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<a href="c__predict__api_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>&#160;<span class="comment"> * Licensed to the Apache Software Foundation (ASF) under one</span></div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>&#160;<span class="comment"> * or more contributor license agreements. See the NOTICE file</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span>&#160;<span class="comment"> * distributed with this work for additional information</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span>&#160;<span class="comment"> * regarding copyright ownership. The ASF licenses this file</span></div><div class="line"><a name="l00006"></a><span class="lineno"> 6</span>&#160;<span class="comment"> * to you under the Apache License, Version 2.0 (the</span></div><div class="line"><a name="l00007"></a><span class="lineno"> 7</span>&#160;<span class="comment"> * &quot;License&quot;); you may not use this file except in compliance</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span>&#160;<span class="comment"> * with the License. You may obtain a copy of the License at</span></div><div class="line"><a name="l00009"></a><span class="lineno"> 9</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span>&#160;<span class="comment"> * http://www.apache.org/licenses/LICENSE-2.0</span></div><div class="line"><a name="l00011"></a><span class="lineno"> 11</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span>&#160;<span class="comment"> * Unless required by applicable law or agreed to in writing,</span></div><div class="line"><a name="l00013"></a><span class="lineno"> 13</span>&#160;<span class="comment"> * software distributed under the License is distributed on an</span></div><div class="line"><a name="l00014"></a><span class="lineno"> 14</span>&#160;<span class="comment"> * &quot;AS IS&quot; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span>&#160;<span class="comment"> * KIND, either express or implied. See the License for the</span></div><div class="line"><a name="l00016"></a><span class="lineno"> 16</span>&#160;<span class="comment"> * specific language governing permissions and limitations</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span>&#160;<span class="comment"> * under the License.</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno"> 25</span>&#160;<span class="preprocessor">#ifndef MXNET_C_PREDICT_API_H_</span></div><div class="line"><a name="l00026"></a><span class="lineno"> 26</span>&#160;<span class="preprocessor">#define MXNET_C_PREDICT_API_H_</span></div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span>&#160;</div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span>&#160;<span class="preprocessor">#ifdef __cplusplus</span></div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span>&#160;<span class="keyword">extern</span> <span class="stringliteral">&quot;C&quot;</span> {</div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span>&#160;<span class="preprocessor">#endif // __cplusplus</span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span>&#160;</div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span>&#160;<span class="preprocessor">#ifdef _WIN32</span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span>&#160;<span class="preprocessor">#ifdef MXNET_EXPORTS</span></div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span>&#160;<span class="preprocessor">#define MXNET_DLL __declspec(dllexport)</span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span>&#160;<span class="preprocessor">#define MXNET_DLL __declspec(dllimport)</span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span>&#160;<span class="preprocessor">#else</span></div><div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac"> 40</a></span>&#160;<span class="preprocessor">#define MXNET_DLL</span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span>&#160;</div><div class="line"><a name="l00044"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a3438cf44a22968b254a78032ca0c2c59"> 44</a></span>&#160;<span class="keyword">typedef</span> uint32_t <a class="code" href="c__predict__api_8h.html#a3438cf44a22968b254a78032ca0c2c59">mx_uint</a>;</div><div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a4e709067707d9f90c534bd65494ae668"> 46</a></span>&#160;<span class="keyword">typedef</span> <span class="keywordtype">float</span> <a class="code" href="c__predict__api_8h.html#a4e709067707d9f90c534bd65494ae668">mx_float</a>;</div><div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a0aacfd245edcae2dcd19e01192fcd7a2"> 