| model_family,model_variant,resolution,xla,accelerator,flop (giga),params (million),throughput (samples/sec) | |
| MLP-Mixer,mixer_l16,224,True,a100,44.6,208.2,516.6 | |
| MLP-Mixer,mixer_l16,224,False,a100,44.6,208.2,540.72 | |
| MLP-Mixer,mixer_b32,224,True,a100,3.24,60.29,1539.56 | |
| MLP-Mixer,mixer_b32,224,False,a100,3.24,60.29,879.1 | |
| MLP-Mixer,mixer_b16,224,True,a100,12.62,59.88,1206.3 | |
| MLP-Mixer,mixer_b16,224,False,a100,12.62,59.88,1196.34 | |
| Swin,swin_s3_base_224,224,True,a100,13.76,71.13,432.46 | |
| Swin,swin_s3_base_224,224,False,a100,13.76,71.13,31.67 | |
| Swin,swin_s3_small_224,224,True,a100,9.49,49.74,610.85 | |
| Swin,swin_s3_small_224,224,False,a100,9.49,49.74,41.2 | |
| Swin,swin_s3_tiny_224,224,True,a100,4.66,28.33,1016.98 | |
| Swin,swin_s3_tiny_224,224,False,a100,4.66,28.33,155.36 | |
| Swin,swin_large_patch4_window7_224,224,True,a100,34.59,196.53,364.69 | |
| Swin,swin_large_patch4_window7_224,224,False,a100,34.59,196.53,74.27 | |
| Swin,swin_base_patch4_window7_224,224,True,a100,15.51,87.77,506.87 | |
| Swin,swin_base_patch4_window7_224,224,False,a100,15.51,87.77,51.77 | |
| Swin,swin_small_patch4_window7_224,224,True,a100,8.8,49.61,612.98 | |
| Swin,swin_small_patch4_window7_224,224,False,a100,8.8,49.61,89.24 | |
| Swin,swin_tiny_patch4_window7_224,224,True,a100,4.53,28.29,1022.69 | |
| Swin,swin_tiny_patch4_window7_224,224,False,a100,4.53,28.29,156.95 | |
| DeiT,deit_base_distilled_patch16_384,384,True,a100,55.84,87.63,298.84 | |
| DeiT,deit_base_distilled_patch16_384,384,False,a100,55.84,87.63,116.22 | |
| DeiT,deit_base_patch16_384,384,True,a100,55.73,86.86,297.58 | |
| DeiT,deit_base_patch16_384,384,False,a100,55.73,86.86,106.13 | |
| DeiT,deit_base_distilled_patch16_224,224,True,a100,17.71,87.34,813.19 | |
| DeiT,deit_base_distilled_patch16_224,224,False,a100,17.71,87.34,170.72 | |
| DeiT,deit_base_patch16_224,224,True,a100,17.61,86.57,802.79 | |
| MLP-Mixer,mixer_l16,224,True,t4,44.6,208.2,32.22 | |
| MLP-Mixer,mixer_l16,224,False,t4,44.6,208.2,33.68 | |
| DeiT,deit_base_patch16_224,224,False,a100,17.61,86.57,174.54 | |
| MLP-Mixer,mixer_b32,224,True,t4,3.24,60.29,334.84 | |
| DeiT,deit_small_distilled_patch16_224,224,True,a100,4.65,22.44,1146.47 | |
| MLP-Mixer,mixer_b32,224,False,t4,3.24,60.29,331.44 | |
| MLP-Mixer,mixer_b16,224,True,t4,12.62,59.88,118.07 | |
| DeiT,deit_small_distilled_patch16_224,224,False,a100,4.65,22.44,183.41 | |
| MLP-Mixer,mixer_b16,224,False,t4,12.62,59.88,127.56 | |
| DeiT,deit_small_patch16_224,224,True,a100,4.62,22.05,1163.27 | |
| Swin,swin_s3_base_224,224,True,t4,13.76,71.13,81.23 | |
| DeiT,deit_small_patch16_224,224,False,a100,4.62,22.05,193.17 | |
| DeiT,deit_tiny_distilled_patch16_224,224,True,a100,1.27,5.91,1123.6 | |
| Swin,swin_s3_base_224,224,False,t4,13.76,71.13,39.29 | |
| DeiT,deit_tiny_distilled_patch16_224,224,False,a100,1.27,5.91,188.82 | |
| DeiT,deit_tiny_patch16_224,224,True,a100,1.27,5.72,1133.35 | |
| MLP-Mixer,mixer_l16,224,True,v100,44.6,208.2,124.47 | |
| Swin,swin_s3_small_224,224,True,t4,9.49,49.74,109.95 | |
| MLP-Mixer,mixer_l16,224,False,v100,44.6,208.2,122.68 | |
| DeiT,deit_tiny_patch16_224,224,False,a100,1.27,5.72,192.04 | |
| MLP-Mixer,mixer_b32,224,True,v100,3.24,60.29,990.69 | |
| Swin,swin_s3_small_224,224,False,t4,9.49,49.74,54.71 | |
| ViT,vit_r50_l32,224,True,a100,19.45,328.99,321.86 | |
| MLP-Mixer,mixer_b32,224,False,v100,3.24,60.29,918.37 | |
| MLP-Mixer,mixer_b16,224,True,v100,12.62,59.88,417.45 | |
| ViT,vit_r50_l32,224,False,a100,19.45,328.99,330.06 | |
| Swin,swin_s3_tiny_224,224,True,t4,4.66,28.33,216.88 | |
| MLP-Mixer,mixer_b16,224,False,v100,12.62,59.88,424.35 | |
| Swin,swin_s3_base_224,224,True,v100,13.76,71.13,235.34 | |
| Swin,swin_s3_tiny_224,224,False,t4,4.66,28.33,100.71 | |
| ViT,vit_r26_s32,224,True,a100,3.54,36.43,417.09 | |
| ViT,vit_r26_s32,224,False,a100,3.54,36.43,721.36 | |
| Swin,swin_large_patch4_window7_224,224,True,t4,34.59,196.53,42.07 | |
| Swin,swin_s3_base_224,224,False,v100,13.76,71.13,52.64 | |
| ViT,vit_l16,224,True,a100,59.7,304.33,320.37 | |
| ViT,vit_l16,224,False,a100,59.7,304.33,320.94 | |
| Swin,swin_large_patch4_window7_224,224,False,t4,34.59,196.53,28.16 | |
| Swin,swin_s3_small_224,224,True,v100,9.49,49.74,320.19 | |
| ViT,vit_b32,224,True,a100,4.37,88.22,658.82 | |
| ViT,vit_b32,224,False,a100,4.37,88.22,1016.32 | |
| Swin,swin_s3_small_224,224,False,v100,9.49,49.74,73.18 | |
| ViT,vit_b16,224,True,a100,16.87,86.57,780.67 | |
| Swin,swin_s3_tiny_224,224,True,v100,4.66,28.33,609.0 | |
