Inference Latency and Convergence Analysis on AR GRU T = 10,000
96Total Time to Convergence (ms)Sequential
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SequentialEvaluation Type=Sequential2024.07 | 96 | — | — | |
| Quasi-ELKEvaluation Type=Parallelized, Approximation=Quasi (diagonal)2024.07 | 221 | 0.141 | 1,566 | |
| ELKEvaluation Type=Parallelized, Implementation=dynamax package [27]2024.07 | 619 | 3.6 | 172 | |
| Quasi-DEEREvaluation Type=Parallelized, Approximation=Quasi (diagonal)2024.07 | 642 | 0.087 | 7,383 | |
| DEEREvaluation Type=Parallelized2024.07 | 1,255 | 0.282 | 4,449 |