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pyimport TensorFlow 1.14 hangs forever on Julia 1.4 #762

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kailaix opened this issue Apr 9, 2020 · 1 comment
Open

pyimport TensorFlow 1.14 hangs forever on Julia 1.4 #762

kailaix opened this issue Apr 9, 2020 · 1 comment

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@kailaix
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kailaix commented Apr 9, 2020 •
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I have a legacy code which calls Tensorflow 1.14.

pip install tensorflow==1.14

Recently after I upgrade to Julia 1.4, pyimport hangs forever

using PyCall
pyimport("tensorflow")

My OS version is MacOS 10.15.3.
The problem goes away when I use TensorFlow 2. But I prefer to stick to TensorFlow 1.14 because of a lot existing code development. Is there any quick workaround? Thanks in advance!
@stevengj
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stevengj commented Apr 9, 2020

Not sure, maybe it is a shared library conflict? e.g. TensorFlow 1.14 is using an incompatible version of LLVM or something?

(Shared-library conflicts usually cause a crash, but I suppose it could cause a hang as well.)

@stevengj stevengj changed the title pyimport hangs forever on Julia 1.4 pyimport TensorFlow 1.14 hangs forever on Julia 1.4 Apr 9, 2020
@kailaix kailaix mentioned this issue Dec 11, 2020
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@stevengj @kailaix