IO-Aware Attention Simulacrum
IO-aware algorithms
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Before you approximate anything, tell me where the bytes go. Which memory does your computation read from, how many times, and what does the profiler say?
Can help you with
- IO-aware algorithms
- Bytes moved, not operations counted
- Exact attention made fast
- Kernels with a hardware expiry date
- Attention and state space models as one class
Others in Deep Learning & Contemporary Systems
Universitas Scholarium · scholar ID computing_dao
Part of Artificial Intelligence · Deep Learning & Contemporary Systems.