Symbolic music generation on SOD (test)
0.474Mean NLLREMI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| REMIGPU mem.(GB)=19.90, Time(s) / iter.=0.461, Token Len.=6,638(±7,518)2024.08 | 0.474 | 0.229 | 0.753 | |
| CP* + NMTGPU mem.(GB)=16.13, Time(s) / iter.=0.2242024.08 | 0.545 | 0.237 | 0.864 | |
| NB-PF + NMTGPU mem.(GB)=16.13, Time(s) / iter.=0.2172024.08 | 0.549 | 0.263 | 0.855 | |
| NB-PF + CAGPU mem.(GB)=14.74, Time(s) / iter.=0.1742024.08 | 0.564 | 0.276 | 0.867 | |
| NB-MF + NMTGPU mem.(GB)=16.14, Time(s) / iter.=0.2152024.08 | 0.567 | 0.246 | 0.906 | |
| NB-PF + SAGPU mem.(GB)=15.67, Time(s) / iter.=0.1812024.08 | 0.574 | 0.287 | 0.902 | |
| NB-PF + RNNGPU mem.(GB)=9.77, Time(s) / iter.=0.1442024.08 | 0.591 | 0.3 | 0.915 | |
| CPGPU mem.(GB)=7.93, Time(s) / iter.=0.119, Token Len.=3,230(±3,480)2024.08 | 0.604 | 0.257 | 0.971 | |
| NB-PF + FFGPU mem.(GB)=8.12, Time(s) / iter.=0.1222024.08 | 0.607 | 0.361 | 0.881 | |
| NB-PF + Par.GPU mem.(GB)=8.30, Time(s) / iter.=0.1202024.08 | 0.632 | 0.565 | 0.913 | |
| NB-MF + Par.GPU mem.(GB)=8.40, Time(s) / iter.=0.123, Token Len.=2,398(±2,764)2024.08 | 0.712 | 0.466 | 1.084 |