<!-- HTML header for doxygen 1.8.4-->
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml">
<head>
<meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/>
<meta http-equiv="X-UA-Compatible" content="IE=9"/>
<meta name="generator" content="Doxygen 1.8.13"/>
<meta name="keywords" content="madlib,postgres,greenplum,machine learning,data mining,deep learning,ensemble methods,data science,market basket analysis,affinity analysis,pca,lda,regression,elastic net,huber white,proportional hazards,k-means,latent dirichlet allocation,bayes,support vector machines,svm"/>
<title>MADlib: madlib_keras.sql_in File Reference</title>
<link href="tabs.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="jquery.js"></script>
<script type="text/javascript" src="dynsections.js"></script>
<link href="navtree.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="resize.js"></script>
<script type="text/javascript" src="navtreedata.js"></script>
<script type="text/javascript" src="navtree.js"></script>
<script type="text/javascript">
  $(document).ready(initResizable);
</script>
<link href="search/search.css" rel="stylesheet" type="text/css"/>
<script type="text/javascript" src="search/searchdata.js"></script>
<script type="text/javascript" src="search/search.js"></script>
<script type="text/javascript">
  $(document).ready(function() { init_search(); });
</script>
<script type="text/x-mathjax-config">
  MathJax.Hub.Config({
    extensions: ["tex2jax.js", "TeX/AMSmath.js", "TeX/AMSsymbols.js"],
    jax: ["input/TeX","output/HTML-CSS"],
});
</script><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js"></script>
<!-- hack in the navigation tree -->
<script type="text/javascript" src="eigen_navtree_hacks.js"></script>
<link href="doxygen.css" rel="stylesheet" type="text/css" />
<link href="madlib_extra.css" rel="stylesheet" type="text/css"/>
<!-- google analytics -->
<script>
  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
  (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o),
  m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
  })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
  ga('create', 'UA-45382226-1', 'madlib.apache.org');
  ga('send', 'pageview');
</script>
</head>
<body>
<div id="top"><!-- do not remove this div, it is closed by doxygen! -->
<div id="titlearea">
<table cellspacing="0" cellpadding="0">
 <tbody>
 <tr style="height: 56px;">
  <td id="projectlogo"><a href="http://madlib.apache.org"><img alt="Logo" src="madlib.png" height="50" style="padding-left:0.5em;" border="0"/ ></a></td>
  <td style="padding-left: 0.5em;">
   <div id="projectname">
   <span id="projectnumber">1.17.0</span>
   </div>
   <div id="projectbrief">User Documentation for Apache MADlib</div>
  </td>
   <td>        <div id="MSearchBox" class="MSearchBoxInactive">
        <span class="left">
          <img id="MSearchSelect" src="search/mag_sel.png"
               onmouseover="return searchBox.OnSearchSelectShow()"
               onmouseout="return searchBox.OnSearchSelectHide()"
               alt=""/>
          <input type="text" id="MSearchField" value="Search" accesskey="S"
               onfocus="searchBox.OnSearchFieldFocus(true)" 
               onblur="searchBox.OnSearchFieldFocus(false)" 
               onkeyup="searchBox.OnSearchFieldChange(event)"/>
          </span><span class="right">
            <a id="MSearchClose" href="javascript:searchBox.CloseResultsWindow()"><img id="MSearchCloseImg" border="0" src="search/close.png" alt=""/></a>
          </span>
        </div>
</td>
 </tr>
 </tbody>
</table>
</div>
<!-- end header part -->
<!-- Generated by Doxygen 1.8.13 -->
<script type="text/javascript">
var searchBox = new SearchBox("searchBox", "search",false,'Search');
</script>
</div><!-- top -->
<div id="side-nav" class="ui-resizable side-nav-resizable">
  <div id="nav-tree">
    <div id="nav-tree-contents">
      <div id="nav-sync" class="sync"></div>
    </div>
  </div>
  <div id="splitbar" style="-moz-user-select:none;" 
       class="ui-resizable-handle">
  </div>
</div>
<script type="text/javascript">
$(document).ready(function(){initNavTree('madlib__keras_8sql__in.html','');});
</script>
<div id="doc-content">
<!-- window showing the filter options -->
<div id="MSearchSelectWindow"
     onmouseover="return searchBox.OnSearchSelectShow()"
     onmouseout="return searchBox.OnSearchSelectHide()"
     onkeydown="return searchBox.OnSearchSelectKey(event)">
</div>

<!-- iframe showing the search results (closed by default) -->
<div id="MSearchResultsWindow">
<iframe src="javascript:void(0)" frameborder="0" 
        name="MSearchResults" id="MSearchResults">
</iframe>
</div>

<div class="header">
  <div class="summary">
<a href="#func-members">Functions</a>  </div>
  <div class="headertitle">
<div class="title">madlib_keras.sql_in File Reference</div>  </div>
</div><!--header-->
<div class="contents">

<p>SQL functions for distributed deep learning with keras.  
