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| <p>namespace of mxnet |
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| <tr class="memdesc:namespacemxnet_1_1engine"><td class="mdescLeft"> </td><td class="mdescRight">namespace of engine internal types. <br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Context.html">Context</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="structmxnet_1_1Context.html" title="Context information about the execution environment. ">Context</a> information about the execution environment. <a href="structmxnet_1_1Context.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1DataBatch.html">DataBatch</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="structmxnet_1_1DataBatch.html" title="DataBatch of NDArray, returned by Iterator. ">DataBatch</a> of <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>, returned by Iterator. <a href="structmxnet_1_1DataBatch.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1DataInst.html">DataInst</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">a single data instance <a href="structmxnet_1_1DataInst.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1DataIteratorReg.html">DataIteratorReg</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Registry entry for DataIterator factory functions. <a href="structmxnet_1_1DataIteratorReg.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1Engine.html">Engine</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Dependency engine that schedules operations. <a href="classmxnet_1_1Engine.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1Executor.html">Executor</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1Executor.html" title="Executor of a computation graph. Executor can be created by Binding a symbol. ">Executor</a> of a computation graph. <a class="el" href="classmxnet_1_1Executor.html" title="Executor of a computation graph. Executor can be created by Binding a symbol. ">Executor</a> can be created by Binding a symbol. <a href="classmxnet_1_1Executor.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1IIterator.html">IIterator</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">iterator type <a href="classmxnet_1_1IIterator.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1Imperative.html">Imperative</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">runtime functions for <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> <a href="classmxnet_1_1Imperative.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1KVStore.html">KVStore</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">distributed key-value store <a href="classmxnet_1_1KVStore.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">ndarray interface <a href="classmxnet_1_1NDArray.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1NDArrayFunctionReg.html">NDArrayFunctionReg</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Registry entry for NDArrayFunction. <a href="structmxnet_1_1NDArrayFunctionReg.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1OpContext.html">OpContext</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">All the possible information needed by <a class="el" href="classmxnet_1_1Operator.html#a3dbe23d985df86da51eeb868439872dd" title="perform a forward operation of Operator, save the output to TBlob. ">Operator.Forward</a> and Backward This is the superset of <a class="el" href="structmxnet_1_1RunContext.html" title="execution time context. The information needed in runtime for actual execution. ">RunContext</a>. We use this data structure to bookkeep everything needed by Forward and Backward. <a href="structmxnet_1_1OpContext.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1Operator.html">Operator</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet...">Operator</a> interface. <a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet...">Operator</a> defines basic operation unit of optimized computation graph in mxnet. This interface relies on pre-allocated memory in <a class="el" href="classmxnet_1_1TBlob.html" title="tensor blob class that can be used to hold tensor of any dimension, any device and any data type...">TBlob</a>, the caller need to set the memory region in <a class="el" href="classmxnet_1_1TBlob.html" title="tensor blob class that can be used to hold tensor of any dimension, any device and any data type...">TBlob</a> correctly before calling Forward and Backward. <a href="classmxnet_1_1Operator.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1OperatorProperty.html">OperatorProperty</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1OperatorProperty.html" title="OperatorProperty is a object that stores all information about Operator. It also contains method to g...">OperatorProperty</a> is a object that stores all information about <a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet...">Operator</a>. It also contains method to generate context(device) specific operators. <a href="classmxnet_1_1OperatorProperty.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1OperatorPropertyReg.html">OperatorPropertyReg</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Registry entry for <a class="el" href="classmxnet_1_1OperatorProperty.html" title="OperatorProperty is a object that stores all information about Operator. It also contains method to g...">OperatorProperty</a> factory functions. <a href="structmxnet_1_1OperatorPropertyReg.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet...">Operator</a> state. This is a pointer type, its content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is const. <a href="classmxnet_1_1OpStatePtr.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1Resource.html">Resource</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Resources used by mxnet operations. A resource is something special other than <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>, but will still participate. <a href="structmxnet_1_1Resource.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1ResourceManager.html">ResourceManager</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Global resource manager. <a href="classmxnet_1_1ResourceManager.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">The resources that can be requested by <a class="el" href="classmxnet_1_1Operator.html" title="Operator interface. Operator defines basic operation unit of optimized computation graph in mxnet...">Operator</a>. <a href="structmxnet_1_1ResourceRequest.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">struct </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1RunContext.html">RunContext</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">execution time context. The information needed in runtime for actual execution. <a href="structmxnet_1_1RunContext.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1Storage.html">Storage</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight"><a class="el" href="classmxnet_1_1Storage.html" title="Storage manager across multiple devices. ">Storage</a> manager across multiple devices. <a href="classmxnet_1_1Storage.html#details">More...</a><br/></td></tr> |
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| <tr class="memitem:"><td align="right" class="memItemLeft" valign="top">class </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1TBlob.html">TBlob</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">tensor blob class that can be used to hold tensor of any dimension, any device and any data type, This is a weak type that can be used to transfer data through interface <a class="el" href="classmxnet_1_1TBlob.html" title="tensor blob class that can be used to hold tensor of any dimension, any device and any data type...">TBlob</a> itself do not involve any arithmentic operations, but it can be converted to tensor of fixed dimension for further operations <a href="classmxnet_1_1TBlob.html#details">More...</a><br/></td></tr> |
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| Typedefs</h2></td></tr> |
| <tr class="memitem:a850af9d76d9d4beaeb5234c1434973e3"><td align="right" class="memItemLeft" valign="top">typedef mshadow::cpu </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a850af9d76d9d4beaeb5234c1434973e3">cpu</a></td></tr> |
| <tr class="memdesc:a850af9d76d9d4beaeb5234c1434973e3"><td class="mdescLeft"> </td><td class="mdescRight">mxnet cpu <a href="#a850af9d76d9d4beaeb5234c1434973e3">More...</a><br/></td></tr> |
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| <tr class="memitem:a31ef33571a4f6ba8847eeee1f4907141"><td align="right" class="memItemLeft" valign="top">typedef mshadow::gpu </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a31ef33571a4f6ba8847eeee1f4907141">gpu</a></td></tr> |
| <tr class="memdesc:a31ef33571a4f6ba8847eeee1f4907141"><td class="mdescLeft"> </td><td class="mdescRight">mxnet gpu <a href="#a31ef33571a4f6ba8847eeee1f4907141">More...</a><br/></td></tr> |
| <tr class="separator:a31ef33571a4f6ba8847eeee1f4907141"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:abadedc1b42ee3e5b8852e63783b982ef"><td align="right" class="memItemLeft" valign="top">typedef mshadow::index_t </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#abadedc1b42ee3e5b8852e63783b982ef">index_t</a></td></tr> |
| <tr class="memdesc:abadedc1b42ee3e5b8852e63783b982ef"><td class="mdescLeft"> </td><td class="mdescRight">index type usually use unsigned <a href="#abadedc1b42ee3e5b8852e63783b982ef">More...</a><br/></td></tr> |
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| <tr class="memitem:a4421326e33f2a848cb2fa3e70ab24ff4"><td align="right" class="memItemLeft" valign="top">typedef mshadow::default_real_t </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a></td></tr> |
| <tr class="memdesc:a4421326e33f2a848cb2fa3e70ab24ff4"><td class="mdescLeft"> </td><td class="mdescRight">data type that will be used to store ndarray <a href="#a4421326e33f2a848cb2fa3e70ab24ff4">More...</a><br/></td></tr> |
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| <tr class="memitem:a6e14bb5f6ffc81892feca8d1da658687"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> = nnvm::TShape</td></tr> |
| <tr class="memdesc:a6e14bb5f6ffc81892feca8d1da658687"><td class="mdescLeft"> </td><td class="mdescRight">Shape data structure used to record shape information. <a href="#a6e14bb5f6ffc81892feca8d1da658687">More...</a><br/></td></tr> |
| <tr class="separator:a6e14bb5f6ffc81892feca8d1da658687"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ac2fb286fd7ddfbc7af1456f6c7a7ee52"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ac2fb286fd7ddfbc7af1456f6c7a7ee52">Op</a> = nnvm::Op</td></tr> |
| <tr class="memdesc:ac2fb286fd7ddfbc7af1456f6c7a7ee52"><td class="mdescLeft"> </td><td class="mdescRight">operator structure from NNVM <a href="#ac2fb286fd7ddfbc7af1456f6c7a7ee52">More...</a><br/></td></tr> |
