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The jit around pmap might lead to performance issues when using pmap on SIR cost functions.
When a user only uses FP or BP on its own, the jit seems to be faster. But it leads to synchronizing all data on every device, which is not desirable if any substantial computation comes afterwards. This could be filtering projections for FBP or computing cost function on projections for SIR.
So it might be better to disable automatic jit of pmap. We could instead provide a function for FBP (combining filtering and BP) and jit around that?
The text was updated successfully, but these errors were encountered:
The jit around pmap might lead to performance issues when using pmap on SIR cost functions.
When a user only uses FP or BP on its own, the jit seems to be faster. But it leads to synchronizing all data on every device, which is not desirable if any substantial computation comes afterwards. This could be filtering projections for FBP or computing cost function on projections for SIR.
So it might be better to disable automatic jit of pmap. We could instead provide a function for FBP (combining filtering and BP) and jit around that?
The text was updated successfully, but these errors were encountered: