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| <a href="serialization_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> <span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span> <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> <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> <span class="comment"> * distributed with this work for additional information</span></div><div class="line"><a name="l00005"></a><span class="lineno"> 5</span> <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> <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> <span class="comment"> * "License"); you may not use this file except in compliance</span></div><div class="line"><a name="l00008"></a><span class="lineno"> 8</span> <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> <span class="comment"> *</span></div><div class="line"><a name="l00010"></a><span class="lineno"> 10</span> <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> <span class="comment"> *</span></div><div class="line"><a name="l00012"></a><span class="lineno"> 12</span> <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> <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> <span class="comment"> * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span></div><div class="line"><a name="l00015"></a><span class="lineno"> 15</span> <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> <span class="comment"> * specific language governing permissions and limitations</span></div><div class="line"><a name="l00017"></a><span class="lineno"> 17</span> <span class="comment"> * under the License.</span></div><div class="line"><a name="l00018"></a><span class="lineno"> 18</span> <span class="comment"> */</span></div><div class="line"><a name="l00019"></a><span class="lineno"> 19</span> </div><div class="line"><a name="l00027"></a><span class="lineno"> 27</span> <span class="preprocessor">#ifndef MXNET_COMMON_SERIALIZATION_H_</span></div><div class="line"><a name="l00028"></a><span class="lineno"> 28</span> <span class="preprocessor">#define MXNET_COMMON_SERIALIZATION_H_</span></div><div class="line"><a name="l00029"></a><span class="lineno"> 29</span> </div><div class="line"><a name="l00030"></a><span class="lineno"> 30</span> <span class="preprocessor">#include <dmlc/logging.h></span></div><div class="line"><a name="l00031"></a><span class="lineno"> 31</span> <span class="preprocessor">#include <<a class="code" href="graph__attr__types_8h.html">mxnet/graph_attr_types.h</a>></span></div><div class="line"><a name="l00032"></a><span class="lineno"> 32</span> <span class="preprocessor">#include <nnvm/graph_attr_types.h></span></div><div class="line"><a name="l00033"></a><span class="lineno"> 33</span> <span class="preprocessor">#include <nnvm/tuple.h></span></div><div class="line"><a name="l00034"></a><span class="lineno"> 34</span> </div><div class="line"><a name="l00035"></a><span class="lineno"> 35</span> <span class="preprocessor">#include <cstring></span></div><div class="line"><a name="l00036"></a><span class="lineno"> 36</span> <span class="preprocessor">#include <map></span></div><div class="line"><a name="l00037"></a><span class="lineno"> 37</span> <span class="preprocessor">#include <set></span></div><div class="line"><a name="l00038"></a><span class="lineno"> 38</span> <span class="preprocessor">#include <string></span></div><div class="line"><a name="l00039"></a><span class="lineno"> 39</span> <span class="preprocessor">#include <tuple></span></div><div class="line"><a name="l00040"></a><span class="lineno"> 40</span> <span class="preprocessor">#include <unordered_map></span></div><div class="line"><a name="l00041"></a><span class="lineno"> 41</span> <span class="preprocessor">#include <unordered_set></span></div><div class="line"><a name="l00042"></a><span class="lineno"> 42</span> <span class="preprocessor">#include <utility></span></div><div class="line"><a name="l00043"></a><span class="lineno"> 43</span> <span class="preprocessor">#include <vector></span></div><div class="line"><a name="l00044"></a><span class="lineno"> 44</span> </div><div class="line"><a name="l00045"></a><span class="lineno"> 45</span> </div><div class="line"><a name="l00046"></a><span class="lineno"> 46</span> <span class="keyword">namespace </span><a class="code" href="namespacemxnet.html">mxnet</a> {</div><div class="line"><a name="l00047"></a><span class="lineno"> 47</span> <span class="keyword">namespace </span>common {</div><div class="line"><a name="l00048"></a><span class="lineno"> 48</span> </div><div class="line"><a name="l00049"></a><span class="lineno"> 49</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00050"></a><span class="lineno"> 50</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> T &obj);</div><div class="line"><a name="l00051"></a><span class="lineno"> 51</span> </div><div class="line"><a name="l00052"></a><span class="lineno"> 52</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00053"></a><span class="lineno"> 53</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> nnvm::Tuple <T> &obj);</div><div class="line"><a name="l00054"></a><span class="lineno"> 54</span> </div><div class="line"><a name="l00055"></a><span class="lineno"> 55</span> <span class="keyword">template</span><<span class="keyword">typename</span> K, <span class="keyword">typename</span> V></div><div class="line"><a name="l00056"></a><span class="lineno"> 56</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> std::map <K, V> &obj);</div><div class="line"><a name="l00057"></a><span class="lineno"> 57</span> </div><div class="line"><a name="l00058"></a><span class="lineno"> 58</span> <span class="keyword">template</span><></div><div class="line"><a name="l00059"></a><span class="lineno"> 59</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> std::string &obj);</div><div class="line"><a name="l00060"></a><span class="lineno"> 60</span> </div><div class="line"><a name="l00061"></a><span class="lineno"> 61</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00062"></a><span class="lineno"> 62</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> std::tuple<Args...