| <tr class="separator:ac2fb286fd7ddfbc7af1456f6c7a7ee52"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6606bef15f41cccade14c9400e8447cf"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a6606bef15f41cccade14c9400e8447cf">StorageTypeVector</a> = std::vector< int ></td></tr> |
| <tr class="memdesc:a6606bef15f41cccade14c9400e8447cf"><td class="mdescLeft"> </td><td class="mdescRight">The result holder of storage type of each NodeEntry in the graph. <a href="#a6606bef15f41cccade14c9400e8447cf">More...</a><br/></td></tr> |
| <tr class="separator:a6606bef15f41cccade14c9400e8447cf"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a1183dd8b779392f7ddafe1b010a6a2fe"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a1183dd8b779392f7ddafe1b010a6a2fe">DispatchModeVector</a> = std::vector< <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a> ></td></tr> |
| <tr class="memdesc:a1183dd8b779392f7ddafe1b010a6a2fe"><td class="mdescLeft"> </td><td class="mdescRight">The result holder of dispatch mode of each Node in the graph. <a href="#a1183dd8b779392f7ddafe1b010a6a2fe">More...</a><br/></td></tr> |
| <tr class="separator:a1183dd8b779392f7ddafe1b010a6a2fe"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6dca73c81706d54b0ddb0ef967d1e132"><td align="right" class="memItemLeft" valign="top">typedef std::function< <a class="el" href="classmxnet_1_1IIterator.html">IIterator</a>< <a class="el" href="structmxnet_1_1DataBatch.html">DataBatch</a> > *()> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a6dca73c81706d54b0ddb0ef967d1e132">DataIteratorFactory</a></td></tr> |
| <tr class="memdesc:a6dca73c81706d54b0ddb0ef967d1e132"><td class="mdescLeft"> </td><td class="mdescRight">typedef the factory function of data iterator <a href="#a6dca73c81706d54b0ddb0ef967d1e132">More...</a><br/></td></tr> |
| <tr class="separator:a6dca73c81706d54b0ddb0ef967d1e132"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab0d55b0edf98cf8f3caeb050662ae9ec"><td align="right" class="memItemLeft" valign="top">typedef std::function< void(<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> **used_vars, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> *scalars, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> **mutate_vars, int num_params, char **param_keys, char **param_vals)> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ab0d55b0edf98cf8f3caeb050662ae9ec">NDArrayAPIFunction</a></td></tr> |
| <tr class="memdesc:ab0d55b0edf98cf8f3caeb050662ae9ec"><td class="mdescLeft"> </td><td class="mdescRight">definition of <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> function <a href="#ab0d55b0edf98cf8f3caeb050662ae9ec">More...</a><br/></td></tr> |
| <tr class="separator:ab0d55b0edf98cf8f3caeb050662ae9ec"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:acb83431b596f805fabcc4ba400c62e85"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#acb83431b596f805fabcc4ba400c62e85">FCreateOpState</a> = std::function< <a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a>(const NodeAttrs &attrs, <a class="el" href="structmxnet_1_1Context.html">Context</a> ctx, const std::vector< <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> > &in_shape, const std::vector< int > &in_type)></td></tr> |
| <tr class="memdesc:acb83431b596f805fabcc4ba400c62e85"><td class="mdescLeft"> </td><td class="mdescRight">Create a Layer style, forward/backward operator. This is easy to write code that contains state. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. <a href="#acb83431b596f805fabcc4ba400c62e85">More...</a><br/></td></tr> |
| <tr class="separator:acb83431b596f805fabcc4ba400c62e85"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a666f1055e5401ecec0278e8ba5790732"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a666f1055e5401ecec0278e8ba5790732">FExecType</a> = std::function< <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">ExecType</a>(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a666f1055e5401ecec0278e8ba5790732"><td class="mdescLeft"> </td><td class="mdescRight">Execution mode of this operator. <a href="#a666f1055e5401ecec0278e8ba5790732">More...</a><br/></td></tr> |
| <tr class="separator:a666f1055e5401ecec0278e8ba5790732"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a9097a269dd76d833c014149ff3eaab9b"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a9097a269dd76d833c014149ff3eaab9b">FStatefulCompute</a> = std::function< void(const <a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a> &state, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a> &ctx, const std::vector< <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> > &inputs, const std::vector< <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> > &req, const std::vector< <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> > &outputs)></td></tr> |
| <tr class="memdesc:a9097a269dd76d833c014149ff3eaab9b"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a compute function for stateful operator. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. <a href="#a9097a269dd76d833c014149ff3eaab9b">More...</a><br/></td></tr> |
| <tr class="separator:a9097a269dd76d833c014149ff3eaab9b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab12f1853179b1456152a563edff844a9"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ab12f1853179b1456152a563edff844a9">FStatefulComputeEx</a> = std::function< void(const <a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a> &state, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a> &ctx, const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > &inputs, const std::vector< <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> > &req, const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > &outputs)></td></tr> |
| <tr class="memdesc:ab12f1853179b1456152a563edff844a9"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a compute function for stateful operator using <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> interface. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. <a href="#ab12f1853179b1456152a563edff844a9">More...</a><br/></td></tr> |
| <tr class="separator:ab12f1853179b1456152a563edff844a9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:afaa687cbca9e992614be285711c1d72d"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#afaa687cbca9e992614be285711c1d72d">FResourceRequest</a> = std::function< std::vector< <a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> >(const NodeAttrs &n)></td></tr> |
| <tr class="memdesc:afaa687cbca9e992614be285711c1d72d"><td class="mdescLeft"> </td><td class="mdescRight">The resource request from the operator. An operator could register ResourceRequestEx, or <a class="el" href="structmxnet_1_1ResourceRequest.html" title="The resources that can be requested by Operator. ">ResourceRequest</a>, or neither. <a href="#afaa687cbca9e992614be285711c1d72d">More...</a><br/></td></tr> |
| <tr class="separator:afaa687cbca9e992614be285711c1d72d"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a45b0a850c44c45609adc320b04c7ac7f"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a45b0a850c44c45609adc320b04c7ac7f">FResourceRequestEx</a> = std::function< std::vector< <a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a> >(const NodeAttrs &n, const int dev_mask, const <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a> dispatch_mode)></td></tr> |
| <tr class="memdesc:a45b0a850c44c45609adc320b04c7ac7f"><td class="mdescLeft"> </td><td class="mdescRight">The resource request from the operator. An operator could register ResourceRequestEx, or <a class="el" href="structmxnet_1_1ResourceRequest.html" title="The resources that can be requested by Operator. ">ResourceRequest</a>, or neither. <a href="#a45b0a850c44c45609adc320b04c7ac7f">More...</a><br/></td></tr> |
| <tr class="separator:a45b0a850c44c45609adc320b04c7ac7f"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0906e49a921265634672f555451075ed"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a0906e49a921265634672f555451075ed">FNDArrayFunction</a> = std::function< void(const nnvm::NodeAttrs &attrs, const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > &inputs, std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > *outputs)></td></tr> |
| <tr class="memdesc:a0906e49a921265634672f555451075ed"><td class="mdescLeft"> </td><td class="mdescRight">Register an operator called as a <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> function. <a href="#a0906e49a921265634672f555451075ed">More...</a><br/></td></tr> |
| <tr class="separator:a0906e49a921265634672f555451075ed"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad77e2048b7e8db91a12e05b477aac13e"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ad77e2048b7e8db91a12e05b477aac13e">FCompute</a> = std::function< void(const nnvm::NodeAttrs &attrs, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a> &ctx, const std::vector< <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> > &inputs, const std::vector< <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> > &req, const std::vector< <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> > &outputs)></td></tr> |
| <tr class="memdesc:ad77e2048b7e8db91a12e05b477aac13e"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a compute function for simple stateless forward only operator. <a href="#ad77e2048b7e8db91a12e05b477aac13e">More...</a><br/></td></tr> |
| <tr class="separator:ad77e2048b7e8db91a12e05b477aac13e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a294d2660c065f8d229c27e65f0461e10"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a294d2660c065f8d229c27e65f0461e10">FComputeEx</a> = std::function< void(const nnvm::NodeAttrs &attrs, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a> &ctx, const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > &inputs, const std::vector< <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> > &req, const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > &outputs)></td></tr> |
| <tr class="memdesc:a294d2660c065f8d229c27e65f0461e10"><td class="mdescLeft"> </td><td class="mdescRight">Resiger an <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> compute function for simple stateless forward only operator. <a href="#a294d2660c065f8d229c27e65f0461e10">More...</a><br/></td></tr> |
| <tr class="separator:a294d2660c065f8d229c27e65f0461e10"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0a1395f21139ba975a6268539df6a15d"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a0a1395f21139ba975a6268539df6a15d">FInferStorageType</a> = std::function< bool(const NodeAttrs &attrs, const int dev_mask, <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a> *dispatch_mode, std::vector< int > *in_attrs, std::vector< int > *out_attrs)></td></tr> |
