| # 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. |
| |
| """Create a Multiple output configuration. |
| |
| This example shows how to create a multiple output configuration. |
| """ |
| from __future__ import print_function |
| import mxnet as mx |
| |
| net = mx.symbol.Variable('data') |
| fc1 = mx.symbol.FullyConnected(data=net, name='fc1', num_hidden=128) |
| net = mx.symbol.Activation(data=fc1, name='relu1', act_type="relu") |
| net = mx.symbol.FullyConnected(data=net, name='fc2', num_hidden=64) |
| out = mx.symbol.SoftmaxOutput(data=net, name='softmax') |
| # group fc1 and out together |
| group = mx.symbol.Group([fc1, out]) |
| print(group.list_outputs()) |
| |
| # You can go ahead and bind on the group |
| # executor = group.simple_bind(data=data_shape) |
| # executor.forward() |
| # executor.output[0] will be value of fc1 |
| # executor.output[1] will be value of softmax |