> &obj);</div><div class="line"><a name="l00063"></a><span class="lineno"> 63</span> </div><div class="line"><a name="l00064"></a><span class="lineno"> 64</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00065"></a><span class="lineno"> 65</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> T &obj, <span class="keywordtype">char</span> **buffer);</div><div class="line"><a name="l00066"></a><span class="lineno"> 66</span> </div><div class="line"><a name="l00067"></a><span class="lineno"> 67</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00068"></a><span class="lineno"> 68</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> nnvm::Tuple <T> &obj, <span class="keywordtype">char</span> **buffer);</div><div class="line"><a name="l00069"></a><span class="lineno"> 69</span> </div><div class="line"><a name="l00070"></a><span class="lineno"> 70</span> <span class="keyword">template</span><<span class="keyword">typename</span> K, <span class="keyword">typename</span> V></div><div class="line"><a name="l00071"></a><span class="lineno"> 71</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> std::map <K, V> &obj, <span class="keywordtype">char</span> **buffer);</div><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> </div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span> <span class="keyword">template</span><></div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> std::string &obj, <span class="keywordtype">char</span> **buffer);</div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span> </div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> std::tuple<Args...> &obj, <span class="keywordtype">char</span> **buffer);</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(T *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span> </div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(nnvm::Tuple <T> *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos);</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span> </div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> <span class="keyword">template</span><<span class="keyword">typename</span> K, <span class="keyword">typename</span> V></div><div class="line"><a name="l00086"></a><span class="lineno"> 86</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(std::map <K, V> *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos);</div><div class="line"><a name="l00087"></a><span class="lineno"> 87</span> </div><div class="line"><a name="l00088"></a><span class="lineno"> 88</span> <span class="keyword">template</span><></div><div class="line"><a name="l00089"></a><span class="lineno"> 89</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(std::string *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos);</div><div class="line"><a name="l00090"></a><span class="lineno"> 90</span> </div><div class="line"><a name="l00091"></a><span class="lineno"> 91</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00092"></a><span class="lineno"> 92</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(std::tuple<Args...> *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos);</div><div class="line"><a name="l00093"></a><span class="lineno"> 93</span> </div><div class="line"><a name="l00094"></a><span class="lineno"> 94</span> </div><div class="line"><a name="l00095"></a><span class="lineno"> 95</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00096"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1is__container.html"> 96</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1is__container.html">is_container</a> {</div><div class="line"><a name="l00097"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1is__container.html#ac24297b7ca0e5a1fcb706402b91994c2"> 97</a></span> <span class="keyword">static</span> <span class="keyword">const</span> <span class="keywordtype">bool</span> <a class="code" href="structmxnet_1_1common_1_1is__container.html#ac24297b7ca0e5a1fcb706402b91994c2">value</a> = !std::is_pod<T>::value;</div><div class="line"><a name="l00098"></a><span class="lineno"> 98</span> };</div><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> </div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00101"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71"> 101</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> T &obj) {</div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span> <span class="keywordflow">return</span> <span class="keyword">sizeof</span>(T);</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> }</div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span> </div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00106"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#ac306007ea1ef6c7aec19da09ea37efad"> 106</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> nnvm::Tuple <T> &obj) {</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span> <span class="keywordflow">if</span> (<a class="code" href="structmxnet_1_1common_1_1is__container.html">is_container<T>::value</a>) {</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span> <span