| .. Licensed to the Apache Software Foundation (ASF) under one |
| or more contributor license agreements. See the NOTICE file |
| distributed with this work for additional information |
| regarding copyright ownership. The ASF licenses this file |
| to you under the Apache License, Version 2.0 (the |
| "License"); you may not use this file except in compliance |
| with the License. You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, |
| software distributed under the License is distributed on an |
| "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| KIND, either express or implied. See the License for the |
| specific language governing permissions and limitations |
| under the License. |
| |
| Extend |
| ====== |
| |
| The following tutorials will help you learn how to customize MXNet. |
| |
| .. container:: cards |
| |
| .. card:: |
| :title: Custom Layers for Gluon |
| :link: ../packages/gluon/blocks/custom-layer.html |
| |
| How to add new layer functionality to MXNet's imperative interface. |
| |
| .. card:: |
| :title: Custom Loss |
| :link: ../packages/gluon/loss/custom-loss.html |
| |
| A guide to implementing custom losses. |
| |
| .. card:: |
| :title: Custom Operators Using Numpy |
| :link: customop.html |
| |
| How to use Numpy to create custom MXNet operators. |
| |
| .. card:: |
| :title: New Operator Creation |
| :link: /api/faq/new_op |
| |
| How to create new MXNet operators using CustomOp (Python) or NNVM (C++). |
| |
| .. card:: |
| :title: A Beginner’s Guide to Implementing Operators in MXNet Backend |
| :link: /api/faq/add_op_in_backend |
| |
| How to create new MXNet operators in MXNet's backend using C++. |
| An example custom quadratic function op. |
| |
| .. card:: |
| :title: Using runtime compilation (RTC) to write CUDA kernels in MXNet |
| :link: /api/faq/using_rtc |
| |
| How to write CUDA kernels in MXNet using runtime compilation. |
| |
| |
| .. toctree:: |
| :hidden: |
| :glob: |
| |
| * |
| New Operator Creation <https://mxnet.apache.org/api/faq/new_op> |
| New Operator in MXNet Backend <https://mxnet.apache.org/api/faq/add_op_in_backend> |
| Using RTC for CUDA kernels <https://mxnet.apache.org/api/faq/using_rtc> |