| ViT,vit_b16,224,False,a100,16.87,86.57,738.62 | |
| Swin,swin_base_patch4_window7_224,224,True,t4,15.51,87.77,84.23 | |
| ViT,vit_b8,224,True,a100,66.86,86.58,206.09 | |
| Swin,swin_s3_tiny_224,224,False,v100,4.66,28.33,138.42 | |
| Swin,swin_base_patch4_window7_224,224,False,t4,15.51,87.77,44.89 | |
| ViT,vit_b8,224,False,a100,66.86,86.58,207.47 | |
| Swin,swin_large_patch4_window7_224,224,True,v100,34.59,196.53,141.56 | |
| ViT,vit_s16,224,True,a100,4.25,22.05,627.14 | |
| Swin,swin_small_patch4_window7_224,224,True,t4,8.8,49.61,137.41 | |
| ViT,vit_s16,224,False,a100,4.25,22.05,1055.06 | |
| Swin,swin_large_patch4_window7_224,224,False,v100,34.59,196.53,52.94 | |
| Swin,swin_small_patch4_window7_224,224,False,t4,8.8,49.61,58.72 | |
| Swin,swin_tiny_patch4_window7_224,224,True,t4,4.53,28.29,233.29 | |
| Swin,swin_tiny_patch4_window7_224,224,False,t4,4.53,28.29,102.79 | |
| Swin,swin_base_patch4_window7_224,224,True,v100,15.51,87.77,261.62 | |
| DeiT,deit_base_distilled_patch16_384,384,True,t4,55.84,87.63,26.05 | |
| Swin,swin_base_patch4_window7_224,224,False,v100,15.51,87.77,67.88 | |
| DeiT,deit_base_distilled_patch16_384,384,False,t4,55.84,87.63,21.22 | |
| Swin,swin_small_patch4_window7_224,224,True,v100,8.8,49.61,386.31 | |
| DeiT,deit_base_patch16_384,384,True,t4,55.73,86.86,26.3 | |
| DeiT,deit_base_patch16_384,384,False,t4,55.73,86.86,21.04 | |
| Swin,swin_small_patch4_window7_224,224,False,v100,8.8,49.61,77.32 | |
| DeiT,deit_base_distilled_patch16_224,224,True,t4,17.71,87.34,85.93 | |
| Swin,swin_tiny_patch4_window7_224,224,True,v100,4.53,28.29,680.97 | |
| DeiT,deit_base_distilled_patch16_224,224,False,t4,17.71,87.34,64.94 | |
| Swin,swin_tiny_patch4_window7_224,224,False,v100,4.53,28.29,137.94 | |
| DeiT,deit_base_patch16_224,224,True,t4,17.61,86.57,84.11 | |
| DeiT,deit_base_distilled_patch16_384,384,True,v100,55.84,87.63,92.43 | |
| DeiT,deit_base_patch16_224,224,False,t4,17.61,86.57,64.82 | |
| DeiT,deit_base_distilled_patch16_384,384,False,v100,55.84,87.63,56.0 | |
| DeiT,deit_small_distilled_patch16_224,224,True,t4,4.65,22.44,275.41 | |
| DeiT,deit_base_patch16_384,384,True,v100,55.73,86.86,91.76 | |
| DeiT,deit_small_distilled_patch16_224,224,False,t4,4.65,22.44,136.06 | |
| DeiT,deit_base_patch16_384,384,False,v100,55.73,86.86,56.25 | |
| DeiT,deit_small_patch16_224,224,True,t4,4.62,22.05,289.19 | |
| DeiT,deit_base_distilled_patch16_224,224,True,v100,17.71,87.34,287.25 | |
| DeiT,deit_small_patch16_224,224,False,t4,4.62,22.05,139.59 | |
| DeiT,deit_base_distilled_patch16_224,224,False,v100,17.71,87.34,114.89 | |
| DeiT,deit_tiny_distilled_patch16_224,224,True,t4,1.27,5.91,738.04 | |
| DeiT,deit_base_patch16_224,224,True,v100,17.61,86.57,288.84 | |
| DeiT,deit_tiny_distilled_patch16_224,224,False,t4,1.27,5.91,153.24 | |
| DeiT,deit_base_patch16_224,224,False,v100,17.61,86.57,119.82 | |
| DeiT,deit_tiny_patch16_224,224,True,t4,1.27,5.72,684.25 | |
| DeiT,deit_small_distilled_patch16_224,224,True,v100,4.65,22.44,757.96 | |
| DeiT,deit_tiny_patch16_224,224,False,t4,1.27,5.72,174.48 | |
| DeiT,deit_small_distilled_patch16_224,224,False,v100,4.65,22.44,169.08 | |
| ViT,vit_r50_l32,224,True,t4,19.45,328.99,63.12 | |
| DeiT,deit_small_patch16_224,224,True,v100,4.62,22.05,774.1 | |
| ViT,vit_r50_l32,224,False,t4,19.45,328.99,62.91 | |
| DeiT,deit_small_patch16_224,224,False,v100,4.62,22.05,150.93 | |
| DeiT,deit_tiny_distilled_patch16_224,224,True,v100,1.27,5.91,1461.42 | |
| ViT,vit_r26_s32,224,True,t4,3.54,36.43,281.99 | |
| DeiT,deit_tiny_distilled_patch16_224,224,False,v100,1.27,5.91,184.85 | |
| ViT,vit_r26_s32,224,False,t4,3.54,36.43,280.25 | |
| DeiT,deit_tiny_patch16_224,224,True,v100,1.27,5.72,1525.58 | |
| ViT,vit_l16,224,True,t4,59.7,304.33,24.82 | |
| DeiT,deit_tiny_patch16_224,224,False,v100,1.27,5.72,177.62 | |
| ViT,vit_l16,224,False,t4,59.7,304.33,22.16 | |
| ViT,vit_r50_l32,224,True,v100,19.45,328.99,179.85 | |
| ViT,vit_b32,224,True,t4,4.37,88.22,264.31 | |
| ViT,vit_r50_l32,224,False,v100,19.45,328.99,179.81 | |
| ViT,vit_b32,224,False,t4,4.37,88.22,256.35 | |
| ViT,vit_r26_s32,224,True,v100,3.54,36.43,581.53 | |
| ViT,vit_b16,224,True,t4,16.87,86.57,88.06 | |
| ViT,vit_r26_s32,224,False,v100,3.54,36.43,579.74 | |
| ViT,vit_b16,224,False,t4,16.87,86.57,83.17 | |
| ViT,vit_l16,224,True,v100,59.7,304.33,87.32 | |
| ViT,vit_b8,224,True,t4,66.86,86.58,17.98 | |
| ViT,vit_l16,224,False,v100,59.7,304.33,85.95 | |
| ViT,vit_b8,224,False,t4,66.86,86.58,18.27 | |
| ViT,vit_b32,224,True,v100,4.37,88.22,664.38 | |