| <tr class="memdesc:a0a1395f21139ba975a6268539df6a15d"><td class="mdescLeft"> </td><td class="mdescRight">Resiger a storage and dispatch mode inference function based on storage types of the inputs and outputs, and the dev_mask for the operator. <a href="#a0a1395f21139ba975a6268539df6a15d">More...</a><br/></td></tr> |
| <tr class="separator:a0a1395f21139ba975a6268539df6a15d"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ac4a55ce92442f122a1a0e6ae8d134f10"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ac4a55ce92442f122a1a0e6ae8d134f10">FQuantizedOp</a> = std::function< nnvm::NodePtr(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:ac4a55ce92442f122a1a0e6ae8d134f10"><td class="mdescLeft"> </td><td class="mdescRight">Register a quantized node creation function based on the attrs of the node. <a href="#ac4a55ce92442f122a1a0e6ae8d134f10">More...</a><br/></td></tr> |
| <tr class="separator:ac4a55ce92442f122a1a0e6ae8d134f10"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a7f7c271f6d03ee358eb9e66486e41045"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a7f7c271f6d03ee358eb9e66486e41045">FNeedRequantize</a> = std::function< bool(const NodeAttrs &attrs)></td></tr> |
| <tr class="memdesc:a7f7c271f6d03ee358eb9e66486e41045"><td class="mdescLeft"> </td><td class="mdescRight">Register a function to determine if the output of a quantized operator needs to be requantized. This is usually used for the operators taking int8 data types while accumulating in int32, e.g. quantized_conv. <a href="#a7f7c271f6d03ee358eb9e66486e41045">More...</a><br/></td></tr> |
| <tr class="separator:a7f7c271f6d03ee358eb9e66486e41045"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa80f4ba59193c91fe9d168fbe4b0ea50"><td align="right" class="memItemLeft" valign="top">using </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#aa80f4ba59193c91fe9d168fbe4b0ea50">FAvoidQuantizeInput</a> = std::function< bool(const NodeAttrs &attrs, size_t index)></td></tr> |
| <tr class="memdesc:aa80f4ba59193c91fe9d168fbe4b0ea50"><td class="mdescLeft"> </td><td class="mdescRight">Register a function to determine if the input of a quantized operator needs to be quantized. This is usually used for the quantized operators which can handle fp32 inputs directly. <a href="#aa80f4ba59193c91fe9d168fbe4b0ea50">More...</a><br/></td></tr> |
| <tr class="separator:aa80f4ba59193c91fe9d168fbe4b0ea50"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6f5428fbf261a94eaac079ec24413815"><td align="right" class="memItemLeft" valign="top">typedef std::function< <a class="el" href="classmxnet_1_1OperatorProperty.html">OperatorProperty</a> *()> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a6f5428fbf261a94eaac079ec24413815">OperatorPropertyFactory</a></td></tr> |
| <tr class="memdesc:a6f5428fbf261a94eaac079ec24413815"><td class="mdescLeft"> </td><td class="mdescRight">typedef the factory function of operator property <a href="#a6f5428fbf261a94eaac079ec24413815">More...</a><br/></td></tr> |
| <tr class="separator:a6f5428fbf261a94eaac079ec24413815"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="enum-members"></a> |
| Enumerations</h2></td></tr> |
| <tr class="memitem:a998b74220fab2b012cf8a179650e1b3b"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3b">FnProperty</a> { <br/> |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3ba07fa7a19aa722c635a15e94cb7f50416">FnProperty::kNormal</a>, |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3ba739f2f416f05f4728c217f09e93958d1">FnProperty::kCopyFromGPU</a>, |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3ba6cd75f41e0ec8d61b0a2f0e20ef6d1e8">FnProperty::kCopyToGPU</a>, |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3bac41ceb98eeb9b2e208e3e242a7357142">FnProperty::kCPUPrioritized</a>, |
| <br/> |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3ba9f2b960005d2a3a5f35ac32809d84db7">FnProperty::kAsync</a>, |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3bac41fda8552e9d327ad3b06b1bafa663a">FnProperty::kDeleteVar</a>, |
| <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3ba4879e1f172ddec6223d17ea90e691ddd">FnProperty::kGPUPrioritized</a> |
| <br/> |
| }<tr class="memdesc:a998b74220fab2b012cf8a179650e1b3b"><td class="mdescLeft"> </td><td class="mdescRight">Function property, used to hint what action is pushed to engine. <a href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3b">More...</a><br/></td></tr> |
| </td></tr> |
| <tr class="separator:a998b74220fab2b012cf8a179650e1b3b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a691b662ef3ae22904fc7d7d63db4c14e"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14e">KVStoreServerProfilerCommand</a> { <a class="el" href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14eac01ffbc8ad7ddf59499b096d62edcdff">KVStoreServerProfilerCommand::kSetConfig</a>, |
| <a class="el" href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14eaafd8bac1c90d2b1e9ad1ea7d74c46618">KVStoreServerProfilerCommand::kState</a>, |
| <a class="el" href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14ea583e1d2af95bc205bafe3341b26ea286">KVStoreServerProfilerCommand::kPause</a>, |
| <a class="el" href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14ea0193ec3ba4814ec4c6c0714a97f1bcac">KVStoreServerProfilerCommand::kDump</a> |
| }<tr class="memdesc:a691b662ef3ae22904fc7d7d63db4c14e"><td class="mdescLeft"> </td><td class="mdescRight">enum to denote types of commands kvstore sends to server regarding profiler kSetConfig sets profiler configs. Similar to mx.profiler.set_config() kState allows changing state of profiler to stop or run kPause allows pausing and resuming of profiler kDump asks profiler to dump output <a href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14e">More...</a><br/></td></tr> |
| </td></tr> |
| <tr class="separator:a691b662ef3ae22904fc7d7d63db4c14e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a536b732faa980e1de446c552460ff76a"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76a">NDArrayStorageType</a> { <a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76aadf6c6faf0de1e55119c679180c99e584">kUndefinedStorage</a> = -1, |
| <a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76aabf6395d98a9668e8066a0c0da5570608">kDefaultStorage</a>, |
| <a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76aac095f52c31076adc7207f4a4f17d7aa3">kRowSparseStorage</a>, |
| <a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76aa777c7ad3afa566f2e841f12c81aab254">kCSRStorage</a> |
| }</td></tr> |
| <tr class="separator:a536b732faa980e1de446c552460ff76a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ace60510752753f459193f95cab0e9e1a"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1a">NDArrayFormatErr</a> { <br/> |
| <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1aa322b8b178929b43f1b4b16c8cb9003ef">kNormalErr</a>, |
| <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1aaf64429479d4a48998e6cd122a3117628">kCSRShapeErr</a>, |
| <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1aa11ce5dbb8ad355e9ee5a678f2f51a5bb">kCSRIndPtrErr</a>, |
| <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1aaf3ee084ba1d9a6203922ff7c9ddb12e3">kCSRIdxErr</a>, |
| <br/> |
| <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1aa200492eeec6fa431683ef0d943bfbc2d">kRSPShapeErr</a>, |
| <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1aa7636cc230df4abe46f3210846faac799">kRSPIdxErr</a> |
| <br/> |
| }</td></tr> |
| <tr class="separator:ace60510752753f459193f95cab0e9e1a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a89a5f0f5cfd9e1e94604a7b42dda818a"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a89a5f0f5cfd9e1e94604a7b42dda818a">NDArrayFunctionTypeMask</a> { <a class="el" href="namespacemxnet.html#a89a5f0f5cfd9e1e94604a7b42dda818aabbc1ba0bb3f8647dcfd8bad69efdbb51">kNDArrayArgBeforeScalar</a> = 1, |
| <a class="el" href="namespacemxnet.html#a89a5f0f5cfd9e1e94604a7b42dda818aaef9818c8aae9d0046b3d9033a62fcfbb">kScalarArgBeforeNDArray</a> = 1 << 1, |
| <a class="el" href="namespacemxnet.html#a89a5f0f5cfd9e1e94604a7b42dda818aa334598420a4246d5412ddc346b2b57bd">kAcceptEmptyMutateTarget</a> = 1 << 2 |
| }<tr class="memdesc:a89a5f0f5cfd9e1e94604a7b42dda818a"><td class="mdescLeft"> </td><td class="mdescRight">mask information on how functions can be exposed <a href="namespacemxnet.html#a89a5f0f5cfd9e1e94604a7b42dda818a">More...</a><br/></td></tr> |
| </td></tr> |
| <tr class="separator:a89a5f0f5cfd9e1e94604a7b42dda818a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a7cd7094ef222e9ae1f520c3b6a214398"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> { <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a001b85096e07108e174fe4c406368a26">kNullOp</a>, |
| <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a03b4c19f34d3add7deecd7ef6c54b42a">kWriteTo</a>, |
| <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a640322face587ca12684378d0f053d51">kWriteInplace</a>, |
| <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398a1b850737dba4d2c42a2687d14c10f383">kAddTo</a> |
| }<tr class="memdesc:a7cd7094ef222e9ae1f520c3b6a214398"><td class="mdescLeft"> </td><td class="mdescRight">operation request type to Forward and Backward <a href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">More...</a><br/></td></tr> |
| </td></tr> |
| <tr class="separator:a7cd7094ef222e9ae1f520c3b6a214398"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad7801fb2dd68294d4c7a9e289bc071ad"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">ExecType</a> { <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071adae3bade32f12a5139b27ef40b3689b77c">ExecType::kSync</a>, |
| <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ada9f2b960005d2a3a5f35ac32809d84db7">ExecType::kAsync</a>, |
| <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ada3864860a073c64d74d3fc8e765fa6cad">ExecType::kCrossDeviceCopy</a>, |
| <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071adabfccd41d634d8095c956c29c9ee35257">ExecType::kSubgraphExec</a> |
| }<tr class="memdesc:ad7801fb2dd68294d4c7a9e289bc071ad"><td class="mdescLeft"> </td><td class="mdescRight">the execution type of the operator <a href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">More...</a><br/></td></tr> |
| </td></tr> |
| <tr class="separator:ad7801fb2dd68294d4c7a9e289bc071ad"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aad5fec2b4bceabbf4b884460cc2e0a2b"><td align="right" class="memItemLeft" valign="top">enum </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a> { <br/> |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba7934d40c7c17315d892e8d5d745b1c66">DispatchMode::kUndefined</a> = -1, |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba2157864769b54d1d0f8f9be63393e7d6">DispatchMode::kFCompute</a>, |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba57f93219462690bc438372ecd92fedd5">DispatchMode::kFComputeEx</a>, |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2ba18bf63b4c196f79c9bca4ad8637e8fef">DispatchMode::kFComputeFallback</a>, |
