
||||
<p>Tanh activation function </p>
|
||||
</td></tr>
|
||||
</table>
|
||||
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||||
</div>
|
||||
</div>
|
||||
<h2 class="groupheader">Function Documentation</h2>
|
||||
<a class="anchor" id="ab6dbc2fd53fae3ccdd1d0d70c8d3b491"></a>
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<td class="memname">__STATIC_FORCEINLINE q31_t arm_nn_divide_by_power_of_two </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q31_t </td>
|
||||
<td class="paramname"><em>dividend</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q31_t </td>
|
||||
<td class="paramname"><em>exponent</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
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<td></td><td></td>
|
||||
</tr>
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||||
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||||
</div><div class="memdoc">
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||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dividend</td><td>- Dividend </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">exponent</td><td>- Divisor = power(2, exponent) Range: [0, 31] </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>Rounded result of division. Midpoint is rounded away from zero. </dd></dl>
|
||||
|
||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1()</a>.</p>
|
||||
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<a class="anchor" id="a51721c10f116c9f5b8d9908367989d44"></a>
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|
||||
<tr>
|
||||
<td class="memname">__STATIC_FORCEINLINE q31_t arm_nn_sat_doubling_high_mult </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q31_t </td>
|
||||
<td class="paramname"><em>m1</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q31_t </td>
|
||||
<td class="paramname"><em>m2</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
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<td></td><td></td>
|
||||
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||||
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||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">m1</td><td>Multiplicand </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">m2</td><td>Multiplier </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>Result of multiplication. </dd></dl>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a468734b237f1c95a31715aa2b60a576e">Q31_MAX</a>, and <a class="el" href="arm__nnsupportfunctions_8h.html#a1eb725c94dbb052aa24b62321be0445b">Q31_MIN</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1()</a>.</p>
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Variables</h2></td></tr>
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<tr class="memitem:ae2ff3f4e7014f535358167150bdd544f"><td class="memItemLeft" align="right" valign="top">const q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#ae2ff3f4e7014f535358167150bdd544f">sigmoidTable_q7</a> [256]</td></tr>
|
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<tr class="memdesc:ae2ff3f4e7014f535358167150bdd544f"><td class="mdescLeft"> </td><td class="mdescRight">tables for various activation functions <a href="#ae2ff3f4e7014f535358167150bdd544f">More...</a><br/></td></tr>
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<tr class="separator:ae2ff3f4e7014f535358167150bdd544f"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab4d7b07c387a3537d4efe21da86115b0"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#ab4d7b07c387a3537d4efe21da86115b0">sigmoidTable_q15</a> [256]</td></tr>
|
||||
<tr class="memdesc:ab4d7b07c387a3537d4efe21da86115b0"><td class="mdescLeft"> </td><td class="mdescRight">tables for various activation functions <a href="#ab4d7b07c387a3537d4efe21da86115b0">More...</a><br/></td></tr>
|
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<tr class="separator:ab4d7b07c387a3537d4efe21da86115b0"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a69dc528cb377690d5b37accfdfd226b1"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#a69dc528cb377690d5b37accfdfd226b1">sigmoidLTable_q15</a> [128]</td></tr>
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<tr class="separator:a69dc528cb377690d5b37accfdfd226b1"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a107a16eaa36f4392fa3ed3792ad6c2cb"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#a107a16eaa36f4392fa3ed3792ad6c2cb">sigmoidHTable_q15</a> [192]</td></tr>
|
||||
<tr class="memdesc:a107a16eaa36f4392fa3ed3792ad6c2cb"><td class="mdescLeft"> </td><td class="mdescRight">2-way tables for various activation functions <a href="#a107a16eaa36f4392fa3ed3792ad6c2cb">More...</a><br/></td></tr>
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<tr class="separator:a107a16eaa36f4392fa3ed3792ad6c2cb"><td class="memSeparator" colspan="2"> </td></tr>
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||||
<tr class="memitem:a4f854bdf13f630ec21b3ad074491e32f"><td class="memItemLeft" align="right" valign="top">const q7_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#a4f854bdf13f630ec21b3ad074491e32f">tanhTable_q7</a> [256]</td></tr>
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<tr class="memitem:a6faad2fec173b2702fd0f219a83ca320"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#a6faad2fec173b2702fd0f219a83ca320">tanhTable_q15</a> [256]</td></tr>
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<tr class="memitem:a7cb5ad2fff7e241d09024332488a706e"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#a7cb5ad2fff7e241d09024332488a706e">tanhLTable_q15</a> [128]</td></tr>
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<tr class="separator:a7cb5ad2fff7e241d09024332488a706e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a4d093f7b0dc798d4898ff4fd125b21a6"><td class="memItemLeft" align="right" valign="top">const q15_t </td><td class="memItemRight" valign="bottom"><a class="el" href="arm__nntables_8c.html#a4d093f7b0dc798d4898ff4fd125b21a6">tanhHTable_q15</a> [192]</td></tr>
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</table>
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<h2 class="groupheader">Variable Documentation</h2>
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<a class="anchor" id="a107a16eaa36f4392fa3ed3792ad6c2cb"></a>
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<td class="memname">const q15_t sigmoidHTable_q15[192]</td>
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</table>
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</div><div class="memdoc">
|
||||
<p>2-way table, H table for value larger than 1/4 L table for value smaller than 1/4, H table for remaining We have this only for the q15_t version. It does not make sense to have it for q7_t type </p>
|
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<td class="memname">const q15_t sigmoidLTable_q15[128]</td>
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<td class="memname">const q15_t sigmoidTable_q15[256]</td>
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<p>Referenced by <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15()</a>.</p>
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<td class="memname">const q7_t sigmoidTable_q7[256]</td>
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</div><div class="memdoc">
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<p>This file include the declaration of common tables. Most of them are used for activation functions</p>
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||||
<p>Assumption: Unified table: input is 3.x format, i.e, range of [-8, 8) sigmoid(8) = 0.9996646498695336 tanh(8) = 0.9999997749296758 The accuracy here should be good enough</p>
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||||
<p>2-stage HL table:</p>
|
||||
<p>The entire input range is divided into two parts:</p>
|
||||
<p>Low range table: 0x000x xxxx or 0x111x xxxx table entry will be the binary number excluding the first two digits, i.e., 0x0x xxxx or 0x1x xxxx</p>
|
||||
<p>High range table 0x0010 0000 – 0x0111 1111 0x1000 0000 – 0x1101 1111</p>
|
||||
<p>For positive numbers, table entry will be 0x0010 0000 – 0x0111 1111 minus 0x0010 0000 i.e., 0x0000 0000 - 0x0101 11111</p>
|
||||
<p>same thing for the negative numbers, table entry will be 0x1000 0000 – 0x1101 1111 minux 0x0010 0000 i.e., 0x0110 0000 - 0x1011 1111 </p>
|
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|
||||
<p>Referenced by <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_direct_q7()</a>.</p>
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<td class="memname">const q15_t tanhHTable_q15[192]</td>
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<td class="memname">const q15_t tanhLTable_q15[128]</td>
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<td class="memname">const q15_t tanhTable_q15[256]</td>
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</table>
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</div><div class="memdoc">
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||||
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||||
<p>Referenced by <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15()</a>.</p>
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<td class="memname">const q7_t tanhTable_q7[256]</td>
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||||
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<p>Referenced by <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_direct_q7()</a>.</p>
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Functions</h2></td></tr>
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<tr class="memitem:ga99afcdcc61eaf429ab3ee823702e44ce"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">arm_maxpool_q7_HWC</a> (q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const uint16_t dim_im_out, q7_t *bufferA, q7_t *Im_out)</td></tr>
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<tr class="memdesc:ga99afcdcc61eaf429ab3ee823702e44ce"><td class="mdescLeft"> </td><td class="mdescRight">Q7 max pooling function. <a href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">More...</a><br/></td></tr>
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<tr class="memitem:gae4a7b07f97ec4313524c9fb9fbcb1f6a"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">arm_avepool_q7_HWC</a> (q7_t *Im_in, const uint16_t dim_im_in, const uint16_t ch_im_in, const uint16_t dim_kernel, const uint16_t padding, const uint16_t stride, const uint16_t dim_im_out, q7_t *bufferA, q7_t *Im_out)</td></tr>
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<tr class="memdesc:gae4a7b07f97ec4313524c9fb9fbcb1f6a"><td class="mdescLeft"> </td><td class="mdescRight">Q7 average pooling function. <a href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">More...</a><br/></td></tr>
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<tr class="memdesc:gae349de4dba8d253c89d45794ccf05680"><td class="mdescLeft"> </td><td class="mdescRight">Converts the elements of the Q7 vector to Q15 vector without left-shift. <a href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">More...</a><br/></td></tr>
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<tr class="memdesc:gaba8fd446d5f54760b406ee63b25d1aee"><td class="mdescLeft"> </td><td class="mdescRight">Converts the elements of the Q7 vector to reordered Q15 vector without left-shift. <a href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">More...</a><br/></td></tr>
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var childArr = childImages.filter("[id^=arr]");
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childRows.show(); //show all children
|
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|
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updateStripes();
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|
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|
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|
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function toggleInherit(id)
|
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|
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var rows = $('tr.inherit.'+id);
|
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var img = $('tr.inherit_header.'+id+' img');
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rows.css('display','none');
|
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$(img).attr('src',src.substring(0,src.length-8)+'closed.png');
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$(img).attr('src',src.substring(0,src.length-10)+'open.png');
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<meta http-equiv="X-UA-Compatible" content="IE=9"/>
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<title>File List</title>
|
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<title>CMSIS-NN: File List</title>