<a href="#details">More...</a></p>
<table class="memberdecls">
<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
Functions</h2></td></tr>
<tr class="memitem:a2277a353d16623515fe4488b43fadaaa"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a2277a353d16623515fe4488b43fadaaa">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, 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:a2277a353d16623515fe4488b43fadaaa"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7348b5bba0f2873350ed3d59a740ed12"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a7348b5bba0f2873350ed3d59a740ed12">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start, varchar name)</td></tr>
<tr class="separator:a7348b5bba0f2873350ed3d59a740ed12"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1ef596b705f1531d3863fbe3d7cbd9ab"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a1ef596b705f1531d3863fbe3d7cbd9ab">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency, boolean warm_start)</td></tr>
<tr class="separator:a1ef596b705f1531d3863fbe3d7cbd9ab"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8c2226dd73ed52ae99b20b1599458c52"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a8c2226dd73ed52ae99b20b1599458c52">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, integer num_iterations, boolean use_gpus, varchar validation_table, integer metrics_compute_frequency)</td></tr>
<tr class="separator:a8c2226dd73ed52ae99b20b1599458c52"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a4b7dae7a619db29d119cd416352d5242"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a4b7dae7a619db29d119cd416352d5242">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, integer num_iterations, boolean use_gpus, varchar validation_table)</td></tr>
<tr class="separator:a4b7dae7a619db29d119cd416352d5242"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a02b249fc761d06858544368f73ad4552"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a02b249fc761d06858544368f73ad4552">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, integer num_iterations, boolean use_gpus)</td></tr>
<tr class="separator:a02b249fc761d06858544368f73ad4552"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ade193e83d63f5f55a2aa3c01ca203dea"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#ade193e83d63f5f55a2aa3c01ca203dea">madlib_keras_fit</a> (varchar source_table, varchar model, varchar model_arch_table, integer model_id, varchar compile_params, varchar fit_params, integer num_iterations)</td></tr>
<tr class="separator:ade193e83d63f5f55a2aa3c01ca203dea"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a850f8c8fcfe7b4999aebee849252f703"><td class="memItemLeft" align="right" valign="top">bytea&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a850f8c8fcfe7b4999aebee849252f703">fit_transition</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:a850f8c8fcfe7b4999aebee849252f703"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acb0ec519bd8ee5ed964d092ca1654e6a"><td class="memItemLeft" align="right" valign="top">bytea&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#acb0ec519bd8ee5ed964d092ca1654e6a">fit_merge</a> (bytea state1, bytea state2)</td></tr>
<tr class="separator:acb0ec519bd8ee5ed964d092ca1654e6a"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:afed0955ca706593416484f91c9248c3c"><td class="memItemLeft" align="right" valign="top">bytea&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#afed0955ca706593416484f91c9248c3c">fit_final</a> (bytea state)</td></tr>
<tr class="separator:afed0955ca706593416484f91c9248c3c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ae1f24820d99f9536085b2c20bc0bfd58"><td class="memItemLeft" align="right" valign="top">aggregate bytea&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#ae1f24820d99f9536085b2c20bc0bfd58">fit_step</a> (bytea, bytea, integer[], integer[], text, text, text, integer, integer[], integer, integer, integer[], boolean, integer[], bytea, boolean)</td></tr>
<tr class="separator:ae1f24820d99f9536085b2c20bc0bfd58"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adcc77d0ebdd3164d57745713ae47419c"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#adcc77d0ebdd3164d57745713ae47419c">madlib_keras_predict</a> (varchar model_table, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type, boolean use_gpus, integer mst_key)</td></tr>
<tr class="separator:adcc77d0ebdd3164d57745713ae47419c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a98620f248df8129f83bbcc1df0f47780"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a98620f248df8129f83bbcc1df0f47780">madlib_keras_predict</a> (varchar model_table, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type, boolean use_gpus)</td></tr>
<tr class="separator:a98620f248df8129f83bbcc1df0f47780"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ac45dd3c88be4d8e6b7fdfd6548918a7c"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#ac45dd3c88be4d8e6b7fdfd6548918a7c">madlib_keras_predict</a> (varchar model_table, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type)</td></tr>
<tr class="separator:ac45dd3c88be4d8e6b7fdfd6548918a7c"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a93155e5285e2f1b2b095b90d370fea42"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a93155e5285e2f1b2b095b90d370fea42">madlib_keras_predict</a> (varchar model_table, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table)</td></tr>
