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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