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ResearchFormerly WizWand

Symbolic music generation on SOD (test)

0.474Mean NLLREMI
0.464480.528740.5930.65726Aug 2, 2024
Updated 7mo ago

Evaluation results

MethodLinks
REMIGPU mem.(GB)=19.90, Time(s) / iter.=0.461, Token Len.=6,638(±7,518)2024.080.4740.2290.753
CP* + NMTGPU mem.(GB)=16.13, Time(s) / iter.=0.2242024.080.5450.2370.864
NB-PF + NMTGPU mem.(GB)=16.13, Time(s) / iter.=0.2172024.080.5490.2630.855
NB-PF + CAGPU mem.(GB)=14.74, Time(s) / iter.=0.1742024.080.5640.2760.867
NB-MF + NMTGPU mem.(GB)=16.14, Time(s) / iter.=0.2152024.080.5670.2460.906
NB-PF + SAGPU mem.(GB)=15.67, Time(s) / iter.=0.1812024.080.5740.2870.902
NB-PF + RNNGPU mem.(GB)=9.77, Time(s) / iter.=0.1442024.080.5910.30.915
CPGPU mem.(GB)=7.93, Time(s) / iter.=0.119, Token Len.=3,230(±3,480)2024.080.6040.2570.971
NB-PF + FFGPU mem.(GB)=8.12, Time(s) / iter.=0.1222024.080.6070.3610.881
NB-PF + Par.GPU mem.(GB)=8.30, Time(s) / iter.=0.1202024.080.6320.5650.913
NB-MF + Par.GPU mem.(GB)=8.40, Time(s) / iter.=0.123, Token Len.=2,398(±2,764)2024.080.7120.4661.084