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@ricardoV94 ricardoV94 commented Jan 29, 2021

This PR adds two tests for subtle issues related to this bug in tt.switch: pymc-devs/pytensor#270

The tests are being added because these two bugs (#4389 and #4417) were rather surprising and difficult to debug. The tests fail before #4444 and pass afterwards.

I have included them in test_model::TestValueGradFunction because it seemed to be the most conceptually close block. For e.g.: https://github.com/pymc-devs/pymc3/blob/03d7af5b6dd5ad99ab2f3bd8ca7987a744dbef46/pymc3/tests/test_model.py#L338

Closes #4417

@ricardoV94 ricardoV94 changed the title Add tests for edge cases Add tests for tt.switch related bugs Jan 29, 2021
@twiecki twiecki merged commit 2d3ec8f into pymc-devs:master Jan 29, 2021
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twiecki commented Jan 29, 2021

Thanks @ricardoV94 !

@ricardoV94 ricardoV94 deleted the test_switch_broadcasting_bugs branch January 29, 2021 16:32
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pm.Bound and TruncatedNormal generate wrong gradients
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