class="keywordtype">size_t</span> sum_val = 4;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& el : obj) {</div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span> sum_val += <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(el);</div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span> }</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span> <span class="keywordflow">return</span> sum_val;</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00114"></a><span class="lineno"> 114</span> <span class="keywordflow">return</span> 4 + (obj.ndim() * <span class="keyword">sizeof</span>(T));</div><div class="line"><a name="l00115"></a><span class="lineno"> 115</span> }</div><div class="line"><a name="l00116"></a><span class="lineno"> 116</span> }</div><div class="line"><a name="l00117"></a><span class="lineno"> 117</span> </div><div class="line"><a name="l00118"></a><span class="lineno"> 118</span> <span class="keyword">template</span><<span class="keyword">typename</span> K, <span class="keyword">typename</span> V></div><div class="line"><a name="l00119"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#afe0c79c920755b8f2d6b9ad75095ca69"> 119</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> std::map <K, V> &obj) {</div><div class="line"><a name="l00120"></a><span class="lineno"> 120</span> <span class="keywordtype">size_t</span> sum_val = 4;</div><div class="line"><a name="l00121"></a><span class="lineno"> 121</span> <span class="keywordflow">if</span> (<a class="code" href="structmxnet_1_1common_1_1is__container.html">is_container<K>::value</a> && <a class="code" href="structmxnet_1_1common_1_1is__container.html">is_container<V>::value</a>) {</div><div class="line"><a name="l00122"></a><span class="lineno"> 122</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& p : obj) {</div><div class="line"><a name="l00123"></a><span class="lineno"> 123</span> sum_val += <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(p.first) + <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(p.second);</div><div class="line"><a name="l00124"></a><span class="lineno"> 124</span> }</div><div class="line"><a name="l00125"></a><span class="lineno"> 125</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (<a class="code" href="structmxnet_1_1common_1_1is__container.html">is_container<K>::value</a>) {</div><div class="line"><a name="l00126"></a><span class="lineno"> 126</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& p : obj) {</div><div class="line"><a name="l00127"></a><span class="lineno"> 127</span> sum_val += <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(p.first);</div><div class="line"><a name="l00128"></a><span class="lineno"> 128</span> }</div><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> sum_val += <span class="keyword">sizeof</span>(V) * obj.size();</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span> } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (<a class="code" href="structmxnet_1_1common_1_1is__container.html">is_container<V>::value</a>) {</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> <span class="keywordflow">for</span> (<span class="keyword">const</span> <span class="keyword">auto</span>& p : obj) {</div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span> sum_val += <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(p.second);</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span> }</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span> sum_val += <span class="keyword">sizeof</span>(K) * obj.size();</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span> } <span class="keywordflow">else</span> {</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> sum_val += (<span class="keyword">sizeof</span>(K) + <span class="keyword">sizeof</span>(V)) * obj.size();</div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span> }</div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span> <span class="keywordflow">return</span> sum_val;</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span> }</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span> </div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> <span class="keyword">template</span><></div><div class="line"><a name="l00142"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a06a142e234bae6691af3bc124145d390"> 142</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> std::string &obj) {</div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span> <span class="keywordflow">return</span> obj.size() + 4;</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span> }</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span> </div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> <span class="keyword">template</span><<span class="keywordtype">int</span> I></div><div class="line"><a name="l00147"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialized__size__tuple.html"> 147</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1serialized__size__tuple.html">serialized_size_tuple</a> {</div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00149"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialized__size__tuple.html#ab3d870d718b0334aca574ea6221f4061"> 149</a></span> <span class="keyword">static</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="structmxnet_1_1common_1_1serialized__size__tuple.html#ab3d870d718b0334aca574ea6221f4061">Compute</a>(<span class="keyword">const</span> std::tuple<Args...