48</a></span>&#160;<span class="keyword">typedef</span> <span class="keywordtype">void</span> *<a class="code" href="c__predict__api_8h.html#a0aacfd245edcae2dcd19e01192fcd7a2">PredictorHandle</a>;</div><div class="line"><a name="l00050"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a3058aee7831edae29e9ac39556e5fe5c"> 50</a></span>&#160;<span class="keyword">typedef</span> <span class="keywordtype">void</span> *<a class="code" href="c__predict__api_8h.html#a3058aee7831edae29e9ac39556e5fe5c">NDListHandle</a>;</div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a99c2939783499d2a5ce0d76881dce9df"> 52</a></span>&#160;<span class="keyword">typedef</span> <span class="keywordtype">void</span> *<a class="code" href="c__predict__api_8h.html#a99c2939783499d2a5ce0d76881dce9df">NDArrayHandle</a>;</div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="c__predict__api_8h.html#a8bdac9663417285a797461685aaf3df6"> 54</a></span>&#160;<span class="keyword">typedef</span> void (*<a class="code" href="c__predict__api_8h.html#a8bdac9663417285a797461685aaf3df6">PredMonitorCallback</a>)(<span class="keyword">const</span> <span class="keywordtype">char</span>*,</div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span>&#160; <a class="code" href="c__predict__api_8h.html#a99c2939783499d2a5ce0d76881dce9df">NDArrayHandle</a>,</div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span>&#160; <span class="keywordtype">void</span>*);</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span>&#160;</div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keyword">const</span> <span class="keywordtype">char</span>* <a class="code" href="c__predict__api_8h.html#acab1874f3e3077710b77d1a005abf36c">MXGetLastError</a>();</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span>&#160;</div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#adec8e789ff745e4dd4f874666e053691">MXPredCreate</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* symbol_json_str,</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>&#160; <span class="keyword">const</span> <span class="keywordtype">void</span>* param_bytes,</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span>&#160; <span class="keywordtype">int</span> param_size,</div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span>&#160; <span class="keywordtype">int</span> dev_type, <span class="keywordtype">int</span> dev_id,</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span>&#160; uint32_t num_input_nodes,</div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** input_keys,</div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_indptr,</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_data,</div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span>&#160; PredictorHandle* out);</div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span>&#160;</div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#a8d9bd01b061603e0d2963713ab72a8d6">MXPredCreateEx</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* symbol_json_str,</div><div class="line"><a name="l00119"></a><span class="lineno"> 119</span>&#160; <span class="keyword">const</span> <span class="keywordtype">void</span>* param_bytes,</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span>&#160; <span class="keywordtype">int</span> param_size,</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span>&#160; <span class="keywordtype">int</span> dev_type, <span class="keywordtype">int</span> dev_id,</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span>&#160; <span class="keyword">const</span> uint32_t num_input_nodes,</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** input_keys,</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_indptr,</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_data,</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span>&#160; <span class="keyword">const</span> uint32_t num_provided_arg_dtypes,</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** provided_arg_dtype_names,</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span>&#160; <span class="keyword">const</span> <span class="keywordtype">int</span>* provided_arg_dtypes,</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span>&#160; PredictorHandle* out);</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>&#160;</div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#af802f2d3f53290a3cb23bfbd4b0ee38c">MXPredCreatePartialOut</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* symbol_json_str,</div><div