io.html 17.9 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26


<!DOCTYPE html>
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
<head>
  <meta charset="utf-8">
  
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
  
  <title>io &mdash; PaddlePaddle  documentation</title>
  

  
  

  

  
  
    

  

  
  
27
    <link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
28 29 30 31 32
  

  
  
        <link rel="index" title="Index"
33 34 35 36
              href="../genindex.html"/>
        <link rel="search" title="Search" href="../search.html"/>
    <link rel="top" title="PaddlePaddle  documentation" href="../index.html"/>
        <link rel="up" title="Fluid" href="index.html"/>
37 38 39
        <link rel="prev" title="regularizer" href="regularizer.html"/> 

  <link rel="stylesheet" href="https://cdn.jsdelivr.net/perfect-scrollbar/0.6.14/css/perfect-scrollbar.min.css" type="text/css" />
40
  <link rel="stylesheet" href="../_static/css/override.css" type="text/css" />
41 42 43 44 45 46 47 48 49 50 51 52 53
  <script>
  var _hmt = _hmt || [];
  (function() {
    var hm = document.createElement("script");
    hm.src = "//hm.baidu.com/hm.js?b9a314ab40d04d805655aab1deee08ba";
    var s = document.getElementsByTagName("script")[0]; 
    s.parentNode.insertBefore(hm, s);
  })();
  </script>

  

  
54
  <script src="../_static/js/modernizr.min.js"></script>
55 56 57 58 59 60 61 62

</head>

<body class="wy-body-for-nav" role="document">

  
  <header class="site-header">
    <div class="site-logo">
63
      <a href="/"><img src="../_static/images/PP_w.png"></a>
64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85
    </div>
    <div class="site-nav-links">
      <div class="site-menu">
        <a class="fork-on-github" href="https://github.com/PaddlePaddle/Paddle" target="_blank"><i class="fa fa-github"></i>Fork me on Github</a>
        <div class="language-switcher dropdown">
          <a type="button" data-toggle="dropdown">
            <span>English</span>
            <i class="fa fa-angle-up"></i>
            <i class="fa fa-angle-down"></i>
          </a>
          <ul class="dropdown-menu">
            <li><a href="/doc_cn">中文</a></li>
            <li><a href="/doc">English</a></li>
          </ul>
        </div>
        <ul class="site-page-links">
          <li><a href="/">Home</a></li>
        </ul>
      </div>
      <div class="doc-module">
        
        <ul class="current">
86 87 88 89 90
<li class="toctree-l1"><a class="reference internal" href="../overview.html">V2 API Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="../v2/model_configs.html">Model Configuration</a></li>
<li class="toctree-l1"><a class="reference internal" href="../v2/data.html">Data Reader Interface and DataSets</a></li>
<li class="toctree-l1"><a class="reference internal" href="../v2/run_logic.html">Training and Inference</a></li>
<li class="toctree-l1 current"><a class="reference internal" href="index.html">Fluid</a></li>
91 92 93 94
</ul>

        
<div role="search">
95
  <form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111
    <input type="text" name="q" placeholder="Search docs" />
    <input type="hidden" name="check_keywords" value="yes" />
    <input type="hidden" name="area" value="default" />
  </form>
</div>        
      </div>
    </div>
  </header>
  