| ViT,vit_s16,224,True,t4,4.25,22.05,290.38 | |
| ViT,vit_b32,224,False,v100,4.37,88.22,679.37 | |
| ViT,vit_s16,224,False,t4,4.25,22.05,296.44 | |
| ViT,vit_b16,224,True,v100,16.87,86.57,283.67 | |
| ViT,vit_b16,224,False,v100,16.87,86.57,282.77 | |
| ViT,vit_b8,224,True,v100,66.86,86.58,64.59 | |
| ViT,vit_b8,224,False,v100,66.86,86.58,63.72 | |
| ViT,vit_s16,224,True,v100,4.25,22.05,757.37 | |
| ViT,vit_s16,224,False,v100,4.25,22.05,760.34 | |
| RetinaNet,retinanet_resnet50_pascalvoc,640,True,a100,72.82,35.6,266.45 | |
| RetinaNet,retinanet_resnet50_pascalvoc,640,False,a100,72.82,35.6,34.93 | |
| RetinaNet,retinanet_resnet50_pascalvoc,320,True,a100,18.22,35.6,577.33 | |
| RetinaNet,retinanet_resnet50_pascalvoc,320,False,a100,18.22,35.6,35.18 | |
| YOLOV8,yolo_v8_m_pascalvoc,640,True,a100,39.42,25.9,417.84 | |
| YOLOV8,yolo_v8_m_pascalvoc,640,False,a100,39.42,25.9,22.91 | |
| YOLOV8,yolo_v8_m_pascalvoc,320,True,a100,9.86,25.9,826.4 | |
| YOLOV8,yolo_v8_m_pascalvoc,320,False,a100,9.86,25.9,23.54 | |
| RetinaNet,retinanet_resnet50_pascalvoc,640,True,t4,72.82,35.6,30.87 | |
| RetinaNet,retinanet_resnet50_pascalvoc,640,False,t4,72.82,35.6,25.66 | |
| RetinaNet,retinanet_resnet50_pascalvoc,320,True,t4,18.22,35.6,94.41 | |
| RetinaNet,retinanet_resnet50_pascalvoc,320,False,t4,18.22,35.6,38.68 | |
| YOLOV8,yolo_v8_m_pascalvoc,640,True,t4,39.42,25.9,54.61 | |
| YOLOV8,yolo_v8_m_pascalvoc,640,False,t4,39.42,25.9,24.28 | |
| YOLOV8,yolo_v8_m_pascalvoc,320,True,t4,9.86,25.9,174.76 | |
| YOLOV8,yolo_v8_m_pascalvoc,320,False,t4,9.86,25.9,25.33 | |
| RetinaNet,retinanet_resnet50_pascalvoc,640,True,v100,72.82,35.6,92.71 | |
| RetinaNet,retinanet_resnet50_pascalvoc,640,False,v100,72.82,35.6,36.94 | |
| RetinaNet,retinanet_resnet50_pascalvoc,320,True,v100,18.22,35.6,241.34 | |
| RetinaNet,retinanet_resnet50_pascalvoc,320,False,v100,18.22,35.6,37.31 | |
| YOLOV8,yolo_v8_m_pascalvoc,640,True,v100,39.42,25.9,171.12 | |
| YOLOV8,yolo_v8_m_pascalvoc,640,False,v100,39.42,25.9,22.7 | |
| YOLOV8,yolo_v8_m_pascalvoc,320,True,v100,9.86,25.9,450.19 | |
| YOLOV8,yolo_v8_m_pascalvoc,320,False,v100,9.86,25.9,23.23 | |
| NASNet,nasnet_mobile,224,True,t4,0.57,5.33,375.47 | |
| NASNet,nasnet_mobile,224,False,t4,0.57,5.33,11.82 | |
| NASNet,nasnet_large,331,True,t4,23.84,88.95,42.37 | |
| NASNet,nasnet_large,331,False,t4,23.84,88.95,8.79 | |
| DenseNet,densenet_201,224,True,t4,4.29,20.24,184.93 | |
| DenseNet,densenet_201,224,False,t4,4.29,20.24,15.4 | |
| DenseNet,densenet_169,224,True,t4,3.36,14.31,245.06 | |
| DenseNet,densenet_169,224,False,t4,3.36,14.31,17.94 | |
| DenseNet,densenet_121,224,True,t4,2.84,8.06,336.17 | |
| NASNet,nasnet_mobile,224,True,v100,0.57,5.33,499.33 | |
| DenseNet,densenet_121,224,False,t4,2.84,8.06,25.06 | |
| NASNet,nasnet_mobile,224,False,v100,0.57,5.33,11.71 | |
| RegNet_Y,regnety_320,224,True,t4,12.22,145.21,43.9 | |
| NASNet,nasnet_large,331,True,v100,23.84,88.95,104.47 | |
| RegNet_Y,regnety_320,224,False,t4,12.22,145.21,32.09 | |
| NASNet,nasnet_large,331,False,v100,23.84,88.95,8.57 | |
| RegNet_Y,regnety_160,224,True,t4,5.58,83.71,82.35 | |
| RegNet_Y,regnety_160,224,False,t4,5.58,83.71,35.63 | |
| DenseNet,densenet_201,224,True,v100,4.29,20.24,324.86 | |
| RegNet_Y,regnety_120,224,True,t4,3.76,51.92,110.57 | |
| DenseNet,densenet_201,224,False,v100,4.29,20.24,15.29 | |
| RegNet_Y,regnety_120,224,False,t4,3.76,51.92,33.4 | |
| DenseNet,densenet_169,224,True,v100,3.36,14.31,423.32 | |
| RegNet_Y,regnety_080,224,True,t4,3.2,39.27,156.21 | |
| DenseNet,densenet_169,224,False,v100,3.36,14.31,18.08 | |
| RegNet_Y,regnety_080,224,False,t4,3.2,39.27,37.13 | |
| RegNet_Y,regnety_064,224,True,t4,1.98,30.67,168.84 | |
| DenseNet,densenet_121,224,True,v100,2.84,8.06,605.04 | |
| RegNet_Y,regnety_064,224,False,t4,1.98,30.67,26.46 | |
| DenseNet,densenet_121,224,False,v100,2.84,8.06,25.47 | |
| RegNet_Y,regnety_320,224,True,v100,12.22,145.21,114.23 | |
| RegNet_Y,regnety_040,224,True,t4,1.22,20.71,280.37 | |
| RegNet_Y,regnety_040,224,False,t4,1.22,20.71,29.69 | |
| RegNet_Y,regnety_320,224,False,v100,12.22,145.21,32.19 | |
| RegNet_Y,regnety_032,224,True,t4,1.39,19.5,288.77 | |
| RegNet_Y,regnety_160,224,True,v100,5.58,83.71,190.65 | |
| RegNet_Y,regnety_032,224,False,t4,1.39,19.5,30.27 | |
| RegNet_Y,regnety_160,224,False,v100,5.58,83.71,35.27 | |
| RegNet_Y,regnety_016,224,True,t4,0.1,3.18,1194.72 | |
| RegNet_Y,regnety_120,224,True,v100,3.76,51.92,214.7 | |
| RegNet_Y,regnety_016,224,False,t4,0.1,3.18,47.31 | |
| RegNet_Y,regnety_120,224,False,v100,3.76,51.92,34.69 | |
