532 lines
28 KiB
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532 lines
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<div class="title">arm_nnexamples_gru.cpp File Reference</div> </div>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
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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="separator:ad9fde6ff501c9cd8a6cfc45949464c49"><td class="memSeparator" colspan="2"> </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="separator:ac8ab7c242bba66633b8c06966da6c9bc"><td class="memSeparator" colspan="2"> </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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<td class="memname">#define DIM_HISTORY</td>
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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>
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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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</div><div class="memdoc">
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<a class="anchor" id="a9b4b56c701e4258f8f6c87f225fbcebc"></a>
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<td class="memname">#define DIM_VEC</td>
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</div><div class="memdoc">
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<a class="anchor" id="a206812c9f4afd792e23a8d842ffa2984"></a>
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<td class="memname">#define USE_X4</td>
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<h2 class="groupheader">Function Documentation</h2>
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<a class="anchor" id="ac71a806472c7c0c284a2253e71a6a27b"></a>
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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 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>history_size</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>weights_update</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>weights_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>weights_hidden_state</em>, </td>
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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_update</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_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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<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>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">int main </td>
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<td>(</td>
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<td></td>
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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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<h2 class="groupheader">Variable Documentation</h2>
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<td class="memname">q7_t hidden_state_bias[<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<a class="anchor" id="ab18783e8d8449d7222ec4a64dfcc92e6"></a>
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<td class="memname">q7_t hidden_state_weights[<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>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">q7_t reset_gate_bias[<a class="el" href="arm__nnexamples__gru_8cpp.html#ad9fde6ff501c9cd8a6cfc45949464c49">DIM_HISTORY</a>]</td>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">q7_t reset_gate_weights[<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>
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<span class="mlabels"><span class="mlabel">static</span></span> </td>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">q15_t scratch_buffer[<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>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">q15_t test_input1[<a class="el" href="arm__nnexamples__gru_8cpp.html#ac8ab7c242bba66633b8c06966da6c9bc">DIM_INPUT</a>]</td>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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<td class="memname">q7_t update_gate_weights[<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>
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<p>Referenced by <a class="el" href="arm__nnexamples__gru_8cpp.html#ae66f6b31b5ad750f1fe042a706a4e3d4">main()</a>.</p>
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