class="line"><a name="l00155"></a><span class="lineno"> 155</span>&#160; <span class="keyword">const</span> <span class="keywordtype">void</span>* param_bytes,</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span>&#160; <span class="keywordtype">int</span> param_size,</div><div class="line"><a name="l00157"></a><span class="lineno"> 157</span>&#160; <span class="keywordtype">int</span> dev_type, <span class="keywordtype">int</span> dev_id,</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span>&#160; uint32_t num_input_nodes,</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** input_keys,</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_indptr,</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_data,</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span>&#160; uint32_t num_output_nodes,</div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** output_keys,</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>&#160; PredictorHandle* out);</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span>&#160;</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#af9a789f59254408bff3b8094a05908b8">MXPredCreateMultiThread</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* symbol_json_str,</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span>&#160; <span class="keyword">const</span> <span class="keywordtype">void</span>* param_bytes,</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span>&#160; <span class="keywordtype">int</span> param_size,</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span>&#160; <span class="keywordtype">int</span> dev_type, <span class="keywordtype">int</span> dev_id,</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span>&#160; uint32_t num_input_nodes,</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** input_keys,</div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_indptr,</div><div class="line"><a name="l00194"></a><span class="lineno"> 194</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_data,</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span>&#160; <span class="keywordtype">int</span> num_threads,</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span>&#160; PredictorHandle* out);</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span>&#160;</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#ab01d565768b13c3644ee411d2237c51c">MXPredReshape</a>(uint32_t num_input_nodes,</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** input_keys,</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_indptr,</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span>&#160; <span class="keyword">const</span> uint32_t* input_shape_data,</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span>&#160; PredictorHandle handle,</div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span>&#160; PredictorHandle* out);</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#a38bd674bd8059e9471dbe30ad2552d8e">MXPredGetOutputShape</a>(PredictorHandle handle,</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>&#160; uint32_t index,</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span>&#160; uint32_t** shape_data,</div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>&#160; uint32_t* shape_ndim);</div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>&#160;</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#ab6c8c689a0b30287106bb41c02df68e4">MXPredGetOutputType</a>(PredictorHandle handle,</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>&#160; uint32_t out_index,</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span>&#160; <span class="keywordtype">int</span>* out_dtype);</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>&#160;</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#a7569648350ee829823e6028366e8db6b">MXPredSetInput</a>(PredictorHandle handle,</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>* key,</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>&#160; <span class="keyword">const</span> <span class="keywordtype">float</span>* data,</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>&#160; uint32_t size);</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#a1ce8a6c852f1ae11c2504b9bc186e723">MXPredForward</a>(PredictorHandle handle);</div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#aa4ac0ebf9f6494c383d3fe3b72ae2f52">MXPredPartialForward</a>(PredictorHandle handle, <span class="keywordtype">int</span> step, <span