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<link href="tabs.css" rel="stylesheet" type="text/css"/>
|
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<link href="cmsis.css" rel="stylesheet" type="text/css" />
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<script type="text/javascript">
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$(document).ready(function() { searchBox.OnSelectItem(0); });
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<td id="projectlogo"><img alt="Logo" src="CMSIS_Logo_Final.png"/></td>
|
||||
<td style="padding-left: 0.5em;">
|
||||
<div id="projectname">CMSIS-NN
|
||||
 <span id="projectnumber">Version 1.2.0</span>
|
||||
</div>
|
||||
<div id="projectbrief">CMSIS NN Software Library</div>
|
||||
</td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
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<ul class="tablist">
|
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writeComponentTabs.call(this);
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<div id="navrow1" class="tabs">
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<ul class="tablist">
|
||||
<li><a href="index.html"><span>Main Page</span></a></li>
|
||||
<li><a href="pages.html"><span>Usage and Description</span></a></li>
|
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<li><a href="modules.html"><span>Reference</span></a></li>
|
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<li>
|
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<div id="MSearchBox" class="MSearchBoxInactive">
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</li>
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</ul>
|
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|
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|
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|
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class="ui-resizable-handle">
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<a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(0)"><span class="SelectionMark"> </span>All</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(1)"><span class="SelectionMark"> </span>Data Structures</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(2)"><span class="SelectionMark"> </span>Namespaces</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(3)"><span class="SelectionMark"> </span>Files</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(4)"><span class="SelectionMark"> </span>Functions</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(5)"><span class="SelectionMark"> </span>Variables</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(6)"><span class="SelectionMark"> </span>Enumerations</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(7)"><span class="SelectionMark"> </span>Enumerator</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(8)"><span class="SelectionMark"> </span>Macros</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(9)"><span class="SelectionMark"> </span>Groups</a><a class="SelectItem" href="javascript:void(0)" onclick="searchBox.OnSelectItem(10)"><span class="SelectionMark"> </span>Pages</a></div>
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|
||||
|
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|
||||
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|
||||
<div class="title">File List</div> </div>
|
||||
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|
||||
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|
||||
<div class="textblock">Here is a list of all files with brief descriptions:</div><div class="directory">
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|
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<tr id="row_0_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__1x1__HWC__q7__fast__nonsquare_8c.html" target="_self">arm_convolve_1x1_HWC_q7_fast_nonsquare.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_1_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q15__basic_8c.html" target="_self">arm_convolve_HWC_q15_basic.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_2_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q15__fast_8c.html" target="_self">arm_convolve_HWC_q15_fast.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_3_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q15__fast__nonsquare_8c.html" target="_self">arm_convolve_HWC_q15_fast_nonsquare.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_4_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q7__basic_8c.html" target="_self">arm_convolve_HWC_q7_basic.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_5_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q7__basic__nonsquare_8c.html" target="_self">arm_convolve_HWC_q7_basic_nonsquare.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_6_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q7__fast_8c.html" target="_self">arm_convolve_HWC_q7_fast.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_7_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q7__fast__nonsquare_8c.html" target="_self">arm_convolve_HWC_q7_fast_nonsquare.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_8_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__convolve__HWC__q7__RGB_8c.html" target="_self">arm_convolve_HWC_q7_RGB.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_9_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__depthwise__conv__u8__basic__ver1_8c.html" target="_self">arm_depthwise_conv_u8_basic_ver1.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_10_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__depthwise__separable__conv__HWC__q7_8c.html" target="_self">arm_depthwise_separable_conv_HWC_q7.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_11_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__depthwise__separable__conv__HWC__q7__nonsquare_8c.html" target="_self">arm_depthwise_separable_conv_HWC_q7_nonsquare.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_12_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__fully__connected__mat__q7__vec__q15_8c.html" target="_self">arm_fully_connected_mat_q7_vec_q15.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_13_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__fully__connected__mat__q7__vec__q15__opt_8c.html" target="_self">arm_fully_connected_mat_q7_vec_q15_opt.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_14_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__fully__connected__q15_8c.html" target="_self">arm_fully_connected_q15.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_15_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__fully__connected__q15__opt_8c.html" target="_self">arm_fully_connected_q15_opt.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_16_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__fully__connected__q7_8c.html" target="_self">arm_fully_connected_q7.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_17_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__fully__connected__q7__opt_8c.html" target="_self">arm_fully_connected_q7_opt.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_18_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__activations__q15_8c.html" target="_self">arm_nn_activations_q15.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_19_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__activations__q7_8c.html" target="_self">arm_nn_activations_q7.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_20_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__mat__mult__kernel__q7__q15_8c.html" target="_self">arm_nn_mat_mult_kernel_q7_q15.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_21_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__mat__mult__kernel__q7__q15__reordered_8c.html" target="_self">arm_nn_mat_mult_kernel_q7_q15_reordered.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_22_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__mult__q15_8c.html" target="_self">arm_nn_mult_q15.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_23_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__mult__q7_8c.html" target="_self">arm_nn_mult_q7.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_24_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nn__tables_8h.html" target="_self">arm_nn_tables.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_25_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnexamples__cifar10_8cpp.html" target="_self">arm_nnexamples_cifar10.cpp</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_26_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnexamples__cifar10__inputs_8h.html" target="_self">arm_nnexamples_cifar10_inputs.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_27_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnexamples__cifar10__parameter_8h.html" target="_self">arm_nnexamples_cifar10_parameter.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_28_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnexamples__cifar10__weights_8h.html" target="_self">arm_nnexamples_cifar10_weights.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_29_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnexamples__gru_8cpp.html" target="_self">arm_nnexamples_gru.cpp</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_30_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnexamples__gru__test__data_8h.html" target="_self">arm_nnexamples_gru_test_data.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_31_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnfunctions_8h.html" target="_self">arm_nnfunctions.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_32_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nnsupportfunctions_8h.html" target="_self">arm_nnsupportfunctions.h</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_33_"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__nntables_8c.html" target="_self">arm_nntables.c</a></td><td class="desc"></td></tr>
|
||||
<tr id="row_34_" class="even"><td class="entry"><img src="ftv2node.png" alt="o" width="16" height="22" /><img src="ftv2doc.png" alt="*" width="24" height="22" /><a class="el" href="arm__pool__q7__HWC_8c.html" target="_self">arm_pool_q7_HWC.c</a></td><td class="desc"></td></tr>
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: <a class="el" href="unionarm__nnword.html#ac7cff6480a8e29d95f29b73cb1267249">arm_nnword</a>
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: <a class="el" href="unionarm__nnword.html#a35c7b2ae25e35e0ddcd9ec0a1a6f8d18">arm_nnword</a>
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|
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 <span id="projectnumber">Version 1.2.0</span>
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 <ul>
|
||||
<li>bytes
|
||||
: <a class="el" href="unionarm__nnword.html#ac7cff6480a8e29d95f29b73cb1267249">arm_nnword</a>
|
||||
</li>
|
||||
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|
||||
: <a class="el" href="unionarm__nnword.html#a9b5e49e4e2c4b7203e07b305386bb2ba">arm_nnword</a>
|
||||
</li>
|
||||
<li>word
|
||||
: <a class="el" href="unionarm__nnword.html#a35c7b2ae25e35e0ddcd9ec0a1a6f8d18">arm_nnword</a>
|
||||
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|
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<div class="contents">
|
||||
<div class="textblock">Here is a list of all functions, variables, defines, enums, and typedefs with links to the files they belong to:</div>
|
||||
|
||||
<h3><a class="anchor" id="index_a"></a>- a -</h3><ul>
|
||||
<li>arm_avepool_q7_HWC()
|
||||
: <a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">arm_pool_q7_HWC.c</a>
|
||||
</li>
|
||||
<li>ARM_SIGMOID
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0a49b307e029715fbaa6f3101c806b8c54">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
<li>ARM_TANH
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0ac24e4db95c986f16c10dca71a4b4e1c5">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_c"></a>- c -</h3><ul>
|
||||
<li>arm_convolve_1x1_HWC_q7_fast_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_convolve_1x1_HWC_q7_fast_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q15_basic()
|
||||
: <a class="el" href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">arm_convolve_HWC_q15_basic.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q15_fast()
|
||||
: <a class="el" href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">arm_convolve_HWC_q15_fast.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q15_fast_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">arm_convolve_HWC_q15_fast_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_basic()
|
||||
: <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_convolve_HWC_q7_basic.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_basic_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_convolve_HWC_q7_basic_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_fast()
