optima2005 commented on a change in pull request #4484: [FRONTEND][TF]
conv2d_transpose 'SAME' support kernel more than 1x1
URL: https://github.com/apache/incubator-tvm/pull/4484#discussion_r360629166
##########
File path: tests/python/frontend/tensorflow/test_forward.py
##########
@@ -388,10 +401,23 @@ def test_forward_convolution():
_test_convolution('depthwise', [4, 17, 17, 12], [3, 3, 12, 2], [1, 1], [2,
2], 'VALID', 'NHWC')
_test_convolution('conv_transpose', [4, 8, 8, 32], [1, 1, 176, 32], [1,
1], [1, 1], 'SAME',
'NHWC', [4, 8, 8, 176])
+ _test_convolution('conv_transpose', [4, 8, 8, 32], [2, 2, 176, 32], [1,
1], [1, 1], 'SAME',
+ 'NHWC', [4, 8, 8, 176])
+ _test_convolution('conv_transpose', [4, 8, 8, 32], [2, 2, 176, 32], [1,
1], [2, 2], 'SAME',
+ 'NHWC', [4, 15, 15, 176])
+ _test_convolution('conv_transpose', [4, 8, 8, 32], [3, 3, 176, 32], [1,
1], [1, 1], 'SAME',
+ 'NHWC', [4, 8, 8, 176])
+ _test_convolution('conv_transpose', [4, 8, 8, 32], [3, 3, 176, 32], [1,
1], [2, 2], 'SAME',
+ 'NHWC', [4, 15, 15, 176])
+ # cuda target not working
+ #_test_convolution('conv_transpose', [4, 8, 8, 32], [3, 3, 176, 32], [1,
1], [2, 2], 'SAME',
Review comment:
The case failed due to the "Cannot prove" error when compiling the module.
see #4470. It seems there is no fix for it yet.
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