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Mova school The school on the CPU and on the GPU

Mova runs in two modes. CPU only is the reference: exact, and what the school run shows. GPU enhanced (MOVA_EXEC=gpu) reads the lessons and the tests with the GPU parser instead of the CPU one, an approximant; the student itself, its memory and its choices, is the same code. Here both modes take the same courses, test by test.

The two parsers draw some trees differently, so the student reads some sentences into other frames and chooses another option there. «Same choice» counts the tests where both modes chose the same option, right or wrong. The GPU run is for training and bulk measurements; scores on the site come from the CPU. CPU run: 2026-10-22, commit 249ff72f1; GPU run: 2026-10-22, commit 249ff72f1.

By course

coursetestsright, CPUright, GPUdifferencesame choicetime, CPUtime, GPU
Adult life68935.4%35.3%-182.3%6 s10 s
AI33140.8%41.4%+289.4%3 s7 s
Arts47736.3%38.4%+1087.2%3 s7 s
Biology458149.1%49.6%+2378.9%51 s65 s
Books2431630.5%31.0%+12367.9%1263 s1630 s
Chemistry39250.5%50.8%+181.6%6 s6 s
Chinese street35339.9%41.6%+674.8%4 s5 s
English66630.8%34.4%+2478.8%6 s9 s
Euphemisms52139.2%38.6%-390.4%4 s7 s
Everyday721146.8%46.1%-5679.8%77 s115 s
French46838.0%37.6%-285.0%5 s5 s
Geography69946.4%46.5%+184.8%5 s8 s
History96044.4%45.4%+1085.1%7 s10 s
Language60236.0%36.5%+379.7%5 s8 s
Medicine85842.2%44.5%+2088.6%5 s8 s
Money46937.7%37.7%+085.7%4 s7 s
Myths38946.0%48.1%+885.9%3 s6 s
Physics48351.1%49.3%-987.4%4 s6 s
Politics47541.1%44.2%+1581.7%4 s7 s
Reflection34043.5%41.2%-886.8%4 s6 s
Religion ethics114143.4%43.8%+581.2%10 s13 s
Space35742.6%44.5%+783.8%3 s4 s
Technology48156.3%57.2%+489.0%5 s7 s
Ukrainian street35737.3%37.5%+180.4%3 s5 s
World201942.1%42.5%+984.2%9 s14 s

How the modes are built and gated: GPU execution.

This page in Markdown → https://md.mova.elamur.ai/free/en/school-run/gpu/