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| <li class="navelem"><a class="el" href="namespacemxnet.html">mxnet</a></li><li class="navelem"><a class="el" href="namespacemxnet_1_1op.html">op</a></li> </ul> |
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| |
| <p>namespace of arguments |
| <a href="#details">More...</a></p> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="nested-classes"></a> |
| Classes</h2></td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1op_1_1GradFunctionArgument.html">GradFunctionArgument</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">super class of all gradient function argument <a href="structmxnet_1_1op_1_1GradFunctionArgument.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1op_1_1Input0.html">Input0</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">First input to the function. <a href="structmxnet_1_1op_1_1Input0.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1op_1_1Input1.html">Input1</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Second input to the function. <a href="structmxnet_1_1op_1_1Input1.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1op_1_1OutputValue.html">OutputValue</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Ouput value of the function to the function. <a href="structmxnet_1_1op_1_1OutputValue.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Gradient of output value. <a href="structmxnet_1_1op_1_1OutputGrad.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">Environment arguments that is used by the function. These can be things like scalar arguments when add a value with scalar. <a href="structmxnet_1_1op_1_1EnvArguments.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1op_1_1SimpleOpRegEntry.html">SimpleOpRegEntry</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">registry entry to register simple operators via functions. <a href="classmxnet_1_1op_1_1SimpleOpRegEntry.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">class  </td><td class="memItemRight" valign="bottom"><a class="el" href="classmxnet_1_1op_1_1SimpleOpRegistry.html">SimpleOpRegistry</a></td></tr> |
| <tr class="memdesc:"><td class="mdescLeft"> </td><td class="mdescRight">registry for <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> functions <a href="classmxnet_1_1op_1_1SimpleOpRegistry.html#details">More...</a><br/></td></tr> |
| <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a> |
| Typedefs</h2></td></tr> |
| <tr class="memitem:a8dc66fcca4ca52343570931503fca2c3"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a8dc66fcca4ca52343570931503fca2c3">SourceFunction</a> )(const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *ret, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:a8dc66fcca4ca52343570931503fca2c3"><td class="mdescLeft"> </td><td class="mdescRight">source function that generate output based on env The result container is pre-allocated with the correct shape. <a href="#a8dc66fcca4ca52343570931503fca2c3">More...</a><br/></td></tr> |
| <tr class="separator:a8dc66fcca4ca52343570931503fca2c3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af71f289b0df41398bcbac75d37435a07"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#af71f289b0df41398bcbac75d37435a07">SourceShapeFunction</a> )(const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env)</td></tr> |
| <tr class="memdesc:af71f289b0df41398bcbac75d37435a07"><td class="mdescLeft"> </td><td class="mdescRight">Shape inference function to get the correct shape. <a href="#af71f289b0df41398bcbac75d37435a07">More...</a><br/></td></tr> |
| <tr class="separator:af71f289b0df41398bcbac75d37435a07"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af5075d1f55b857402d9b9da07c164f11"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#af5075d1f55b857402d9b9da07c164f11">UnaryFunction</a> )(const <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> &src, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *ret, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:af5075d1f55b857402d9b9da07c164f11"><td class="mdescLeft"> </td><td class="mdescRight">Unary function that takes a src and save result to ret. The result container is pre-allocated with the correct shape. <a href="#af5075d1f55b857402d9b9da07c164f11">More...</a><br/></td></tr> |
| <tr class="separator:af5075d1f55b857402d9b9da07c164f11"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab004eaba5bbfd4a05d7ddeb54ce1c311"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#ab004eaba5bbfd4a05d7ddeb54ce1c311">UnaryShapeFunction</a> )(const <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> &src, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env)</td></tr> |
| <tr class="memdesc:ab004eaba5bbfd4a05d7ddeb54ce1c311"><td class="mdescLeft"> </td><td class="mdescRight">Shape inference function to get the correct shape given source. <a href="#ab004eaba5bbfd4a05d7ddeb54ce1c311">More...</a><br/></td></tr> |
