sxjscience commented on a change in pull request #7264: gluon conv rnns
URL: https://github.com/apache/incubator-mxnet/pull/7264#discussion_r130318613
##########
File path: tests/python/unittest/test_gluon_rnn.py
##########
@@ -192,6 +196,59 @@ def test_rnn_cells():
net.add(gluon.rnn.GRUCell(100, input_size=100))
check_rnn_forward(net, mx.nd.ones((8, 3, 200)))
+ net = gluon.rnn.SequentialRNNCell()
+ net.add(gluon.rnn.ConvLSTMCell(100, input_shape=(200, 5, 7)))
+ net.add(gluon.rnn.ConvRNNCell(100, input_shape=(100, 5, 7)))
+ net.add(gluon.rnn.ConvGRUCell(100, input_shape=(100, 5, 7)))
+ check_rnn_forward(net, mx.nd.ones((8, 3, 200, 5, 7)))
+
+
+def test_convrnn():
+ cell = gluon.rnn.ConvRNNCell(hidden_size=10, input_shape=(3, 16, 10),
+ h2h_kernel=(3, 3), h2h_dilate=(1, 1),
+ i2h_kernel=(3, 3), i2h_stride=(1, 1),
+ i2h_pad=(1, 1), i2h_dilate=(1, 1),
+ prefix='rnn_')
Review comment:
I find that the `conv_layout` has not been tested. It would be safer to test
it.
----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on GitHub and use the
URL above to go to the specific comment.
For queries about this service, please contact Infrastructure at:
us...@infra.apache.org
With regards,
Apache Git Services