| RegNet_Y,regnety_008,224,True,t4,0.63,11.26,417.71 | |
| RegNet_Y,regnety_080,224,True,v100,3.2,39.27,296.89 | |
| RegNet_Y,regnety_008,224,False,t4,0.63,11.26,24.18 | |
| RegNet_Y,regnety_080,224,False,v100,3.2,39.27,37.42 | |
| RegNet_Y,regnety_006,224,True,t4,0.37,6.29,911.63 | |
| RegNet_Y,regnety_064,224,True,v100,1.98,30.67,281.93 | |
| RegNet_Y,regnety_006,224,False,t4,0.37,6.29,44.91 | |
| RegNet_Y,regnety_064,224,False,v100,1.98,30.67,26.64 | |
| RegNet_Y,regnety_004,224,True,t4,0.21,4.37,774.66 | |
| RegNet_Y,regnety_040,224,True,v100,1.22,20.71,357.28 | |
| RegNet_Y,regnety_004,224,False,t4,0.21,4.37,39.54 | |
| RegNet_Y,regnety_040,224,False,v100,1.22,20.71,29.76 | |
| RegNet_Y,regnety_002,224,True,t4,0.1,3.18,1279.11 | |
| RegNet_Y,regnety_002,224,False,t4,0.1,3.18,47.39 | |
| RegNet_Y,regnety_032,224,True,v100,1.39,19.5,394.22 | |
| RegNet_Y,regnety_032,224,False,v100,1.39,19.5,31.32 | |
| RegNet_X,regnetx_320,224,True,t4,9.51,107.97,46.55 | |
| RegNet_Y,regnety_016,224,True,v100,0.1,3.18,1584.18 | |
| RegNet_X,regnetx_320,224,False,t4,9.51,107.97,38.7 | |
| RegNet_Y,regnety_016,224,False,v100,0.1,3.18,47.19 | |
| RegNet_X,regnetx_160,224,True,t4,4.68,54.39,96.11 | |
| RegNet_Y,regnety_008,224,True,v100,0.63,11.26,414.74 | |
| RegNet_X,regnetx_160,224,False,t4,4.68,54.39,40.18 | |
| RegNet_Y,regnety_008,224,False,v100,0.63,11.26,24.46 | |
| RegNet_X,regnetx_120,224,True,t4,3.76,46.2,115.81 | |
| RegNet_Y,regnety_006,224,True,v100,0.37,6.29,850.01 | |
| RegNet_X,regnetx_120,224,False,t4,3.76,46.2,46.13 | |
| RegNet_Y,regnety_006,224,False,v100,0.37,6.29,44.9 | |
| RegNet_Y,regnety_004,224,True,v100,0.21,4.37,950.58 | |
| RegNet_X,regnetx_080,224,True,t4,2.66,39.66,168.21 | |
| RegNet_Y,regnety_004,224,False,v100,0.21,4.37,41.07 | |
| RegNet_X,regnetx_080,224,False,t4,2.66,39.66,39.79 | |
| RegNet_Y,regnety_002,224,True,v100,0.1,3.18,1634.62 | |
| RegNet_X,regnetx_064,224,True,t4,2.5,26.28,197.81 | |
| RegNet_Y,regnety_002,224,False,v100,0.1,3.18,48.05 | |
| RegNet_X,regnetx_064,224,False,t4,2.5,26.28,50.89 | |
| RegNet_X,regnetx_320,224,True,v100,9.51,107.97,119.41 | |
| RegNet_X,regnetx_040,224,True,t4,1.54,22.19,276.04 | |
| RegNet_X,regnetx_320,224,False,v100,9.51,107.97,38.17 | |
| RegNet_X,regnetx_040,224,False,t4,1.54,22.19,39.35 | |
| RegNet_X,regnetx_160,224,True,v100,4.68,54.39,217.19 | |
| RegNet_X,regnetx_032,224,True,t4,1.06,15.36,304.07 | |
| RegNet_X,regnetx_160,224,False,v100,4.68,54.39,40.73 | |
| RegNet_X,regnetx_032,224,False,t4,1.06,15.36,35.69 | |
| RegNet_X,regnetx_120,224,True,v100,3.76,46.2,246.6 | |
| RegNet_X,regnetx_016,224,True,t4,0.1,2.71,1921.77 | |
| RegNet_X,regnetx_120,224,False,v100,3.76,46.2,46.0 | |
| RegNet_X,regnetx_016,224,False,t4,0.1,2.71,65.34 | |
| RegNet_X,regnetx_080,224,True,v100,2.66,39.66,318.11 | |
| RegNet_X,regnetx_008,224,True,t4,0.67,9.23,604.97 | |
| RegNet_X,regnetx_080,224,False,v100,2.66,39.66,40.12 | |
| RegNet_X,regnetx_008,224,False,t4,0.67,9.23,48.93 | |
| RegNet_X,regnetx_006,224,True,t4,0.37,7.3,883.31 | |
| RegNet_X,regnetx_064,224,True,v100,2.5,26.28,357.29 | |
| RegNet_X,regnetx_006,224,False,t4,0.37,7.3,54.65 | |
| RegNet_X,regnetx_064,224,False,v100,2.5,26.28,51.31 | |
| RegNet_X,regnetx_004,224,True,t4,0.17,5.19,982.37 | |
| RegNet_X,regnetx_040,224,True,v100,1.54,22.19,435.0 | |
| RegNet_X,regnetx_004,224,False,t4,0.17,5.19,40.52 | |
| RegNet_X,regnetx_040,224,False,v100,1.54,22.19,39.57 | |
| RegNet_X,regnetx_002,224,True,t4,0.1,2.71,1899.63 | |
| RegNet_X,regnetx_032,224,True,v100,1.06,15.36,466.04 | |
| RegNet_X,regnetx_002,224,False,t4,0.1,2.71,66.9 | |
| RegNet_X,regnetx_032,224,False,v100,1.06,15.36,36.08 | |
| VGG,vgg19,224,True,t4,19.64,143.67,120.39 | |
| RegNet_X,regnetx_016,224,True,v100,0.1,2.71,2370.45 | |
| RegNet_X,regnetx_016,224,False,v100,0.1,2.71,67.64 | |
| VGG,vgg19,224,False,t4,19.64,143.67,106.51 | |
| RegNet_X,regnetx_008,224,True,v100,0.67,9.23,723.58 | |
| VGG,vgg16,224,True,t4,15.48,138.36,156.4 | |
| RegNet_X,regnetx_008,224,False,v100,0.67,9.23,48.62 | |
| VGG,vgg16,224,False,t4,15.48,138.36,132.05 | |
| RegNet_X,regnetx_006,224,True,v100,0.37,7.3,986.39 | |
| RegNet_X,regnetx_006,224,False,v100,0.37,7.3,54.94 | |
| RegNet_X,regnetx_004,224,True,v100,0.17,5.19,1063.42 | |
| MobileNet_V2,mobilenet_v2,224,True,t4,0.3,3.54,1185.73 | |
| RegNet_X,regnetx_004,224,False,v100,0.17,5.19,41.06 | |
| MobileNet_V2,mobilenet_v2,224,False,t4,0.3,3.54,61.37 | |
| RegNet_X,regnetx_002,224,True,v100,0.1,2.71,2278.31 | |
