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fwumious_wabbit
Fwumious Wabbit, fast on-line machine learning toolkit written in Rust
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Implementation of (non-nightly) SIMD on FFM
#117
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ggaspersic
closed
12 months ago
ggaspersic
commented
1 year ago
SIMD operations added to FFM where we do not need the nightly build.
The biggest trick here is the additional unrolling of the loops, which gives us in total a roughly 15 % reduction on CPU & latency.
If we use SIMD vectors larger than 4 fields we start to get accuracy issues (hence the additional loop unrolling)