| <br/> |
| <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2bafb751f6ee1af15e773242f2accd2dbff">DispatchMode::kVariable</a> |
| <br/> |
| }<tr class="memdesc:aad5fec2b4bceabbf4b884460cc2e0a2b"><td class="mdescLeft"> </td><td class="mdescRight">the dispatch mode of the operator <a href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">More...</a><br/></td></tr> |
| </td></tr> |
| <tr class="separator:aad5fec2b4bceabbf4b884460cc2e0a2b"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a> |
| Functions</h2></td></tr> |
| <tr class="memitem:a96185db91240c6ff9409834aa2451aac"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a96185db91240c6ff9409834aa2451aac">on_enter_api</a> (const char *function)</td></tr> |
| <tr class="separator:a96185db91240c6ff9409834aa2451aac"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a015b61168caa28b3f4effe4f106ac8f7"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a015b61168caa28b3f4effe4f106ac8f7">on_exit_api</a> ()</td></tr> |
| <tr class="separator:a015b61168caa28b3f4effe4f106ac8f7"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae4143fe21881cbf0174bba638e8e0330"><td align="right" class="memItemLeft" valign="top">size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ae4143fe21881cbf0174bba638e8e0330">num_aux_data</a> (<a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76a">NDArrayStorageType</a> stype)</td></tr> |
| <tr class="separator:ae4143fe21881cbf0174bba638e8e0330"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae7b0809624683afc59b6d7f7784d8bfb"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ae7b0809624683afc59b6d7f7784d8bfb">CopyFromTo</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &from, const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *to, int priority=0)</td></tr> |
| <tr class="memdesc:ae7b0809624683afc59b6d7f7784d8bfb"><td class="mdescLeft"> </td><td class="mdescRight">issue an copy operation from one <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> to another the two ndarray can sit on different devices this operation will be scheduled by the engine <a href="#ae7b0809624683afc59b6d7f7784d8bfb">More...</a><br/></td></tr> |
| <tr class="separator:ae7b0809624683afc59b6d7f7784d8bfb"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a93d1595ce990d6bbfe75a1e8f45ac81b"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a93d1595ce990d6bbfe75a1e8f45ac81b">CopyFromTo</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &from, const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &to, int priority=0, bool is_opr=false)</td></tr> |
| <tr class="memdesc:a93d1595ce990d6bbfe75a1e8f45ac81b"><td class="mdescLeft"> </td><td class="mdescRight">issue an copy operation from one <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> to another the two ndarray can sit on different devices this operation will be scheduled by the engine <a href="#a93d1595ce990d6bbfe75a1e8f45ac81b">More...</a><br/></td></tr> |
| <tr class="separator:a93d1595ce990d6bbfe75a1e8f45ac81b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a15dfd6f3fa03dc2cf39dbab1225e1a51"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a15dfd6f3fa03dc2cf39dbab1225e1a51">ElementwiseSum</a> (const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > &source, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out, int priority=0)</td></tr> |
| <tr class="memdesc:a15dfd6f3fa03dc2cf39dbab1225e1a51"><td class="mdescLeft"> </td><td class="mdescRight">Perform elementwise sum over each data from source, store result into out. <a href="#a15dfd6f3fa03dc2cf39dbab1225e1a51">More...</a><br/></td></tr> |
| <tr class="separator:a15dfd6f3fa03dc2cf39dbab1225e1a51"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a4dafe3aae43025fd21bc44b98c18ed1e"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a4dafe3aae43025fd21bc44b98c18ed1e">operator+</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &rhs)</td></tr> |
| <tr class="memdesc:a4dafe3aae43025fd21bc44b98c18ed1e"><td class="mdescLeft"> </td><td class="mdescRight">elementwise add <a href="#a4dafe3aae43025fd21bc44b98c18ed1e">More...</a><br/></td></tr> |
| <tr class="separator:a4dafe3aae43025fd21bc44b98c18ed1e"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a30bfda0e3e1b347e3057097cafc628be"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a30bfda0e3e1b347e3057097cafc628be">operator+</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> &rhs)</td></tr> |
| <tr class="memdesc:a30bfda0e3e1b347e3057097cafc628be"><td class="mdescLeft"> </td><td class="mdescRight">elementwise add <a href="#a30bfda0e3e1b347e3057097cafc628be">More...</a><br/></td></tr> |
| <tr class="separator:a30bfda0e3e1b347e3057097cafc628be"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae3356844b657c9ae1b84d3ddd56bccf6"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ae3356844b657c9ae1b84d3ddd56bccf6">operator-</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &rhs)</td></tr> |
| <tr class="memdesc:ae3356844b657c9ae1b84d3ddd56bccf6"><td class="mdescLeft"> </td><td class="mdescRight">elementwise subtraction <a href="#ae3356844b657c9ae1b84d3ddd56bccf6">More...</a><br/></td></tr> |
| <tr class="separator:ae3356844b657c9ae1b84d3ddd56bccf6"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0c8542953df5093060985db5518a339b"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a0c8542953df5093060985db5518a339b">operator-</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> &rhs)</td></tr> |
| <tr class="memdesc:a0c8542953df5093060985db5518a339b"><td class="mdescLeft"> </td><td class="mdescRight">elementwise subtraction <a href="#a0c8542953df5093060985db5518a339b">More...</a><br/></td></tr> |
| <tr class="separator:a0c8542953df5093060985db5518a339b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af26b09fbcda865d34ec4fdad482d266a"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#af26b09fbcda865d34ec4fdad482d266a">operator*</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &rhs)</td></tr> |
| <tr class="memdesc:af26b09fbcda865d34ec4fdad482d266a"><td class="mdescLeft"> </td><td class="mdescRight">elementwise multiplication <a href="#af26b09fbcda865d34ec4fdad482d266a">More...</a><br/></td></tr> |
| <tr class="separator:af26b09fbcda865d34ec4fdad482d266a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a66510f6a344ee38bb89cb552e974b838"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a66510f6a344ee38bb89cb552e974b838">operator*</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> &rhs)</td></tr> |
| <tr class="memdesc:a66510f6a344ee38bb89cb552e974b838"><td class="mdescLeft"> </td><td class="mdescRight">elementwise multiplication <a href="#a66510f6a344ee38bb89cb552e974b838">More...</a><br/></td></tr> |
| <tr class="separator:a66510f6a344ee38bb89cb552e974b838"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a502e3e00dc61cedb9c6eef711f1176ac"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a502e3e00dc61cedb9c6eef711f1176ac">operator/</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &rhs)</td></tr> |
| <tr class="memdesc:a502e3e00dc61cedb9c6eef711f1176ac"><td class="mdescLeft"> </td><td class="mdescRight">elementwise division <a href="#a502e3e00dc61cedb9c6eef711f1176ac">More...</a><br/></td></tr> |
| <tr class="separator:a502e3e00dc61cedb9c6eef711f1176ac"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3455659b714488e8e53e4e4580a43ec7"><td align="right" class="memItemLeft" valign="top"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a3455659b714488e8e53e4e4580a43ec7">operator/</a> (const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> &lhs, const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> &rhs)</td></tr> |
| <tr class="memdesc:a3455659b714488e8e53e4e4580a43ec7"><td class="mdescLeft"> </td><td class="mdescRight">elementwise division <a href="#a3455659b714488e8e53e4e4580a43ec7">More...</a><br/></td></tr> |
| <tr class="separator:a3455659b714488e8e53e4e4580a43ec7"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5bf83454c8f41259eb9d471f59feda2b"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a5bf83454c8f41259eb9d471f59feda2b">RandomSeed</a> (uint32_t seed)</td></tr> |
| <tr class="memdesc:a5bf83454c8f41259eb9d471f59feda2b"><td class="mdescLeft"> </td><td class="mdescRight">Seed all random number generator in mxnet. <a href="#a5bf83454c8f41259eb9d471f59feda2b">More...</a><br/></td></tr> |
| <tr class="separator:a5bf83454c8f41259eb9d471f59feda2b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab6d578be9be3a2a0d3e21246834d3e71"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ab6d578be9be3a2a0d3e21246834d3e71">RandomSeed</a> (<a class="el" href="structmxnet_1_1Context.html">Context</a> ctx, uint32_t seed)</td></tr> |
| <tr class="memdesc:ab6d578be9be3a2a0d3e21246834d3e71"><td class="mdescLeft"> </td><td class="mdescRight">Seed the random number generator of the device. <a href="#ab6d578be9be3a2a0d3e21246834d3e71">More...</a><br/></td></tr> |
| <tr class="separator:ab6d578be9be3a2a0d3e21246834d3e71"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a2846f4556c9ca9bd0f567504ce60f274"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a2846f4556c9ca9bd0f567504ce60f274">SampleUniform</a> (<a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> begin, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> end, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:a2846f4556c9ca9bd0f567504ce60f274"><td class="mdescLeft"> </td><td class="mdescRight">Sample uniform distribution for each elements of out. <a href="#a2846f4556c9ca9bd0f567504ce60f274">More...</a><br/></td></tr> |
| <tr class="separator:a2846f4556c9ca9bd0f567504ce60f274"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5a28062f52ca576a126599e7ad487077"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a5a28062f52ca576a126599e7ad487077">SampleGaussian</a> (<a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> mu, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> sigma, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:a5a28062f52ca576a126599e7ad487077"><td class="mdescLeft"> </td><td class="mdescRight">Sample gaussian distribution for each elements of out. <a href="#a5a28062f52ca576a126599e7ad487077">More...</a><br/></td></tr> |
| <tr class="separator:a5a28062f52ca576a126599e7ad487077"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a050beaa505f11e0b844deb91efe0cac2"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a050beaa505f11e0b844deb91efe0cac2">SampleGamma</a> (<a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> alpha, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> beta, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:a050beaa505f11e0b844deb91efe0cac2"><td class="mdescLeft"> </td><td class="mdescRight">Sample gamma distribution for each elements of out. <a href="#a050beaa505f11e0b844deb91efe0cac2">More...</a><br/></td></tr> |