| MobileNet_V1,mobilenet_v1,224,True,t4,0.57,4.25,1481.55 | |
| RegNet_X,regnetx_002,224,False,v100,0.1,2.71,66.12 | |
| MobileNet_V1,mobilenet_v1,224,False,t4,0.57,4.25,103.71 | |
| VGG,vgg19,224,True,v100,19.64,143.67,495.18 | |
| Xception,xception,299,True,t4,8.36,22.91,159.65 | |
| VGG,vgg19,224,False,v100,19.64,143.67,300.0 | |
| Xception,xception,299,False,t4,8.36,22.91,59.38 | |
| VGG,vgg16,224,True,v100,15.48,138.36,637.18 | |
| EfficientNet_V2,efficient_s_v2,384,True,t4,8.41,21.61,141.84 | |
| VGG,vgg16,224,False,v100,15.48,138.36,340.27 | |
| EfficientNet_V2,efficient_s_v2,384,False,t4,8.41,21.61,16.11 | |
| EfficientNet_V2,efficient_m_v2,480,True,t4,24.69,54.43,49.26 | |
| MobileNet_V2,mobilenet_v2,224,True,v100,0.3,3.54,1963.94 | |
| MobileNet_V2,mobilenet_v2,224,False,v100,0.3,3.54,61.21 | |
| EfficientNet_V2,efficient_m_v2,480,False,t4,24.69,54.43,11.28 | |
| MobileNet_V1,mobilenet_v1,224,True,v100,0.57,4.25,2842.09 | |
| MobileNet_V1,mobilenet_v1,224,False,v100,0.57,4.25,105.1 | |
| Xception,xception,299,True,v100,8.36,22.91,467.52 | |
| EfficientNet_V2,efficient_l_v2,480,True,t4,56.27,119.03,24.1 | |
| Xception,xception,299,False,v100,8.36,22.91,62.06 | |
| EfficientNet_V2,efficient_s_v2,384,True,v100,8.41,21.61,323.35 | |
| EfficientNet_V2,efficient_l_v2,480,False,t4,56.27,119.03,8.24 | |
| EfficientNet_V2,efficient_s_v2,384,False,v100,8.41,21.61,16.1 | |
| EfficientNet_V2,efficient_m_v2,480,True,v100,24.69,54.43,133.36 | |
| EfficientNet_V2,efficient_b3_v2,300,True,t4,3.03,14.47,283.02 | |
| EfficientNet_V2,efficient_m_v2,480,False,v100,24.69,54.43,11.22 | |
| EfficientNet_V2,efficient_b3_v2,300,False,t4,3.03,14.47,21.15 | |
| EfficientNet_V2,efficient_b2_v2,260,True,t4,1.71,10.18,438.91 | |
| EfficientNet_V2,efficient_l_v2,480,True,v100,56.27,119.03,70.34 | |
| EfficientNet_V2,efficient_b2_v2,260,False,t4,1.71,10.18,24.05 | |
| EfficientNet_V2,efficient_l_v2,480,False,v100,56.27,119.03,8.05 | |
| EfficientNet_V2,efficient_b1_v2,240,True,t4,1.21,8.21,477.9 | |
| EfficientNet_V2,efficient_b1_v2,240,False,t4,1.21,8.21,24.96 | |
| EfficientNet_V2,efficient_b0_v2,224,True,t4,0.72,7.2,638.85 | |
| EfficientNet_V2,efficient_b3_v2,300,True,v100,3.03,14.47,515.21 | |
| EfficientNet_V2,efficient_b0_v2,224,False,t4,0.72,7.2,30.32 | |
| EfficientNet_V2,efficient_b3_v2,300,False,v100,3.03,14.47,20.41 | |
| EfficientNet_V1,efficient_b7,600,True,t4,38.13,66.66,20.85 | |
| EfficientNet_V2,efficient_b2_v2,260,True,v100,1.71,10.18,738.15 | |
| EfficientNet_V2,efficient_b2_v2,260,False,v100,1.71,10.18,23.8 | |
| EfficientNet_V1,efficient_b7,600,False,t4,38.13,66.66,10.03 | |
| EfficientNet_V2,efficient_b1_v2,240,True,v100,1.21,8.21,866.32 | |
| EfficientNet_V2,efficient_b1_v2,240,False,v100,1.21,8.21,25.33 | |
| EfficientNet_V1,efficient_b6,528,True,t4,19.29,43.27,36.88 | |
| EfficientNet_V2,efficient_b0_v2,224,True,v100,0.72,7.2,1009.73 | |
| EfficientNet_V2,efficient_b0_v2,224,False,v100,0.72,7.2,30.9 | |
| EfficientNet_V1,efficient_b6,528,False,t4,19.29,43.27,12.14 | |
| EfficientNet_V1,efficient_b7,600,True,v100,38.13,66.66,63.23 | |
| EfficientNet_V1,efficient_b5,456,True,t4,10.4,30.56,47.08 | |
| EfficientNet_V1,efficient_b7,600,False,v100,38.13,66.66,10.14 | |
| EfficientNet_V1,efficient_b5,456,False,t4,10.4,30.56,14.07 | |
| EfficientNet_V1,efficient_b6,528,True,v100,19.29,43.27,104.09 | |
| EfficientNet_V1,efficient_b4,380,True,t4,4.46,19.47,131.74 | |
| EfficientNet_V1,efficient_b6,528,False,v100,19.29,43.27,12.47 | |
| EfficientNet_V1,efficient_b4,380,False,t4,4.46,19.47,17.11 | |
| EfficientNet_V1,efficient_b3,300,True,t4,1.86,12.32,254.58 | |
| EfficientNet_V1,efficient_b5,456,True,v100,10.4,30.56,173.51 | |
| EfficientNet_V1,efficient_b3,300,False,t4,1.86,12.32,21.12 | |
| EfficientNet_V1,efficient_b5,456,False,v100,10.4,30.56,14.4 | |
| EfficientNet_V1,efficient_b2,260,True,t4,1.01,9.18,390.35 | |
| EfficientNet_V1,efficient_b4,380,True,v100,4.46,19.47,310.74 | |
| EfficientNet_V1,efficient_b2,260,False,t4,1.01,9.18,24.11 | |
| EfficientNet_V1,efficient_b4,380,False,v100,4.46,19.47,17.19 | |
| EfficientNet_V1,efficient_b1,240,True,t4,0.7,7.86,477.44 | |
| EfficientNet_V1,efficient_b3,300,True,v100,1.86,12.32,513.94 | |
| EfficientNet_V1,efficient_b1,240,False,t4,0.7,7.86,24.08 | |
| EfficientNet_V1,efficient_b3,300,False,v100,1.86,12.32,21.25 | |
| EfficientNet_V1,efficient_b0,224,True,t4,0.39,5.33,756.63 | |
| EfficientNet_V1,efficient_b2,260,True,v100,1.01,9.18,733.92 | |
| EfficientNet_V1,efficient_b0,224,False,t4,0.39,5.33,34.25 | |