class="keywordtype">int</span>* step_left);</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#a6790df5f9a255c36b8d05ad156b04054">MXPredGetOutput</a>(PredictorHandle handle,</div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>&#160; uint32_t index,</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>&#160; <span class="keywordtype">float</span>* data,</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span>&#160; uint32_t size);</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#af21704e92e5b519bdcfef5fcb504195b">MXPredFree</a>(PredictorHandle handle);</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#a53e6bbe2272945a428c31813fa04df6b">MXNDListCreate</a>(<span class="keyword">const</span> <span class="keywordtype">char</span>* nd_file_bytes,</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span>&#160; <span class="keywordtype">int</span> nd_file_size,</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>&#160; NDListHandle *out,</div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>&#160; uint32_t* out_length);</div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#ac773ddc4f563bab1140366faa02b1078">MXNDListGet</a>(NDListHandle handle,</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>&#160; uint32_t index,</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>&#160; <span class="keyword">const</span> <span class="keywordtype">char</span>** out_key,</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>&#160; <span class="keyword">const</span> <span class="keywordtype">float</span>** out_data,</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span>&#160; <span class="keyword">const</span> uint32_t** out_shape,</div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>&#160; uint32_t* out_ndim);</div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>&#160;</div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#ab15d6ef811bd8eddf02cc57b1f2055c0">MXPredSetMonitorCallback</a>(PredictorHandle handle,</div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>&#160; <a class="code" href="c__predict__api_8h.html#a8bdac9663417285a797461685aaf3df6">PredMonitorCallback</a> callback,</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span>&#160; <span class="keywordtype">void</span>* callback_handle,</div><div class="line"><a name="l00335"></a><span class="lineno"> 335</span>&#160; <span class="keywordtype">bool</span> monitor_all);</div><div class="line"><a name="l00341"></a><span class="lineno"> 341</span>&#160;<a class="code" href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a> <span class="keywordtype">int</span> <a class="code" href="c__predict__api_8h.html#af7db1b8ab8c7f3aab5b06f5c1f75ac62">MXNDListFree</a>(NDListHandle handle);</div><div class="line"><a name="l00342"></a><span class="lineno"> 342</span>&#160;</div><div class="line"><a name="l00343"></a><span class="lineno"> 343</span>&#160;<span class="preprocessor">#ifdef __cplusplus</span></div><div class="line"><a name="l00344"></a><span class="lineno"> 344</span>&#160;}</div><div class="line"><a name="l00345"></a><span class="lineno"> 345</span>&#160;<span class="preprocessor">#endif // __cplusplus</span></div><div class="line"><a name="l00346"></a><span class="lineno"> 346</span>&#160;</div><div class="line"><a name="l00347"></a><span class="lineno"> 347</span>&#160;<span class="preprocessor">#endif // MXNET_C_PREDICT_API_H_</span></div><div class="ttc" id="c__predict__api_8h_html_a1ce8a6c852f1ae11c2504b9bc186e723"><div class="ttname"><a href="c__predict__api_8h.html#a1ce8a6c852f1ae11c2504b9bc186e723">MXPredForward</a></div><div class="ttdeci">MXNET_DLL int MXPredForward(PredictorHandle handle)</div><div class="ttdoc">Run a forward pass to get the output. </div></div>
<div class="ttc" id="c__predict__api_8h_html_adec8e789ff745e4dd4f874666e053691"><div class="ttname"><a href="c__predict__api_8h.html#adec8e789ff745e4dd4f874666e053691">MXPredCreate</a></div><div class="ttdeci">MXNET_DLL int MXPredCreate(const char *symbol_json_str, const void *param_bytes, int param_size, int dev_type, int dev_id, uint32_t num_input_nodes, const char **input_keys, const uint32_t *input_shape_indptr, const uint32_t *input_shape_data, PredictorHandle *out)</div><div class="ttdoc">create a predictor </div></div>