| <tr class="separator:ab004eaba5bbfd4a05d7ddeb54ce1c311"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a5e30ef3bfc75cf4b111af7b1c74dab1b"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a5e30ef3bfc75cf4b111af7b1c74dab1b">UnaryGradFunctionT0</a> )(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *in_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:a5e30ef3bfc75cf4b111af7b1c74dab1b"><td class="mdescLeft"> </td><td class="mdescRight">Gradient function that takes output value of function and computes gradient wrt to input. <a href="#a5e30ef3bfc75cf4b111af7b1c74dab1b">More...</a><br/></td></tr> |
| <tr class="separator:a5e30ef3bfc75cf4b111af7b1c74dab1b"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a362db0d0023a59204d018c32458ae4e3"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a362db0d0023a59204d018c32458ae4e3">UnaryGradFunctionT1</a> )(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1OutputValue.html">OutputValue</a> &out_value, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *in_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:a362db0d0023a59204d018c32458ae4e3"><td class="mdescLeft"> </td><td class="mdescRight">Gradient function that takes output value of function and computes gradient wrt to input. <a href="#a362db0d0023a59204d018c32458ae4e3">More...</a><br/></td></tr> |
| <tr class="separator:a362db0d0023a59204d018c32458ae4e3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6b53969567339c4b97a8e0da51580c11"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a6b53969567339c4b97a8e0da51580c11">UnaryGradFunctionT2</a> )(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1Input0.html">Input0</a> &in_data0, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *in_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:a6b53969567339c4b97a8e0da51580c11"><td class="mdescLeft"> </td><td class="mdescRight">Gradient function that takes input value of function and computes gradient wrt to input. <a href="#a6b53969567339c4b97a8e0da51580c11">More...</a><br/></td></tr> |
| <tr class="separator:a6b53969567339c4b97a8e0da51580c11"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a97e7c6f5bbc6cdf02d443df6a36167e0"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a97e7c6f5bbc6cdf02d443df6a36167e0">BinaryFunction</a> )(const <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> &lhs, const <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> &rhs, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *ret, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:a97e7c6f5bbc6cdf02d443df6a36167e0"><td class="mdescLeft"> </td><td class="mdescRight">Binary function that takes lhs, rhs and save result to ret. The result container is pre-allocated with the correct shape. <a href="#a97e7c6f5bbc6cdf02d443df6a36167e0">More...</a><br/></td></tr> |
| <tr class="separator:a97e7c6f5bbc6cdf02d443df6a36167e0"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a05df0e7fd54e37144430654f8c200db5"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a05df0e7fd54e37144430654f8c200db5">BinaryShapeFunction</a> )(const <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> &lhs, const <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> &rhs, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env)</td></tr> |
| <tr class="memdesc:a05df0e7fd54e37144430654f8c200db5"><td class="mdescLeft"> </td><td class="mdescRight">Shape inference function to get the correct shape given source shapes. <a href="#a05df0e7fd54e37144430654f8c200db5">More...</a><br/></td></tr> |
| <tr class="separator:a05df0e7fd54e37144430654f8c200db5"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad1ec651ba6eee751c85b957df8972fc3"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#ad1ec651ba6eee751c85b957df8972fc3">BinaryGradFunctionT0</a> )(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *lhs_grad, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *rhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:ad1ec651ba6eee751c85b957df8972fc3"><td class="mdescLeft"> </td><td class="mdescRight">Gradient function that takes only output gradient and computes gradient wrt to input. We support total gradient as a whole to make it easy to combine a few ops. <a href="#ad1ec651ba6eee751c85b957df8972fc3">More...</a><br/></td></tr> |
| <tr class="separator:ad1ec651ba6eee751c85b957df8972fc3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a2ed3ee83974ac57efd4b251a85dca849"><td class="memItemLeft" align="right" valign="top">typedef void(* </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a2ed3ee83974ac57efd4b251a85dca849">BinaryGradFunctionT1</a> )(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1Input0.html">Input0</a> &lhs, const <a class="el" href="structmxnet_1_1op_1_1Input1.html">Input1</a> &rhs, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *lhs_grad, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *rhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td></tr> |
| <tr class="memdesc:a2ed3ee83974ac57efd4b251a85dca849"><td class="mdescLeft"> </td><td class="mdescRight">Gradient function that takes inputs of function anod computes gradient wrt to input. <a href="#a2ed3ee83974ac57efd4b251a85dca849">More...</a><br/></td></tr> |
