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Add caching for host buffers that are bigger than RAM. #6

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tugrul512bit opened this issue May 19, 2023 · 0 comments
Open

Add caching for host buffers that are bigger than RAM. #6

tugrul512bit opened this issue May 19, 2023 · 0 comments
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enhancement New feature or request

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tugrul512bit commented May 19, 2023

Backing store: SSD with 3GB/s bandwidth, serialized access from all threads.

L2: combined VRAMs of devices, with PCIE bandwidth (so quad titans can make good cache layer) but high latency, LRU.

L1: RAM that has 60+ GB/s for DDR5 (even more if data fits into CPU cache), direct-mapped.

This works only for dynamic-load balancing with static chunk size and atomic signaling from kernel on only RAM-sharing devices or normal devices with periodic buffer copies to express memory region request within kernel and only for opencl 2.x.

@tugrul512bit tugrul512bit added the enhancement New feature or request label May 19, 2023
@tugrul512bit tugrul512bit self-assigned this May 19, 2023
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