device
stringclasses 1
value | GPU
stringclasses 4
values | model
stringclasses 2
values | uncompiled runtime (mean)
float64 4.75
9.41
| uncompiled runtime (std)
float64 0.03
2.11
| compiled runtime (mean)
float64 4.19
9.32
| compiled runtime (std)
float64 0.15
0.63
| compilation time (mean)
float64 0
0.28
| compilation time (std)
float64 0
0.56
|
|---|---|---|---|---|---|---|---|---|
cuda | NVIDIA_L4 | NHITS | 4.894895 | 1.878178 | 4.189359 | 0.60972 | 0.280238 | 0.55905 |
cuda | Quadro_RTX_5000 | NHITS | 4.74836 | 0.367357 | 4.815407 | 0.41627 | 0.212304 | 0.423085 |
cuda | Quadro_RTX_5000 | PatchTST | 9.408916 | 0.028804 | 9.315958 | 0.147411 | 0.000765 | 0.000129 |
cuda | Tesla_T4 | NHITS | 6.244954 | 0.205227 | 6.632345 | 0.630687 | 0.000974 | 0.0002 |
cuda | Tesla_V100-SXM2-16GB | NHITS | 5.261903 | 1.965513 | 4.447261 | 0.582075 | 0.266068 | 0.530638 |
cuda | Tesla_V100-SXM2-16GB | PatchTST | 7.798576 | 2.109303 | 6.971502 | 0.576542 | 0.260688 | 0.519917 |
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