mod-arithmetic / RESULTS.md
mikelou's picture
Add faster compact NeuralHorner v8 prototype
efe8193 verified
|
Raw
History Blame Contribute Delete
989 Bytes

Optimization results

Variant Checkpoint Schedule Tier 6 accuracy Tier 6 time (MPS)
Published v8 1,887,610 B reduce a + reduce b + multiply 100/100 27.02 s
Compact weights 948,196 B reduce a + reduce b + multiply 100/100, identical outputs 34.59 s*
Compact + short schedule 948,196 B reduce a + multiply by streaming b 100/100, identical outputs 20.45-21.31 s
Compact + short schedule + static-channel reuse 948,196 B reduce a + multiply by streaming b 100/100 19.07 s

* This single MPS timing is noisy and does not imply bfloat16 storage makes inference slower. The compact tensors are loaded back into fp32 parameters; storage precision affects artifact size, not the execution dtype.

The short-schedule variant also scored 100/100 on each public Tier 1 through 7 (700/700 total) and passed the official static checker. Full Tier 8-10 and held-out adversarial validation remain release blockers.