Lyken17 commented on pull request #9465:
URL: https://github.com/apache/tvm/pull/9465#issuecomment-966434464


   @vinx13 I've addressed the issue you mentioned and lint the file. 
   
   The code should be ready to merge and feel free to point out if there is any 
placed needed to be updated.
   
   For test cases, 
https://github.com/apache/tvm/blob/main/tests/python/relay/test_op_level2.py, I 
am afraid that tests may not be able to added yet. The shape check about relay 
is somehow buggy and might be related with 
https://github.com/apache/tvm/pull/9336 to fix.
   
   Currently 
   
   ```python
   n, h, w, c = te.size_var("n"), 10, 10, 12
   g = 4
   x = relay.var("x", relay.TensorType((n, h, w, c), "float32"))
   w = relay.var("w", relay.TensorType((12, 16 // g, 5, 5), "float32"))
   y = relay.nn.conv2d_transpose(x, w, output_padding=(1, 1), channels=16, 
groups=g, data_layout="NHWC")
   yy = run_infer_type(y)
   assert yy.checked_type == relay.TensorType((n, 15, 15, 16), "float32"), 
yy.checked_type
   # FAILED 
tests/python/relay/test_op_level2.py::test_conv2d_transpose_infer_type - 
AssertionError: TensorType([{n|n>=0}, 15, 15, 4], float32)
   ```
   


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