| <tr class="separator:a050beaa505f11e0b844deb91efe0cac2"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a51f9b094369a349c05463de2be9f0a31"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a51f9b094369a349c05463de2be9f0a31">SampleExponential</a> (<a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> lambda, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:a51f9b094369a349c05463de2be9f0a31"><td class="mdescLeft"> </td><td class="mdescRight">Sample exponential distribution for each elements of out. <a href="#a51f9b094369a349c05463de2be9f0a31">More...</a><br/></td></tr> |
| <tr class="separator:a51f9b094369a349c05463de2be9f0a31"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aed55e8197182b7c66126902b2a43739a"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#aed55e8197182b7c66126902b2a43739a">SamplePoisson</a> (<a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> lambda, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:aed55e8197182b7c66126902b2a43739a"><td class="mdescLeft"> </td><td class="mdescRight">Sample Poisson distribution for each elements of out. <a href="#aed55e8197182b7c66126902b2a43739a">More...</a><br/></td></tr> |
| <tr class="separator:aed55e8197182b7c66126902b2a43739a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae82f70918b2d946f7ad66a158b1733dc"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ae82f70918b2d946f7ad66a158b1733dc">SampleNegBinomial</a> (int32_t k, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> p, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:ae82f70918b2d946f7ad66a158b1733dc"><td class="mdescLeft"> </td><td class="mdescRight">Sample negative binomial distribution for each elements of out. <a href="#ae82f70918b2d946f7ad66a158b1733dc">More...</a><br/></td></tr> |
| <tr class="separator:ae82f70918b2d946f7ad66a158b1733dc"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad8e0dad88ce27133fd24811763b7afdb"><td align="right" class="memItemLeft" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ad8e0dad88ce27133fd24811763b7afdb">SampleGenNegBinomial</a> (<a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> mu, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> alpha, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> *out)</td></tr> |
| <tr class="memdesc:ad8e0dad88ce27133fd24811763b7afdb"><td class="mdescLeft"> </td><td class="mdescRight">Sample generalized negative binomial distribution for each elements of out. <a href="#ad8e0dad88ce27133fd24811763b7afdb">More...</a><br/></td></tr> |
| <tr class="separator:ad8e0dad88ce27133fd24811763b7afdb"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a> |
| Variables</h2></td></tr> |
| <tr class="memitem:a512ee02aece77cb0bf39b6e2ded77686"><td align="right" class="memItemLeft" valign="top">constexpr const int </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a512ee02aece77cb0bf39b6e2ded77686">kCPU</a> = kDLCPU</td></tr> |
| <tr class="separator:a512ee02aece77cb0bf39b6e2ded77686"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a43ebce8ff01c0bee0dddb4417ea1239d"><td align="right" class="memItemLeft" valign="top">constexpr const int </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#a43ebce8ff01c0bee0dddb4417ea1239d">kGPU</a> = kDLGPU</td></tr> |
| <tr class="separator:a43ebce8ff01c0bee0dddb4417ea1239d"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab96d1eea6c8d006db2b33bbdf9d90bd2"><td align="right" class="memItemLeft" valign="top">constexpr const int </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet.html#ab96d1eea6c8d006db2b33bbdf9d90bd2">kTVMNDArrayTypeCode</a> = 19</td></tr> |
| <tr class="separator:ab96d1eea6c8d006db2b33bbdf9d90bd2"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a id="details" name="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>namespace of mxnet </p> |
| <p>Copyright (c) 2015 by Contributors </p> |
| </div><h2 class="groupheader">Typedef Documentation</h2> |
| <a class="anchor" id="a850af9d76d9d4beaeb5234c1434973e3"></a> |
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| <td class="memname">typedef mshadow::cpu <a class="el" href="namespacemxnet.html#a850af9d76d9d4beaeb5234c1434973e3">mxnet::cpu</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>mxnet cpu </p> |
| </div> |
| </div> |
| <a class="anchor" id="a6dca73c81706d54b0ddb0ef967d1e132"></a> |
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| <td class="memname">typedef std::function<<a class="el" href="classmxnet_1_1IIterator.html">IIterator</a><<a class="el" href="structmxnet_1_1DataBatch.html">DataBatch</a>> *()> <a class="el" href="namespacemxnet.html#a6dca73c81706d54b0ddb0ef967d1e132">mxnet::DataIteratorFactory</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>typedef the factory function of data iterator </p> |
| </div> |
| </div> |
| <a class="anchor" id="a1183dd8b779392f7ddafe1b010a6a2fe"></a> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#a1183dd8b779392f7ddafe1b010a6a2fe">mxnet::DispatchModeVector</a> = typedef std::vector<<a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a>></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>The result holder of dispatch mode of each Node in the graph. </p> |
| <ul> |
| <li>*+ * <dl class="section note"><dt>Note</dt><dd>Stored under graph.attrs["dispatch_mode"], provided by Pass "InferStorageType"</dd></dl> |
| </li> |
| <li>*</li> |
| <li>*<div class="fragment"><div class="line">+ * Graph g = ApplyPass(src_graph, <span class="stringliteral">"InferStorageType"</span>);</div><div class="line">+ * <span class="keyword">const</span> <a class="code" href="namespacemxnet.html#a1183dd8b779392f7ddafe1b010a6a2fe">DispatchModeVector</a>& dispatch_modes = g.GetAttr<<a class="code" href="namespacemxnet.html#a1183dd8b779392f7ddafe1b010a6a2fe">DispatchModeVector</a>>(<span class="stringliteral">"dispatch_mode"</span>);</div><div class="line">+ * <span class="comment">// get dispatch mode by entry node id</span></div><div class="line">+ * <span class="keywordtype">int</span> node_type = dispatch_modes[nid];</div><div class="line">+ * </div></div><!-- fragment --></li> |
| <li>*</li> |
| <li>* <dl class="section see"><dt>See also</dt><dd><a class="el" href="namespacemxnet.html#a0a1395f21139ba975a6268539df6a15d" title="Resiger a storage and dispatch mode inference function based on storage types of the inputs and outpu...">FInferStorageType</a></dd></dl> |
| </li> |
| <li></li> |
| </ul> |
| </div> |
| </div> |
| <a class="anchor" id="aa80f4ba59193c91fe9d168fbe4b0ea50"></a> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#aa80f4ba59193c91fe9d168fbe4b0ea50">mxnet::FAvoidQuantizeInput</a> = typedef std::function<bool (const NodeAttrs& attrs, size_t index)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Register a function to determine if the input of a quantized operator needs to be quantized. This is usually used for the quantized operators which can handle fp32 inputs directly. </p> |
| </div> |
| </div> |
| <a class="anchor" id="ad77e2048b7e8db91a12e05b477aac13e"></a> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#ad77e2048b7e8db91a12e05b477aac13e">mxnet::FCompute</a> = typedef std::function<void (const nnvm::NodeAttrs& attrs, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a>& ctx, const std::vector<<a class="el" href="classmxnet_1_1TBlob.html">TBlob</a>>& inputs, const std::vector<<a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a>>& req, const std::vector<<a class="el" href="classmxnet_1_1TBlob.html">TBlob</a>>& outputs)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Resiger a compute function for simple stateless forward only operator. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FCompute<cpu>" and "FCompute<gpu>" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a294d2660c065f8d229c27e65f0461e10"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#a294d2660c065f8d229c27e65f0461e10">mxnet::FComputeEx</a> = typedef std::function<void (const nnvm::NodeAttrs& attrs, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a>& ctx, const std::vector<<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a>>& inputs, const std::vector<<a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a>>& req, const std::vector<<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a>>& outputs)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Resiger an <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> compute function for simple stateless forward only operator. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FComputeEx<xpu>" and "FComputeEx<xpu>" Dispatched only when inferred dispatch_mode is FDispatchComputeEx </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="acb83431b596f805fabcc4ba400c62e85"></a> |
| <div class="memitem"> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#acb83431b596f805fabcc4ba400c62e85">mxnet::FCreateOpState</a> = typedef std::function<<a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a> (const NodeAttrs& attrs, <a class="el" href="structmxnet_1_1Context.html">Context</a> ctx, const std::vector<<a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>>& in_shape, const std::vector<int>& in_type)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Create a Layer style, forward/backward operator. This is easy to write code that contains state. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. </p> |
| <p>This is not the only way to register an op execution function. More simpler or specialized operator form can be registered</p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FCreateLayerOp" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a666f1055e5401ecec0278e8ba5790732"></a> |
| <div class="memitem"> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#a666f1055e5401ecec0278e8ba5790732">mxnet::FExecType</a> = typedef std::function<<a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">ExecType</a> (const NodeAttrs& attrs)></td> |
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| </table> |
| </div><div class="memdoc"> |
| <p>Execution mode of this operator. </p> |
| </div> |
| </div> |
| <a class="anchor" id="a0a1395f21139ba975a6268539df6a15d"></a> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#a0a1395f21139ba975a6268539df6a15d">mxnet::FInferStorageType</a> = typedef std::function<bool (const NodeAttrs& attrs, const int dev_mask, <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a>* dispatch_mode, std::vector<int>* in_attrs, std::vector<int>* out_attrs)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Resiger a storage and dispatch mode inference function based on storage types of the inputs and outputs, and the dev_mask for the operator. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FInferStorageType" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a0906e49a921265634672f555451075ed"></a> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#a0906e49a921265634672f555451075ed">mxnet::FNDArrayFunction</a> = typedef std::function<void (const nnvm::NodeAttrs& attrs, const std::vector<<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a>>& inputs, std::vector<<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a>>* outputs)></td> |
