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A100 · 34 rows

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train · 34 rows

task stringclasses 3 values	model stringlengths 3 16	GPU stringclasses 1 value	batch size int64 1 16	with torch.compile float64 3.97 580	without torch.compile float64 6.53 639
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

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