|
||||
: <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_convolve_HWC_q7_fast.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_fast_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_convolve_HWC_q7_fast_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_RGB()
|
||||
: <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_convolve_HWC_q7_RGB.c</a>
|
||||
</li>
|
||||
<li>col_buffer
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a1f988afc6d7fe29ded1eafbf79a70386">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>CONV1_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4cb0cfbbb61aa122890a656646532eeb">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>conv1_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a2dd28923edd6ae13ec6e61e1d876650c">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>CONV1_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4150dd1364fd3534561c5c6e530f9bfb">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV1_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aea8b1c41a63cf63eb6e7f049e84f22f7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a23ded220d27415ee1f6d9ac0bfdf38cb">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ad51c611a952fac7102ca15a06eabb908">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_OUT_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3c1777ba8f883a5490beb3d79050c8dc">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a6262e2cd96ec12681024ab4ac73d607b">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#aa8f89682da16a15a092d06097a5696d3">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV1_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a2bb0fafdfd2c283df4708ec53f3d90f7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a596cdcf742e142edc29a0a0e44496c7c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a257ee65177e8e51191b5204f3fda8dca">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>conv1_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a230b7412ffaaa297340ddcb49c828b4b">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv2_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a686e558e4de77f778c775c9f0c9866d0">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>CONV2_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#adbdb9a359c8e4104203e3783d8c1adb1">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#afa70cc595390d9205c78a58795f070f4">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a060a8a5766a5eecaff9294f57301c99c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a832f71006d5c1e2bedbbcf192308d40e">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a95b397cea14323e9037604cfcd245c26">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_OUT_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3be645ea438c983786878c0198ed9ae8">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a9953ead804e13dcd90d96dda64a330a4">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ad872d34bfa54d86f9e5177dd2ff40d79">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a39c1c3497169012a512219446613be0c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a04f3292f8c8bac6dab973fb74eab2aa1">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a9fd43e19e65f000a8b28d9f3505f0f6f">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>conv2_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a52875a8218c39da056e6d5bfb2030230">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv3_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a70b571cac288e0d371eb9f5e7c3ccbdd">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>CONV3_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a8047897a26edb638e4f8c01734eb969b">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a5457926e12a9e6b0ae9754d509fb7918">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a1d0f9b2d219527c5070e20c50c0ced41">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a04ab2b7e8de2668e0087448664814f87">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a045174d68a25bfd7691303f1a063ac72">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_OUT_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a2ab3ad342128296bb1102c3632131fd7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#acf75167523a29737f045cc2280ce0914">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ae38425db927f582d7b5edfcfaa03c676">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#af7824a30efdeefbf468c24a70678131a">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#af6ff8c82aa2d1f58a125fe71169b7cc1">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>conv3_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a174a146d0ffaa32b073c84d95c489fed">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>CONV3_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#aa3605f1b1fafb1612311727d9b97b0f2">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_d"></a>- d -</h3><ul>
|
||||
<li>arm_depthwise_conv_u8_basic_ver1()
|
||||
: <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1.c</a>
|
||||
</li>
|
||||
<li>arm_depthwise_separable_conv_HWC_q7()
|
||||
: <a class="el" href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">arm_depthwise_separable_conv_HWC_q7.c</a>
|
||||
, <a class="el" href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_depthwise_separable_conv_HWC_q7_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">arm_depthwise_separable_conv_HWC_q7_nonsquare.c</a>
|
||||
</li>
|
||||
<li>DILATION_X
|
||||
: <a class="el" href="arm__depthwise__conv__u8__basic__ver1_8c.html#aeb98996ffa34fb40d8e91919d2ebdc56">arm_depthwise_conv_u8_basic_ver1.c</a>
|
||||
</li>
|
||||
<li>DILATION_Y
|
||||
: <a class="el" href="arm__depthwise__conv__u8__basic__ver1_8c.html#a9371ac7b5689f9e74a18a2d548c32033">arm_depthwise_conv_u8_basic_ver1.c</a>
|
||||
</li>
|
||||
<li>DIM_HISTORY
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>DIM_INPUT
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>DIM_VEC
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a9b4b56c701e4258f8f6c87f225fbcebc">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_f"></a>- f -</h3><ul>
|
||||
<li>arm_fully_connected_mat_q7_vec_q15()
|
||||
: <a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_fully_connected_mat_q7_vec_q15.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_mat_q7_vec_q15_opt()
|
||||
: <a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_fully_connected_mat_q7_vec_q15_opt.c</a>
|
||||
, <a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q15()
|
||||
: <a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_fully_connected_q15.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q15_opt()
|
||||
: <a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_fully_connected_q15_opt.c</a>
|
||||
, <a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q7()
|
||||
: <a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_fully_connected_q7.c</a>
|
||||
, <a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q7_opt()
|
||||
: <a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_fully_connected_q7_opt.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_g"></a>- g -</h3><ul>
|
||||
<li>gru_example()
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_h"></a>- h -</h3><ul>
|
||||
<li>HIDDEN_STATE_BIAS
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a73d4e38a4aa9fa9d761d08d33b3a07fd">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>hidden_state_bias
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a40dda695923891899cb86b2f01bfd98a">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>HIDDEN_STATE_WEIGHT_X2
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a9ab9fa603208647d992b3367a757979b">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>HIDDEN_STATE_WEIGHT_X4
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a619947523492a72ab306da514e843ae3">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>hidden_state_weights
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ab18783e8d8449d7222ec4a64dfcc92e6">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>HISTORY_DATA
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a55c93e4e823bca1e77f4487d1ab9c056">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_i"></a>- i -</h3><ul>
|
||||
<li>image_data
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#aafa3e1726dde028f2dcce4febc1e9197">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>IMG_DATA
|
||||
: <a class="el" href="arm__nnexamples__cifar10__inputs_8h.html#a82161fe5498521048731fc21a04577c3">arm_nnexamples_cifar10_inputs.h</a>
|
||||
</li>
|
||||
<li>INPUT_DATA1
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a1b0f5149443198bdde521a0a06c453c1">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>INPUT_DATA2
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#ae0d8a5f051f29980e62884ec34668026">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>INPUT_MEAN_SHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a476266acb4adb419f566006dce8829c3">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>INPUT_RIGHT_SHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4205de60010d416664775e3aa0f9ec62">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>IP1_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ac88810411c45272e8f9144682b9d85bc">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>ip1_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#af715ce48798db09f3bed1753fed5c5fb">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>IP1_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a3a98024d4e4c7fa2fbbc216812fb9b35">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>IP1_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a5777b4b3cc406dc06397ba2d5bed9fda">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3e4df285b7ca272ee897be69575ab6c5">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a4c4ae51cf7195762dd43ea13825277be">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_OUT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aa7cda996b7185414b1af9762e37ac66f">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a67fad411ab3695e450e62ad0509a7eec">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>ip1_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a244dc5b6679b33a0a85b55adbe969208">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>IP1_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ad77644a78b16c4bd9f7a12a0406004ed">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_l"></a>- l -</h3><ul>
|
||||
<li>LEFT_SHIFT
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a2953f124ae444ebdd2b2a0873ac36b7e">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_m"></a>- m -</h3><ul>
|
||||
<li>arm_maxpool_q7_HWC()
|
||||
: <a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">arm_pool_q7_HWC.c</a>
|
||||
</li>
|
||||
<li>main()
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">arm_nnexamples_cifar10.cpp</a>
|
||||
, <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_n"></a>- n -</h3><ul>
|
||||
<li>arm_nn_activation_type
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_nn_activations_direct_q15()
|
||||
: <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_q15.c</a>
|
||||
</li>
|
||||
<li>arm_nn_activations_direct_q7()
|
||||
: <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_q7.c</a>
|
||||
</li>
|
||||
<li>arm_nn_divide_by_power_of_two()
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#ab6dbc2fd53fae3ccdd1d0d70c8d3b491">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_nn_mat_mult_kernel_q7_q15()
|
||||
: <a class="el" href="arm__nn__mat__mult__kernel__q7__q15_8c.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nn_mat_mult_kernel_q7_q15.c</a>
|
||||
, <a class="el" href="arm__nnfunctions_8h.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_nn_mat_mult_kernel_q7_q15_reordered()
|
||||
: <a class="el" href="arm__nnfunctions_8h.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="arm__nn__mat__mult__kernel__q7__q15__reordered_8c.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nn_mat_mult_kernel_q7_q15_reordered.c</a>
|
||||
</li>
|
||||
<li>arm_nn_mult_q15()
|
||||
: <a class="el" href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">arm_nn_mult_q15.c</a>
|
||||
</li>
|
||||
<li>arm_nn_mult_q7()
|
||||
: <a class="el" href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">arm_nn_mult_q7.c</a>
|
||||
</li>
|
||||
<li>arm_nn_sat_doubling_high_mult()
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a51721c10f116c9f5b8d9908367989d44">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
<li>NN_ROUND
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_o"></a>- o -</h3><ul>
|
||||
<li>output_data