  <div class="main-content-wrap">

    
    <nav class="doc-menu-vertical" role="navigation">
        
          
          <ul class="current">
112 113 114 115 116 117 118 119 120
<li class="toctree-l1"><a class="reference internal" href="../overview.html">V2 API Overview</a></li>
<li class="toctree-l1"><a class="reference internal" href="../v2/model_configs.html">Model Configuration</a><ul>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/activation.html">Activation</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/layer.html">Layers</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/evaluators.html">Evaluators</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/optimizer.html">Optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/pooling.html">Pooling</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/networks.html">Networks</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/config/attr.html">Parameter Attribute</a></li>
121 122
</ul>
</li>
123 124 125 126
<li class="toctree-l1"><a class="reference internal" href="../v2/data.html">Data Reader Interface and DataSets</a><ul>
<li class="toctree-l2"><a class="reference internal" href="../v2/data/data_reader.html">Data Reader Interface</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/data/image.html">Image Interface</a></li>
<li class="toctree-l2"><a class="reference internal" href="../v2/data/dataset.html">Dataset</a></li>
127 128
</ul>
</li>
129 130
<li class="toctree-l1"><a class="reference internal" href="../v2/run_logic.html">Training and Inference</a></li>
<li class="toctree-l1 current"><a class="reference internal" href="index.html">Fluid</a><ul class="current">
131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163
<li class="toctree-l2"><a class="reference internal" href="layers.html">layers</a></li>
<li class="toctree-l2"><a class="reference internal" href="data_feeder.html">data_feeder</a></li>
<li class="toctree-l2"><a class="reference internal" href="executor.html">executor</a></li>
<li class="toctree-l2"><a class="reference internal" href="initializer.html">initializer</a></li>
<li class="toctree-l2"><a class="reference internal" href="evaluator.html">evaluator</a></li>
<li class="toctree-l2"><a class="reference internal" href="nets.html">nets</a></li>
<li class="toctree-l2"><a class="reference internal" href="optimizer.html">optimizer</a></li>
<li class="toctree-l2"><a class="reference internal" href="param_attr.html">param_attr</a></li>
<li class="toctree-l2"><a class="reference internal" href="profiler.html">profiler</a></li>
<li class="toctree-l2"><a class="reference internal" href="regularizer.html">regularizer</a></li>
<li class="toctree-l2 current"><a class="current reference internal" href="#">io</a></li>
</ul>
</li>
</ul>

        
    </nav>
    
    <section class="doc-content-wrap">

      

 







<div role="navigation" aria-label="breadcrumbs navigation">
  <ul class="wy-breadcrumbs">
      
164
        <li><a href="index.html">Fluid</a> > </li>
165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180
      
    <li>io</li>
  </ul>
</div>
      
      <div class="wy-nav-content" id="doc-content">
        <div class="rst-content">
          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
           <div itemprop="articleBody">
            
  <div class="section" id="io">
<h1>io<a class="headerlink" href="#io" title="Permalink to this headline"></a></h1>
<div class="section" id="save-vars">
<h2>save_vars<a class="headerlink" href="#save-vars" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
181
<code class="descclassname">paddle.fluid.io.</code><code class="descname">save_vars</code><span class="sig-paren">(</span><em>executor</em>, <em>dirname</em>, <em>main_program=None</em>, <em>vars=None</em>, <em>predicate=None</em>, <em>filename=None</em><span class="sig-paren">)</span></dt>
182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200
<dd><p>Save variables to directory by executor.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>executor</strong> &#8211; executor that save variable</li>
<li><strong>dirname</strong> &#8211; directory path</li>
<li><strong>main_program</strong> &#8211; program. If vars is None, then filter all variables in this</li>
</ul>
</td>
</tr>
</tbody>
</table>
<p>program which fit <cite>predicate</cite>. Default default_main_program.
:param predicate: The Predicate describes a callable that returns a variable
as a bool. If it returns true, the corresponding input variable will be saved.
:param vars: variables need to be saved. If vars is specified, program &amp; predicate
will be ignored
201 202 203
:param filename: The name of a single file that all vars are saved to.</p>
<blockquote>
<div>If it is None, save variables to separate files.</div></blockquote>
204 205 206 207 208 209 210 211 212 213 214 215 216 217 218
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">None</td>
</tr>
</tbody>
</table>
</dd></dl>

</div>
<div class="section" id="save-params">
<h2>save_params<a class="headerlink" href="#save-params" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
219
<code class="descclassname">paddle.fluid.io.</code><code class="descname">save_params</code><span class="sig-paren">(</span><em>executor</em>, <em>dirname</em>, <em>main_program=None</em>, <em>filename=None</em><span class="sig-paren">)</span></dt>
220 221 222 223 224 225 226 227
<dd><p>Save all parameters to directory with executor.</p>
</dd></dl>