<div class="ttc" id="c__predict__api_8h_html_af802f2d3f53290a3cb23bfbd4b0ee38c"><div class="ttname"><a href="c__predict__api_8h.html#af802f2d3f53290a3cb23bfbd4b0ee38c">MXPredCreatePartialOut</a></div><div class="ttdeci">MXNET_DLL int MXPredCreatePartialOut(const char *symbol_json_str, const void *param_bytes, int param_size, int dev_type, int dev_id, uint32_t num_input_nodes, const char **input_keys, const uint32_t *input_shape_indptr, const uint32_t *input_shape_data, uint32_t num_output_nodes, const char **output_keys, PredictorHandle *out)</div><div class="ttdoc">create a predictor wich customized outputs </div></div>
<div class="ttc" id="c__predict__api_8h_html_ac773ddc4f563bab1140366faa02b1078"><div class="ttname"><a href="c__predict__api_8h.html#ac773ddc4f563bab1140366faa02b1078">MXNDListGet</a></div><div class="ttdeci">MXNET_DLL int MXNDListGet(NDListHandle handle, uint32_t index, const char **out_key, const float **out_data, const uint32_t **out_shape, uint32_t *out_ndim)</div><div class="ttdoc">Get an element from list. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a3438cf44a22968b254a78032ca0c2c59"><div class="ttname"><a href="c__predict__api_8h.html#a3438cf44a22968b254a78032ca0c2c59">mx_uint</a></div><div class="ttdeci">uint32_t mx_uint</div><div class="ttdoc">manually define unsigned int </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:44</div></div>
<div class="ttc" id="c__predict__api_8h_html_ab6c8c689a0b30287106bb41c02df68e4"><div class="ttname"><a href="c__predict__api_8h.html#ab6c8c689a0b30287106bb41c02df68e4">MXPredGetOutputType</a></div><div class="ttdeci">MXNET_DLL int MXPredGetOutputType(PredictorHandle handle, uint32_t out_index, int *out_dtype)</div><div class="ttdoc">Get the dtype of output node. The returned data type is only valid before next call to MXPred functio...</div></div>
<div class="ttc" id="c__predict__api_8h_html_af7db1b8ab8c7f3aab5b06f5c1f75ac62"><div class="ttname"><a href="c__predict__api_8h.html#af7db1b8ab8c7f3aab5b06f5c1f75ac62">MXNDListFree</a></div><div class="ttdeci">MXNET_DLL int MXNDListFree(NDListHandle handle)</div><div class="ttdoc">Free a MXAPINDList. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a38bd674bd8059e9471dbe30ad2552d8e"><div class="ttname"><a href="c__predict__api_8h.html#a38bd674bd8059e9471dbe30ad2552d8e">MXPredGetOutputShape</a></div><div class="ttdeci">MXNET_DLL int MXPredGetOutputShape(PredictorHandle handle, uint32_t index, uint32_t **shape_data, uint32_t *shape_ndim)</div><div class="ttdoc">Get the shape of output node. The returned shape_data and shape_ndim is only valid before next call t...</div></div>
<div class="ttc" id="c__predict__api_8h_html_a99c2939783499d2a5ce0d76881dce9df"><div class="ttname"><a href="c__predict__api_8h.html#a99c2939783499d2a5ce0d76881dce9df">NDArrayHandle</a></div><div class="ttdeci">void * NDArrayHandle</div><div class="ttdoc">handle to NDArray </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:52</div></div>
<div class="ttc" id="c__predict__api_8h_html_a0aacfd245edcae2dcd19e01192fcd7a2"><div class="ttname"><a href="c__predict__api_8h.html#a0aacfd245edcae2dcd19e01192fcd7a2">PredictorHandle</a></div><div class="ttdeci">void * PredictorHandle</div><div class="ttdoc">handle to Predictor </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:48</div></div>
<div class="ttc" id="c__predict__api_8h_html_ab15d6ef811bd8eddf02cc57b1f2055c0"><div class="ttname"><a href="c__predict__api_8h.html#ab15d6ef811bd8eddf02cc57b1f2055c0">MXPredSetMonitorCallback</a></div><div class="ttdeci">MXNET_DLL int MXPredSetMonitorCallback(PredictorHandle handle, PredMonitorCallback callback, void *callback_handle, bool monitor_all)</div><div class="ttdoc">set a call back to notify the completion of operation and allow for additional monitoring ...</div></div>
<div class="ttc" id="c__predict__api_8h_html_af21704e92e5b519bdcfef5fcb504195b"><div class="ttname"><a href="c__predict__api_8h.html#af21704e92e5b519bdcfef5fcb504195b">MXPredFree</a></div><div class="ttdeci">MXNET_DLL int MXPredFree(PredictorHandle handle)</div><div class="ttdoc">Free a predictor handle. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a4e709067707d9f90c534bd65494ae668"><div class="ttname"><a href="c__predict__api_8h.html#a4e709067707d9f90c534bd65494ae668">mx_float</a></div><div class="ttdeci">float mx_float</div><div class="ttdoc">manually define float </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:46</div></div>
<div class="ttc" id="c__predict__api_8h_html_a7569648350ee829823e6028366e8db6b"><div class="ttname"><a href="c__predict__api_8h.html#a7569648350ee829823e6028366e8db6b">MXPredSetInput</a></div><div class="ttdeci">MXNET_DLL int MXPredSetInput(PredictorHandle handle, const char *key, const float *data, uint32_t size)</div><div class="ttdoc">Set the input data of predictor. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a3058aee7831edae29e9ac39556e5fe5c"><div class="ttname"><a href="c__predict__api_8h.html#a3058aee7831edae29e9ac39556e5fe5c">NDListHandle</a></div><div class="ttdeci">void * NDListHandle</div><div class="ttdoc">handle to NDArray list </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:50</div></div>
