pytorch-nightly.csv

task,model,GPU,batch size,with torch.compile,without torch.compile
image classification,BeiT,A100,unbatched,6.954,12.462
image classification,BeiT,A100,4,12.851,14.109
image classification,BeiT,A100,16,42.147,42.179
object detection,DETR,A100,unbatched,15.221,30.484
object detection,DETR,A100,4,30.942,46.816
object detection,DETR,A100,16,163.706,163.749
image classification,BeiT,T4,unbatched,14.052,14.408
image classification,BeiT,T4,4,46.604,47.381
image classification,BeiT,T4,16,42.147,42.179
object detection,DETR,T4,unbatched,53.481,68.382
object detection,DETR,T4,4,204.785,269.615
object detection,DETR,T4,16,OOM,OOM
image classification,BeiT,V100,unbatched,7.926,13.477
image classification,BeiT,V100,4,14.378,15.103
image classification,BeiT,V100,16,51.691,52.517
object detection,DETR,V100,unbatched,19.077,28.706
object detection,DETR,V100,4,62.949,88.402
object detection,DETR,V100,16,OOM,OOM