> &obj) {</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> <span class="keywordflow">return</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(std::get<I>(obj)) + <a class="code" href="structmxnet_1_1common_1_1serialized__size__tuple.html#ab3d870d718b0334aca574ea6221f4061">serialized_size_tuple<I-1>::Compute</a>(obj);</div><div class="line"><a name="l00151"></a><span class="lineno"> 151</span> }</div><div class="line"><a name="l00152"></a><span class="lineno"> 152</span> };</div><div class="line"><a name="l00153"></a><span class="lineno"> 153</span> </div><div class="line"><a name="l00154"></a><span class="lineno"> 154</span> <span class="keyword">template</span><></div><div class="line"><a name="l00155"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialized__size__tuple_3_010_01_4.html"> 155</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1serialized__size__tuple.html">serialized_size_tuple</a><0> {</div><div class="line"><a name="l00156"></a><span class="lineno"> 156</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00157"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialized__size__tuple_3_010_01_4.html#aab5bbf6463024f82f90ff256a2fa4eb4"> 157</a></span> <span class="keyword">static</span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="structmxnet_1_1common_1_1serialized__size__tuple_3_010_01_4.html#aab5bbf6463024f82f90ff256a2fa4eb4">Compute</a>(<span class="keyword">const</span> std::tuple<Args...> &obj) {</div><div class="line"><a name="l00158"></a><span class="lineno"> 158</span> <span class="keywordflow">return</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(std::get<0>(obj));</div><div class="line"><a name="l00159"></a><span class="lineno"> 159</span> }</div><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> };</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span> </div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00163"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#ac1d3c80ace2b34edab0809c1b16b6b28"> 163</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(<span class="keyword">const</span> std::tuple<Args...> &obj) {</div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span> <span class="keywordflow">return</span> <a class="code" href="structmxnet_1_1common_1_1serialized__size__tuple.html">serialized_size_tuple</a><<span class="keyword">sizeof</span>... (Args)-1>::Compute(obj);</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> }</div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span> </div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span> <span class="comment">// Serializer</span></div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span> </div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00170"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a57c9708aa2b79d02bcc7d8714ef478b5"> 170</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#a57c9708aa2b79d02bcc7d8714ef478b5">SerializedContainerSize</a>(<span class="keyword">const</span> T &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> uint32_t size = obj.size();</div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span> std::memcpy(*buffer, &size, 4);</div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span> *buffer += 4;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> <span class="keywordflow">return</span> (<span class="keywordtype">size_t</span>) size;</div><div class="line"><a name="l00175"></a><span class="lineno"> 175</span> }</div><div class="line"><a name="l00176"></a><span class="lineno"> 176</span> </div><div class="line"><a name="l00177"></a><span class="lineno"> 177</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00178"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d"> 178</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> T &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00179"></a><span class="lineno"> 179</span> std::memcpy(*buffer, &obj, <span class="keyword">sizeof</span>(T));</div><div class="line"><a name="l00180"></a><span class="lineno"> 180</span> *buffer += <span class="keyword">sizeof</span>(T);</div><div class="line"><a name="l00181"></a><span class="lineno"> 181</span> }</div><div class="line"><a name="l00182"></a><span class="lineno"> 182</span> </div><div class="line"><a name="l00183"></a><span class="lineno"> 183</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00184"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#aec465ea6c7089b4cbb03116028e46792"> 184</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> nnvm::Tuple <T> &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00185"></a><span class="lineno"> 185</span> uint32_t size = obj.ndim();</div><div class="line"><a name="l00186"></a><span class="lineno"> 186</span> std::memcpy(*buffer, &size, 4);</div><div class="line"><a name="l00187"></a><span class="lineno"> 187</span> *buffer += 4;</div><div class="line"><a name="l00188"></a><span class="lineno"> 188</span> <span class="keywordflow">for</span> (<span class="keyword">auto</span>& el : obj) {</div><div class="line"><a name="l00189"></a><span class="lineno"> 189</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(el, buffer);</div><div class="line"><a name="l00190"></a><span class="lineno"> 190</span> }</div><div class="line"><a name="l00191"></a><span class="lineno"> 191</span> }</div><div class="line"><a name="l00192"></a><span class="lineno"> 192</span> </div><div class="line"><a name="l00193"></a><span class="lineno"> 193</span> <span class="keyword">template</span><<span class="keyword">typename</span> K, <span class="keyword">typename</span> V></div><div class="line"><a