| .. 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. |
| |
| mxnet.symbol |
| ============ |
| |
| The Symbol API in Apache MXNet is an interface for symbolic programming. It features the use of computational graphs, reduced memory usage, and pre-use function optimization. |
| |
| |
| Example |
| ------- |
| |
| The following example shows how you might build a simple expression with the Symbol API. |
| |
| .. code-block:: python |
| |
| import mxnet as mx |
| # Two placeholers are created with mx.sym.variable |
| a = mx.sym.Variable('a') |
| b = mx.sym.Variable('b') |
| # The symbol is constructed using the '+' operator |
| c = a + b |
| (a, b, c) |
| |
| |
| Symbol Package |
| -------------- |
| |
| .. container:: cards |
| |
| .. card:: |
| :title: Symbol |
| :link: symbol.html |
| |
| Symbolic programming using the Symbol API. |
| |
| .. toctree:: |
| :hidden: |
| :maxdepth: 2 |
| :glob: |
| |
| symbol |
| */index |