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| </table> |
| </div><div class="memdoc"> |
| <p>Register an operator called as a <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> function. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FNDArrayFunction" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a7f7c271f6d03ee358eb9e66486e41045"></a> |
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| <td class="memname">using <a class="el" href="namespacemxnet.html#a7f7c271f6d03ee358eb9e66486e41045">mxnet::FNeedRequantize</a> = typedef std::function<bool (const NodeAttrs& attrs)></td> |
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| </table> |
| </div><div class="memdoc"> |
| <p>Register a function to determine if the output of a quantized operator needs to be requantized. This is usually used for the operators taking int8 data types while accumulating in int32, e.g. quantized_conv. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FNeedRequantize" for non-quantized operators </dd></dl> |
| </div> |
| </div> |
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| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#ac4a55ce92442f122a1a0e6ae8d134f10">mxnet::FQuantizedOp</a> = typedef std::function<nnvm::NodePtr (const NodeAttrs& attrs)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Register a quantized node creation function based on the attrs of the node. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FQuantizedOp" for non-quantized operators </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="afaa687cbca9e992614be285711c1d72d"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#afaa687cbca9e992614be285711c1d72d">mxnet::FResourceRequest</a> = typedef std::function< std::vector<<a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a>> (const NodeAttrs& n)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>The resource request from the operator. An operator could register ResourceRequestEx, or <a class="el" href="structmxnet_1_1ResourceRequest.html" title="The resources that can be requested by Operator. ">ResourceRequest</a>, or neither. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FResourceRequest" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a45b0a850c44c45609adc320b04c7ac7f"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#a45b0a850c44c45609adc320b04c7ac7f">mxnet::FResourceRequestEx</a> = typedef std::function< std::vector<<a class="el" href="structmxnet_1_1ResourceRequest.html">ResourceRequest</a>> (const NodeAttrs& n, const int dev_mask, const <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">DispatchMode</a> dispatch_mode)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>The resource request from the operator. An operator could register ResourceRequestEx, or <a class="el" href="structmxnet_1_1ResourceRequest.html" title="The resources that can be requested by Operator. ">ResourceRequest</a>, or neither. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FResourceRequestEx" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a9097a269dd76d833c014149ff3eaab9b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#a9097a269dd76d833c014149ff3eaab9b">mxnet::FStatefulCompute</a> = typedef std::function<void (const <a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a>& state, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a>& ctx, const std::vector<<a class="el" href="classmxnet_1_1TBlob.html">TBlob</a>>& inputs, const std::vector<<a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a>>& req, const std::vector<<a class="el" href="classmxnet_1_1TBlob.html">TBlob</a>>& outputs)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Resiger a compute function for stateful operator. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FStatefulCompute<cpu>" and "FStatefulCompute<gpu>" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="ab12f1853179b1456152a563edff844a9"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#ab12f1853179b1456152a563edff844a9">mxnet::FStatefulComputeEx</a> = typedef std::function<void (const <a class="el" href="classmxnet_1_1OpStatePtr.html">OpStatePtr</a>& state, const <a class="el" href="structmxnet_1_1OpContext.html">OpContext</a>& ctx, const std::vector<<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a>>& inputs, const std::vector<<a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a>>& req, const std::vector<<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a>>& outputs)></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Resiger a compute function for stateful operator using <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> interface. <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is a pointer type, it's content is mutable even if <a class="el" href="classmxnet_1_1OpStatePtr.html" title="Operator state. This is a pointer type, its content is mutable even if OpStatePtr is const...">OpStatePtr</a> is constant. </p> |
| <dl class="section note"><dt>Note</dt><dd>Register under "FStatefulComputeEx<cpu>" and "FStatefulComputeEx<gpu>" </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a31ef33571a4f6ba8847eeee1f4907141"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef mshadow::gpu <a class="el" href="namespacemxnet.html#a31ef33571a4f6ba8847eeee1f4907141">mxnet::gpu</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>mxnet gpu </p> |
| </div> |
| </div> |
| <a class="anchor" id="abadedc1b42ee3e5b8852e63783b982ef"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef mshadow::index_t <a class="el" href="namespacemxnet.html#abadedc1b42ee3e5b8852e63783b982ef">mxnet::index_t</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>index type usually use unsigned </p> |
| </div> |
| </div> |
| <a class="anchor" id="ab0d55b0edf98cf8f3caeb050662ae9ec"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef std::function<void (<a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> **used_vars, <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> *scalars, <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> **mutate_vars, int num_params, char **param_keys, char **param_vals)> <a class="el" href="namespacemxnet.html#ab0d55b0edf98cf8f3caeb050662ae9ec">mxnet::NDArrayAPIFunction</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>definition of <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> function </p> |
| </div> |
| </div> |
| <a class="anchor" id="ac2fb286fd7ddfbc7af1456f6c7a7ee52"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#ac2fb286fd7ddfbc7af1456f6c7a7ee52">mxnet::Op</a> = typedef nnvm::Op</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>operator structure from NNVM </p> |
| </div> |
| </div> |
| <a class="anchor" id="a6f5428fbf261a94eaac079ec24413815"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef std::function<<a class="el" href="classmxnet_1_1OperatorProperty.html">OperatorProperty</a> *()> <a class="el" href="namespacemxnet.html#a6f5428fbf261a94eaac079ec24413815">mxnet::OperatorPropertyFactory</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>typedef the factory function of operator property </p> |
| </div> |
| </div> |
| <a class="anchor" id="a4421326e33f2a848cb2fa3e70ab24ff4"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef mshadow::default_real_t <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">mxnet::real_t</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>data type that will be used to store ndarray </p> |
| </div> |
| </div> |
| <a class="anchor" id="a6606bef15f41cccade14c9400e8447cf"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#a6606bef15f41cccade14c9400e8447cf">mxnet::StorageTypeVector</a> = typedef std::vector<int></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>The result holder of storage type of each NodeEntry in the graph. </p> |
| <dl class="section note"><dt>Note</dt><dd>Stored under graph.attrs["storage_type"], provided by Pass "InferStorageType"</dd></dl> |
| <div class="fragment"><div class="line">Graph g = ApplyPass(src_graph, <span class="stringliteral">"InferStorageType"</span>);</div><div class="line"><span class="keyword">const</span> StorageVector& stypes = g.GetAttr<<a class="code" href="namespacemxnet.html#a6606bef15f41cccade14c9400e8447cf">StorageTypeVector</a>>(<span class="stringliteral">"storage_type"</span>);</div><div class="line"><span class="comment">// get storage type by entry id</span></div><div class="line"><span class="keywordtype">int</span> entry_type = stypes[g.indexed_graph().entry_id(my_entry)];</div></div><!-- fragment --><dl class="section see"><dt>See also</dt><dd><a class="el" href="namespacemxnet.html#a0a1395f21139ba975a6268539df6a15d" title="Resiger a storage and dispatch mode inference function based on storage types of the inputs and outpu...">FInferStorageType</a> </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a6e14bb5f6ffc81892feca8d1da658687"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">using <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">mxnet::TShape</a> = typedef nnvm::TShape</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Shape data structure used to record shape information. </p> |
| </div> |
| </div> |
| <h2 class="groupheader">Enumeration Type Documentation</h2> |
| <a class="anchor" id="aad5fec2b4bceabbf4b884460cc2e0a2b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#aad5fec2b4bceabbf4b884460cc2e0a2b">mxnet::DispatchMode</a></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">strong</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>the dispatch mode of the operator </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="aad5fec2b4bceabbf4b884460cc2e0a2ba7934d40c7c17315d892e8d5d745b1c66"></a>kUndefined </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aad5fec2b4bceabbf4b884460cc2e0a2ba2157864769b54d1d0f8f9be63393e7d6"></a>kFCompute </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aad5fec2b4bceabbf4b884460cc2e0a2ba57f93219462690bc438372ecd92fedd5"></a>kFComputeEx </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aad5fec2b4bceabbf4b884460cc2e0a2ba18bf63b4c196f79c9bca4ad8637e8fef"></a>kFComputeFallback </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="aad5fec2b4bceabbf4b884460cc2e0a2bafb751f6ee1af15e773242f2accd2dbff"></a>kVariable </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="ad7801fb2dd68294d4c7a9e289bc071ad"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#ad7801fb2dd68294d4c7a9e289bc071ad">mxnet::ExecType</a></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">strong</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>the execution type of the operator </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="ad7801fb2dd68294d4c7a9e289bc071adae3bade32f12a5139b27ef40b3689b77c"></a>kSync </td><td class="fielddoc"> |
