electriclilies opened a new issue #6237:
URL: https://github.com/apache/incubator-tvm/issues/6237
The relay reshape function produces incorrect results. For scale factors
other than 2, the output of relay.resize does not match the testing function.
The test I changed:
`--- a/tests/python/relay/test_op_level5.py
+++ b/tests/python/relay/test_op_level5.py
@@ -66,7 +66,7 @@ def test_resize():
tvm.testing.assert_allclose(op_res.asnumpy(), ref_res,
rtol=1e-4, atol=1e-6)
for method in ["bilinear", "nearest_neighbor"]:
for layout in ["NHWC", "NCHW"]:
- verify_resize((1, 4, 4, 4), 2, method, layout)
+ verify_resize((1, 4, 4, 4), 7, method, layout)`
In this particular case, we get this error:
` AssertionError:
Not equal to tolerance rtol=0.0001, atol=1e-06
Mismatched elements: 832 / 3136 (26.5%)
Max absolute difference: 0.8489792
Max relative difference: 711.5619
x: array([[[[0.507647, 0.792792, 0.245963, 0.439271],
[0.507647, 0.792792, 0.245963, 0.439271],
[0.507647, 0.792792, 0.245963, 0.439271],...
y: array([[[[0.507647, 0.792792, 0.245963, 0.439271],
[0.507647, 0.792792, 0.245963, 0.439271],
[0.507647, 0.792792, 0.245963, 0.439271],...
`
cc @mbrookhart
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