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a75c8e3727f7d3637f03ffb1d9f727313">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_p"></a>- p -</h3><ul>
|
||||
<li>POOL1_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a5324f2e7e894dd4c9eb2f3b92dd5516c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL1_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a13553cac577d5430e3e43508c5ab6b7b">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL1_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a537abddfc374d05a2513d1cc74b5721b">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL1_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#acad52b60f0a0457ffb643cef69df0c0c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a1b0c6e280d189658130b8b81c6991425">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ada358cd9b0a9b48a2666e9bfcee90aef">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a9508f70a2798099db07a6d9b8f892126">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a158e111c343e144ec2461ea94ab11ab2">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a32a30cfd6d89ab4fdbfad9732d71297d">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ae4a4616060ad43b06d5c1aea834a25e5">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aac063e83339cc89308fb23a6922a5d98">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a74efaa8ffffc0437b54143878ac8cde7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_q"></a>- q -</h3><ul>
|
||||
<li>arm_q7_to_q15_no_shift()
|
||||
: <a class="el" href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">arm_q7_to_q15_no_shift.c</a>
|
||||
</li>
|
||||
<li>arm_q7_to_q15_reordered_no_shift()
|
||||
: <a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_q7_to_q15_reordered_no_shift.c</a>
|
||||
</li>
|
||||
<li>Q31_MAX
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a468734b237f1c95a31715aa2b60a576e">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
<li>Q31_MIN
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a1eb725c94dbb052aa24b62321be0445b">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_r"></a>- r -</h3><ul>
|
||||
<li>arm_relu_q15()
|
||||
: <a class="el" href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">arm_relu_q15.c</a>
|
||||
</li>
|
||||
<li>arm_relu_q7()
|
||||
: <a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">arm_relu_q7.c</a>
|
||||
, <a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>reset_gate_bias
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a2a9d5c9f16ee778ecc8170d8664722c7">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>RESET_GATE_BIAS
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a8b4b6522d1ab0d6c51a1fe3c51d0020d">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>RESET_GATE_WEIGHT_X2
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a52f158cb32bf2b46e3d2c4b94876db75">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>RESET_GATE_WEIGHT_X4
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a177dc986b0c728df8628a205719be0ee">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>reset_gate_weights
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac2ae1ff19167c2bb359db2b319ca1060">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>RIGHT_SHIFT
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a26af54489c1401b91595bf0c92ef87c4">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_s"></a>- s -</h3><ul>
|
||||
<li>arm_softmax_q15()
|
||||
: <a class="el" href="group__Softmax.html#ga1cacd8b84b8363079311987d0016ebe5">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Softmax.html#ga1cacd8b84b8363079311987d0016ebe5">arm_softmax_q15.c</a>
|
||||
</li>
|
||||
<li>arm_softmax_q7()
|
||||
: <a class="el" href="group__Softmax.html#ga89aff212a97a3cf32d9d7ddf11a8f43e">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Softmax.html#ga89aff212a97a3cf32d9d7ddf11a8f43e">arm_softmax_q7.c</a>
|
||||
</li>
|
||||
<li>scratch_buffer
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a19548b1fad7cb85d95f5f276873a5de3">arm_nnexamples_cifar10.cpp</a>
|
||||
, <a class="el" href="arm__nnexamples__gru_8cpp.html#a935afa741bcc39e4c4c48b019d415d97">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>sigmoidHTable_q15
|
||||
: <a class="el" href="arm__nntables_8c.html#a107a16eaa36f4392fa3ed3792ad6c2cb">arm_nntables.c</a>
|
||||
, <a class="el" href="arm__nn__tables_8h.html#a107a16eaa36f4392fa3ed3792ad6c2cb">arm_nn_tables.h</a>
|
||||
</li>
|
||||
<li>sigmoidLTable_q15
|
||||
: <a class="el" href="arm__nn__tables_8h.html#a69dc528cb377690d5b37accfdfd226b1">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#a69dc528cb377690d5b37accfdfd226b1">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>sigmoidTable_q15
|
||||
: <a class="el" href="arm__nn__tables_8h.html#ab4d7b07c387a3537d4efe21da86115b0">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#ab4d7b07c387a3537d4efe21da86115b0">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>sigmoidTable_q7
|
||||
: <a class="el" href="arm__nntables_8c.html#ae2ff3f4e7014f535358167150bdd544f">arm_nntables.c</a>
|
||||
, <a class="el" href="arm__nn__tables_8h.html#ae2ff3f4e7014f535358167150bdd544f">arm_nn_tables.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_t"></a>- t -</h3><ul>
|
||||
<li>tanhHTable_q15
|
||||
: <a class="el" href="arm__nntables_8c.html#a4d093f7b0dc798d4898ff4fd125b21a6">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>tanhLTable_q15
|
||||
: <a class="el" href="arm__nntables_8c.html#a7cb5ad2fff7e241d09024332488a706e">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>tanhTable_q15
|
||||
: <a class="el" href="arm__nntables_8c.html#a6faad2fec173b2702fd0f219a83ca320">arm_nntables.c</a>
|
||||
, <a class="el" href="arm__nn__tables_8h.html#a6faad2fec173b2702fd0f219a83ca320">arm_nn_tables.h</a>
|
||||
</li>
|
||||
<li>tanhTable_q7
|
||||
: <a class="el" href="arm__nn__tables_8h.html#a4f854bdf13f630ec21b3ad074491e32f">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#a4f854bdf13f630ec21b3ad074491e32f">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>test_history
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac327d41d23812b53d83c2da91971cbfe">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>test_input1
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a8b0acc149c9bd4aadfb9c1fa8345f57a">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>test_input2
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#aad5944359ea4a426550a87efd0d90b02">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_u"></a>- u -</h3><ul>
|
||||
<li>update_gate_bias
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac5569d687768d693618f987a91e8aee5">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>UPDATE_GATE_BIAS
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a89f5a888f55a353a914ccf6542c41f0b">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>UPDATE_GATE_WEIGHT_X2
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#ab753489637dfba855233303733416a73">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>UPDATE_GATE_WEIGHT_X4
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#abb89228c76ad50a997938f676153b77f">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>update_gate_weights
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#aa2fc9b2b0449790ed7c37bab7fd3093e">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>USE_INTRINSIC
|
||||
: <a class="el" href="arm__nnfunctions_8h.html#a710b6e009261290c6151f329cf409530">arm_nnfunctions.h</a>
|
||||
</li>
|
||||
<li>USE_X4
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a206812c9f4afd792e23a8d842ffa2984">arm_nnexamples_gru.cpp</a>
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|
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|
||||
|
||||
<h3><a class="anchor" id="index_c"></a>- c -</h3><ul>
|
||||
<li>CONV1_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4cb0cfbbb61aa122890a656646532eeb">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV1_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4150dd1364fd3534561c5c6e530f9bfb">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV1_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aea8b1c41a63cf63eb6e7f049e84f22f7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a23ded220d27415ee1f6d9ac0bfdf38cb">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ad51c611a952fac7102ca15a06eabb908">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_OUT_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3c1777ba8f883a5490beb3d79050c8dc">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a6262e2cd96ec12681024ab4ac73d607b">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#aa8f89682da16a15a092d06097a5696d3">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV1_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a2bb0fafdfd2c283df4708ec53f3d90f7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a596cdcf742e142edc29a0a0e44496c7c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV1_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a257ee65177e8e51191b5204f3fda8dca">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#adbdb9a359c8e4104203e3783d8c1adb1">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#afa70cc595390d9205c78a58795f070f4">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a060a8a5766a5eecaff9294f57301c99c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a832f71006d5c1e2bedbbcf192308d40e">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a95b397cea14323e9037604cfcd245c26">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_OUT_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3be645ea438c983786878c0198ed9ae8">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a9953ead804e13dcd90d96dda64a330a4">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ad872d34bfa54d86f9e5177dd2ff40d79">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV2_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a39c1c3497169012a512219446613be0c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a04f3292f8c8bac6dab973fb74eab2aa1">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV2_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a9fd43e19e65f000a8b28d9f3505f0f6f">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a8047897a26edb638e4f8c01734eb969b">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a5457926e12a9e6b0ae9754d509fb7918">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a1d0f9b2d219527c5070e20c50c0ced41">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a04ab2b7e8de2668e0087448664814f87">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a045174d68a25bfd7691303f1a063ac72">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_OUT_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a2ab3ad342128296bb1102c3632131fd7">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#acf75167523a29737f045cc2280ce0914">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ae38425db927f582d7b5edfcfaa03c676">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>CONV3_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#af7824a30efdeefbf468c24a70678131a">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#af6ff8c82aa2d1f58a125fe71169b7cc1">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>CONV3_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#aa3605f1b1fafb1612311727d9b97b0f2">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_d"></a>- d -</h3><ul>
|
||||
<li>DILATION_X
|
||||
: <a class="el" href="arm__depthwise__conv__u8__basic__ver1_8c.html#aeb98996ffa34fb40d8e91919d2ebdc56">arm_depthwise_conv_u8_basic_ver1.c</a>
|
||||
</li>
|
||||
<li>DILATION_Y
|
||||
: <a class="el" href="arm__depthwise__conv__u8__basic__ver1_8c.html#a9371ac7b5689f9e74a18a2d548c32033">arm_depthwise_conv_u8_basic_ver1.c</a>
|
||||
</li>
|
||||
<li>DIM_HISTORY
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>DIM_INPUT
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>DIM_VEC
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a9b4b56c701e4258f8f6c87f225fbcebc">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_h"></a>- h -</h3><ul>
|
||||
<li>HIDDEN_STATE_BIAS
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a73d4e38a4aa9fa9d761d08d33b3a07fd">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>HIDDEN_STATE_WEIGHT_X2
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a9ab9fa603208647d992b3367a757979b">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>HIDDEN_STATE_WEIGHT_X4
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a619947523492a72ab306da514e843ae3">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>HISTORY_DATA
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a55c93e4e823bca1e77f4487d1ab9c056">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_i"></a>- i -</h3><ul>
|
||||
<li>IMG_DATA
|
||||
: <a class="el" href="arm__nnexamples__cifar10__inputs_8h.html#a82161fe5498521048731fc21a04577c3">arm_nnexamples_cifar10_inputs.h</a>