| <tr class="separator:a2ed3ee83974ac57efd4b251a85dca849"><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:a3c3b8c77865c7c715cfe05ee2b2fa8da"><td class="memItemLeft" align="right" valign="top">enum  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">SimpleOpInplaceOption</a> { <br/> |
|   <a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2">kNoInplace</a>, |
| <a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde">kInplaceInOut</a>, |
| <a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80">kInplaceOutIn</a>, |
| <a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18">kInplaceLhsOut</a>, |
| <br/> |
|   <a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4">kInplaceOutLhs</a> |
| <br/> |
| }</td></tr> |
| <tr class="memdesc:a3c3b8c77865c7c715cfe05ee2b2fa8da"><td class="mdescLeft"> </td><td class="mdescRight">options in the registry to set inplace of operator <a href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">More...</a><br/></td></tr> |
| <tr class="separator:a3c3b8c77865c7c715cfe05ee2b2fa8da"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae7310844fa858f1ec6b6428dd6977a13"><td class="memItemLeft" align="right" valign="top">enum  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">SimpleOpScalarOption</a> { <a class="el" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a">kScalarBeforeArray</a>, |
| <a class="el" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7">kArrayBeforeScalar</a> |
| }</td></tr> |
| <tr class="memdesc:ae7310844fa858f1ec6b6428dd6977a13"><td class="mdescLeft"> </td><td class="mdescRight">options in the registry to set symbolic registration <a href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">More...</a><br/></td></tr> |
| <tr class="separator:ae7310844fa858f1ec6b6428dd6977a13"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a01bb0bb658bedb4d58bf7d11e4b17268"><td class="memItemLeft" align="right" valign="top">enum  </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">SimpleOpRegOption</a> { <a class="el" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b">kNotRegisterSymbolic</a>, |
| <a class="el" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1">kRegisterSymbolic</a> |
| }</td></tr> |
| <tr class="memdesc:a01bb0bb658bedb4d58bf7d11e4b17268"><td class="mdescLeft"> </td><td class="mdescRight">options in the registry to set symbolic registration <a href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">More...</a><br/></td></tr> |
| <tr class="separator:a01bb0bb658bedb4d58bf7d11e4b17268"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>namespace of arguments </p> |
| </div><h2 class="groupheader">Typedef Documentation</h2> |
| <a class="anchor" id="a97e7c6f5bbc6cdf02d443df6a36167e0"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::BinaryFunction)(const <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> &lhs, const <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> &rhs, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *ret, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Binary function that takes lhs, rhs and save result to ret. The result container is pre-allocated with the correct shape. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>The left operand </td></tr> |
| <tr><td class="paramname">rhs</td><td>The right operand </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">ret</td><td>The containter to store return value. </td></tr> |
| <tr><td class="paramname">req</td><td>The requirement to stroe the ret. </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ad1ec651ba6eee751c85b957df8972fc3"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::BinaryGradFunctionT0)(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *lhs_grad, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *rhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Gradient function that takes only output gradient and computes gradient wrt to input. We support total gradient as a whole to make it easy to combine a few ops. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">out_grad</td><td>the gradient wrt to output of the function. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">lhs_grad</td><td>The container to store result of lhs gradient. </td></tr> |
| <tr><td class="paramname">rhs_grad</td><td>The container to store result of lhs gradient. </td></tr> |
| <tr><td class="paramname">req_lhs_grad</td><td>The requirement to store the lhs_grad </td></tr> |
| <tr><td class="paramname">req_rhs_grad</td><td>The requirement to store the rhs_grad </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a2ed3ee83974ac57efd4b251a85dca849"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::BinaryGradFunctionT1)(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1Input0.html">Input0</a> &lhs, const <a class="el" href="structmxnet_1_1op_1_1Input1.html">Input1</a> &rhs, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *lhs_grad, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *rhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_lhs_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req_rhs_grad, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Gradient function that takes inputs of function anod computes gradient wrt to input. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">out_grad</td><td>the gradient wrt to output of the function. </td></tr> |
