Upload torch.compile benchmarks.csv

torch.compile benchmarks.csv

@@ -1,14 +1,35 @@
-,,A100 (batch size 1),,A100 (batch size 4),,A100 (batch size 16),
-task,model,with torch.compile,without torch.compile,with torch.compile,without torch.compile,with torch.compile,without torch.compile
-image classification,ViT,7.584,9.325,14.499,14.832,40.01,40.944
-image classification,BeiT,8.448,11.282,13.048,13.205,41.048,41.854
-image classification,ConvNeXT,10.208,10.41,21.631,22.94,75.561,82.258
-image classification,ResNet,4.124,6.531,4.268,6.657,5.024,7.018
-object detection,DETR,19.04,34.619,32.418,48.657,161.902,164.382
-object detection,OwlViT,18.42,24.978,,,,
-object detection,Resnet-101,18.197,36.276,44.998,68.101,155.021,232.887
-object detection,Conditional-DETR,17.993,31.219,35.552,56.47,124.032,180.491
-image segmentation,Segformer,10.5,11.759,16.476,18.838,31.144,37.005
-image segmentation,Mask2former,49.117,60.188,61.781,74.277,154.814,178.945
-image segmentation,Maskformer,59.487,75.764,159.116,180.7,579.826,638.57
-image segmentation,MobileNet,3.974,8.583,8.515,14.174,30.31,51.693
+task,model,GPU,batch size,with torch.compile,without torch.compile
+image classification,ViT,A100,1,7.584,9.325
+image classification,BeiT,A100,1,8.448,11.282
+image classification,ConvNeXT,A100,1,10.208,10.41
+image classification,ResNet,A100,1,4.124,6.531
+object detection,DETR,A100,1,19.04,34.619
+object detection,OwlViT,A100,1,18.42,24.978
+object detection,Resnet-101,A100,1,18.197,36.276
+object detection,Conditional-DETR,A100,1,17.993,31.219
+image segmentation,Segformer,A100,1,10.5,11.759
+image segmentation,Mask2former,A100,1,49.117,60.188
+image segmentation,Maskformer,A100,1,59.487,75.764
+image segmentation,MobileNet,A100,1,3.974,8.583
+image classification,ViT,A100,4,14.499,14.832
+image classification,BeiT,A100,4,13.048,13.205
+image classification,ConvNeXT,A100,4,21.631,22.94
+image classification,ResNet,A100,4,4.268,6.657
+object detection,DETR,A100,4,32.418,48.657
+object detection,Resnet-101,A100,4,44.998,68.101
+object detection,Conditional-DETR,A100,4,35.552,56.47
+image segmentation,Segformer,A100,4,16.476,18.838
+image segmentation,Mask2former,A100,4,61.781,74.277
+image segmentation,Maskformer,A100,4,159.116,180.7
+image segmentation,MobileNet,A100,4,8.515,14.174
+image classification,ViT,A100,16,40.01,40.944
+image classification,BeiT,A100,16,41.048,41.854
+image classification,ConvNeXT,A100,16,75.561,82.258
+image classification,ResNet,A100,16,5.024,7.018
+object detection,DETR,A100,16,161.902,164.382
+object detection,Resnet-101,A100,16,155.021,232.887
+object detection,Conditional-DETR,A100,16,124.032,180.491
+image segmentation,Segformer,A100,16,31.144,37.005
+image segmentation,Mask2former,A100,16,154.814,178.945
+image segmentation,Maskformer,A100,16,579.826,638.57
+image segmentation,MobileNet,A100,16,30.31,51.693