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guillaumekln avatar guillaumekln commented on May 18, 2024

Thanks for reporting. When testing, I found another behavior that should be improved: #127.

Let me know if there are other issues like these. I did not test the device placement thoroughly.

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francoishernandez avatar francoishernandez commented on May 18, 2024

Thanks for the quick fix.
This seems to fix the python case, but not the translate cli though.
(Pulled repo and rebuilt docker image from scratch.)

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guillaumekln avatar guillaumekln commented on May 18, 2024

Right. The API usage is slightly different.

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francoishernandez avatar francoishernandez commented on May 18, 2024

The issue seem to be appearing again on master:

>>> import ctranslate2
>>> translator = ctranslate2.Translator("ende_ctranslate2", device="cuda", device_index=0)
>>> translator.translate_batch([["▁H", "ello", "▁world", "!"]])
[[{'score': -1.736800193786621, 'tokens': ['▁Hallo', '▁Welt', '!']}]]
>>> del translator
>>> translator = ctranslate2.Translator("ende_ctranslate2", device="cuda", device_index=1)
>>> translator.translate_batch([["▁H", "ello", "▁world", "!"]])
[[{'score': -1.736800193786621, 'tokens': ['▁Hallo', '▁Welt', '!']}]]
>>> del translator
terminate called after throwing an instance of 'std::runtime_error'
  what():  /root/ctranslate2-dev/src/primitives/cuda.cu:72: CUDA failed with error invalid resource handle
Aborted (core dumped)

The error does not happen when deleting the object right after building it, without performing any translation.

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guillaumekln avatar guillaumekln commented on May 18, 2024

Thanks. I can reproduce this.

I will look to provide a more robust fix to this issue.

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