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[NNVM][TENSORFLOW] bug fix on bilinear and resize op integration in frontend. #1440

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merged 3 commits into from
Jul 18, 2018

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srkreddy1238
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* strengthen the testcases with random data.

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@srkreddy1238 srkreddy1238 force-pushed the master branch 5 times, most recently from 65009f3 to 924925e Compare July 17, 2018 02:56
…ation to frontend.

	* strengthen the testcases with random data.
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@masahi @Huyuwei pls help to review.

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masahi commented Jul 17, 2018

what was the bug?

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align_corners check was flipped.
Pixel calculation was simplified to reduce compute.

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masahi commented Jul 18, 2018

do you have a test cast that fails without this PR?

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@masahi I found the flag flip issue while checking with tensorflow result (which is a new testcase now with front end integration).

earlier the comparison was with python implementation which also had the flag flip.

The new tensorflow test case should be good enough now

from PIL import Image
img_array = np.random.uniform(size=(1, 600, 600, 3)).astype("uint8")
img = Image.frombuffer('RGB', (600, 600), img_array.tostring(), 'raw', 'RGB', 0, 1)
img.save('tf_test.jpg');
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not sure why you need to save an image, but shouldn't this be deleted after test is done?
Or it may be better to use temporary file here.

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@masahi used temp for image. Please review now.

@tqchen tqchen merged commit 9ed5264 into apache:master Jul 18, 2018
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tqchen commented Jul 18, 2018

Thanks @srkreddy1238 @masahi , this is merged

tqchen pushed a commit to tqchen/tvm that referenced this pull request Aug 4, 2018
sergei-mironov pushed a commit to sergei-mironov/tvm that referenced this pull request Aug 8, 2018
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3 participants