name="l00194"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a16f3095a6e8f0d976989ffe79193c02d"> 194</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> std::map <K, V> &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00195"></a><span class="lineno"> 195</span> <a class="code" href="namespacemxnet_1_1common.html#a57c9708aa2b79d02bcc7d8714ef478b5">SerializedContainerSize</a>(obj, buffer);</div><div class="line"><a name="l00196"></a><span class="lineno"> 196</span> <span class="keywordflow">for</span> (<span class="keyword">auto</span>& p : obj) {</div><div class="line"><a name="l00197"></a><span class="lineno"> 197</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(p.first, buffer);</div><div class="line"><a name="l00198"></a><span class="lineno"> 198</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(p.second, buffer);</div><div class="line"><a name="l00199"></a><span class="lineno"> 199</span> }</div><div class="line"><a name="l00200"></a><span class="lineno"> 200</span> }</div><div class="line"><a name="l00201"></a><span class="lineno"> 201</span> </div><div class="line"><a name="l00202"></a><span class="lineno"> 202</span> <span class="keyword">template</span><></div><div class="line"><a name="l00203"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a9f55f27f668dacd59122d573a988de1b"> 203</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> std::string &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00204"></a><span class="lineno"> 204</span> <span class="keyword">auto</span> size = <a class="code" href="namespacemxnet_1_1common.html#a57c9708aa2b79d02bcc7d8714ef478b5">SerializedContainerSize</a>(obj, buffer);</div><div class="line"><a name="l00205"></a><span class="lineno"> 205</span> std::memcpy(*buffer, &obj[0], size);</div><div class="line"><a name="l00206"></a><span class="lineno"> 206</span> *buffer += size;</div><div class="line"><a name="l00207"></a><span class="lineno"> 207</span> }</div><div class="line"><a name="l00208"></a><span class="lineno"> 208</span> </div><div class="line"><a name="l00209"></a><span class="lineno"> 209</span> <span class="keyword">template</span><<span class="keywordtype">int</span> I></div><div class="line"><a name="l00210"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialize__tuple.html"> 210</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1serialize__tuple.html">serialize_tuple</a> {</div><div class="line"><a name="l00211"></a><span class="lineno"> 211</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00212"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialize__tuple.html#ae1a8fb95b6008868888c3ebe53b8e303"> 212</a></span> <span class="keyword">static</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="structmxnet_1_1common_1_1serialize__tuple.html#ae1a8fb95b6008868888c3ebe53b8e303">Compute</a>(<span class="keyword">const</span> std::tuple<Args...> &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00213"></a><span class="lineno"> 213</span> <a class="code" href="structmxnet_1_1common_1_1serialize__tuple.html#ae1a8fb95b6008868888c3ebe53b8e303">serialize_tuple<I-1>::Compute</a>(obj, buffer);</div><div class="line"><a name="l00214"></a><span class="lineno"> 214</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(std::get<I>(obj), buffer);</div><div class="line"><a name="l00215"></a><span class="lineno"> 215</span> }</div><div class="line"><a name="l00216"></a><span class="lineno"> 216</span> };</div><div class="line"><a name="l00217"></a><span class="lineno"> 217</span> </div><div class="line"><a name="l00218"></a><span class="lineno"> 218</span> <span class="keyword">template</span><></div><div class="line"><a name="l00219"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialize__tuple_3_010_01_4.html"> 219</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1serialize__tuple.html">serialize_tuple</a><0> {</div><div class="line"><a name="l00220"></a><span class="lineno"> 220</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00221"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1serialize__tuple_3_010_01_4.html#ae3f19e6be5f42a8057cdbc1846d76333"> 221</a></span> <span class="keyword">static</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="structmxnet_1_1common_1_1serialize__tuple_3_010_01_4.html#ae3f19e6be5f42a8057cdbc1846d76333">Compute</a>(<span class="keyword">const</span> std::tuple<Args...> &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(std::get<0>(obj), buffer);</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span> }</div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span> };</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span> </div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00227"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a167f00e48453a4ee3b8b3b85fac8f14e"> 227</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> std::tuple<Args...