yongwww commented on a change in pull request #4300:
[Relay][Frontend][Tensorflow]Add conv2d_transpose
URL: https://github.com/apache/incubator-tvm/pull/4300#discussion_r345487638
##########
File path: tests/python/frontend/tensorflow/test_forward.py
##########
@@ -349,6 +361,14 @@ def test_forward_convolution():
_test_convolution('depthwise', [4, 124, 17, 17], [1, 1, 124, 1], [1,
1], [1, 1], 'SAME', 'NCHW')
_test_convolution('depthwise', [4, 12, 17, 17], [3, 3, 12, 1], [1, 1],
[2, 2], 'VALID', 'NCHW')
_test_convolution('depthwise', [4, 12, 17, 17], [3, 3, 12, 2], [1, 1],
[2, 2], 'VALID', 'NCHW')
+ _test_convolution('conv_transpose', [4, 32, 8, 8], [1, 1, 176, 32],
[1, 1], [1, 1], 'SAME',
Review comment:
yeah, if the layout is NCHW, the nn.conv2d_transpose should work well. If
layout is NHWC, then we can consider transforming the layout to NCHW to be
compatible with nn.conv2d_transpose
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