| <p>Forward/Backward are synchronous calls. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ad7801fb2dd68294d4c7a9e289bc071ada9f2b960005d2a3a5f35ac32809d84db7"></a>kAsync </td><td class="fielddoc"> |
| <p>Forward/Backward are asynchronous, will call <a class="el" href="structmxnet_1_1OpContext.html#a40ce0e3d4ac21412cfafafc5b1fd32ef" title="the callback when operation completes, used by asynchronize ops ">OpContext.async_on_complete</a> when operation finishes. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ad7801fb2dd68294d4c7a9e289bc071ada3864860a073c64d74d3fc8e765fa6cad"></a>kCrossDeviceCopy </td><td class="fielddoc"> |
| <p>Cross device copy operation, this is a special operator that indicates it will copy across devices. For example the input and output for this type of operator can potentially reside on different devices. In the current implementation, a copy operator is specially handled by an executor. This flag is used for special case treatment and future extension of different copy ops. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ad7801fb2dd68294d4c7a9e289bc071adabfccd41d634d8095c956c29c9ee35257"></a>kSubgraphExec </td><td class="fielddoc"> |
| <p>A subgraph execution should happen in the main thread, instead of in the execution engine. </p> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="a998b74220fab2b012cf8a179650e1b3b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#a998b74220fab2b012cf8a179650e1b3b">mxnet::FnProperty</a></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">strong</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Function property, used to hint what action is pushed to engine. </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3ba07fa7a19aa722c635a15e94cb7f50416"></a>kNormal </td><td class="fielddoc"> |
| <p>Normal operation. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3ba739f2f416f05f4728c217f09e93958d1"></a>kCopyFromGPU </td><td class="fielddoc"> |
| <p>Copy operation from GPU to other devices. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3ba6cd75f41e0ec8d61b0a2f0e20ef6d1e8"></a>kCopyToGPU </td><td class="fielddoc"> |
| <p>Copy operation from CPU to other devices. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3bac41ceb98eeb9b2e208e3e242a7357142"></a>kCPUPrioritized </td><td class="fielddoc"> |
| <p>Prioritized sync operation on CPU. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3ba9f2b960005d2a3a5f35ac32809d84db7"></a>kAsync </td><td class="fielddoc"> |
| <p>Asynchronous function call. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3bac41fda8552e9d327ad3b06b1bafa663a"></a>kDeleteVar </td><td class="fielddoc"> |
| <p>Delete variable call. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a998b74220fab2b012cf8a179650e1b3ba4879e1f172ddec6223d17ea90e691ddd"></a>kGPUPrioritized </td><td class="fielddoc"> |
| <p>Prioritized sync operation on GPU. </p> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="a691b662ef3ae22904fc7d7d63db4c14e"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="mlabels"> |
| <tr> |
| <td class="mlabels-left"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#a691b662ef3ae22904fc7d7d63db4c14e">mxnet::KVStoreServerProfilerCommand</a></td> |
| </tr> |
| </table> |
| </td> |
| <td class="mlabels-right"> |
| <span class="mlabels"><span class="mlabel">strong</span></span> </td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>enum to denote types of commands kvstore sends to server regarding profiler kSetConfig sets profiler configs. Similar to mx.profiler.set_config() kState allows changing state of profiler to stop or run kPause allows pausing and resuming of profiler kDump asks profiler to dump output </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a691b662ef3ae22904fc7d7d63db4c14eac01ffbc8ad7ddf59499b096d62edcdff"></a>kSetConfig </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a691b662ef3ae22904fc7d7d63db4c14eaafd8bac1c90d2b1e9ad1ea7d74c46618"></a>kState </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a691b662ef3ae22904fc7d7d63db4c14ea583e1d2af95bc205bafe3341b26ea286"></a>kPause </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a691b662ef3ae22904fc7d7d63db4c14ea0193ec3ba4814ec4c6c0714a97f1bcac"></a>kDump </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="ace60510752753f459193f95cab0e9e1a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#ace60510752753f459193f95cab0e9e1a">mxnet::NDArrayFormatErr</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="ace60510752753f459193f95cab0e9e1aa322b8b178929b43f1b4b16c8cb9003ef"></a>kNormalErr </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ace60510752753f459193f95cab0e9e1aaf64429479d4a48998e6cd122a3117628"></a>kCSRShapeErr </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ace60510752753f459193f95cab0e9e1aa11ce5dbb8ad355e9ee5a678f2f51a5bb"></a>kCSRIndPtrErr </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ace60510752753f459193f95cab0e9e1aaf3ee084ba1d9a6203922ff7c9ddb12e3"></a>kCSRIdxErr </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ace60510752753f459193f95cab0e9e1aa200492eeec6fa431683ef0d943bfbc2d"></a>kRSPShapeErr </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="ace60510752753f459193f95cab0e9e1aa7636cc230df4abe46f3210846faac799"></a>kRSPIdxErr </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="a89a5f0f5cfd9e1e94604a7b42dda818a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#a89a5f0f5cfd9e1e94604a7b42dda818a">mxnet::NDArrayFunctionTypeMask</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>mask information on how functions can be exposed </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a89a5f0f5cfd9e1e94604a7b42dda818aabbc1ba0bb3f8647dcfd8bad69efdbb51"></a>kNDArrayArgBeforeScalar </td><td class="fielddoc"> |
| <p>all the use_vars should go before scalar </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a89a5f0f5cfd9e1e94604a7b42dda818aaef9818c8aae9d0046b3d9033a62fcfbb"></a>kScalarArgBeforeNDArray </td><td class="fielddoc"> |
| <p>all the scalar should go before use_vars </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a89a5f0f5cfd9e1e94604a7b42dda818aa334598420a4246d5412ddc346b2b57bd"></a>kAcceptEmptyMutateTarget </td><td class="fielddoc"> |
| <p>whether this function allows the handles in the target to be empty <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> that are not yet initialized, and will initialize them when the function is invoked. </p> |
| <p>most function should support this, except copy between different devices, which requires the <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> to be pre-initialized with context </p> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="a536b732faa980e1de446c552460ff76a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76a">mxnet::NDArrayStorageType</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a536b732faa980e1de446c552460ff76aadf6c6faf0de1e55119c679180c99e584"></a>kUndefinedStorage </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a536b732faa980e1de446c552460ff76aabf6395d98a9668e8066a0c0da5570608"></a>kDefaultStorage </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a536b732faa980e1de446c552460ff76aac095f52c31076adc7207f4a4f17d7aa3"></a>kRowSparseStorage </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a536b732faa980e1de446c552460ff76aa777c7ad3afa566f2e841f12c81aab254"></a>kCSRStorage </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <a class="anchor" id="a7cd7094ef222e9ae1f520c3b6a214398"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">mxnet::OpReqType</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>operation request type to Forward and Backward </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><a class="anchor" id="a7cd7094ef222e9ae1f520c3b6a214398a001b85096e07108e174fe4c406368a26"></a>kNullOp </td><td class="fielddoc"> |
| <p>no operation, do not write anything </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a7cd7094ef222e9ae1f520c3b6a214398a03b4c19f34d3add7deecd7ef6c54b42a"></a>kWriteTo </td><td class="fielddoc"> |
| <p>write gradient to provided space </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a7cd7094ef222e9ae1f520c3b6a214398a640322face587ca12684378d0f053d51"></a>kWriteInplace </td><td class="fielddoc"> |
| <p>perform an inplace write, This option only happen when Target shares memory with one of input arguments. </p> |
| </td></tr> |
| <tr><td class="fieldname"><a class="anchor" id="a7cd7094ef222e9ae1f520c3b6a214398a1b850737dba4d2c42a2687d14c10f383"></a>kAddTo </td><td class="fielddoc"> |
| <p>add to the provided space </p> |
| </td></tr> |
| </table> |
| </div> |
| </div> |
| <h2 class="groupheader">Function Documentation</h2> |
| <a class="anchor" id="ae7b0809624683afc59b6d7f7784d8bfb"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::CopyFromTo </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>from</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>to</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>priority</em> = <code>0</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>issue an copy operation from one <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> to another the two ndarray can sit on different devices this operation will be scheduled by the engine </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">from</td><td>the ndarray we want to copy data from </td></tr> |
| <tr><td class="paramname">to</td><td>the target ndarray </td></tr> |
| <tr><td class="paramname">priority</td><td>Priority of the action. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section note"><dt>Note</dt><dd>The function name explicitly marks the order of from and to due to different possible convention carried by copy function. </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a93d1595ce990d6bbfe75a1e8f45ac81b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::CopyFromTo </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>from</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>to</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>priority</em> = <code>0</code>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">bool </td> |
| <td class="paramname"><em>is_opr</em> = <code>false</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>issue an copy operation from one <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a> to another the two ndarray can sit on different devices this operation will be scheduled by the engine </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">from</td><td>the ndarray we want to copy data from </td></tr> |
