complexity metric uploader

DeepLabV3Plus_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 836.107264 MB
+parameters: 12.329297 million
+flops: 72.992020352 giga
+Average training time(sec per epoch): 2.8625622987747192 sec
+Average inference time(sec per image): 0.00027075886726379394 sec

DeepLabV3Plus_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 938.100224 MB
+parameters: 12.329297 million
+flops: 72.992020352 giga
+Average training time(sec per epoch): 2.8642895221710205 sec
+Average inference time(sec per image): 0.00027367734909057616 sec

DeepLabV3Plus_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 2463.674368 MB
+parameters: 26.677585 million
+flops: 146.245189504 giga
+Average training time(sec per epoch): 5.537233948707581 sec
+Average inference time(sec per image): 0.00036159849166870117 sec

DeepLabV3Plus_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 2682.61376 MB
+parameters: 26.677585 million
+flops: 146.245189504 giga
+Average training time(sec per epoch): 5.551816821098328 sec
+Average inference time(sec per image): 0.00036949896812438963 sec

DeepLabV3_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 587.71968 MB
+parameters: 15.898945 million
+flops: 267.685268992 giga
+Average training time(sec per epoch): 7.123336315155029 sec
+Average inference time(sec per image): 0.00037115955352783205 sec

DeepLabV3_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 719.7056 MB
+parameters: 15.898945 million
+flops: 267.685268992 giga
+Average training time(sec per epoch): 7.126211762428284 sec
+Average inference time(sec per image): 0.00037951302528381345 sec

DeepLabV3_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1870.590976 MB
+parameters: 39.633729 million
+flops: 654.234072576 giga
+Average training time(sec per epoch): 17.54342234134674 sec
+Average inference time(sec per image): 0.0007284979820251465 sec

DeepLabV3_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 2194.746368 MB
+parameters: 39.633729 million
+flops: 654.234072576 giga
+Average training time(sec per epoch): 17.580630779266357 sec
+Average inference time(sec per image): 0.0007264120578765869 sec

FPN_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 665.578496 MB
+parameters: 13.047233 million
+flops: 71.04873728 giga
+Average training time(sec per epoch): 2.8606486320495605 sec
+Average inference time(sec per image): 0.0002834341526031494 sec

FPN_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 553.147392 MB
+parameters: 13.047233 million
+flops: 71.04873728 giga
+Average training time(sec per epoch): 2.8632707595825195 sec
+Average inference time(sec per image): 0.00028951406478881835 sec

FPN_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1385.575936 MB
+parameters: 26.116033 million
+flops: 124.601784832 giga
+Average training time(sec per epoch): 4.876534461975098 sec
+Average inference time(sec per image): 0.0003526771068572998 sec

FPN_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1169.973248 MB
+parameters: 26.116033 million
+flops: 124.601784832 giga
+Average training time(sec per epoch): 4.864893078804016 sec
+Average inference time(sec per image): 0.00035627126693725585 sec

Linknet_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1038.621696 MB
+parameters: 11.663777 million
+flops: 48.293787392 giga
+Average training time(sec per epoch): 3.017247796058655 sec
+Average inference time(sec per image): 0.00029366254806518556 sec

Linknet_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1134.654976 MB
+parameters: 11.663777 million
+flops: 48.293787392 giga
+Average training time(sec per epoch): 3.026169538497925 sec
+Average inference time(sec per image): 0.0002877237796783447 sec

Linknet_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1655.121408 MB
+parameters: 31.177777 million
+flops: 171.126797824 giga
+Average training time(sec per epoch): 5.993342638015747 sec
+Average inference time(sec per image): 0.0004005117416381836 sec

Linknet_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1912.974848 MB
+parameters: 31.177777 million
+flops: 171.126797824 giga
+Average training time(sec per epoch): 5.96143114566803 sec
+Average inference time(sec per image): 0.0005089683532714844 sec

MAnet_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1269.830144 MB
+parameters: 21.675473 million
+flops: 94.357443584 giga
+Average training time(sec per epoch): 4.422309637069702 sec
+Average inference time(sec per image): 0.0003255491256713867 sec

MAnet_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1465.632256 MB
+parameters: 21.675473 million
+flops: 94.357443584 giga
+Average training time(sec per epoch): 4.42677628993988 sec
+Average inference time(sec per image): 0.0003348238468170166 sec

