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Optimize model writing and loading during prediction #2368

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blythed opened this issue Aug 2, 2024 · 0 comments · Fixed by #2385
Closed

Optimize model writing and loading during prediction #2368

blythed opened this issue Aug 2, 2024 · 0 comments · Fixed by #2385

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@blythed
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blythed commented Aug 2, 2024

We should have separate processes writing model outputs, while other processes are loading data and predicting.
This is particularly obvious when the inputs and outputs are large (order of magnitude of work in I/O comparable to prediction).

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