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optimize external_i, seasonality, and vaccination_rate functions with jax.jit #245

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arik-shurygin opened this issue Aug 28, 2024 · 2 comments
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enhancement New feature or request

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@arik-shurygin
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reduce their reliance on external parameters, try to completely isolate the functions to only take inputs and not rely on self, test this out to see if it reduces the runtime of fitting.

This should be done in conjunction with #231 as a part of performance improvement push

@arik-shurygin arik-shurygin changed the title optimize external_i, seasonality, and vaccination_rate functions for jax.JIT optimize external_i, seasonality, and vaccination_rate functions with jax.JIT Aug 28, 2024
@arik-shurygin arik-shurygin changed the title optimize external_i, seasonality, and vaccination_rate functions with jax.JIT optimize external_i, seasonality, and vaccination_rate functions with jax.jit Aug 28, 2024
@SamuelBrand1
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Hows this going?

@arik-shurygin
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Hows this going?

being explored here: https://github.com/CDCgov/DynODE/tree/gpu-optim

@arik-shurygin arik-shurygin added the enhancement New feature or request label Oct 17, 2024
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