</div>
<div class="section" id="save-persistables">
<h2>save_persistables<a class="headerlink" href="#save-persistables" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
228
<code class="descclassname">paddle.fluid.io.</code><code class="descname">save_persistables</code><span class="sig-paren">(</span><em>executor</em>, <em>dirname</em>, <em>main_program=None</em>, <em>filename=None</em><span class="sig-paren">)</span></dt>
229 230 231 232 233 234 235 236
<dd><p>Save all persistables to directory with executor.</p>
</dd></dl>

</div>
<div class="section" id="load-vars">
<h2>load_vars<a class="headerlink" href="#load-vars" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
237
<code class="descclassname">paddle.fluid.io.</code><code class="descname">load_vars</code><span class="sig-paren">(</span><em>executor</em>, <em>dirname</em>, <em>main_program=None</em>, <em>vars=None</em>, <em>predicate=None</em>, <em>filename=None</em><span class="sig-paren">)</span></dt>
238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256
<dd><p>Load variables from directory by executor.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first last simple">
<li><strong>executor</strong> &#8211; executor that load variable</li>
<li><strong>dirname</strong> &#8211; directory path</li>
<li><strong>main_program</strong> &#8211; program. If vars is None, then filter all variables in this</li>
</ul>
</td>
</tr>
</tbody>
</table>
<p>program which fit <cite>predicate</cite>. Default default_main_program().
:param predicate: The Predicate describes a callable that returns a variable
as a bool. If it returns true, the corresponding input variable will be loaded.
:param vars: variables need to be loaded. If vars is specified, program &amp;
predicate will be ignored
257 258 259
:param filename: The name of the single file that all vars are loaded from.</p>
<blockquote>
<div>If it is None, load variables from separate files.</div></blockquote>
260 261 262 263 264 265 266 267 268 269 270 271 272 273 274
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
<tr class="field-odd field"><th class="field-name">Returns:</th><td class="field-body">None</td>
</tr>
</tbody>
</table>
</dd></dl>

</div>
<div class="section" id="load-params">
<h2>load_params<a class="headerlink" href="#load-params" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
275
<code class="descclassname">paddle.fluid.io.</code><code class="descname">load_params</code><span class="sig-paren">(</span><em>executor</em>, <em>dirname</em>, <em>main_program=None</em>, <em>filename=None</em><span class="sig-paren">)</span></dt>
276 277 278 279 280 281 282 283
<dd><p>load all parameters from directory by executor.</p>
</dd></dl>

</div>
<div class="section" id="load-persistables">
<h2>load_persistables<a class="headerlink" href="#load-persistables" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
284
<code class="descclassname">paddle.fluid.io.</code><code class="descname">load_persistables</code><span class="sig-paren">(</span><em>executor</em>, <em>dirname</em>, <em>main_program=None</em>, <em>filename=None</em><span class="sig-paren">)</span></dt>
285 286 287 288 289 290 291 292
<dd><p>load all persistables from directory by executor.</p>
</dd></dl>

</div>
<div class="section" id="save-inference-model">
<h2>save_inference_model<a class="headerlink" href="#save-inference-model" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
293
<code class="descclassname">paddle.fluid.io.</code><code class="descname">save_inference_model</code><span class="sig-paren">(</span><em>dirname</em>, <em>feeded_var_names</em>, <em>target_vars</em>, <em>executor</em>, <em>main_program=None</em>, <em>model_filename=None</em>, <em>params_filename=None</em><span class="sig-paren">)</span></dt>
294 295 296 297 298 299
<dd><p>Build a model especially for inference,
and save it to directory by the executor.</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
300
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
301 302 303 304 305 306
<li><strong>dirname</strong> &#8211; directory path</li>
<li><strong>feeded_var_names</strong> &#8211; Names of variables that need to be feeded data during inference</li>
<li><strong>target_vars</strong> &#8211; Variables from which we can get inference results.</li>
<li><strong>executor</strong> &#8211; executor that save inference model</li>
<li><strong>main_program</strong> &#8211; original program, which will be pruned to build the inference model.
Default default_main_program().</li>
307 308 309 310 311
<li><strong>model_filename</strong> &#8211; The name of file to save inference program.
If not specified, default filename <cite>__model__</cite> will be used.</li>
<li><strong>params_filename</strong> &#8211; The name of file to save parameters.
It is used for the case that all parameters are saved in a single binary file.
If not specified, parameters are considered saved in separate files.</li>
312 313 314
</ul>
</td>
</tr>
315 316
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">None</p>
</td>
317 318 319 320 321 322 323 324 325 326
</tr>
</tbody>
</table>
</dd></dl>