| <tr><td class="paramname">lhs</td><td>The left operand to the function. </td></tr> |
| <tr><td class="paramname">rhs</td><td>The right operand to the function. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">lhs_grad</td><td>The container to store result of lhs gradient. </td></tr> |
| <tr><td class="paramname">rhs_grad</td><td>The container to store result of lhs gradient. </td></tr> |
| <tr><td class="paramname">req_lhs_grad</td><td>The requirement to store the lhs_grad </td></tr> |
| <tr><td class="paramname">req_rhs_grad</td><td>The requirement to store the rhs_grad </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a05df0e7fd54e37144430654f8c200db5"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>(* mxnet::op::BinaryShapeFunction)(const <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> &lhs, const <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> &rhs, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Shape inference function to get the correct shape given source shapes. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">lhs</td><td>The shape of left operand. </td></tr> |
| <tr><td class="paramname">rhs</td><td>The shape of right operand. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>The inferred result shape. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a8dc66fcca4ca52343570931503fca2c3"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::SourceFunction)(const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *ret, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>source function that generate output based on env The result container is pre-allocated with the correct shape. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">ret</td><td>The containter to store return value. </td></tr> |
| <tr><td class="paramname">req</td><td>The requirement to stroe the ret. </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="af71f289b0df41398bcbac75d37435a07"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>(* mxnet::op::SourceShapeFunction)(const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Shape inference function to get the correct shape. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>The inferred result shape. </dd></dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="af5075d1f55b857402d9b9da07c164f11"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::UnaryFunction)(const <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> &src, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *ret, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Unary function that takes a src and save result to ret. The result container is pre-allocated with the correct shape. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">src</td><td>The source data. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">ret</td><td>The containter to store return value. </td></tr> |
| <tr><td class="paramname">req</td><td>The requirement to stroe the ret. </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a5e30ef3bfc75cf4b111af7b1c74dab1b"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::UnaryGradFunctionT0)(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *in_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Gradient function that takes output value of function and computes gradient wrt to input. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">out_grad</td><td>the gradient wrt to output of the function. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">in_grad</td><td>The container to store result input gradient. </td></tr> |
| <tr><td class="paramname">req</td><td>The requirement to store the ret value. </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a362db0d0023a59204d018c32458ae4e3"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::UnaryGradFunctionT1)(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1OutputValue.html">OutputValue</a> &out_value, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *in_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Gradient function that takes output value of function and computes gradient wrt to input. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">out_grad</td><td>the gradient wrt to output of the function. </td></tr> |
| <tr><td class="paramname">out_value</td><td>the value of the function. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">in_grad</td><td>The container to store result input gradient. </td></tr> |
| <tr><td class="paramname">req</td><td>The requirement to store the ret value. </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a6b53969567339c4b97a8e0da51580c11"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef void(* mxnet::op::UnaryGradFunctionT2)(const <a class="el" href="structmxnet_1_1op_1_1OutputGrad.html">OutputGrad</a> &out_grad, const <a class="el" href="structmxnet_1_1op_1_1Input0.html">Input0</a> &in_data0, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env, <a class="el" href="classmxnet_1_1TBlob.html">TBlob</a> *in_grad, <a class="el" href="namespacemxnet.html#a7cd7094ef222e9ae1f520c3b6a214398">OpReqType</a> req, <a class="el" href="structmxnet_1_1RunContext.html">RunContext</a> ctx)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Gradient function that takes input value of function and computes gradient wrt to input. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">out_grad</td><td>the gradient wrt to output of the function. </td></tr> |
