Skip to content

Instantly share code, notes, and snippets.

@szagoruyko

szagoruyko/resnet18log.txt

Created January 5, 2017 14:03
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save szagoruyko/c743981480037880e3c3d52ca3d1d775 to your computer and use it in GitHub Desktop.
Save szagoruyko/c743981480037880e3c3d52ca3d1d775 to your computer and use it in GitHub Desktop.
Download ZIP
Raw
resnet18log.txt
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":72.685875640967,"weightDecay":0.0001,"testTop5":52.24609375,"nThreads":8,"testTop1":76.534598214286,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":1,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":88.313161379704,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":4.8664443903512,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":48.085244628623,"weightDecay":0.0001,"testTop5":37.587292729592,"nThreads":8,"testTop1":64.885204081633,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":2,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":72.309278898549,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":3.5174896374568,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":40.797659508324,"weightDecay":0.0001,"testTop5":35.702327806122,"nThreads":8,"testTop1":62.20703125,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":3,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":65.832617993894,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":3.1183613761917,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":37.52559012229,"weightDecay":0.0001,"testTop5":33.002232142857,"nThreads":8,"testTop1":59.976084183673,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":4,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":62.717263069099,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.9372788718411,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":35.683710956875,"weightDecay":0.0001,"testTop5":30.117586096939,"nThreads":8,"testTop1":56.773357780612,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":5,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":60.89823528744,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.8302298621102,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":34.484815337634,"weightDecay":0.0001,"testTop5":31.188616071429,"nThreads":8,"testTop1":57.932477678571,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":6,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":59.620804239467,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.761773682641,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":33.615087927806,"weightDecay":0.0001,"testTop5":30.221619897959,"nThreads":8,"testTop1":56.930803571429,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":7,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":58.712957169579,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.7111106419539,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":33.062023204069,"weightDecay":0.0001,"testTop5":27.515146683673,"nThreads":8,"testTop1":54.031409438776,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":8,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":58.102765896691,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.676761551837,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":32.571394951203,"weightDecay":0.0001,"testTop5":27.649075255102,"nThreads":8,"testTop1":54.22512755102,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":9,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":57.647078664343,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.6494694780756,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":32.179451885527,"weightDecay":0.0001,"testTop5":27.763871173469,"nThreads":8,"testTop1":54.832190688776,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":10,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":57.244873788799,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.6262850809526,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":31.913253922651,"weightDecay":0.0001,"testTop5":25.890066964286,"nThreads":8,"testTop1":52.460538903061,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":11,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":56.91115265853,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.6083129700366,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":31.578920969765,"weightDecay":0.0001,"testTop5":28.007413903061,"nThreads":8,"testTop1":54.240672831633,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":12,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":56.571180131058,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5895157220004,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":31.421307604109,"weightDecay":0.0001,"testTop5":27.760682397959,"nThreads":8,"testTop1":54.471859056122,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":13,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":56.349276270059,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5789895932753,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":31.213550435578,"weightDecay":0.0001,"testTop5":25.737802933673,"nThreads":8,"testTop1":51.990593112245,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":14,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":56.170359906702,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5666870291059,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":31.008689736837,"weightDecay":0.0001,"testTop5":27.195073341837,"nThreads":8,"testTop1":53.858418367347,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":15,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.915216776231,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5555492907495,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.851667999832,"weightDecay":0.0001,"testTop5":26.511479591837,"nThreads":8,"testTop1":53.280452806122,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":16,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.750027944084,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5472150598254,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.774626924649,"weightDecay":0.0001,"testTop5":26.279496173469,"nThreads":8,"testTop1":52.545838647959,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":17,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.658318953773,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5394395690579,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.629250557135,"weightDecay":0.0001,"testTop5":25.070950255102,"nThreads":8,"testTop1":51.4453125,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":18,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.516605881007,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5331125939643,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.477375006986,"weightDecay":0.0001,"testTop5":25.122767857143,"nThreads":8,"testTop1":51.095742984694,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":19,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.444630216811,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.525110487695,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.402421005568,"weightDecay":0.0001,"testTop5":26.035554846939,"nThreads":8,"testTop1":51.951132015306,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":20,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.291719862306,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5197431951612,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.346083658474,"weightDecay":0.0001,"testTop5":25.084901147959,"nThreads":8,"testTop1":51.4453125,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":21,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.186795830917,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.51357291476,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.182205251043,"weightDecay":0.0001,"testTop5":24.640465561224,"nThreads":8,"testTop1":50.531329719388,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":22,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.078811594874,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5073744530444,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.156384262591,"weightDecay":0.0001,"testTop5":24.962133290816,"nThreads":8,"testTop1":51.221301020408,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":23,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":55.013018013455,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5037251864994,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.130817608964,"weightDecay":0.0001,"testTop5":25.682397959184,"nThreads":8,"testTop1":51.952726403061,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":24,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.883550671357,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.5015397960013,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.100341638257,"weightDecay":0.0001,"testTop5":25.970583545918,"nThreads":8,"testTop1":52.120934311224,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":25,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.867304352116,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.4981906924214,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":