| EfficientNet_V1,efficient_b2,260,False,v100,1.01,9.18,24.2 | |
| ConvNeXt,convnext_xlarge,224,True,t4,60.56,350.2,19.28 | |
| EfficientNet_V1,efficient_b1,240,True,v100,0.7,7.86,860.57 | |
| EfficientNet_V1,efficient_b1,240,False,v100,0.7,7.86,24.25 | |
| ConvNeXt,convnext_xlarge,224,False,t4,60.56,350.2,18.77 | |
| EfficientNet_V1,efficient_b0,224,True,v100,0.39,5.33,1164.75 | |
| EfficientNet_V1,efficient_b0,224,False,v100,0.39,5.33,34.76 | |
| ConvNeXt,convnext_large,224,True,t4,34.09,197.77,31.42 | |
| ConvNeXt,convnext_xlarge,224,True,v100,60.56,350.2,83.79 | |
| ConvNeXt,convnext_large,224,False,t4,34.09,197.77,18.39 | |
| ConvNeXt,convnext_xlarge,224,False,v100,60.56,350.2,19.61 | |
| ConvNeXt,convnext_base,224,True,t4,15.17,88.59,57.37 | |
| ConvNeXt,convnext_large,224,True,v100,34.09,197.77,144.08 | |
| ConvNeXt,convnext_base,224,False,t4,15.17,88.59,18.43 | |
| ConvNeXt,convnext_large,224,False,v100,34.09,197.77,19.32 | |
| ConvNeXt,convnext_small,224,True,t4,8.55,50.22,82.07 | |
| ConvNeXt,convnext_base,224,True,v100,15.17,88.59,271.58 | |
| ConvNeXt,convnext_small,224,False,t4,8.55,50.22,18.84 | |
| ConvNeXt,convnext_base,224,False,v100,15.17,88.59,18.55 | |
| ConvNeXt,convnext_tiny,224,True,t4,4.37,28.59,147.22 | |
| ConvNeXt,convnext_small,224,True,v100,8.55,50.22,404.74 | |
| ConvNeXt,convnext_tiny,224,False,t4,4.37,28.59,35.18 | |
| ConvNeXt,convnext_small,224,False,v100,8.55,50.22,18.58 | |
| ResNetRS,resnetrs_420,224,True,t4,31.4,192.26,40.45 | |
| ConvNeXt,convnext_tiny,224,True,v100,4.37,28.59,711.74 | |
| ConvNeXt,convnext_tiny,224,False,v100,4.37,28.59,35.39 | |
| ResNetRS,resnetrs_420,224,False,t4,31.4,192.26,4.54 | |
| ResNetRS,resnetrs_420,224,True,v100,31.4,192.26,87.27 | |
| ResNetRS,resnetrs_420,224,False,v100,31.4,192.26,4.43 | |
| ResNetRS,resnetrs_350,224,True,t4,26.37,164.27,49.27 | |
| ResNetRS,resnetrs_350,224,False,t4,26.37,164.27,5.46 | |
| ResNetRS,resnetrs_350,224,True,v100,26.37,164.27,103.13 | |
| ResNetRS,resnetrs_350,224,False,v100,26.37,164.27,5.41 | |
| ResNetRS,resnetrs_270,224,True,t4,20.67,130.1,60.82 | |
| ResNetRS,resnetrs_270,224,False,t4,20.67,130.1,6.95 | |
| ResNetRS,resnetrs_270,224,True,v100,20.67,130.1,131.4 | |
| ResNetRS,resnetrs_200,224,True,t4,15.41,93.39,84.7 | |
| ResNetRS,resnetrs_270,224,False,v100,20.67,130.1,7.18 | |
| ResNetRS,resnetrs_200,224,False,t4,15.41,93.39,9.35 | |
| ResNetRS,resnetrs_200,224,True,v100,15.41,93.39,175.8 | |
| ResNetRS,resnetrs_152,224,True,t4,11.91,86.77,105.1 | |
| ResNetRS,resnetrs_200,224,False,v100,15.41,93.39,9.59 | |
| ResNetRS,resnetrs_152,224,False,t4,11.91,86.77,12.71 | |
| ResNetRS,resnetrs_152,224,True,v100,11.91,86.77,219.59 | |
| ResNetRS,resnetrs_101,224,True,t4,8.19,63.72,147.48 | |
| ResNetRS,resnetrs_152,224,False,v100,11.91,86.77,13.44 | |
| ResNetRS,resnetrs_101,224,False,t4,8.19,63.72,18.82 | |
| ResNetRS,resnetrs_101,224,True,v100,8.19,63.72,311.76 | |
| ResNetRS,resnetrs_50,224,True,t4,4.46,35.75,249.26 | |
| ResNetRS,resnetrs_101,224,False,v100,8.19,63.72,19.22 | |
| ResNetRS,resnetrs_50,224,False,t4,4.46,35.75,36.21 | |
| Inception,inception_resnetv2,299,True,t4,13.17,55.87,95.55 | |
| ResNetRS,resnetrs_50,224,True,v100,4.46,35.75,563.07 | |
| ResNetRS,resnetrs_50,224,False,v100,4.46,35.75,37.34 | |
| Inception,inception_resnetv2,299,False,t4,13.17,55.87,12.63 | |
| Inception,inception_resnetv2,299,True,v100,13.17,55.87,193.23 | |
| Inception,inception_v3,299,True,t4,5.73,23.85,224.77 | |
| Inception,inception_resnetv2,299,False,v100,13.17,55.87,13.12 | |
| Inception,inception_v3,299,False,t4,5.73,23.85,31.09 | |
| Inception,inception_v3,299,True,v100,5.73,23.85,393.33 | |
| ResNet_V2,resnet152_v2,224,True,t4,10.92,60.38,134.47 | |
| Inception,inception_v3,299,False,v100,5.73,23.85,32.53 | |
| ResNet_V2,resnet152_v2,224,False,t4,10.92,60.38,18.54 | |
| ResNet_V2,resnet152_v2,224,True,v100,10.92,60.38,324.28 | |
| ResNet_V2,resnet101_v2,224,True,t4,7.2,44.68,192.27 | |
| ResNet_V2,resnet152_v2,224,False,v100,10.92,60.38,19.2 | |
| ResNet_V2,resnet101_v2,224,False,t4,7.2,44.68,27.98 | |
| ResNet_V2,resnet101_v2,224,True,v100,7.2,44.68,468.99 | |
| ResNet_V2,resnet50_v2,224,True,t4,3.49,25.61,348.01 | |
| ResNet_V2,resnet101_v2,224,False,v100,7.2,44.68,28.07 | |
| ResNet_V2,resnet50_v2,224,False,t4,3.49,25.61,55.36 | |
| ResNet_V2,resnet50_v2,224,True,v100,3.49,25.61,870.04 | |
| ResNet_V1,resnet152_v1,224,True,t4,11.29,60.42,112.41 | |
| ResNet_V2,resnet50_v2,224,False,v100,3.49,25.61,57.55 | |
| ResNet_V1,resnet152_v1,224,False,t4,11.29,60.42,18.63 | |