| <tr><td class="paramname">in_data0</td><td>the input value of the function. </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| <tr><td class="paramname">in_grad</td><td>The container to store result input gradient. </td></tr> |
| <tr><td class="paramname">req</td><td>The requirement to store the ret value. </td></tr> |
| <tr><td class="paramname">ctx</td><td>Runtime context to execute the function. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ab004eaba5bbfd4a05d7ddeb54ce1c311"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">typedef <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a>(* mxnet::op::UnaryShapeFunction)(const <a class="el" href="namespacemxnet.html#a6e14bb5f6ffc81892feca8d1da658687">TShape</a> &src, const <a class="el" href="structmxnet_1_1op_1_1EnvArguments.html">EnvArguments</a> &env)</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Shape inference function to get the correct shape given source. </p> |
| <dl class="params"><dt>Parameters</dt><dd> |
| <table class="params"> |
| <tr><td class="paramname">src</td><td>The source shape </td></tr> |
| <tr><td class="paramname">env</td><td>The Environment arguments. </td></tr> |
| </table> |
| </dd> |
| </dl> |
| <dl class="section return"><dt>Returns</dt><dd>The inferred result shape. </dd></dl> |
| |
| </div> |
| </div> |
| <h2 class="groupheader">Enumeration Type Documentation</h2> |
| <a class="anchor" id="a3c3b8c77865c7c715cfe05ee2b2fa8da"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet_1_1op.html#a3c3b8c77865c7c715cfe05ee2b2fa8da">mxnet::op::SimpleOpInplaceOption</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>options in the registry to set inplace of operator </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><em><a class="anchor" id="a3c3b8c77865c7c715cfe05ee2b2fa8daa048c01bf1598f31850baeb2152b005a2"></a>kNoInplace</em> </td><td class="fielddoc"> |
| <p>do not allow inplace in arguments </p> |
| </td></tr> |
| <tr><td class="fieldname"><em><a class="anchor" id="a3c3b8c77865c7c715cfe05ee2b2fa8daa2c7771fd11a989ca2480963611405bde"></a>kInplaceInOut</em> </td><td class="fielddoc"> |
| <p>in unary forward, allow inplace in with out </p> |
| </td></tr> |
| <tr><td class="fieldname"><em><a class="anchor" id="a3c3b8c77865c7c715cfe05ee2b2fa8daab7974a6a3982dae42ba00af90dcabd80"></a>kInplaceOutIn</em> </td><td class="fielddoc"> |
| <p>in unary backward, allow inplace out_grad with in_grad </p> |
| </td></tr> |
| <tr><td class="fieldname"><em><a class="anchor" id="a3c3b8c77865c7c715cfe05ee2b2fa8daa31a764e0ff5966a10e26f7fbff308c18"></a>kInplaceLhsOut</em> </td><td class="fielddoc"> |
| <p>in binary forward, allow inplace left operand with out </p> |
| </td></tr> |
| <tr><td class="fieldname"><em><a class="anchor" id="a3c3b8c77865c7c715cfe05ee2b2fa8daa01a199e9f1e7d97724be8aa618d5a3d4"></a>kInplaceOutLhs</em> </td><td class="fielddoc"> |
| <p>in binary backward, allow inplace out_grad with lhs_grad </p> |
| </td></tr> |
| </table> |
| |
| </div> |
| </div> |
| <a class="anchor" id="a01bb0bb658bedb4d58bf7d11e4b17268"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet_1_1op.html#a01bb0bb658bedb4d58bf7d11e4b17268">mxnet::op::SimpleOpRegOption</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>options in the registry to set symbolic registration </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><em><a class="anchor" id="a01bb0bb658bedb4d58bf7d11e4b17268a929ea2e4ea4bffd5119a8bbf296e616b"></a>kNotRegisterSymbolic</em> </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><em><a class="anchor" id="a01bb0bb658bedb4d58bf7d11e4b17268a534486ab7c3f672542bfa09b7b6982d1"></a>kRegisterSymbolic</em> </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| |
| </div> |
| </div> |
| <a class="anchor" id="ae7310844fa858f1ec6b6428dd6977a13"></a> |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">enum <a class="el" href="namespacemxnet_1_1op.html#ae7310844fa858f1ec6b6428dd6977a13">mxnet::op::SimpleOpScalarOption</a></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>options in the registry to set symbolic registration </p> |
| <table class="fieldtable"> |
| <tr><th colspan="2">Enumerator</th></tr><tr><td class="fieldname"><em><a class="anchor" id="ae7310844fa858f1ec6b6428dd6977a13a44de4ba9d059034c023bc755cdc6026a"></a>kScalarBeforeArray</em> </td><td class="fielddoc"> |
| </td></tr> |
| <tr><td class="fieldname"><em><a class="anchor" id="ae7310844fa858f1ec6b6428dd6977a13aa4cab4197f615e92b1fdb61c51e1b9c7"></a>kArrayBeforeScalar</em> </td><td class="fielddoc"> |
| </td></tr> |
| </table> |
| |
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