| # 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. |
| |
| require(mxnet) |
| |
| data <- mx.symbol.Variable('data') |
| net1 <- mx.symbol.FullyConnected(data = data, name = 'fc1', num_hidden = 10) |
| net1 <- mx.symbol.FullyConnected(data = net1, name = 'fc2', num_hidden = 100) |
| |
| all.equal(arguments(net1), c('data', 'fc1_weight', 'fc1_bias', 'fc2_weight', 'fc2_bias')) |
| |
| net2 <- mx.symbol.FullyConnected(name = 'fc3', num_hidden = 10) |
| net2 <- mx.symbol.Activation(data = net2, act_type = 'relu') |
| net2 <- mx.symbol.FullyConnected(data = net2, name = 'fc4', num_hidden = 20) |
| |
| composed <- mx.apply(net2, fc3_data = net1, name = 'composed') |