| ResNet_V1,resnet152_v1,224,True,v100,11.29,60.42,183.04 | |
| ResNet_V1,resnet152_v1,224,False,v100,11.29,60.42,19.57 | |
| ResNet_V1,resnet101_v1,224,True,t4,7.58,44.71,163.71 | |
| ResNet_V1,resnet101_v1,224,True,v100,7.58,44.71,267.43 | |
| ResNet_V1,resnet101_v1,224,False,t4,7.58,44.71,28.71 | |
| ResNet_V1,resnet101_v1,224,False,v100,7.58,44.71,30.05 | |
| ResNet_V1,resnet50_v1,224,True,t4,3.86,25.64,302.58 | |
| ResNet_V1,resnet50_v1,224,True,v100,3.86,25.64,561.62 | |
| ResNet_V1,resnet50_v1,224,False,t4,3.86,25.64,56.12 | |
| ResNet_V1,resnet50_v1,224,False,v100,3.86,25.64,60.09 | |
| NASNet,nasnet_mobile,224,True,a100,0.57,5.33,433.48 | |
| NASNet,nasnet_mobile,224,False,a100,0.57,5.33,9.7 | |
| NASNet,nasnet_large,331,True,a100,23.84,88.95,149.77 | |
| NASNet,nasnet_large,331,False,a100,23.84,88.95,7.18 | |
| DenseNet,densenet_201,224,True,a100,4.29,20.24,442.39 | |
| DenseNet,densenet_201,224,False,a100,4.29,20.24,13.84 | |
| DenseNet,densenet_169,224,True,a100,3.36,14.31,523.84 | |
| DenseNet,densenet_169,224,False,a100,3.36,14.31,14.04 | |
| DenseNet,densenet_121,224,True,a100,2.84,8.06,719.74 | |
| DenseNet,densenet_121,224,False,a100,2.84,8.06,19.01 | |
| RegNet_Y,regnety_320,224,True,a100,12.22,145.21,263.62 | |
| RegNet_Y,regnety_320,224,False,a100,12.22,145.21,21.91 | |
| RegNet_Y,regnety_160,224,True,a100,5.58,83.71,311.6 | |
| RegNet_Y,regnety_160,224,False,a100,5.58,83.71,23.34 | |
| RegNet_Y,regnety_120,224,True,a100,3.76,51.92,370.04 | |
| RegNet_Y,regnety_120,224,False,a100,3.76,51.92,28.19 | |
| RegNet_Y,regnety_080,224,True,a100,3.2,39.27,526.27 | |
| RegNet_Y,regnety_080,224,False,a100,3.2,39.27,34.61 | |
| RegNet_Y,regnety_064,224,True,a100,1.98,30.67,471.08 | |
| RegNet_Y,regnety_064,224,False,a100,1.98,30.67,24.04 | |
| RegNet_Y,regnety_040,224,True,a100,1.22,20.71,650.9 | |
| RegNet_Y,regnety_040,224,False,a100,1.22,20.71,26.82 | |
| RegNet_Y,regnety_032,224,True,a100,1.39,19.5,608.63 | |
| RegNet_Y,regnety_032,224,False,a100,1.39,19.5,27.5 | |
| RegNet_Y,regnety_016,224,True,a100,0.1,3.18,728.36 | |
| RegNet_Y,regnety_016,224,False,a100,0.1,3.18,44.0 | |
| RegNet_Y,regnety_008,224,True,a100,0.63,11.26,636.7 | |
| RegNet_Y,regnety_008,224,False,a100,0.63,11.26,22.46 | |
| RegNet_Y,regnety_006,224,True,a100,0.37,6.29,1147.97 | |
| RegNet_Y,regnety_006,224,False,a100,0.37,6.29,41.81 | |
| RegNet_Y,regnety_004,224,True,a100,0.21,4.37,1030.52 | |
| RegNet_Y,regnety_004,224,False,a100,0.21,4.37,29.21 | |
| RegNet_Y,regnety_002,224,True,a100,0.1,3.18,1261.35 | |
| RegNet_Y,regnety_002,224,False,a100,0.1,3.18,45.06 | |
| RegNet_X,regnetx_320,224,True,a100,9.51,107.97,204.81 | |
| RegNet_X,regnetx_320,224,False,a100,9.51,107.97,34.83 | |
| RegNet_X,regnetx_160,224,True,a100,4.68,54.39,473.27 | |
| RegNet_X,regnetx_160,224,False,a100,4.68,54.39,36.56 | |
| RegNet_X,regnetx_120,224,True,a100,3.76,46.2,443.49 | |
| RegNet_X,regnetx_120,224,False,a100,3.76,46.2,35.77 | |
| RegNet_X,regnetx_080,224,True,a100,2.66,39.66,622.12 | |
| RegNet_X,regnetx_080,224,False,a100,2.66,39.66,35.81 | |
| RegNet_X,regnetx_064,224,True,a100,2.5,26.28,735.52 | |
| RegNet_X,regnetx_064,224,False,a100,2.5,26.28,46.83 | |
| RegNet_X,regnetx_040,224,True,a100,1.54,22.19,322.11 | |
| RegNet_X,regnetx_040,224,False,a100,1.54,22.19,31.18 | |
| RegNet_X,regnetx_032,224,True,a100,1.06,15.36,671.76 | |
| RegNet_X,regnetx_032,224,False,a100,1.06,15.36,32.03 | |
| RegNet_X,regnetx_016,224,True,a100,0.1,2.71,1977.21 | |
| RegNet_X,regnetx_016,224,False,a100,0.1,2.71,43.43 | |
| RegNet_X,regnetx_008,224,True,a100,0.67,9.23,1041.87 | |
| RegNet_X,regnetx_008,224,False,a100,0.67,9.23,45.25 | |
| RegNet_X,regnetx_006,224,True,a100,0.37,7.3,1455.03 | |
| RegNet_X,regnetx_006,224,False,a100,0.37,7.3,37.94 | |
| RegNet_X,regnetx_004,224,True,a100,0.17,5.19,1284.82 | |
| RegNet_X,regnetx_004,224,False,a100,0.17,5.19,38.1 | |
| RegNet_X,regnetx_002,224,True,a100,0.1,2.71,1811.67 | |
| RegNet_X,regnetx_002,224,False,a100,0.1,2.71,55.74 | |
| VGG,vgg19,224,True,a100,19.64,143.67,1234.29 | |
| VGG,vgg19,224,False,a100,19.64,143.67,262.87 | |
| VGG,vgg16,224,True,a100,15.48,138.36,1514.04 | |
| VGG,vgg16,224,False,a100,15.48,138.36,304.96 | |
| MobileNet_V2,mobilenet_v2,224,True,a100,0.3,3.54,1724.67 | |
| MobileNet_V2,mobilenet_v2,224,False,a100,0.3,3.54,56.28 | |
| MobileNet_V1,mobilenet_v1,224,True,a100,0.57,4.25,2608.05 | |
| MobileNet_V1,mobilenet_v1,224,False,a100,0.57,4.25,64.13 | |
| Xception,xception,299,True,a100,8.36,22.91,793.82 | |