> &obj, <span class="keywordtype">char</span> **buffer) {</div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span> <a class="code" href="structmxnet_1_1common_1_1serialize__tuple.html">serialize_tuple</a><<span class="keyword">sizeof</span>... (Args)-1>::Compute(obj, buffer);</div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span> }</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> </div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span> <span class="comment">// Deserializer</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span> </div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00234"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a198eca182ea7e5d1527c1e147c9ca18f"> 234</a></span> <span class="keyword">inline</span> <span class="keywordtype">size_t</span> <a class="code" href="namespacemxnet_1_1common.html#a198eca182ea7e5d1527c1e147c9ca18f">DeserializedContainerSize</a>(T *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span> uint32_t size = obj->size();</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span> std::memcpy(&size, &buffer[*curr_pos], 4);</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span> *curr_pos += 4;</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span> <span class="keywordflow">return</span> (<span class="keywordtype">size_t</span>) size;</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span> }</div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span> </div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00242"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6"> 242</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(T *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span> std::memcpy(obj, &buffer[*curr_pos], <span class="keyword">sizeof</span>(T));</div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span> *curr_pos += <span class="keyword">sizeof</span>(T);</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> }</div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span> </div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00248"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#ae10e17f56c16a82f3a0efca0c91a8523"> 248</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(nnvm::Tuple <T> *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span> uint32_t size = obj->ndim();</div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span> std::memcpy(&size, &buffer[*curr_pos], 4);</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> *curr_pos += 4;</div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span> obj->SetDim(size);</div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i < size; ++i) {</div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>((*obj)[i], buffer, curr_pos);</div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span> }</div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span> }</div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span> </div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span> <span class="keyword">template</span><<span class="keyword">typename</span> K, <span class="keyword">typename</span> V></div><div class="line"><a name="l00259"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#aaf4208d5b2e5b2047aeda41734301e72"> 259</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(std::map <K, V> *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span> <span class="keyword">auto</span> size = <a class="code" href="namespacemxnet_1_1common.html#a198eca182ea7e5d1527c1e147c9ca18f">DeserializedContainerSize</a>(obj, buffer, curr_pos);</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span> K first;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> <span class="keywordflow">for</span> (<span class="keywordtype">size_t</span> i = 0; i < size; ++i) {</div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(&first, buffer, curr_pos);</div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(&(*obj)[first], buffer, curr_pos);</div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span> }</div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span> }</div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span> </div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> <span class="keyword">template</span><></div><div class="line"><a name="l00269"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#ad9c40fa1600531c54a2fbe7208f3b08e"> 269</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(std::string *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span> <span class="keyword">auto</span> size = <a class="code" href="namespacemxnet_1_1common.html#a198eca182ea7e5d1527c1e147c9ca18f">DeserializedContainerSize</a>(obj, buffer, curr_pos);</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span> obj->resize(size);</div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span> std::memcpy(&(obj->front()), &buffer[*curr_pos], size);</div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span> *curr_pos += size;</div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span> }</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> </div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span> <span class="keyword">template</span><<span class="keywordtype">int</span> I></div><div class="line"><a name="l00277"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1deserialize__tuple.html"> 277</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1deserialize__tuple.html">deserialize_tuple</a> {</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00279"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1deserialize__tuple.html#a73f90b371321f65819fb0326513eca35"> 279</a></span> <span class="keyword">static</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="structmxnet_1_1common_1_1deserialize__tuple.html#a73f90b371321f65819fb0326513eca35">Compute</a>(std::tuple<Args...