<div class="ttc" id="c__predict__api_8h_html_a53e6bbe2272945a428c31813fa04df6b"><div class="ttname"><a href="c__predict__api_8h.html#a53e6bbe2272945a428c31813fa04df6b">MXNDListCreate</a></div><div class="ttdeci">MXNET_DLL int MXNDListCreate(const char *nd_file_bytes, int nd_file_size, NDListHandle *out, uint32_t *out_length)</div><div class="ttdoc">Create a NDArray List by loading from ndarray file. This can be used to load mean image file...</div></div>
<div class="ttc" id="c__predict__api_8h_html_acab1874f3e3077710b77d1a005abf36c"><div class="ttname"><a href="c__predict__api_8h.html#acab1874f3e3077710b77d1a005abf36c">MXGetLastError</a></div><div class="ttdeci">MXNET_DLL const char * MXGetLastError()</div><div class="ttdoc">Get the last error happeneed. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a8bdac9663417285a797461685aaf3df6"><div class="ttname"><a href="c__predict__api_8h.html#a8bdac9663417285a797461685aaf3df6">PredMonitorCallback</a></div><div class="ttdeci">void(* PredMonitorCallback)(const char *, NDArrayHandle, void *)</div><div class="ttdoc">callback used for add monitoring to nodes in the graph </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:54</div></div>
<div class="ttc" id="c__predict__api_8h_html_af9a789f59254408bff3b8094a05908b8"><div class="ttname"><a href="c__predict__api_8h.html#af9a789f59254408bff3b8094a05908b8">MXPredCreateMultiThread</a></div><div class="ttdeci">MXNET_DLL int MXPredCreateMultiThread(const char *symbol_json_str, const void *param_bytes, int param_size, int dev_type, int dev_id, uint32_t num_input_nodes, const char **input_keys, const uint32_t *input_shape_indptr, const uint32_t *input_shape_data, int num_threads, PredictorHandle *out)</div><div class="ttdoc">create predictors for multiple threads. One predictor for a thread. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a8d9bd01b061603e0d2963713ab72a8d6"><div class="ttname"><a href="c__predict__api_8h.html#a8d9bd01b061603e0d2963713ab72a8d6">MXPredCreateEx</a></div><div class="ttdeci">MXNET_DLL int MXPredCreateEx(const char *symbol_json_str, const void *param_bytes, int param_size, int dev_type, int dev_id, const uint32_t num_input_nodes, const char **input_keys, const uint32_t *input_shape_indptr, const uint32_t *input_shape_data, const uint32_t num_provided_arg_dtypes, const char **provided_arg_dtype_names, const int *provided_arg_dtypes, PredictorHandle *out)</div><div class="ttdoc">create a predictor </div></div>
<div class="ttc" id="c__predict__api_8h_html_a6790df5f9a255c36b8d05ad156b04054"><div class="ttname"><a href="c__predict__api_8h.html#a6790df5f9a255c36b8d05ad156b04054">MXPredGetOutput</a></div><div class="ttdeci">MXNET_DLL int MXPredGetOutput(PredictorHandle handle, uint32_t index, float *data, uint32_t size)</div><div class="ttdoc">Get the output value of prediction. </div></div>
<div class="ttc" id="c__predict__api_8h_html_a5b0e47dde55f9b2f58b99fab92d1e0ac"><div class="ttname"><a href="c__predict__api_8h.html#a5b0e47dde55f9b2f58b99fab92d1e0ac">MXNET_DLL</a></div><div class="ttdeci">#define MXNET_DLL</div><div class="ttdoc">Inhibit C++ name-mangling for MXNet functions. </div><div class="ttdef"><b>Definition:</b> c_predict_api.h:40</div></div>
<div class="ttc" id="c__predict__api_8h_html_aa4ac0ebf9f6494c383d3fe3b72ae2f52"><div class="ttname"><a href="c__predict__api_8h.html#aa4ac0ebf9f6494c383d3fe3b72ae2f52">MXPredPartialForward</a></div><div class="ttdeci">MXNET_DLL int MXPredPartialForward(PredictorHandle handle, int step, int *step_left)</div><div class="ttdoc">Run a interactive forward pass to get the output. This is helpful for displaying progress of predicti...</div></div>
<div class="ttc" id="c__predict__api_8h_html_ab01d565768b13c3644ee411d2237c51c"><div class="ttname"><a href="c__predict__api_8h.html#ab01d565768b13c3644ee411d2237c51c">MXPredReshape</a></div><div class="ttdeci">MXNET_DLL int MXPredReshape(uint32_t num_input_nodes, const char **input_keys, const uint32_t *input_shape_indptr, const uint32_t *input_shape_data, PredictorHandle handle, PredictorHandle *out)</div><div class="ttdoc">Change the input shape of an existing predictor. </div></div>
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