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Improve training parallelization #800

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ClemDoum opened this issue May 13, 2019 · 0 comments
Open

Improve training parallelization #800

ClemDoum opened this issue May 13, 2019 · 0 comments
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@ClemDoum @adrienball
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enhancement

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@ClemDoum
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Current behavior

Currently the LogRegIntentClassifier uses all the CPU on the machine it's training while the ProbabilisticIntentClassifier trains it's CRFSlotFillers sequentially.

Expected behavior

Ideally:

  • the CRFSlotFiller training should be parallelized
  • the number of jobs for the intent classification and the slot filling should be configurable
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@ClemDoum ClemDoum

@adrienball adrienball

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@ClemDoum @adrienball