> *obj,</div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span> <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span> <a class="code" href="structmxnet_1_1common_1_1deserialize__tuple.html#a73f90b371321f65819fb0326513eca35">deserialize_tuple<I-1>::Compute</a>(obj, buffer, curr_pos);</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(&std::get<I>(*obj), buffer, curr_pos);</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span> }</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span> };</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span> </div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span> <span class="keyword">template</span><></div><div class="line"><a name="l00287"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1deserialize__tuple_3_010_01_4.html"> 287</a></span> <span class="keyword">struct </span><a class="code" href="structmxnet_1_1common_1_1deserialize__tuple.html">deserialize_tuple</a><0> {</div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00289"></a><span class="lineno"><a class="line" href="structmxnet_1_1common_1_1deserialize__tuple_3_010_01_4.html#a41640a2e6e57b9bd9d8609dd9b154c59"> 289</a></span> <span class="keyword">static</span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="structmxnet_1_1common_1_1deserialize__tuple_3_010_01_4.html#a41640a2e6e57b9bd9d8609dd9b154c59">Compute</a>(std::tuple<Args...> *obj,</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span> <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(&std::get<0>(*obj), buffer, curr_pos);</div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span> }</div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span> };</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span> </div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span> <span class="keyword">template</span><<span class="keyword">typename</span>... Args></div><div class="line"><a name="l00296"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#a3a446f0313c786aee9d634dc8d9b63fd"> 296</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(std::tuple<Args...> *obj, <span class="keyword">const</span> std::string &buffer, <span class="keywordtype">size_t</span> *curr_pos) {</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> <a class="code" href="structmxnet_1_1common_1_1deserialize__tuple.html">deserialize_tuple</a><<span class="keyword">sizeof</span>... (Args)-1>::Compute(obj, buffer, curr_pos);</div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span> }</div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span> </div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span> </div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00302"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#ac22e93e3cc0bf94e97f73f74813d3acf"> 302</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(<span class="keyword">const</span> T& obj, std::string* serialized_data) {</div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span> serialized_data->resize(<a class="code" href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">SerializedSize</a>(obj));</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span> <span class="keywordtype">char</span>* curr_pos = &(serialized_data->front());</div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span> <a class="code" href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">Serialize</a>(obj, &curr_pos);</div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span> CHECK_EQ((int64_t)curr_pos - (int64_t)&(serialized_data->front()),</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span> serialized_data->size());</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> }</div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span> </div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span> <span class="keyword">template</span><<span class="keyword">typename</span> T></div><div class="line"><a name="l00311"></a><span class="lineno"><a class="line" href="namespacemxnet_1_1common.html#ab5312655a05302f798c42006776529f7"> 311</a></span> <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(T* obj, <span class="keyword">const</span> std::string& serialized_data) {</div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span> <span class="keywordtype">size_t</span> curr_pos = 0;</div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span> <a class="code" href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">Deserialize</a>(obj, serialized_data, &curr_pos);</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> CHECK_EQ(curr_pos, serialized_data.size());</div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span> }</div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span> </div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span> } <span class="comment">// namespace common</span></div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span> } <span class="comment">// namespace mxnet</span></div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span> <span class="preprocessor">#endif // MXNET_COMMON_SERIALIZATION_H_</span></div><div class="ttc" id="namespacemxnet_html"><div class="ttname"><a href="namespacemxnet.html">mxnet</a></div><div class="ttdoc">namespace of mxnet </div><div class="ttdef"><b>Definition:</b> base.h:118</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1is__container_html"><div class="ttname"><a href="structmxnet_1_1common_1_1is__container.html">mxnet::common::is_container</a></div><div class="ttdef"><b>Definition:</b> serialization.h:96</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1serialize__tuple_html_ae1a8fb95b6008868888c3ebe53b8e303"><div class="ttname"><a href="structmxnet_1_1common_1_1serialize__tuple.html#ae1a8fb95b6008868888c3ebe53b8e303">mxnet::common::serialize_tuple::Compute</a></div><div class="ttdeci">static void Compute(const std::tuple< Args... > &obj, char **buffer)</div><div class="ttdef"><b>Definition:</b> serialization.h:212</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1serialized__size__tuple_html_ab3d870d718b0334aca574ea6221f4061"><div class="ttname"><a href="structmxnet_1_1common_1_1serialized__size__tuple.html#ab3d870d718b0334aca574ea6221f4061">mxnet::common::serialized_size_tuple::Compute</a></div><div class="ttdeci">static size_t Compute(const std::tuple< Args... > &obj)</div><div class="ttdef"><b>Definition:</b> serialization.h:149</div></div> |