|
||||
</li>
|
||||
<li>INPUT_DATA1
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#a1b0f5149443198bdde521a0a06c453c1">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>INPUT_DATA2
|
||||
: <a class="el" href="arm__nnexamples__gru__test__data_8h.html#ae0d8a5f051f29980e62884ec34668026">arm_nnexamples_gru_test_data.h</a>
|
||||
</li>
|
||||
<li>INPUT_MEAN_SHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a476266acb4adb419f566006dce8829c3">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>INPUT_RIGHT_SHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a4205de60010d416664775e3aa0f9ec62">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>IP1_BIAS
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ac88810411c45272e8f9144682b9d85bc">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>IP1_BIAS_LSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a3a98024d4e4c7fa2fbbc216812fb9b35">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>IP1_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a5777b4b3cc406dc06397ba2d5bed9fda">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_IM_CH
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a3e4df285b7ca272ee897be69575ab6c5">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_IM_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a4c4ae51cf7195762dd43ea13825277be">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_OUT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aa7cda996b7185414b1af9762e37ac66f">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>IP1_OUT_RSHIFT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#a67fad411ab3695e450e62ad0509a7eec">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
<li>IP1_WT
|
||||
: <a class="el" href="arm__nnexamples__cifar10__weights_8h.html#ad77644a78b16c4bd9f7a12a0406004ed">arm_nnexamples_cifar10_weights.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_l"></a>- l -</h3><ul>
|
||||
<li>LEFT_SHIFT
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a2953f124ae444ebdd2b2a0873ac36b7e">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_n"></a>- n -</h3><ul>
|
||||
<li>NN_ROUND
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_p"></a>- p -</h3><ul>
|
||||
<li>POOL1_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a5324f2e7e894dd4c9eb2f3b92dd5516c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL1_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a13553cac577d5430e3e43508c5ab6b7b">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL1_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a537abddfc374d05a2513d1cc74b5721b">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL1_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#acad52b60f0a0457ffb643cef69df0c0c">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a1b0c6e280d189658130b8b81c6991425">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ada358cd9b0a9b48a2666e9bfcee90aef">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a9508f70a2798099db07a6d9b8f892126">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL2_STRIDE
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a158e111c343e144ec2461ea94ab11ab2">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_KER_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#a32a30cfd6d89ab4fdbfad9732d71297d">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_OUT_DIM
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#ae4a4616060ad43b06d5c1aea834a25e5">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_PADDING
|
||||
: <a class="el" href="arm__nnexamples__cifar10__parameter_8h.html#aac063e83339cc89308fb23a6922a5d98">arm_nnexamples_cifar10_parameter.h</a>
|
||||
</li>
|
||||
<li>POOL3_STRIDE
|
||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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<li>USE_INTRINSIC
|
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|
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|
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|
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 <span id="projectnumber">Version 1.2.0</span>
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<div id="projectbrief">CMSIS NN Software Library</div>
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|
||||
<h3><a class="anchor" id="index_a"></a>- a -</h3><ul>
|
||||
<li>arm_avepool_q7_HWC()
|
||||
: <a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a">arm_pool_q7_HWC.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_c"></a>- c -</h3><ul>
|
||||
<li>arm_convolve_1x1_HWC_q7_fast_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga110adcfdaab356c750c6270aa5e05f29">arm_convolve_1x1_HWC_q7_fast_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q15_basic()
|
||||
: <a class="el" href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga55701f213b198084b52eab53097f1f58">arm_convolve_HWC_q15_basic.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q15_fast()
|
||||
: <a class="el" href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga4efb1ccbbaa7dd936961989dcb443f50">arm_convolve_HWC_q15_fast.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q15_fast_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga614ec3b71eb96e29952ec3f09e7b9c3c">arm_convolve_HWC_q15_fast_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_basic()
|
||||
: <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga210ae8d8fc1d12ee15b41f1fa6947681">arm_convolve_HWC_q7_basic.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_basic_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga4501fa22c0836002aa47ccc313dce252">arm_convolve_HWC_q7_basic_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_fast()
|
||||
: <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f">arm_convolve_HWC_q7_fast.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_fast_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#gabc6d6b991024e9e5c5cdbd7489de88ef">arm_convolve_HWC_q7_fast_nonsquare.c</a>
|
||||
</li>
|
||||
<li>arm_convolve_HWC_q7_RGB()
|
||||
: <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148">arm_convolve_HWC_q7_RGB.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_d"></a>- d -</h3><ul>
|
||||
<li>arm_depthwise_conv_u8_basic_ver1()
|
||||
: <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga02a296cb4f6361a70c3ecf1ef1238292">arm_depthwise_conv_u8_basic_ver1.c</a>
|
||||
</li>
|
||||
<li>arm_depthwise_separable_conv_HWC_q7()
|
||||
: <a class="el" href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#gad3d21b3bc6dbd6f3b97d01104349cb0a">arm_depthwise_separable_conv_HWC_q7.c</a>
|
||||
</li>
|
||||
<li>arm_depthwise_separable_conv_HWC_q7_nonsquare()
|
||||
: <a class="el" href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__NNConv.html#ga32ac508c5467813a84f74f96655dc697">arm_depthwise_separable_conv_HWC_q7_nonsquare.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_f"></a>- f -</h3><ul>
|
||||
<li>arm_fully_connected_mat_q7_vec_q15()
|
||||
: <a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_fully_connected_mat_q7_vec_q15.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_mat_q7_vec_q15_opt()
|
||||
: <a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_fully_connected_mat_q7_vec_q15_opt.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q15()
|
||||
: <a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_fully_connected_q15.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q15_opt()
|
||||
: <a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_fully_connected_q15_opt.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q7()
|
||||
: <a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_fully_connected_q7.c</a>
|
||||
</li>
|
||||
<li>arm_fully_connected_q7_opt()
|
||||
: <a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_fully_connected_q7_opt.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_g"></a>- g -</h3><ul>
|
||||
<li>gru_example()
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_m"></a>- m -</h3><ul>
|
||||
<li>arm_maxpool_q7_HWC()
|
||||
: <a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce">arm_pool_q7_HWC.c</a>
|
||||
</li>
|
||||
<li>main()
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">arm_nnexamples_cifar10.cpp</a>
|
||||
, <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_n"></a>- n -</h3><ul>
|
||||
<li>arm_nn_activations_direct_q15()
|
||||
: <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_q15.c</a>
|
||||
</li>
|
||||
<li>arm_nn_activations_direct_q7()
|
||||
: <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_q7.c</a>
|
||||
</li>
|
||||
<li>arm_nn_divide_by_power_of_two()
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#ab6dbc2fd53fae3ccdd1d0d70c8d3b491">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
<li>arm_nn_mat_mult_kernel_q7_q15()
|
||||
: <a class="el" href="arm__nnfunctions_8h.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="arm__nn__mat__mult__kernel__q7__q15_8c.html#abc4fb258cfe8500ee68e812a293a80a3">arm_nn_mat_mult_kernel_q7_q15.c</a>
|
||||
</li>
|
||||
<li>arm_nn_mat_mult_kernel_q7_q15_reordered()
|
||||
: <a class="el" href="arm__nnfunctions_8h.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="arm__nn__mat__mult__kernel__q7__q15__reordered_8c.html#aefe9c7ce9a65060a244b06dffe74c4b3">arm_nn_mat_mult_kernel_q7_q15_reordered.c</a>
|
||||
</li>
|
||||
<li>arm_nn_mult_q15()
|
||||
: <a class="el" href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__NNBasicMath.html#ga08f8340aa6533271b3aa6d211614fe22">arm_nn_mult_q15.c</a>
|
||||
</li>
|
||||
<li>arm_nn_mult_q7()
|
||||
: <a class="el" href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__NNBasicMath.html#gad46c9ab012cceda8ce6681c687a58c70">arm_nn_mult_q7.c</a>
|
||||
</li>
|
||||
<li>arm_nn_sat_doubling_high_mult()
|
||||
: <a class="el" href="arm__nnsupportfunctions_8h.html#a51721c10f116c9f5b8d9908367989d44">arm_nnsupportfunctions.h</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_q"></a>- q -</h3><ul>
|
||||
<li>arm_q7_to_q15_no_shift()
|
||||
: <a class="el" href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__nndata__convert.html#gae349de4dba8d253c89d45794ccf05680">arm_q7_to_q15_no_shift.c</a>
|
||||
</li>
|
||||
<li>arm_q7_to_q15_reordered_no_shift()
|
||||
: <a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_nnsupportfunctions.h</a>
|
||||
, <a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_q7_to_q15_reordered_no_shift.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_r"></a>- r -</h3><ul>
|
||||
<li>arm_relu_q15()
|
||||
: <a class="el" href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">arm_relu_q15.c</a>
|
||||
</li>
|
||||
<li>arm_relu_q7()
|
||||
: <a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">arm_relu_q7.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_s"></a>- s -</h3><ul>
|
||||
<li>arm_softmax_q15()
|
||||
: <a class="el" href="group__Softmax.html#ga1cacd8b84b8363079311987d0016ebe5">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Softmax.html#ga1cacd8b84b8363079311987d0016ebe5">arm_softmax_q15.c</a>
|
||||
</li>
|
||||
<li>arm_softmax_q7()
|
||||
: <a class="el" href="group__Softmax.html#ga89aff212a97a3cf32d9d7ddf11a8f43e">arm_nnfunctions.h</a>
|
||||
, <a class="el" href="group__Softmax.html#ga89aff212a97a3cf32d9d7ddf11a8f43e">arm_softmax_q7.c</a>
|
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|
||||
<h3><a class="anchor" id="index_c"></a>- c -</h3><ul>
|
||||
<li>col_buffer
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a1f988afc6d7fe29ded1eafbf79a70386">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv1_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a2dd28923edd6ae13ec6e61e1d876650c">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv1_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a230b7412ffaaa297340ddcb49c828b4b">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv2_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a686e558e4de77f778c775c9f0c9866d0">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv2_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a52875a8218c39da056e6d5bfb2030230">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv3_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a70b571cac288e0d371eb9f5e7c3ccbdd">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>conv3_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a174a146d0ffaa32b073c84d95c489fed">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_h"></a>- h -</h3><ul>
|
||||
<li>hidden_state_bias
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a40dda695923891899cb86b2f01bfd98a">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>hidden_state_weights
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ab18783e8d8449d7222ec4a64dfcc92e6">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_i"></a>- i -</h3><ul>
|
||||
<li>image_data