<tr class="separator:a93155e5285e2f1b2b095b90d370fea42"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a96f46662a481884788f6b33f522136ba"><td class="memItemLeft" align="right" valign="top">float8 []&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a96f46662a481884788f6b33f522136ba">internal_keras_predict</a> (real[] independent_var, text model_architecture, bytea model_weights, boolean is_response, float8 normalizing_const, integer current_seg_id, integer[] seg_ids, integer[] images_per_seg, boolean use_gpus, integer gpus_per_host, integer segments_per_host)</td></tr>
<tr class="separator:a96f46662a481884788f6b33f522136ba"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a20dfc5a72a13e7647b69c7b21fe37f8d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a20dfc5a72a13e7647b69c7b21fe37f8d">madlib_keras_predict_byom</a> (varchar model_arch_table, integer model_id, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type, boolean use_gpus, text[] class_values, float8 normalizing_const)</td></tr>
<tr class="separator:a20dfc5a72a13e7647b69c7b21fe37f8d"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a0d01c29f03a76f9bb71c7dc9f3a15cf1"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a0d01c29f03a76f9bb71c7dc9f3a15cf1">madlib_keras_predict_byom</a> (varchar model_arch_table, integer model_id, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type, boolean use_gpus, text[] class_values)</td></tr>
<tr class="separator:a0d01c29f03a76f9bb71c7dc9f3a15cf1"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a7066fd8ef56abcb8bb058e4aaa9f5722"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a7066fd8ef56abcb8bb058e4aaa9f5722">madlib_keras_predict_byom</a> (varchar model_arch_table, integer model_id, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type, boolean use_gpus)</td></tr>
<tr class="separator:a7066fd8ef56abcb8bb058e4aaa9f5722"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a1785160cada96aa687dde8cce118ebb3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a1785160cada96aa687dde8cce118ebb3">madlib_keras_predict_byom</a> (varchar model_arch_table, integer model_id, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table, varchar pred_type)</td></tr>
<tr class="separator:a1785160cada96aa687dde8cce118ebb3"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acc0251a671b2b9b2e597428ebc41253f"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#acc0251a671b2b9b2e597428ebc41253f">madlib_keras_predict_byom</a> (varchar model_arch_table, integer model_id, varchar test_table, varchar id_col, varchar independent_varname, varchar output_table)</td></tr>
<tr class="separator:acc0251a671b2b9b2e597428ebc41253f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:adfd96adf2b42c0fda3d7fcbde3c980de"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#adfd96adf2b42c0fda3d7fcbde3c980de">madlib_keras_evaluate</a> (varchar model_table, varchar test_table, varchar output_table, boolean use_gpus, integer mst_key)</td></tr>
<tr class="separator:adfd96adf2b42c0fda3d7fcbde3c980de"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:acc8a3dd6d66f2ee42051bff16fdbb6f2"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#acc8a3dd6d66f2ee42051bff16fdbb6f2">madlib_keras_evaluate</a> (varchar model_table, varchar test_table, varchar output_table, boolean use_gpus)</td></tr>
<tr class="separator:acc8a3dd6d66f2ee42051bff16fdbb6f2"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a379574acd7e9ac62900ae24322934554"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a379574acd7e9ac62900ae24322934554">madlib_keras_evaluate</a> (varchar model_table, varchar test_table, varchar output_table)</td></tr>
<tr class="separator:a379574acd7e9ac62900ae24322934554"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a05ede18786181c1673176940e79e4dce"><td class="memItemLeft" align="right" valign="top">real [3]&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a05ede18786181c1673176940e79e4dce">internal_keras_eval_transition</a> (real[3] state, bytea dependent_var, bytea independent_var, integer[] dependent_var_shape, integer[] independent_var_shape, text model_architecture, bytea serialized_weights, text compile_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, boolean is_final_iteration)</td></tr>
<tr class="separator:a05ede18786181c1673176940e79e4dce"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aba484f65a2ecdf6005e441cc27e8da09"><td class="memItemLeft" align="right" valign="top">real [3]&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#aba484f65a2ecdf6005e441cc27e8da09">internal_keras_eval_merge</a> (real[3] state1, real[3] state2)</td></tr>
<tr class="separator:aba484f65a2ecdf6005e441cc27e8da09"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a43bdec57230522681fb6d39cc826f7ba"><td class="memItemLeft" align="right" valign="top">real [2]&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a43bdec57230522681fb6d39cc826f7ba">internal_keras_eval_final</a> (real[3] state)</td></tr>