MAnet_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 2633.930752 MB
+parameters: 147.439993 million
+flops: 297.09796624 giga
+Average training time(sec per epoch): 10.941856145858765 sec
+Average inference time(sec per image): 0.000562000036239624 sec

MAnet_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 3833.965056 MB
+parameters: 147.439993 million
+flops: 297.09796624 giga
+Average training time(sec per epoch): 10.907907485961914 sec
+Average inference time(sec per image): 0.0005520853996276856 sec

PAN_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1601.324544 MB
+parameters: 11.367656 million
+flops: 65.898272048 giga
+Average training time(sec per epoch): 2.57212495803833 sec
+Average inference time(sec per image): 0.00027931547164916995 sec

PAN_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1695.2704 MB
+parameters: 11.367656 million
+flops: 65.898272048 giga
+Average training time(sec per epoch): 2.5608049631118774 sec
+Average inference time(sec per image): 0.00026536250114440917 sec

PAN_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 4524.869632 MB
+parameters: 24.259816 million
+flops: 138.553949488 giga
+Average training time(sec per epoch): 5.737758278846741 sec
+Average inference time(sec per image): 0.00040333676338195803 sec

PAN_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 4724.506112 MB
+parameters: 24.259816 million
+flops: 138.553949488 giga
+Average training time(sec per epoch): 5.748926281929016 sec
+Average inference time(sec per image): 0.0003998606204986572 sec

PSPNet_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 519.258112 MB
+parameters: 11.329825 million
+flops: 22.943691136 giga
+Average training time(sec per epoch): 1.587064504623413 sec
+Average inference time(sec per image): 0.00024498629570007325 sec

PSPNet_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 569.043968 MB
+parameters: 11.329825 million
+flops: 22.943691136 giga
+Average training time(sec per epoch): 1.5886521339416504 sec
+Average inference time(sec per image): 0.00023592567443847656 sec

PSPNet_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1594.58304 MB
+parameters: 24.300993 million
+flops: 46.57833472 giga
+Average training time(sec per epoch): 3.5377109050750732 sec
+Average inference time(sec per image): 0.0002586688995361328 sec

PSPNet_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 1702.048256 MB
+parameters: 24.300993 million
+flops: 46.57833472 giga
+Average training time(sec per epoch): 3.5269908905029297 sec
+Average inference time(sec per image): 0.0002662703990936279 sec

UnetPlusPlus_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 433.273344 MB
+parameters: 15.970449 million
+flops: 255.484547328 giga
+Average training time(sec per epoch): 11.101352214813232 sec
+Average inference time(sec per image): 0.0005262579917907715 sec

UnetPlusPlus_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 300.022272 MB
+parameters: 15.970449 million
+flops: 255.484547328 giga
+Average training time(sec per epoch): 11.047016739845276 sec
+Average inference time(sec per image): 0.0005300285816192627 sec

UnetPlusPlus_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 863.768576 MB
+parameters: 48.985745 million
+flops: 919.057180928 giga
+Average training time(sec per epoch): 26.856025338172913 sec
+Average inference time(sec per image): 0.001310835599899292 sec

UnetPlusPlus_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 731.19744 MB
+parameters: 48.985745 million
+flops: 919.057180928 giga
+Average training time(sec per epoch): 26.798985600471497 sec
+Average inference time(sec per image): 0.0013127362728118897 sec

Unet_resnet18_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 176.753152 MB
+parameters: 14.328209 million
+flops: 86.37020288 giga
+Average training time(sec per epoch): 3.8768991231918335 sec
+Average inference time(sec per image): 0.00029044246673583983 sec

Unet_resnet18_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 58.634752 MB
+parameters: 14.328209 million
+flops: 86.37020288 giga
+Average training time(sec per epoch): 3.8659534454345703 sec
+Average inference time(sec per image): 0.00029700517654418946 sec

Unet_resnet50_None.txt

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+Disk usage: 291.85551 MB
+GPU usage: 397.093376 MB
+parameters: 32.521105 million
+flops: 170.122239232 giga
+Average training time(sec per epoch): 6.721925616264343 sec
+Average inference time(sec per image): 0.0004002571105957031 sec

Unet_resnet50_imagenet.txt

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+Disk usage: 291.85551 MB
+GPU usage: 131.664896 MB
+parameters: 32.521105 million
+flops: 170.122239232 giga
+Average training time(sec per epoch): 6.686797022819519 sec
+Average inference time(sec per image): 0.00040131068229675294 sec