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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2020/08/18 19:54:36 UTC

[GitHub] [incubator-tvm] mbrookhart commented on a change in pull request #6298: [BUG_FIX] Fix resize test

mbrookhart commented on a change in pull request #6298:
URL: https://github.com/apache/incubator-tvm/pull/6298#discussion_r472442117



##########
File path: tests/python/relay/test_op_level5.py
##########
@@ -67,6 +69,7 @@ def verify_resize(dshape, scale, method, layout):
     for method in ["bilinear", "nearest_neighbor"]:
         for layout in ["NHWC", "NCHW"]:
             verify_resize((1, 4, 4, 4), 2, method, layout)
+            verify_resize((2, 8, 17, 20), 2, method, layout)

Review comment:
       Can we also add a test case with a different scale?

##########
File path: python/tvm/topi/image/resize.py
##########
@@ -529,8 +529,12 @@ def resize(data, size, layout="NCHW", method="bilinear",
         or [batch, in_height*scale, in_width*scale, channel]
         or 5-D with shape [batch, channel-major, in_height*scale, in_width*scale, channel-minor]
     """
-
     method = method.lower()
+    if ((method == "nearest_neighbor" and coordinate_transformation_mode == "align_corners") or 
+            (method == "bilinear" and coordinate_transformation_mode != "align_corners")):
+        raise ValueError('Topi Resize does not support the combination of method %s ' \
+                         'and coordinate_transformation_mode %s' %
+                         (method, coordinate_transformation_mode))

Review comment:
       @masahi any restrictions on bicubic?




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