<tr class="separator:a43bdec57230522681fb6d39cc826f7ba"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:ad2d44bbeae0b0a466853228a740c2599"><td class="memItemLeft" align="right" valign="top">aggregate real [2]&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#ad2d44bbeae0b0a466853228a740c2599">internal_keras_evaluate</a> (bytea, bytea, integer[], integer[], text, bytea, text, integer, integer[], integer, integer, integer[], boolean, integer[], boolean)</td></tr>
<tr class="separator:ad2d44bbeae0b0a466853228a740c2599"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a255b2d1c5c446ee47162b8ba5cb3f834"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a255b2d1c5c446ee47162b8ba5cb3f834">madlib_keras_fit</a> (varchar message)</td></tr>
<tr class="separator:a255b2d1c5c446ee47162b8ba5cb3f834"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a28e4824dd3daf1a0e6187517dd97b73f"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a28e4824dd3daf1a0e6187517dd97b73f">madlib_keras_fit</a> ()</td></tr>
<tr class="separator:a28e4824dd3daf1a0e6187517dd97b73f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a43d52c0c82dd7a5f484077e1f8226bad"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a43d52c0c82dd7a5f484077e1f8226bad">madlib_keras_evaluate</a> (varchar message)</td></tr>
<tr class="separator:a43d52c0c82dd7a5f484077e1f8226bad"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a60d92087e0229cc5ac4ce38dd3f0c754"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a60d92087e0229cc5ac4ce38dd3f0c754">madlib_keras_evaluate</a> ()</td></tr>
<tr class="separator:a60d92087e0229cc5ac4ce38dd3f0c754"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a37ff677efafc788a222aceca98fefa10"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a37ff677efafc788a222aceca98fefa10">madlib_keras_predict</a> (varchar message)</td></tr>
<tr class="separator:a37ff677efafc788a222aceca98fefa10"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a855673cb0170e2d71fd95c627bdd35ba"><td class="memItemLeft" align="right" valign="top">varchar&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="madlib__keras_8sql__in.html#a855673cb0170e2d71fd95c627bdd35ba">madlib_keras_predict</a> ()</td></tr>
<tr class="separator:a855673cb0170e2d71fd95c627bdd35ba"><td class="memSeparator" colspan="2">&#160;</td></tr>
</table>
<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><p>Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements. See the NOTICE file distributed with this work for additional information regarding copyright ownership. The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at</p>
<p><a href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a></p>
<p>Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.</p>
<dl class="section date"><dt>Date</dt><dd>June 2019 </dd></dl>
</div><h2 class="groupheader">Function Documentation</h2>
<a id="afed0955ca706593416484f91c9248c3c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#afed0955ca706593416484f91c9248c3c">&#9670;&nbsp;</a></span>fit_final()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">bytea fit_final </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>state</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="acb0ec519bd8ee5ed964d092ca1654e6a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#acb0ec519bd8ee5ed964d092ca1654e6a">&#9670;&nbsp;</a></span>fit_merge()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">bytea fit_merge </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>state1</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>state2</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="ae1f24820d99f9536085b2c20bc0bfd58"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ae1f24820d99f9536085b2c20bc0bfd58">&#9670;&nbsp;</a></span>fit_step()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">aggregate bytea fit_step </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname">&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a850f8c8fcfe7b4999aebee849252f703"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a850f8c8fcfe7b4999aebee849252f703">&#9670;&nbsp;</a></span>fit_transition()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">bytea fit_transition </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>state</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>dependent_var</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>independent_var</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>dependent_var_shape</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>independent_var_shape</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_architecture</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>fit_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>dist_key</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>dist_key_mapping</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>current_seg_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>segments_per_host</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>images_per_seg</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">integer []&#160;</td>
          <td class="paramname"><em>accessible_gpus_for_seg</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>prev_serialized_weights</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_final_iteration</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a43bdec57230522681fb6d39cc826f7ba"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a43bdec57230522681fb6d39cc826f7ba">&#9670;&nbsp;</a></span>internal_keras_eval_final()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">real [2] internal_keras_eval_final </td>