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#aafa3e1726dde028f2dcce4febc1e9197">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>ip1_bias
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#af715ce48798db09f3bed1753fed5c5fb">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
<li>ip1_wt
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a244dc5b6679b33a0a85b55adbe969208">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_o"></a>- o -</h3><ul>
|
||||
<li>output_data
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a75c8e3727f7d3637f03ffb1d9f727313">arm_nnexamples_cifar10.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_r"></a>- r -</h3><ul>
|
||||
<li>reset_gate_bias
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a2a9d5c9f16ee778ecc8170d8664722c7">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>reset_gate_weights
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac2ae1ff19167c2bb359db2b319ca1060">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_s"></a>- s -</h3><ul>
|
||||
<li>scratch_buffer
|
||||
: <a class="el" href="arm__nnexamples__cifar10_8cpp.html#a19548b1fad7cb85d95f5f276873a5de3">arm_nnexamples_cifar10.cpp</a>
|
||||
, <a class="el" href="arm__nnexamples__gru_8cpp.html#a935afa741bcc39e4c4c48b019d415d97">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>sigmoidHTable_q15
|
||||
: <a class="el" href="arm__nn__tables_8h.html#a107a16eaa36f4392fa3ed3792ad6c2cb">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#a107a16eaa36f4392fa3ed3792ad6c2cb">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>sigmoidLTable_q15
|
||||
: <a class="el" href="arm__nn__tables_8h.html#a69dc528cb377690d5b37accfdfd226b1">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#a69dc528cb377690d5b37accfdfd226b1">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>sigmoidTable_q15
|
||||
: <a class="el" href="arm__nn__tables_8h.html#ab4d7b07c387a3537d4efe21da86115b0">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#ab4d7b07c387a3537d4efe21da86115b0">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>sigmoidTable_q7
|
||||
: <a class="el" href="arm__nn__tables_8h.html#ae2ff3f4e7014f535358167150bdd544f">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#ae2ff3f4e7014f535358167150bdd544f">arm_nntables.c</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_t"></a>- t -</h3><ul>
|
||||
<li>tanhHTable_q15
|
||||
: <a class="el" href="arm__nntables_8c.html#a4d093f7b0dc798d4898ff4fd125b21a6">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>tanhLTable_q15
|
||||
: <a class="el" href="arm__nntables_8c.html#a7cb5ad2fff7e241d09024332488a706e">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>tanhTable_q15
|
||||
: <a class="el" href="arm__nn__tables_8h.html#a6faad2fec173b2702fd0f219a83ca320">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#a6faad2fec173b2702fd0f219a83ca320">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>tanhTable_q7
|
||||
: <a class="el" href="arm__nn__tables_8h.html#a4f854bdf13f630ec21b3ad074491e32f">arm_nn_tables.h</a>
|
||||
, <a class="el" href="arm__nntables_8c.html#a4f854bdf13f630ec21b3ad074491e32f">arm_nntables.c</a>
|
||||
</li>
|
||||
<li>test_history
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#ac327d41d23812b53d83c2da91971cbfe">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>test_input1
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#a8b0acc149c9bd4aadfb9c1fa8345f57a">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
<li>test_input2
|
||||
: <a class="el" href="arm__nnexamples__gru_8cpp.html#aad5944359ea4a426550a87efd0d90b02">arm_nnexamples_gru.cpp</a>
|
||||
</li>
|
||||
</ul>
|
||||
|
||||
|
||||
<h3><a class="anchor" id="index_u"></a>- u -</h3><ul>
|
||||
<li>update_gate_bias
|
||||
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<div class="title">Neural Network Activation Functions<div class="ingroups"><a class="el" href="group__groupNN.html">Neural Network Functions</a></div></div> </div>
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<div class="contents">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
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Functions</h2></td></tr>
|
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<tr class="memitem:ga8932b57c8d0ee757511af2d40dcc11e7"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga8932b57c8d0ee757511af2d40dcc11e7">arm_nn_activations_direct_q15</a> (q15_t *data, uint16_t size, uint16_t int_width, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> type)</td></tr>
|
||||
<tr class="memdesc:ga8932b57c8d0ee757511af2d40dcc11e7"><td class="mdescLeft"> </td><td class="mdescRight">Q15 neural network activation function using direct table look-up. <a href="#ga8932b57c8d0ee757511af2d40dcc11e7">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga8932b57c8d0ee757511af2d40dcc11e7"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga79f11131ae6767d60e03b1f6506b1af8"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga79f11131ae6767d60e03b1f6506b1af8">arm_nn_activations_direct_q7</a> (q7_t *data, uint16_t size, uint16_t int_width, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> type)</td></tr>
|
||||
<tr class="memdesc:ga79f11131ae6767d60e03b1f6506b1af8"><td class="mdescLeft"> </td><td class="mdescRight">Q7 neural network activation function using direct table look-up. <a href="#ga79f11131ae6767d60e03b1f6506b1af8">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga79f11131ae6767d60e03b1f6506b1af8"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga53bcc00e54b802919bb3c89c143ee5ba"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga53bcc00e54b802919bb3c89c143ee5ba">arm_relu_q15</a> (q15_t *data, uint16_t size)</td></tr>
|
||||
<tr class="memdesc:ga53bcc00e54b802919bb3c89c143ee5ba"><td class="mdescLeft"> </td><td class="mdescRight">Q15 RELU function. <a href="#ga53bcc00e54b802919bb3c89c143ee5ba">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga53bcc00e54b802919bb3c89c143ee5ba"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga638e803b4fe00426f401783a6255ca30"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30">arm_relu_q7</a> (q7_t *data, uint16_t size)</td></tr>
|
||||
<tr class="memdesc:ga638e803b4fe00426f401783a6255ca30"><td class="mdescLeft"> </td><td class="mdescRight">Q7 RELU function. <a href="#ga638e803b4fe00426f401783a6255ca30">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga638e803b4fe00426f401783a6255ca30"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
</table>
|
||||
<a name="details" id="details"></a><h2 class="groupheader">Description</h2>
|
||||
<p>Perform activation layers, including ReLU (Rectified Linear Unit), sigmoid and tanh </p>
|
||||
<h2 class="groupheader">Function Documentation</h2>
|
||||
<a class="anchor" id="ga8932b57c8d0ee757511af2d40dcc11e7"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">void arm_nn_activations_direct_q15 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>data</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">uint16_t </td>
|
||||
<td class="paramname"><em>size</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">uint16_t </td>
|
||||
<td class="paramname"><em>int_width</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype"><a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> </td>
|
||||
<td class="paramname"><em>type</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">data</td><td>pointer to input </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">size</td><td>number of elements </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">int_width</td><td>bit-width of the integer part, assume to be smaller than 3 </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">type</td><td>type of activation functions </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>none.</dd></dl>
|
||||
<p>This is the direct table look-up approach.</p>
|
||||
<p>Assume here the integer part of the fixed-point is <= 3. More than 3 just not making much sense, makes no difference with saturation followed by any of these activation functions. </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0a49b307e029715fbaa6f3101c806b8c54">ARM_SIGMOID</a>, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0ac24e4db95c986f16c10dca71a4b4e1c5">ARM_TANH</a>, <a class="el" href="arm__nn__tables_8h.html#ab4d7b07c387a3537d4efe21da86115b0">sigmoidTable_q15</a>, and <a class="el" href="arm__nn__tables_8h.html#a6faad2fec173b2702fd0f219a83ca320">tanhTable_q15</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">gru_example()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ga79f11131ae6767d60e03b1f6506b1af8"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">void arm_nn_activations_direct_q7 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>data</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">uint16_t </td>
|
||||
<td class="paramname"><em>size</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">uint16_t </td>
|
||||
<td class="paramname"><em>int_width</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype"><a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0">arm_nn_activation_type</a> </td>
|
||||
<td class="paramname"><em>type</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">data</td><td>pointer to input </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">size</td><td>number of elements </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">int_width</td><td>bit-width of the integer part, assume to be smaller than 3 </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">type</td><td>type of activation functions </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>none.</dd></dl>
|
||||
<p>This is the direct table look-up approach.</p>
|
||||
<p>Assume here the integer part of the fixed-point is <= 3. More than 3 just not making much sense, makes no difference with saturation followed by any of these activation functions. </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0a49b307e029715fbaa6f3101c806b8c54">ARM_SIGMOID</a>, <a class="el" href="arm__nnsupportfunctions_8h.html#a7f41aa78cd9a0552fae9b348ee4831a0ac24e4db95c986f16c10dca71a4b4e1c5">ARM_TANH</a>, <a class="el" href="arm__nn__tables_8h.html#ae2ff3f4e7014f535358167150bdd544f">sigmoidTable_q7</a>, and <a class="el" href="arm__nn__tables_8h.html#a4f854bdf13f630ec21b3ad074491e32f">tanhTable_q7</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ga53bcc00e54b802919bb3c89c143ee5ba"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">void arm_relu_q15 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>data</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">uint16_t </td>
|
||||
<td class="paramname"><em>size</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">data</td><td>pointer to input </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">size</td><td>number of elements </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>none.</dd></dl>
|
||||
<p>Optimized relu with QSUB instructions. </p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ga638e803b4fe00426f401783a6255ca30"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">void arm_relu_q7 </td>
|
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<td class="paramtype">q7_t * </td>
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<td class="paramname"><em>data</em>, </td>
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<td class="paramkey"></td>
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<td></td>
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<td class="paramtype">uint16_t </td>
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<td class="paramname"><em>size</em> </td>
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<tr>
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<td></td>
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<td>)</td>
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</div><div class="memdoc">
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<dl class="params"><dt>Parameters</dt><dd>
|
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<table class="params">
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<tr><td class="paramdir">[in,out]</td><td class="paramname">data</td><td>pointer to input </td></tr>
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<tr><td class="paramdir">[in]</td><td class="paramname">size</td><td>number of elements </td></tr>
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|
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</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>none.</dd></dl>
|
||||
<p>Optimized relu with QSUB instructions. </p>
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
|
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<li class="footer">Generated on Wed Jul 10 2019 15:20:50 for CMSIS-NN Version 1.2.0 by Arm Ltd. All rights reserved.