</div>
<div class="section" id="load-inference-model">
<h2>load_inference_model<a class="headerlink" href="#load-inference-model" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
327
<code class="descclassname">paddle.fluid.io.</code><code class="descname">load_inference_model</code><span class="sig-paren">(</span><em>dirname</em>, <em>executor</em>, <em>model_filename=None</em>, <em>params_filename=None</em><span class="sig-paren">)</span></dt>
328 329 330 331 332
<dd><p>Load inference model from a directory</p>
<table class="docutils field-list" frame="void" rules="none">
<col class="field-name" />
<col class="field-body" />
<tbody valign="top">
333
<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
334 335
<li><strong>dirname</strong> &#8211; directory path</li>
<li><strong>executor</strong> &#8211; executor that load inference model</li>
336 337 338 339 340
<li><strong>model_filename</strong> &#8211; The name of file to load inference program.
If not specified, default filename <cite>__model__</cite> will be used.</li>
<li><strong>params_filename</strong> &#8211; The name of file to load parameters.
It is used for the case that all parameters are saved in a single binary file.
If not specified, parameters are considered saved in separate files.</li>
341 342 343
</ul>
</td>
</tr>
344
<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">[program, feed_target_names, fetch_targets]
345 346
program: program especially for inference.
feed_target_names: Names of variables that need to feed data
347 348
fetch_targets: Variables from which we can get inference results.</p>
</td>
349 350 351 352 353 354 355 356 357 358
</tr>
</tbody>
</table>
</dd></dl>

</div>
<div class="section" id="get-inference-program">
<h2>get_inference_program<a class="headerlink" href="#get-inference-program" title="Permalink to this headline"></a></h2>
<dl class="function">
<dt>
359
<code class="descclassname">paddle.fluid.io.</code><code class="descname">get_inference_program</code><span class="sig-paren">(</span><em>target_vars</em>, <em>main_program=None</em><span class="sig-paren">)</span></dt>
360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402
<dd></dd></dl>

</div>
</div>


           </div>
          </div>
          <footer>
  
    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
      
      
        <a href="regularizer.html" class="btn btn-neutral" title="regularizer" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
      
    </div>
  

  <hr/>

  <div role="contentinfo">
    <p>
        &copy; Copyright 2016, PaddlePaddle developers.

    </p>
  </div>
  Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/snide/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. 

</footer>

        </div>
      </div>

    </section>

  </div>
  


  

    <script type="text/javascript">
        var DOCUMENTATION_OPTIONS = {
403
            URL_ROOT:'../',
404 405 406 407 408 409 410
            VERSION:'',
            COLLAPSE_INDEX:false,
            FILE_SUFFIX:'.html',
            HAS_SOURCE:  true,
            SOURCELINK_SUFFIX: ".txt",
        };
    </script>
411 412 413
      <script type="text/javascript" src="../_static/jquery.js"></script>
      <script type="text/javascript" src="../_static/underscore.js"></script>
      <script type="text/javascript" src="../_static/doctools.js"></script>
414 415 416 417 418 419
      <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.0/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
       
  

  
  
420
    <script type="text/javascript" src="../_static/js/theme.js"></script>
421 422 423 424
  
  
  <script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha384-Tc5IQib027qvyjSMfHjOMaLkfuWVxZxUPnCJA7l2mCWNIpG9mGCD8wGNIcPD7Txa" crossorigin="anonymous"></script>
  <script src="https://cdn.jsdelivr.net/perfect-scrollbar/0.6.14/js/perfect-scrollbar.jquery.min.js"></script>
425
  <script src="../_static/js/paddle_doc_init.js"></script> 
426 427 428

</body>
</html>