          <td>(</td>
          <td class="paramtype">real&#160;</td>
          <td class="paramname"><em>state</em>[3]</td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="aba484f65a2ecdf6005e441cc27e8da09"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aba484f65a2ecdf6005e441cc27e8da09">&#9670;&nbsp;</a></span>internal_keras_eval_merge()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">real [3] internal_keras_eval_merge </td>
          <td>(</td>
          <td class="paramtype">real&#160;</td>
          <td class="paramname"><em>state1</em>[3], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">real&#160;</td>
          <td class="paramname"><em>state2</em>[3]&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a05ede18786181c1673176940e79e4dce"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a05ede18786181c1673176940e79e4dce">&#9670;&nbsp;</a></span>internal_keras_eval_transition()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">real [3] internal_keras_eval_transition </td>
          <td>(</td>
          <td class="paramtype">real&#160;</td>
          <td class="paramname"><em>state</em>[3], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>dependent_var</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>independent_var</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>dependent_var_shape</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>independent_var_shape</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_architecture</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>serialized_weights</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>dist_key</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>dist_key_mapping</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>current_seg_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>segments_per_host</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>images_per_seg</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">integer []&#160;</td>
          <td class="paramname"><em>accessible_gpus_for_seg</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_final_iteration</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="ad2d44bbeae0b0a466853228a740c2599"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ad2d44bbeae0b0a466853228a740c2599">&#9670;&nbsp;</a></span>internal_keras_evaluate()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">aggregate real [2] internal_keras_evaluate </td>
          <td>(</td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname">, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname">[], </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname">&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a96f46662a481884788f6b33f522136ba"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a96f46662a481884788f6b33f522136ba">&#9670;&nbsp;</a></span>internal_keras_predict()</h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">float8 [] internal_keras_predict </td>
          <td>(</td>
          <td class="paramtype">real []&#160;</td>
          <td class="paramname"><em>independent_var</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">text&#160;</td>
          <td class="paramname"><em>model_architecture</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">bytea&#160;</td>
          <td class="paramname"><em>model_weights</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">boolean&#160;</td>
          <td class="paramname"><em>is_response</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>normalizing_const</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>current_seg_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>seg_ids</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer []&#160;</td>
          <td class="paramname"><em>images_per_seg</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">integer&#160;</td>
          <td class="paramname"><em>gpus_per_host</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>segments_per_host</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="adfd96adf2b42c0fda3d7fcbde3c980de"></a>
<h2 class="memtitle"><span class="permalink"><a href="#adfd96adf2b42c0fda3d7fcbde3c980de">&#9670;&nbsp;</a></span>madlib_keras_evaluate() <span class="overload">[1/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_evaluate </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</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">integer&#160;</td>
          <td class="paramname"><em>mst_key</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="acc8a3dd6d66f2ee42051bff16fdbb6f2"></a>