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<title>CMSIS-NN: Convolutional Neural Network Example</title>
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|
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 <span id="projectnumber">Version 1.2.0</span>
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<div id="projectbrief">CMSIS NN Software Library</div>
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|
||||
<div class="title">Convolutional Neural Network Example</div> </div>
|
||||
</div><!--header-->
|
||||
<div class="contents">
|
||||
<dl class="section user"><dt>Description:</dt><dd></dd></dl>
|
||||
<dl class="section user"><dt></dt><dd>Demonstrates a convolutional neural network (CNN) example with the use of convolution, ReLU activation, pooling and fully-connected functions.</dd></dl>
|
||||
<dl class="section user"><dt>Model definition:</dt><dd></dd></dl>
|
||||
<dl class="section user"><dt></dt><dd>The CNN used in this example is based on CIFAR-10 example from Caffe [1]. The neural network consists of 3 convolution layers interspersed by ReLU activation and max pooling layers, followed by a fully-connected layer at the end. The input to the network is a 32x32 pixel color image, which will be classified into one of the 10 output classes. This example model implementation needs 32.3 KB to store weights, 40 KB for activations and 3.1 KB for storing the <code>im2col</code> data.</dd></dl>
|
||||
<div class="image">
|
||||
<img src="CIFAR10_CNN.gif" alt="CIFAR10_CNN.gif"/>
|
||||
<div class="caption">
|
||||
Neural Network model definition</div></div>
|
||||
<dl class="section user"><dt>Variables Description:</dt><dd></dd></dl>
|
||||
<dl class="section user"><dt></dt><dd><ul>
|
||||
<li><code>conv1_wt</code>, <code>conv2_wt</code>, <code>conv3_wt</code> are convolution layer weight matrices </li>
|
||||
<li><code>conv1_bias</code>, <code>conv2_bias</code>, <code>conv3_bias</code> are convolution layer bias arrays </li>
|
||||
<li><code>ip1_wt</code>, ip1_bias point to fully-connected layer weights and biases </li>
|
||||
<li><code>input_data</code> points to the input image data </li>
|
||||
<li><code>output_data</code> points to the classification output </li>
|
||||
<li><code>col_buffer</code> is a buffer to store the <code>im2col</code> output </li>
|
||||
<li><code>scratch_buffer</code> is used to store the activation data (intermediate layer outputs)</li>
|
||||
</ul>
|
||||
</dd></dl>
|
||||
<dl class="section user"><dt>CMSIS DSP Software Library Functions Used:</dt><dd></dd></dl>
|
||||
<dl class="section user"><dt></dt><dd><ul>
|
||||
<li><a class="el" href="group__NNConv.html#ga98f2ead67d7cbdf558b0cd8a3b8fc148" title="Q7 version of convolution for RGB image. ">arm_convolve_HWC_q7_RGB()</a></li>
|
||||
<li><a class="el" href="group__NNConv.html#gae00d3c1285907d59657369fc98bcc83f" title="Fast Q7 convolution function. ">arm_convolve_HWC_q7_fast()</a></li>
|
||||
<li><a class="el" href="group__Acti.html#ga638e803b4fe00426f401783a6255ca30" title="Q7 RELU function. ">arm_relu_q7()</a></li>
|
||||
<li><a class="el" href="group__Pooling.html#ga99afcdcc61eaf429ab3ee823702e44ce" title="Q7 max pooling function. ">arm_maxpool_q7_HWC()</a></li>
|
||||
<li><a class="el" href="group__Pooling.html#gae4a7b07f97ec4313524c9fb9fbcb1f6a" title="Q7 average pooling function. ">arm_avepool_q7_HWC()</a></li>
|
||||
<li><a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67" title="Q7 opt fully-connected layer function. ">arm_fully_connected_q7_opt()</a></li>
|
||||
<li><a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d" title="Q7 basic fully-connected layer function. ">arm_fully_connected_q7()</a></li>
|
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</ul>
|
||||
</dd></dl>
|
||||
<p><b> Refer </b> <a class="el" href="arm__nnexamples__cifar10_8cpp.html">arm_nnexamples_cifar10.cpp</a></p>
|
||||
<dl class="section user"><dt>[1] https://github.com/BVLC/caffe</dt><dd></dd></dl>
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<li class="footer">Generated on Wed Jul 10 2019 15:20:50 for CMSIS-NN Version 1.2.0 by Arm Ltd. All rights reserved.
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<title>CMSIS-NN: Fully-connected Layer Functions</title>
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|
||||
<div class="headertitle">
|
||||
<div class="title">Fully-connected Layer Functions<div class="ingroups"><a class="el" href="group__groupNN.html">Neural Network Functions</a></div></div> </div>
|
||||
</div><!--header-->
|
||||
<div class="contents">
|
||||
<table class="memberdecls">
|
||||
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
|
||||
Functions</h2></td></tr>
|
||||
<tr class="memitem:ga4a1521e7532a1e62d71f3b12762016e2"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#ga4a1521e7532a1e62d71f3b12762016e2">arm_fully_connected_mat_q7_vec_q15</a> (const q15_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:ga4a1521e7532a1e62d71f3b12762016e2"><td class="mdescLeft"> </td><td class="mdescRight">Mixed Q15-Q7 fully-connected layer function. <a href="#ga4a1521e7532a1e62d71f3b12762016e2">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga4a1521e7532a1e62d71f3b12762016e2"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gae3857bb6375692e81dde8cbd70adec08"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#gae3857bb6375692e81dde8cbd70adec08">arm_fully_connected_mat_q7_vec_q15_opt</a> (const q15_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:gae3857bb6375692e81dde8cbd70adec08"><td class="mdescLeft"> </td><td class="mdescRight">Mixed Q15-Q7 opt fully-connected layer function. <a href="#gae3857bb6375692e81dde8cbd70adec08">More...</a><br/></td></tr>
|
||||
<tr class="separator:gae3857bb6375692e81dde8cbd70adec08"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gaac666c212b209e636c2369dd5c75d0dc"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#gaac666c212b209e636c2369dd5c75d0dc">arm_fully_connected_q15</a> (const q15_t *pV, const q15_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q15_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:gaac666c212b209e636c2369dd5c75d0dc"><td class="mdescLeft"> </td><td class="mdescRight">Q15 opt fully-connected layer function. <a href="#gaac666c212b209e636c2369dd5c75d0dc">More...</a><br/></td></tr>
|
||||
<tr class="separator:gaac666c212b209e636c2369dd5c75d0dc"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga062912078da113f5dd2004fd919a0ff2"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#ga062912078da113f5dd2004fd919a0ff2">arm_fully_connected_q15_opt</a> (const q15_t *pV, const q15_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q15_t *bias, q15_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:ga062912078da113f5dd2004fd919a0ff2"><td class="mdescLeft"> </td><td class="mdescRight">Q15 opt fully-connected layer function. <a href="#ga062912078da113f5dd2004fd919a0ff2">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga062912078da113f5dd2004fd919a0ff2"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:ga8b7e0c2e989e8c75f0dc789f3115323d"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#ga8b7e0c2e989e8c75f0dc789f3115323d">arm_fully_connected_q7</a> (const q7_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:ga8b7e0c2e989e8c75f0dc789f3115323d"><td class="mdescLeft"> </td><td class="mdescRight">Q7 basic fully-connected layer function. <a href="#ga8b7e0c2e989e8c75f0dc789f3115323d">More...</a><br/></td></tr>
|
||||
<tr class="separator:ga8b7e0c2e989e8c75f0dc789f3115323d"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
<tr class="memitem:gaf82b71ef472a38f8fc9ac414d9d07e67"><td class="memItemLeft" align="right" valign="top">arm_status </td><td class="memItemRight" valign="bottom"><a class="el" href="group__FC.html#gaf82b71ef472a38f8fc9ac414d9d07e67">arm_fully_connected_q7_opt</a> (const q7_t *pV, const q7_t *pM, const uint16_t dim_vec, const uint16_t num_of_rows, const uint16_t bias_shift, const uint16_t out_shift, const q7_t *bias, q7_t *pOut, q15_t *vec_buffer)</td></tr>
|
||||
<tr class="memdesc:gaf82b71ef472a38f8fc9ac414d9d07e67"><td class="mdescLeft"> </td><td class="mdescRight">Q7 opt fully-connected layer function. <a href="#gaf82b71ef472a38f8fc9ac414d9d07e67">More...</a><br/></td></tr>
|
||||
<tr class="separator:gaf82b71ef472a38f8fc9ac414d9d07e67"><td class="memSeparator" colspan="2"> </td></tr>
|
||||
</table>
|
||||
<a name="details" id="details"></a><h2 class="groupheader">Description</h2>
|
||||
<p>Perform fully-connected layer</p>
|
||||
<p>Fully-connected layer is basically a matrix-vector multiplication with bias. The matrix is the weights and the input/output vectors are the activation values. Supported {weight, activation} precisions include {8-bit, 8-bit}, {16-bit, 16-bit}, and {8-bit, 16-bit}.</p>
|
||||
<p>Here we have two types of kernel functions. The basic function implements the function using regular GEMV approach. The opt functions operates with weights in interleaved formats. </p>
|
||||
<h2 class="groupheader">Function Documentation</h2>
|
||||
<a class="anchor" id="ga4a1521e7532a1e62d71f3b12762016e2"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">arm_status arm_fully_connected_mat_q7_vec_q15 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pV</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pM</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>dim_vec</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>num_of_rows</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>pOut</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>vec_buffer</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pV</td><td>pointer to input vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pM</td><td>pointer to matrix weights </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dim_vec</td><td>length of the vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">num_of_rows</td><td>number of rows in weight matrix </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>pointer to bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output vector </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">vec_buffer</td><td>pointer to buffer space for input </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns <code>ARM_MATH_SUCCESS</code></dd></dl>
|
||||
<p><b>Buffer size:</b></p>
|
||||
<p>vec_buffer size: 0</p>
|
||||
<p>Q7_Q15 version of the fully connected layer</p>
|
||||
<p>Weights are in q7_t and Activations are in q15_t </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">gru_example()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="gae3857bb6375692e81dde8cbd70adec08"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">arm_status arm_fully_connected_mat_q7_vec_q15_opt </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pV</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pM</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>dim_vec</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>num_of_rows</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>pOut</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>vec_buffer</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pV</td><td>pointer to input vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pM</td><td>pointer to matrix weights </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dim_vec</td><td>length of the vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">num_of_rows</td><td>number of rows in weight matrix </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>pointer to bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output vector </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">vec_buffer</td><td>pointer to buffer space for input </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns <code>ARM_MATH_SUCCESS</code></dd></dl>
|
||||
<p><b>Buffer size:</b></p>
|
||||
<p>vec_buffer size: 0</p>
|
||||
<p>Q7_Q15 version of the fully connected layer</p>
