imagining syntax

← burst_v1

f14_d25_p600

done · peak unseen_mismatch 87.3

Referenced by

α schedule

α 1.4 ×450 α 1.0 ×150 α 1.4 ×450 α 1.0 ×150

direction
mixed
α range
1.0–1.4
stages
4

Figures

schedule.png
schedule.png
trajectory.png
trajectory.png

Results

accuracy by training iteration, mean ± sd over seeds · schedule ends at α = 1.0

seen_* probed at reference α = 1.4 · unseen_* = held-out pairings, uniform (α-independent) · 1000 pairs per condition

iterationseen_matchseen_mismatchunseen_matchunseen_mismatch
150 52.8 ± 3.649.1 ± 1.952.6 ± 3.647.6 ± 3.0
300 84.8 ± 22.645.2 ± 19.584.4 ± 22.945.3 ± 19.0
450 100.0 ± 0.036.1 ± 30.8100.0 ± 0.036.9 ± 30.6
600 100.0 ± 0.057.3 ± 31.9100.0 ± 0.056.8 ± 31.4
750 100.0 ± 0.067.5 ± 28.8100.0 ± 0.067.0 ± 29.1
900 99.9 ± 0.380.3 ± 31.2100.0 ± 0.080.4 ± 31.1
1050 99.7 ± 0.686.7 ± 19.899.7 ± 0.685.9 ± 19.2
1200 100.0 ± 0.088.2 ± 14.7100.0 ± 0.087.3 ± 15.2

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