| <div class="ttc" id="namespacemxnet_1_1common_html_a57c9708aa2b79d02bcc7d8714ef478b5"><div class="ttname"><a href="namespacemxnet_1_1common.html#a57c9708aa2b79d02bcc7d8714ef478b5">mxnet::common::SerializedContainerSize</a></div><div class="ttdeci">size_t SerializedContainerSize(const T &obj, char **buffer)</div><div class="ttdef"><b>Definition:</b> serialization.h:170</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1deserialize__tuple_html"><div class="ttname"><a href="structmxnet_1_1common_1_1deserialize__tuple.html">mxnet::common::deserialize_tuple</a></div><div class="ttdef"><b>Definition:</b> serialization.h:277</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1deserialize__tuple_3_010_01_4_html_a41640a2e6e57b9bd9d8609dd9b154c59"><div class="ttname"><a href="structmxnet_1_1common_1_1deserialize__tuple_3_010_01_4.html#a41640a2e6e57b9bd9d8609dd9b154c59">mxnet::common::deserialize_tuple< 0 >::Compute</a></div><div class="ttdeci">static void Compute(std::tuple< Args... > *obj, const std::string &buffer, size_t *curr_pos)</div><div class="ttdef"><b>Definition:</b> serialization.h:289</div></div> |
| <div class="ttc" id="namespacemxnet_1_1common_html_a198eca182ea7e5d1527c1e147c9ca18f"><div class="ttname"><a href="namespacemxnet_1_1common.html#a198eca182ea7e5d1527c1e147c9ca18f">mxnet::common::DeserializedContainerSize</a></div><div class="ttdeci">size_t DeserializedContainerSize(T *obj, const std::string &buffer, size_t *curr_pos)</div><div class="ttdef"><b>Definition:</b> serialization.h:234</div></div> |
| <div class="ttc" id="namespacemxnet_1_1common_html_a13ff50822aa831f60b4b140d8ffcf6f6"><div class="ttname"><a href="namespacemxnet_1_1common.html#a13ff50822aa831f60b4b140d8ffcf6f6">mxnet::common::Deserialize</a></div><div class="ttdeci">void Deserialize(T *obj, const std::string &buffer, size_t *curr_pos)</div><div class="ttdef"><b>Definition:</b> serialization.h:242</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1is__container_html_ac24297b7ca0e5a1fcb706402b91994c2"><div class="ttname"><a href="structmxnet_1_1common_1_1is__container.html#ac24297b7ca0e5a1fcb706402b91994c2">mxnet::common::is_container::value</a></div><div class="ttdeci">static const bool value</div><div class="ttdef"><b>Definition:</b> serialization.h:97</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1deserialize__tuple_html_a73f90b371321f65819fb0326513eca35"><div class="ttname"><a href="structmxnet_1_1common_1_1deserialize__tuple.html#a73f90b371321f65819fb0326513eca35">mxnet::common::deserialize_tuple::Compute</a></div><div class="ttdeci">static void Compute(std::tuple< Args... > *obj, const std::string &buffer, size_t *curr_pos)</div><div class="ttdef"><b>Definition:</b> serialization.h:279</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1serialize__tuple_html"><div class="ttname"><a href="structmxnet_1_1common_1_1serialize__tuple.html">mxnet::common::serialize_tuple</a></div><div class="ttdef"><b>Definition:</b> serialization.h:210</div></div> |
| <div class="ttc" id="graph__attr__types_8h_html"><div class="ttname"><a href="graph__attr__types_8h.html">graph_attr_types.h</a></div><div class="ttdoc">Data structures that can appear in graph attributes. </div></div> |
| <div class="ttc" id="namespacemxnet_1_1common_html_a2913e170e3d9e9223d7f55d27a0fd45d"><div class="ttname"><a href="namespacemxnet_1_1common.html#a2913e170e3d9e9223d7f55d27a0fd45d">mxnet::common::Serialize</a></div><div class="ttdeci">void Serialize(const T &obj, char **buffer)</div><div class="ttdef"><b>Definition:</b> serialization.h:178</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1serialized__size__tuple_html"><div class="ttname"><a href="structmxnet_1_1common_1_1serialized__size__tuple.html">mxnet::common::serialized_size_tuple</a></div><div class="ttdef"><b>Definition:</b> serialization.h:147</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1serialize__tuple_3_010_01_4_html_ae3f19e6be5f42a8057cdbc1846d76333"><div class="ttname"><a href="structmxnet_1_1common_1_1serialize__tuple_3_010_01_4.html#ae3f19e6be5f42a8057cdbc1846d76333">mxnet::common::serialize_tuple< 0 >::Compute</a></div><div class="ttdeci">static void Compute(const std::tuple< Args... > &obj, char **buffer)</div><div class="ttdef"><b>Definition:</b> serialization.h:221</div></div> |
| <div class="ttc" id="namespacemxnet_1_1common_html_aa3113cfff316370ff191d5a4dab9cd71"><div class="ttname"><a href="namespacemxnet_1_1common.html#aa3113cfff316370ff191d5a4dab9cd71">mxnet::common::SerializedSize</a></div><div class="ttdeci">size_t SerializedSize(const T &obj)</div><div class="ttdef"><b>Definition:</b> serialization.h:101</div></div> |
| <div class="ttc" id="structmxnet_1_1common_1_1serialized__size__tuple_3_010_01_4_html_aab5bbf6463024f82f90ff256a2fa4eb4"><div class="ttname"><a href="structmxnet_1_1common_1_1serialized__size__tuple_3_010_01_4.html#aab5bbf6463024f82f90ff256a2fa4eb4">mxnet::common::serialized_size_tuple< 0 >::Compute</a></div><div class="ttdeci">static size_t Compute(const std::tuple< Args... > &obj)</div><div class="ttdef"><b>Definition:</b> serialization.h:157</div></div> |
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