Fix low cpu mem usage tests #30808
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Fix low cpu mem usage tests #30808
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ArthurZucker
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May 20, 2024
ydshieh
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In this PR, I fixed the common tests. The issue was that the tests were not designed correctly ( device placement issue ). As for the failing test on UdopModel, this is an issue on the modeling code. With my fix, we can load UdopModel with low_cpu_mem_usage=True. So it's more an issue on transformers. |
itazap
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May 24, 2024
* Fix tests * fix udop failing test * remove skip * style
itazap
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* Fix tests * fix udop failing test * remove skip * style
zucchini-nlp
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* Fix tests * fix udop failing test * remove skip * style
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What does this PR do ?
This PR fixes the common tests about
low_cpu_mem_usage(covered in accelerate_tests). The issue that we had was that we moved one of the model to cuda while the other was on cpu. Hence, we get an error while trying to compare those two models. After fixing the issue on the tests, the only failing model is UdopModel that I fixed (we need to tie the weights in_tie_weights. Otherwise, it won't work withlow_cpu_mem_usage)See the run here with most of the tests passing
Furthermore, I'm running accelerate tests on every model to see if we still have failing tests + check if there are any failing tests for model parallelism, cpu_offload, disk_offload.
The other failing tests are fixed here. @ydshieh for viz