| <tr><td class="paramname">to</td><td>the target ndarray </td></tr> |
| <tr><td class="paramname">priority</td><td>Priority of the action. </td></tr> |
| <tr><td class="paramname">is_opr</td><td>whether it is invoked by an operator. For example, false if invoked from <a class="el" href="classmxnet_1_1KVStore.html" title="distributed key-value store ">KVStore</a>, true if invoked from <code>_copyto</code> operator. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section note"><dt>Note</dt><dd>The function name explicitly marks the order of from and to due to different possible convention carried by copy function. </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a15dfd6f3fa03dc2cf39dbab1225e1a51"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::ElementwiseSum </td> |
| <td>(</td> |
| <td class="paramtype">const std::vector< <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> > & </td> |
| <td class="paramname"><em>source</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">int </td> |
| <td class="paramname"><em>priority</em> = <code>0</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Perform elementwise sum over each data from source, store result into out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">source</td><td>the ndarray we want to sum </td></tr> |
| <tr><td class="paramname">out</td><td>the target ndarray </td></tr> |
| <tr><td class="paramname">priority</td><td>Priority of the action. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="ae4143fe21881cbf0174bba638e8e0330"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">size_t mxnet::num_aux_data </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a536b732faa980e1de446c552460ff76a">NDArrayStorageType</a> </td> |
| <td class="paramname"><em>stype</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <dl class="section return"><dt>Returns</dt><dd>the number of aux data used for given storage type </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a96185db91240c6ff9409834aa2451aac"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::on_enter_api </td> |
| <td>(</td> |
| <td class="paramtype">const char * </td> |
| <td class="paramname"><em>function</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| </div> |
| </div> |
| <a class="anchor" id="a015b61168caa28b3f4effe4f106ac8f7"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::on_exit_api </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| </div> |
| </div> |
| <a class="anchor" id="af26b09fbcda865d34ec4fdad482d266a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator* </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise multiplication </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a66510f6a344ee38bb89cb552e974b838"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator* </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise multiplication </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a4dafe3aae43025fd21bc44b98c18ed1e"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator+ </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise add </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a30bfda0e3e1b347e3057097cafc628be"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator+ </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise add </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="ae3356844b657c9ae1b84d3ddd56bccf6"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator- </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise subtraction </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a0c8542953df5093060985db5518a339b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator- </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise subtraction </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a502e3e00dc61cedb9c6eef711f1176ac"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator/ </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise division </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a3455659b714488e8e53e4e4580a43ec7"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> mxnet::operator/ </td> |
| <td>(</td> |
| <td class="paramtype">const <a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> & </td> |
| <td class="paramname"><em>lhs</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const <a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> & </td> |
| <td class="paramname"><em>rhs</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>elementwise division </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>right operand </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>a new result ndarray </dd></dl> |
| </div> |
| </div> |
| <a class="anchor" id="a5bf83454c8f41259eb9d471f59feda2b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::RandomSeed </td> |
| <td>(</td> |
| <td class="paramtype">uint32_t </td> |
| <td class="paramname"><em>seed</em></td><td>)</td> |
| <td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Seed all random number generator in mxnet. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">seed</td><td>the seed to set to global random number generators. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="ab6d578be9be3a2a0d3e21246834d3e71"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::RandomSeed </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="structmxnet_1_1Context.html">Context</a> </td> |
| <td class="paramname"><em>ctx</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">uint32_t </td> |
| <td class="paramname"><em>seed</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Seed the random number generator of the device. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">seed</td><td>the seed to set to global random number generators. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="a51f9b094369a349c05463de2be9f0a31"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SampleExponential </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>lambda</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample exponential distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lambda</td><td>parameter (rate) of the exponential distribution </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="a050beaa505f11e0b844deb91efe0cac2"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SampleGamma </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>alpha</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>beta</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample gamma distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">alpha</td><td>parameter (shape) of the gamma distribution </td></tr> |
| <tr><td class="paramname">beta</td><td>parameter (scale) of the gamma distribution </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="a5a28062f52ca576a126599e7ad487077"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SampleGaussian </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>mu</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>sigma</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample gaussian distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">mu</td><td>mean of gaussian distribution. </td></tr> |
| <tr><td class="paramname">sigma</td><td>standard deviation of gaussian distribution. </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="ad8e0dad88ce27133fd24811763b7afdb"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SampleGenNegBinomial </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>mu</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>alpha</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample generalized negative binomial distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">mu</td><td>parameter (mean) of the distribution </td></tr> |
| <tr><td class="paramname">alpha</td><td>parameter (over dispersion) of the distribution </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="ae82f70918b2d946f7ad66a158b1733dc"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SampleNegBinomial </td> |
| <td>(</td> |
| <td class="paramtype">int32_t </td> |
| <td class="paramname"><em>k</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>p</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample negative binomial distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">k</td><td>failure limit </td></tr> |
| <tr><td class="paramname">p</td><td>success probability </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="aed55e8197182b7c66126902b2a43739a"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SamplePoisson </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>lambda</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample Poisson distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lambda</td><td>parameter (rate) of the Poisson distribution </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <a class="anchor" id="a2846f4556c9ca9bd0f567504ce60f274"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void mxnet::SampleUniform </td> |
| <td>(</td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>begin</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="namespacemxnet.html#a4421326e33f2a848cb2fa3e70ab24ff4">real_t</a> </td> |
| <td class="paramname"><em>end</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype"><a class="el" href="classmxnet_1_1NDArray.html">NDArray</a> * </td> |
| <td class="paramname"><em>out</em> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>Sample uniform distribution for each elements of out. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">begin</td><td>lower bound of distribution. </td></tr> |
| <tr><td class="paramname">end</td><td>upper bound of distribution. </td></tr> |
| <tr><td class="paramname">out</td><td>output <a class="el" href="classmxnet_1_1NDArray.html" title="ndarray interface ">NDArray</a>. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| </div> |
| </div> |
| <h2 class="groupheader">Variable Documentation</h2> |
| <a class="anchor" id="a512ee02aece77cb0bf39b6e2ded77686"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">constexpr const int mxnet::kCPU = kDLCPU</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| </div> |
| </div> |
| <a class="anchor" id="a43ebce8ff01c0bee0dddb4417ea1239d"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">constexpr const int mxnet::kGPU = kDLGPU</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| </div> |
| </div> |
| <a class="anchor" id="ab96d1eea6c8d006db2b33bbdf9d90bd2"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">constexpr const int mxnet::kTVMNDArrayTypeCode = 19</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| </div> |
| </div> |
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