| """Create a Multiple output configuration. |
| |
| This example shows how to create a multiple output configuration. |
| """ |
| 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 |