30.030305686446,"weightDecay":0.0001,"testTop5":25.681999362245,"nThreads":8,"testTop1":51.935188137755,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":26,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.771738314133,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.4941098571419,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":29.899248478794,"weightDecay":0.0001,"testTop5":24.55078125,"nThreads":8,"testTop1":50.11399872449,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":27,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.740515712434,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.4877026853981,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":29.864492478675,"weightDecay":0.0001,"testTop5":25.139110331633,"nThreads":8,"testTop1":51.665736607143,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":28,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.657242342448,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.4861186077783,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":29.799043832042,"weightDecay":0.0001,"testTop5":25.832270408163,"nThreads":8,"testTop1":51.908083545918,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":29,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.588228641987,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.4821266845032,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":29.757297444688,"weightDecay":0.0001,"testTop5":24.360251913265,"nThreads":8,"testTop1":50.320073341837,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":30,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":54.523581750417,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":2.4791804272693,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":21.841943022013,"weightDecay":0.0001,"testTop5":15.697146045918,"nThreads":8,"testTop1":38.216677295918,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":31,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":44.434500158932,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.966832681493,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":20.195517441475,"weightDecay":0.0001,"testTop5":15.043048469388,"nThreads":8,"testTop1":37.306680484694,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":32,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":42.238242526704,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.8522269602184,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":19.575766781296,"weightDecay":0.0001,"testTop5":14.656010841837,"nThreads":8,"testTop1":36.866230867347,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":33,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":41.327133858275,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.8081002318776,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":19.14842314591,"weightDecay":0.0001,"testTop5":14.564732142857,"nThreads":8,"testTop1":36.714764030612,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":34,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.834411982249,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7781656991709,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.920419069567,"weightDecay":0.0001,"testTop5":14.212771045918,"nThreads":8,"testTop1":36.351243622449,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":35,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.450448808185,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7609841915039,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.70323568477,"weightDecay":0.0001,"testTop5":14.500558035714,"nThreads":8,"testTop1":36.70559630102,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":36,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.269615109541,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7494454980254,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.641746147209,"weightDecay":0.0001,"testTop5":14.195232780612,"nThreads":8,"testTop1":36.111686862245,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":37,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.132160780653,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7425837260741,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.62535628707,"weightDecay":0.0001,"testTop5":14.402104591837,"nThreads":8,"testTop1":36.517458545918,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":38,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.050967935037,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7403169253728,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.508696286231,"weightDecay":0.0001,"testTop5":14.398517219388,"nThreads":8,"testTop1":36.470822704082,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":39,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.024296071062,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7347229724878,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.554346112803,"weightDecay":0.0001,"testTop5":14.266183035714,"nThreads":8,"testTop1":36.28268494898,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":40,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.052475933158,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7370095872736,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.498682261794,"weightDecay":0.0001,"testTop5":14.239875637755,"nThreads":8,"testTop1":36.343271683673,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":41,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.975028249722,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7351379516956,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.513309788987,"weightDecay":0.0001,"testTop5":14.469068877551,"nThreads":8,"testTop1":36.498325892857,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":42,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.939299118713,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7337875884253,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.490552825671,"weightDecay":0.0001,"testTop5":14.390943877551,"nThreads":8,"testTop1":36.179049744898,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":43,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.95667466275,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7347210571363,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.487160239236,"weightDecay":0.0001,"testTop5":13.936941964286,"nThreads":8,"testTop1":36.005660076531,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":44,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.942039494596,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7332177325562,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.474023245112,"weightDecay":0.0001,"testTop5":14.435586734694,"nThreads":8,"testTop1":36.409040178571,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":45,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.995685586267,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7342107151653,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.499918460036,"weightDecay":0.0001,"testTop5":14.502949617347,"nThreads":8,"testTop1":36.355628188776,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":46,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.994905116736,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7344304250075,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.50353754637,"weightDecay":0.0001,"testTop5":14.397321428571,"nThreads":8,"testTop1":36.465242346939,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":47,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.994585287964,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7342276109682,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.430288024912,"weightDecay":0.0001,"testTop5":14.492984693878,"nThreads":8,"testTop1":36.677694515306,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":48,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":40.030728668185,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7322794360953,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.445971641994,"weightDecay":0.0001,"testTop5":14.328364158163,"nThreads":8,"testTop1":36.477200255102,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":49,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.896960011143,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7315863661714,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.451258640835,"weightDecay":0.0001,"testTop5":14.442362882653,"nThreads":8,"testTop1":36.440130739796,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":50,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.960540442949,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7317997202173,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.404869824232,"weightDecay":0.0001,"testTop5":14.542410714286,"nThreads":8,"testTop1":36.489556760204,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":51,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.931741117274,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7312311008617,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.394435546971,"weightDecay":0.0001,"testTop5":14.658801020408,"nThreads":8,"testTop1":36.789700255102,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":52,