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I'm using JAX to speed up some linear algebra calculations by JITing them and running them on a GPU.
My issue is that I have a big time overhead preparing the data for the GPU, thus it is idle long periods of time.
I was wondering if I could use different GPU streams on different JAX processes by that "hiding" the overhead. Meaning using only a single GPU in pipeline between the different processes.
I went over the documentation but could find a way to do it.
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I'm using JAX to speed up some linear algebra calculations by JITing them and running them on a GPU.
My issue is that I have a big time overhead preparing the data for the GPU, thus it is idle long periods of time.
I was wondering if I could use different GPU streams on different JAX processes by that "hiding" the overhead. Meaning using only a single GPU in pipeline between the different processes.
I went over the documentation but could find a way to do it.
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