| Xception,xception,299,False,a100,8.36,22.91,55.28 | |
| EfficientNet_V2,efficient_s_v2,384,True,a100,8.41,21.61,474.41 | |
| EfficientNet_V2,efficient_s_v2,384,False,a100,8.41,21.61,15.22 | |
| EfficientNet_V2,efficient_m_v2,480,True,a100,24.69,54.43,238.62 | |
| EfficientNet_V2,efficient_m_v2,480,False,a100,24.69,54.43,9.29 | |
| EfficientNet_V2,efficient_l_v2,480,True,a100,56.27,119.03,136.06 | |
| EfficientNet_V2,efficient_l_v2,480,False,a100,56.27,119.03,6.88 | |
| EfficientNet_V2,efficient_b3_v2,300,True,a100,3.03,14.47,531.73 | |
| EfficientNet_V2,efficient_b3_v2,300,False,a100,3.03,14.47,15.31 | |
| EfficientNet_V2,efficient_b2_v2,260,True,a100,1.71,10.18,465.58 | |
| EfficientNet_V2,efficient_b2_v2,260,False,a100,1.71,10.18,17.43 | |
| EfficientNet_V2,efficient_b1_v2,240,True,a100,1.21,8.21,673.26 | |
| EfficientNet_V2,efficient_b1_v2,240,False,a100,1.21,8.21,21.83 | |
| EfficientNet_V2,efficient_b0_v2,224,True,a100,0.72,7.2,808.25 | |
| EfficientNet_V2,efficient_b0_v2,224,False,a100,0.72,7.2,28.25 | |
| EfficientNet_V1,efficient_b7,600,True,a100,38.13,66.66,107.52 | |
| EfficientNet_V1,efficient_b7,600,False,a100,38.13,66.66,8.34 | |
| EfficientNet_V1,efficient_b6,528,True,a100,19.29,43.27,162.92 | |
| EfficientNet_V1,efficient_b6,528,False,a100,19.29,43.27,10.08 | |
| EfficientNet_V1,efficient_b5,456,True,a100,10.4,30.56,268.44 | |
| EfficientNet_V1,efficient_b5,456,False,a100,10.4,30.56,13.16 | |
| EfficientNet_V1,efficient_b4,380,True,a100,4.46,19.47,463.45 | |
| EfficientNet_V1,efficient_b4,380,False,a100,4.46,19.47,14.52 | |
| EfficientNet_V1,efficient_b3,300,True,a100,1.86,12.32,578.09 | |
| EfficientNet_V1,efficient_b3,300,False,a100,1.86,12.32,17.02 | |
| EfficientNet_V1,efficient_b2,260,True,a100,1.01,9.18,662.06 | |
| EfficientNet_V1,efficient_b2,260,False,a100,1.01,9.18,21.01 | |
| EfficientNet_V1,efficient_b1,240,True,a100,0.7,7.86,710.85 | |
| EfficientNet_V1,efficient_b1,240,False,a100,0.7,7.86,22.3 | |
| EfficientNet_V1,efficient_b0,224,True,a100,0.39,5.33,924.51 | |
| EfficientNet_V1,efficient_b0,224,False,a100,0.39,5.33,31.43 | |
| ConvNeXt,convnext_xlarge,224,True,a100,60.56,350.2,315.85 | |
| ConvNeXt,convnext_xlarge,224,False,a100,60.56,350.2,14.03 | |
| ConvNeXt,convnext_large,224,True,a100,34.09,197.77,409.25 | |
| ConvNeXt,convnext_large,224,False,a100,34.09,197.77,15.42 | |
| ConvNeXt,convnext_base,224,True,a100,15.17,88.59,617.32 | |
| ConvNeXt,convnext_base,224,False,a100,15.17,88.59,16.82 | |
| ConvNeXt,convnext_small,224,True,a100,8.55,50.22,724.32 | |
| ConvNeXt,convnext_small,224,False,a100,8.55,50.22,16.89 | |
| ConvNeXt,convnext_tiny,224,True,a100,4.37,28.59,1167.16 | |
| ConvNeXt,convnext_tiny,224,False,a100,4.37,28.59,32.7 | |
| ResNetRS,resnetrs_420,224,True,a100,31.4,192.26,69.22 | |
| ResNetRS,resnetrs_420,224,False,a100,31.4,192.26,3.67 | |
| ResNetRS,resnetrs_350,224,True,a100,26.37,164.27,150.64 | |
| ResNetRS,resnetrs_350,224,False,a100,26.37,164.27,4.43 | |
| ResNetRS,resnetrs_270,224,True,a100,20.67,130.1,103.08 | |
| ResNetRS,resnetrs_270,224,False,a100,20.67,130.1,5.85 | |
| ResNetRS,resnetrs_200,224,True,a100,15.41,93.39,254.73 | |
| ResNetRS,resnetrs_200,224,False,a100,15.41,93.39,8.59 | |
| ResNetRS,resnetrs_152,224,True,a100,11.91,86.77,172.2 | |
| ResNetRS,resnetrs_152,224,False,a100,11.91,86.77,11.62 | |
| ResNetRS,resnetrs_101,224,True,a100,8.19,63.72,442.37 | |
| ResNetRS,resnetrs_101,224,False,a100,8.19,63.72,15.47 | |
| ResNetRS,resnetrs_50,224,True,a100,4.46,35.75,821.22 | |
| ResNetRS,resnetrs_50,224,False,a100,4.46,35.75,33.63 | |
| Inception,inception_resnetv2,299,True,a100,13.17,55.87,319.2 | |
| Inception,inception_resnetv2,299,False,a100,13.17,55.87,10.17 | |
| Inception,inception_v3,299,True,a100,5.73,23.85,791.55 | |
| Inception,inception_v3,299,False,a100,5.73,23.85,21.57 | |
| ResNet_V2,resnet152_v2,224,True,a100,10.92,60.38,377.37 | |
| ResNet_V2,resnet152_v2,224,False,a100,10.92,60.38,13.93 | |
| ResNet_V2,resnet101_v2,224,True,a100,7.2,44.68,589.13 | |
| ResNet_V2,resnet101_v2,224,False,a100,7.2,44.68,20.01 | |
| ResNet_V2,resnet50_v2,224,True,a100,3.49,25.61,562.63 | |
| ResNet_V2,resnet50_v2,224,False,a100,3.49,25.61,47.88 | |
| ResNet_V1,resnet152_v1,224,True,a100,11.29,60.42,260.78 | |
| ResNet_V1,resnet152_v1,224,False,a100,11.29,60.42,14.99 | |
| ResNet_V1,resnet101_v1,224,True,a100,7.58,44.71,378.77 | |
| ResNet_V1,resnet101_v1,224,False,a100,7.58,44.71,22.55 | |
| ResNet_V1,resnet50_v1,224,True,a100,3.86,25.64,719.42 | |
| ResNet_V1,resnet50_v1,224,False,a100,3.86,25.64,48.18 | |