<h2 class="memtitle"><span class="permalink"><a href="#acc8a3dd6d66f2ee42051bff16fdbb6f2">&#9670;&nbsp;</a></span>madlib_keras_evaluate() <span class="overload">[2/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_evaluate </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</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>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a379574acd7e9ac62900ae24322934554"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a379574acd7e9ac62900ae24322934554">&#9670;&nbsp;</a></span>madlib_keras_evaluate() <span class="overload">[3/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_evaluate </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a43d52c0c82dd7a5f484077e1f8226bad"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a43d52c0c82dd7a5f484077e1f8226bad">&#9670;&nbsp;</a></span>madlib_keras_evaluate() <span class="overload">[4/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">varchar madlib_keras_evaluate </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>message</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a60d92087e0229cc5ac4ce38dd3f0c754"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a60d92087e0229cc5ac4ce38dd3f0c754">&#9670;&nbsp;</a></span>madlib_keras_evaluate() <span class="overload">[5/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">varchar madlib_keras_evaluate </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a2277a353d16623515fe4488b43fadaaa"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a2277a353d16623515fe4488b43fadaaa">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[1/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</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>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>name</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>description</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a7348b5bba0f2873350ed3d59a740ed12"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a7348b5bba0f2873350ed3d59a740ed12">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[2/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</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>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>name</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a1ef596b705f1531d3863fbe3d7cbd9ab"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1ef596b705f1531d3863fbe3d7cbd9ab">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[3/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</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>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a8c2226dd73ed52ae99b20b1599458c52"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a8c2226dd73ed52ae99b20b1599458c52">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[4/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</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>
</div><div class="memdoc">

</div>
</div>
<a id="a4b7dae7a619db29d119cd416352d5242"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a4b7dae7a619db29d119cd416352d5242">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[5/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</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>
</div><div class="memdoc">

</div>
</div>
<a id="a02b249fc761d06858544368f73ad4552"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a02b249fc761d06858544368f73ad4552">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[6/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</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>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="ade193e83d63f5f55a2aa3c01ca203dea"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ade193e83d63f5f55a2aa3c01ca203dea">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[7/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_fit </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</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>compile_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>fit_params</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>num_iterations</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a255b2d1c5c446ee47162b8ba5cb3f834"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a255b2d1c5c446ee47162b8ba5cb3f834">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[8/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">varchar madlib_keras_fit </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>message</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a28e4824dd3daf1a0e6187517dd97b73f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a28e4824dd3daf1a0e6187517dd97b73f">&#9670;&nbsp;</a></span>madlib_keras_fit() <span class="overload">[9/9]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">varchar madlib_keras_fit </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="adcc77d0ebdd3164d57745713ae47419c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#adcc77d0ebdd3164d57745713ae47419c">&#9670;&nbsp;</a></span>madlib_keras_predict() <span class="overload">[1/6]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</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">integer&#160;</td>
          <td class="paramname"><em>mst_key</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a98620f248df8129f83bbcc1df0f47780"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a98620f248df8129f83bbcc1df0f47780">&#9670;&nbsp;</a></span>madlib_keras_predict() <span class="overload">[2/6]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</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>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="ac45dd3c88be4d8e6b7fdfd6548918a7c"></a>
