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<div class="header">
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<a href="#func-members">Functions</a>  </div>
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<div class="title">madlib_keras_fit_multiple_model.sql_in File Reference</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>
Functions</h2></td></tr>
<tr class="memitem:ab62d8e8a4e8d221b7baa4da6a214c286"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#ab62d8e8a4e8d221b7baa4da6a214c286">madlib_keras_fit_multiple_model</a> (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start, varchar name, varchar description)</td></tr>
<tr class="separator:ab62d8e8a4e8d221b7baa4da6a214c286"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a3c71501e03430c229df4c47e2ad5c318"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#a3c71501e03430c229df4c47e2ad5c318">madlib_keras_fit_multiple_model</a> (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start, varchar name)</td></tr>
<tr class="separator:a3c71501e03430c229df4c47e2ad5c318"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a5d9f7b628c0caead39bc511ed04e470b"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#a5d9f7b628c0caead39bc511ed04e470b">madlib_keras_fit_multiple_model</a> (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start)</td></tr>
<tr class="separator:a5d9f7b628c0caead39bc511ed04e470b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a9d9b5dfa99c0d20cfbd1f04c0ecb05b9"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#a9d9b5dfa99c0d20cfbd1f04c0ecb05b9">madlib_keras_fit_multiple_model</a> (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency)</td></tr>
<tr class="separator:a9d9b5dfa99c0d20cfbd1f04c0ecb05b9"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a422a56ee0e279690699651f01124b131"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#a422a56ee0e279690699651f01124b131">madlib_keras_fit_multiple_model</a> (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus, varchar validation_table)</td></tr>
<tr class="separator:a422a56ee0e279690699651f01124b131"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adde872404cf7683bd78d64399f65013b"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#adde872404cf7683bd78d64399f65013b">madlib_keras_fit_multiple_model</a> (varchar source_table, varchar model_output_table, varchar model_selection_table, integer num_iterations, boolean use_gpus)</td></tr>
<tr class="separator:adde872404cf7683bd78d64399f65013b"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac2b3f256c5cefe8e2760d93a586fcd95"><td class="memItemLeft" align="right" valign="top">bytea&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#ac2b3f256c5cefe8e2760d93a586fcd95">fit_transition_multiple_model</a> (bytea state, bytea dependent_var, bytea independent_var, integer[] dependent_var_shape, integer[] independent_var_shape, text model_architecture, text compile_params, text fit_params, integer dist_key, integer[] dist_key_mapping, integer current_seg_id, integer segments_per_host, integer[] images_per_seg, boolean use_gpus, integer[] accessible_gpus_for_seg, bytea prev_serialized_weights, boolean is_final_iteration)</td></tr>
<tr class="separator:ac2b3f256c5cefe8e2760d93a586fcd95"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a99721919cc2d29c4caf92a73c2c00790"><td class="memItemLeft" align="right" valign="top">aggregate bytea&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras__fit__multiple__model_8sql__in.html#a99721919cc2d29c4caf92a73c2c00790">fit_step_multiple_model</a> (bytea, bytea, integer[], integer[], text, text, text, integer, integer[], integer, integer, integer[], boolean, integer[], bytea, boolean)</td></tr>
<tr class="separator:a99721919cc2d29c4caf92a73c2c00790"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<h2 class="groupheader">Function Documentation</h2>
<a id="a99721919cc2d29c4caf92a73c2c00790"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a99721919cc2d29c4caf92a73c2c00790">&#9670;&nbsp;</a></span>fit_step_multiple_model()</h2>

<div class="memitem">
<div class="memproto">
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        <tr>
          <td class="memname">aggregate bytea fit_step_multiple_model </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
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        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
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          <td class="paramtype">integer&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">integer&#160;</td>
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          <td class="paramtype">text&#160;</td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">text&#160;</td>
          <td class="paramname">, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">boolean&#160;</td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">bytea&#160;</td>
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</div>
<a id="ac2b3f256c5cefe8e2760d93a586fcd95"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac2b3f256c5cefe8e2760d93a586fcd95">&#9670;&nbsp;</a></span>fit_transition_multiple_model()</h2>

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<div class="memproto">
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          <td class="memname">bytea fit_transition_multiple_model </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>state</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>dependent_var</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>independent_var</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>dependent_var_shape</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>independent_var_shape</em>, </td>
        </tr>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_architecture</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
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          <td class="paramname"><em>dist_key</em>, </td>
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          <td class="paramtype">integer []&#160;</td>
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          <td class="paramtype">integer []&#160;</td>
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          <td class="paramtype">integer []&#160;</td>
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          <td class="paramtype">bytea&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">boolean&#160;</td>
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<a id="ab62d8e8a4e8d221b7baa4da6a214c286"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ab62d8e8a4e8d221b7baa4da6a214c286">&#9670;&nbsp;</a></span>madlib_keras_fit_multiple_model() <span class="overload">[1/6]</span></h2>

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          <td class="memname">void madlib_keras_fit_multiple_model </td>
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          <td class="paramtype">varchar&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_output_table</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_selection_table</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">boolean&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>validation_table</em>, </td>
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          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>metrics_compute_frequency</em>, </td>
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          <td class="paramkey"></td>
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          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>warm_start</em>, </td>
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          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>name</em>, </td>
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          <td class="paramtype">varchar&#160;</td>
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<a id="a3c71501e03430c229df4c47e2ad5c318"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a3c71501e03430c229df4c47e2ad5c318">&#9670;&nbsp;</a></span>madlib_keras_fit_multiple_model() <span class="overload">[2/6]</span></h2>

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          <td class="memname">void madlib_keras_fit_multiple_model </td>
          <td>(</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_output_table</em>, </td>
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          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>, </td>
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          <td class="paramtype">boolean&#160;</td>
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          <td class="paramkey"></td>
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          <td class="paramtype">varchar&#160;</td>
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          <td class="paramkey"></td>
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<h2 class="memtitle"><span class="permalink"><a href="#a5d9f7b628c0caead39bc511ed04e470b">&#9670;&nbsp;</a></span>madlib_keras_fit_multiple_model() <span class="overload">[3/6]</span></h2>

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          <td class="memname">void madlib_keras_fit_multiple_model </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_selection_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>use_gpus</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>validation_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>metrics_compute_frequency</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>warm_start</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
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<h2 class="memtitle"><span class="permalink"><a href="#a9d9b5dfa99c0d20cfbd1f04c0ecb05b9">&#9670;&nbsp;</a></span>madlib_keras_fit_multiple_model() <span class="overload">[4/6]</span></h2>

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          <td class="memname">void madlib_keras_fit_multiple_model </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_selection_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>use_gpus</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>validation_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>metrics_compute_frequency</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<h2 class="memtitle"><span class="permalink"><a href="#a422a56ee0e279690699651f01124b131">&#9670;&nbsp;</a></span>madlib_keras_fit_multiple_model() <span class="overload">[5/6]</span></h2>

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          <td class="memname">void madlib_keras_fit_multiple_model </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_selection_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>use_gpus</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>validation_table</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
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<h2 class="memtitle"><span class="permalink"><a href="#adde872404cf7683bd78d64399f65013b">&#9670;&nbsp;</a></span>madlib_keras_fit_multiple_model() <span class="overload">[6/6]</span></h2>

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          <td class="memname">void madlib_keras_fit_multiple_model </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>source_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_selection_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>use_gpus</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
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