|
||||
<p>Weights are in q7_t and Activations are in q15_t</p>
|
||||
<p>Limitation: x4 version requires weight reordering to work</p>
|
||||
<p>Here we use only one pointer to read 4 rows in the weight matrix. So if the original q7_t matrix looks like this:</p>
|
||||
<p>| a11 | a12 | a13 | a14 | a15 | a16 | a17 |</p>
|
||||
<p>| a21 | a22 | a23 | a24 | a25 | a26 | a27 |</p>
|
||||
<p>| a31 | a32 | a33 | a34 | a35 | a36 | a37 |</p>
|
||||
<p>| a41 | a42 | a43 | a44 | a45 | a46 | a47 |</p>
|
||||
<p>| a51 | a52 | a53 | a54 | a55 | a56 | a57 |</p>
|
||||
<p>| a61 | a62 | a63 | a64 | a65 | a66 | a67 |</p>
|
||||
<p>We operates on multiple-of-4 rows, so the first four rows becomes</p>
|
||||
<p>| a11 | a21 | a12 | a22 | a31 | a41 | a32 | a42 |</p>
|
||||
<p>| a13 | a23 | a14 | a24 | a33 | a43 | a34 | a44 |</p>
|
||||
<p>| a15 | a25 | a16 | a26 | a35 | a45 | a36 | a46 |</p>
|
||||
<p>The column left over will be in-order. which is: | a17 | a27 | a37 | a47 |</p>
|
||||
<p>For the left-over rows, we do 1x1 computation, so the data remains as its original order.</p>
|
||||
<p>So the stored weight matrix looks like this:</p>
|
||||
<p>| a11 | a21 | a12 | a22 | a31 | a41 |</p>
|
||||
<p>| a32 | a42 | a13 | a23 | a14 | a24 |</p>
|
||||
<p>| a33 | a43 | a34 | a44 | a15 | a25 |</p>
|
||||
<p>| a16 | a26 | a35 | a45 | a36 | a46 |</p>
|
||||
<p>| a17 | a27 | a37 | a47 | a51 | a52 |</p>
|
||||
<p>| a53 | a54 | a55 | a56 | a57 | a61 |</p>
|
||||
<p>| a62 | a63 | a64 | a65 | a66 | a67 | </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ac71a806472c7c0c284a2253e71a6a27b">gru_example()</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="gaac666c212b209e636c2369dd5c75d0dc"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">arm_status arm_fully_connected_q15 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pV</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pM</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>dim_vec</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>num_of_rows</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>pOut</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>vec_buffer</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<p>Q15 basic fully-connected layer function.</p>
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pV</td><td>pointer to input vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pM</td><td>pointer to matrix weights </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dim_vec</td><td>length of the vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">num_of_rows</td><td>number of rows in weight matrix </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>pointer to bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output vector </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">vec_buffer</td><td>pointer to buffer space for input </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns <code>ARM_MATH_SUCCESS</code></dd></dl>
|
||||
<p><b>Buffer size:</b></p>
|
||||
<p>vec_buffer size: 0 </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ga062912078da113f5dd2004fd919a0ff2"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">arm_status arm_fully_connected_q15_opt </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pV</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>pM</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>dim_vec</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>num_of_rows</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q15_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>pOut</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>vec_buffer</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pV</td><td>pointer to input vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pM</td><td>pointer to matrix weights </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dim_vec</td><td>length of the vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">num_of_rows</td><td>number of rows in weight matrix </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>pointer to bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output vector </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">vec_buffer</td><td>pointer to buffer space for input </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns <code>ARM_MATH_SUCCESS</code></dd></dl>
|
||||
<p><b>Buffer size:</b></p>
|
||||
<p>vec_buffer size: 0</p>
|
||||
<p>Here we use only one pointer to read 4 rows in the weight matrix. So if the original matrix looks like this:</p>
|
||||
<p>| a11 | a12 | a13 |</p>
|
||||
<p>| a21 | a22 | a23 |</p>
|
||||
<p>| a31 | a32 | a33 |</p>
|
||||
<p>| a41 | a42 | a43 |</p>
|
||||
<p>| a51 | a52 | a53 |</p>
|
||||
<p>| a61 | a62 | a63 |</p>
|
||||
<p>We operates on multiple-of-4 rows, so the first four rows becomes</p>
|
||||
<p>| a11 | a12 | a21 | a22 | a31 | a32 | a41 | a42 |</p>
|
||||
<p>| a13 | a23 | a33 | a43 |</p>
|
||||
<p>Remaining rows are kept the same original order.</p>
|
||||
<p>So the stored weight matrix looks like this:</p>
|
||||
<p>| a11 | a12 | a21 | a22 | a31 | a32 | a41 | a42 |</p>
|
||||
<p>| a13 | a23 | a33 | a43 | a51 | a52 | a53 | a61 |</p>
|
||||
<p>| a62 | a63 | </p>
|
||||
|
||||
<p>References <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="ga8b7e0c2e989e8c75f0dc789f3115323d"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">arm_status arm_fully_connected_q7 </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pV</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pM</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>dim_vec</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>num_of_rows</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>pOut</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>vec_buffer</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pV</td><td>pointer to input vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pM</td><td>pointer to matrix weights </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dim_vec</td><td>length of the vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">num_of_rows</td><td>number of rows in weight matrix </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>pointer to bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output vector </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">vec_buffer</td><td>pointer to buffer space for input </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns <code>ARM_MATH_SUCCESS</code></dd></dl>
|
||||
<p><b>Buffer size:</b></p>
|
||||
<p>vec_buffer size: dim_vec</p>
|
||||
<p>This basic function is designed to work with regular weight matrix without interleaving. </p>
|
||||
|
||||
<p>References <a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_q7_to_q15_reordered_no_shift()</a>, and <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
<a class="anchor" id="gaf82b71ef472a38f8fc9ac414d9d07e67"></a>
|
||||
<div class="memitem">
|
||||
<div class="memproto">
|
||||
<table class="memname">
|
||||
<tr>
|
||||
<td class="memname">arm_status arm_fully_connected_q7_opt </td>
|
||||
<td>(</td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pV</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>pM</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>dim_vec</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>num_of_rows</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>bias_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const uint16_t </td>
|
||||
<td class="paramname"><em>out_shift</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">const q7_t * </td>
|
||||
<td class="paramname"><em>bias</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q7_t * </td>
|
||||
<td class="paramname"><em>pOut</em>, </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td class="paramkey"></td>
|
||||
<td></td>
|
||||
<td class="paramtype">q15_t * </td>
|
||||
<td class="paramname"><em>vec_buffer</em> </td>
|
||||
</tr>
|
||||
<tr>
|
||||
<td></td>
|
||||
<td>)</td>
|
||||
<td></td><td></td>
|
||||
</tr>
|
||||
</table>
|
||||
</div><div class="memdoc">
|
||||
<dl class="params"><dt>Parameters</dt><dd>
|
||||
<table class="params">
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pV</td><td>pointer to input vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">pM</td><td>pointer to matrix weights </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">dim_vec</td><td>length of the vector </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">num_of_rows</td><td>number of rows in weight matrix </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias_shift</td><td>amount of left-shift for bias </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">out_shift</td><td>amount of right-shift for output </td></tr>
|
||||
<tr><td class="paramdir">[in]</td><td class="paramname">bias</td><td>pointer to bias </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">pOut</td><td>pointer to output vector </td></tr>
|
||||
<tr><td class="paramdir">[in,out]</td><td class="paramname">vec_buffer</td><td>pointer to buffer space for input </td></tr>
|
||||
</table>
|
||||
</dd>
|
||||
</dl>
|
||||
<dl class="section return"><dt>Returns</dt><dd>The function returns <code>ARM_MATH_SUCCESS</code></dd></dl>
|
||||
<p><b>Buffer size:</b></p>
|
||||
<p>vec_buffer size: dim_vec</p>
|
||||
<p>This opt function is designed to work with interleaved weight matrix. The vector input is assumed in q7_t format, we call arm_q7_to_q15_no_shift_shuffle function to expand into q15_t format with certain weight re-ordering, refer to the function comments for more details. Here we use only one pointer to read 4 rows in the weight matrix. So if the original q7_t matrix looks like this:</p>
|
||||
<p>| a11 | a12 | a13 | a14 | a15 | a16 | a17 |</p>
|
||||
<p>| a21 | a22 | a23 | a24 | a25 | a26 | a27 |</p>
|
||||
<p>| a31 | a32 | a33 | a34 | a35 | a36 | a37 |</p>
|
||||
<p>| a41 | a42 | a43 | a44 | a45 | a46 | a47 |</p>
|
||||
<p>| a51 | a52 | a53 | a54 | a55 | a56 | a57 |</p>
|
||||
<p>| a61 | a62 | a63 | a64 | a65 | a66 | a67 |</p>
|
||||
<p>We operates on multiple-of-4 rows, so the first four rows becomes</p>
|
||||
<p>| a11 | a21 | a13 | a23 | a31 | a41 | a33 | a43 |</p>
|
||||
<p>| a12 | a22 | a14 | a24 | a32 | a42 | a34 | a44 |</p>
|
||||
<p>| a15 | a25 | a35 | a45 | a16 | a26 | a36 | a46 |</p>
|
||||
<p>So within the kernel, we first read the re-ordered vector in as:</p>
|
||||
<p>| b1 | b3 | and | b2 | b4 |</p>
|
||||
<p>the four q31_t weights will look like</p>
|
||||
<p>| a11 | a13 |, | a21 | a23 |, | a31 | a33 |, | a41 | a43 |</p>
|
||||
<p>| a12 | a14 |, | a22 | a24 |, | a32 | a34 |, | a42 | a44 |</p>
|
||||
<p>The column left over will be in-order. which is:</p>
|
||||
<p>| a17 | a27 | a37 | a47 |</p>
|
||||
<p>For the left-over rows, we do 1x1 computation, so the data remains as its original order.</p>
|
||||
<p>So the stored weight matrix looks like this:</p>
|
||||
<p>| a11 | a21 | a13 | a23 | a31 | a41 |</p>
|
||||
<p>| a33 | a43 | a12 | a22 | a14 | a24 |</p>
|
||||
<p>| a32 | a42 | a34 | a44 | a15 | a25 |</p>
|
||||
<p>| a35 | a45 | a16 | a26 | a36 | a46 |</p>
|
||||
<p>| a17 | a27 | a37 | a47 | a51 | a52 |</p>
|
||||
<p>| a53 | a54 | a55 | a56 | a57 | a61 |</p>
|
||||
<p>| a62 | a63 | a64 | a65 | a66 | a67 | </p>
|
||||
|
||||
<p>References <a class="el" href="group__nndata__convert.html#gaba8fd446d5f54760b406ee63b25d1aee">arm_q7_to_q15_reordered_no_shift()</a>, and <a class="el" href="arm__nnsupportfunctions_8h.html#a4cbd428a2b4a4f6b2a6e4219520c7ce0">NN_ROUND</a>.</p>
|
||||
|
||||
<p>Referenced by <a class="el" href="arm__nnexamples__cifar10_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<li class="footer">Generated on Wed Jul 10 2019 15:20:50 for CMSIS-NN Version 1.2.0 by Arm Ltd. All rights reserved.
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<img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.6
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