<h2 class="memtitle"><span class="permalink"><a href="#ac45dd3c88be4d8e6b7fdfd6548918a7c">&#9670;&nbsp;</a></span>madlib_keras_predict() <span class="overload">[3/6]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a93155e5285e2f1b2b095b90d370fea42"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a93155e5285e2f1b2b095b90d370fea42">&#9670;&nbsp;</a></span>madlib_keras_predict() <span class="overload">[4/6]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a37ff677efafc788a222aceca98fefa10"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a37ff677efafc788a222aceca98fefa10">&#9670;&nbsp;</a></span>madlib_keras_predict() <span class="overload">[5/6]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">varchar madlib_keras_predict </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>message</em></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a855673cb0170e2d71fd95c627bdd35ba"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a855673cb0170e2d71fd95c627bdd35ba">&#9670;&nbsp;</a></span>madlib_keras_predict() <span class="overload">[6/6]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">varchar madlib_keras_predict </td>
          <td>(</td>
          <td class="paramname"></td><td>)</td>
          <td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a20dfc5a72a13e7647b69c7b21fe37f8d"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a20dfc5a72a13e7647b69c7b21fe37f8d">&#9670;&nbsp;</a></span>madlib_keras_predict_byom() <span class="overload">[1/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict_byom </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</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">text []&#160;</td>
          <td class="paramname"><em>class_values</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">float8&#160;</td>
          <td class="paramname"><em>normalizing_const</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a0d01c29f03a76f9bb71c7dc9f3a15cf1"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a0d01c29f03a76f9bb71c7dc9f3a15cf1">&#9670;&nbsp;</a></span>madlib_keras_predict_byom() <span class="overload">[2/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict_byom </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</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">text []&#160;</td>
          <td class="paramname"><em>class_values</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a7066fd8ef56abcb8bb058e4aaa9f5722"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a7066fd8ef56abcb8bb058e4aaa9f5722">&#9670;&nbsp;</a></span>madlib_keras_predict_byom() <span class="overload">[3/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict_byom </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</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>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="a1785160cada96aa687dde8cce118ebb3"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a1785160cada96aa687dde8cce118ebb3">&#9670;&nbsp;</a></span>madlib_keras_predict_byom() <span class="overload">[4/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict_byom </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>pred_type</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
<a id="acc0251a671b2b9b2e597428ebc41253f"></a>
<h2 class="memtitle"><span class="permalink"><a href="#acc0251a671b2b9b2e597428ebc41253f">&#9670;&nbsp;</a></span>madlib_keras_predict_byom() <span class="overload">[5/5]</span></h2>

<div class="memitem">
<div class="memproto">
      <table class="memname">
        <tr>
          <td class="memname">void madlib_keras_predict_byom </td>
          <td>(</td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>model_arch_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">integer&#160;</td>
          <td class="paramname"><em>model_id</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>test_table</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>id_col</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>independent_varname</em>, </td>
        </tr>
        <tr>
          <td class="paramkey"></td>
          <td></td>
          <td class="paramtype">varchar&#160;</td>
          <td class="paramname"><em>output_table</em>&#160;</td>
        </tr>
        <tr>
          <td></td>
          <td>)</td>
          <td></td><td></td>
        </tr>
      </table>
</div><div class="memdoc">

</div>
</div>
</div><!-- contents -->
</div><!-- doc-content -->
<!-- start footer part -->
<div id="nav-path" class="navpath"><!-- id is needed for treeview function! -->
  <ul>
    <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.html">src</a></li><li class="navelem"><a class="el" href="dir_efbcf68973d247bbf15f9eecae7f24e3.html">ports</a></li><li class="navelem"><a class="el" href="dir_a4a48839224ef8488facbffa8a397967.html">postgres</a></li><li class="navelem"><a class="el" href="dir_dc596537ad427a4d866006d1a3e1fe29.html">modules</a></li><li class="navelem"><a class="el" href="dir_7592ceb856cf018f9811e11407c61fda.html">deep_learning</a></li><li class="navelem"><a class="el" href="madlib__keras_8sql__in.html">madlib_keras.sql_in</a></li>
    <li class="footer">Generated on Mon Apr 6 2020 21:46:57 for MADlib by
    <a href="http://www.doxygen.org/index.html">
    <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.13 </li>
  </ul>
</div>
</body>
</html>