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.886904507206,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7280647006068,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.35621764599,"weightDecay":0.0001,"testTop5":14.654416454082,"nThreads":8,"testTop1":36.890545280612,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":53,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.827659228883,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7243794309986,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.343138504852,"weightDecay":0.0001,"testTop5":14.464285714286,"nThreads":8,"testTop1":36.631457270408,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":54,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.83035321322,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7262530842027,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.341150763572,"weightDecay":0.0001,"testTop5":14.235889668367,"nThreads":8,"testTop1":36.262755102041,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":55,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.741992600931,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7228156877207,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.275344629147,"weightDecay":0.0001,"testTop5":14.430006377551,"nThreads":8,"testTop1":36.264748086735,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":56,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.719983360171,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7194601046098,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.253052127069,"weightDecay":0.0001,"testTop5":14.415656887755,"nThreads":8,"testTop1":36.164301658163,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":57,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.689072946284,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7192765257099,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.229453020755,"weightDecay":0.0001,"testTop5":14.309630102041,"nThreads":8,"testTop1":36.338488520408,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":58,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.657845432539,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7174514878404,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.21179803588,"weightDecay":0.0001,"testTop5":14.504145408163,"nThreads":8,"testTop1":36.748644770408,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":59,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.589024393439,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7148249654027,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":18.177962225711,"weightDecay":0.0001,"testTop5":14.284518494898,"nThreads":8,"testTop1":36.473214285714,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":60,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":39.636583914337,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.7145782445694,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":15.491117820117,"weightDecay":0.0001,"testTop5":12.013313137755,"nThreads":8,"testTop1":32.435427295918,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":61,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":35.389523064348,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.5208115002254,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.889466412084,"weightDecay":0.0001,"testTop5":11.794882015306,"nThreads":8,"testTop1":32.198262117347,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":62,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":34.434084818154,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4756914135698,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.68531577688,"weightDecay":0.0001,"testTop5":11.590401785714,"nThreads":8,"testTop1":32.034040178571,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":63,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":34.073938517776,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4586507770089,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.502932600616,"weightDecay":0.0001,"testTop5":11.477200255102,"nThreads":8,"testTop1":31.890146683673,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":64,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":33.784367948485,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4464966169842,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.408951516141,"weightDecay":0.0001,"testTop5":11.497927295918,"nThreads":8,"testTop1":31.603954081633,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":65,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":33.588671490223,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.437501198095,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.251629052765,"weightDecay":0.0001,"testTop5":11.46165497449,"nThreads":8,"testTop1":31.53977997449,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":66,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":33.422217533341,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4270673518891,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.210790302355,"weightDecay":0.0001,"testTop5":11.464046556122,"nThreads":8,"testTop1":31.579639668367,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":67,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":33.343024982011,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.423918777079,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.11491589704,"weightDecay":0.0001,"testTop5":11.40625,"nThreads":8,"testTop1":31.54934630102,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":68,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":33.26886782361,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4178606644734,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":14.043889349287,"weightDecay":0.0001,"testTop5":11.465242346939,"nThreads":8,"testTop1":31.643415178571,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":69,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":33.068455801192,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4120381133302,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.944441157619,"weightDecay":0.0001,"testTop5":11.375558035714,"nThreads":8,"testTop1":31.523836096939,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":70,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.969315976855,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4052523856873,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.919342785711,"weightDecay":0.0001,"testTop5":11.410235969388,"nThreads":8,"testTop1":31.396285076531,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":71,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.893330991561,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.4013457752489,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.821261780178,"weightDecay":0.0001,"testTop5":11.442920918367,"nThreads":8,"testTop1":31.342075892857,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":72,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.786332439414,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3972220784896,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.854148473904,"weightDecay":0.0001,"testTop5":11.353236607143,"nThreads":8,"testTop1":31.246412627551,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":73,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.788924362351,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3963556116039,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.794393434363,"weightDecay":0.0001,"testTop5":11.321348852041,"nThreads":8,"testTop1":31.240035076531,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":74,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.649684777635,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3918167042208,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.755932659997,"weightDecay":0.0001,"testTop5":11.356026785714,"nThreads":8,"testTop1":31.492346938776,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":75,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.596974157835,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3877562980314,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.707650522554,"weightDecay":0.0001,"testTop5":11.356425382653,"nThreads":8,"testTop1":31.447704081633,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":76,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.478248368764,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.384023538991,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.614877801394,"weightDecay":0.0001,"testTop5":11.232063137755,"nThreads":8,"testTop1":31.378348214286,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":77,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.425858669303,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.379692891261,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.600200062176,"weightDecay":0.0001,"testTop5":11.200175382653,"nThreads":8,"testTop1":31.203364158163,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":78,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.403766469544,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3783583002967,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.603983974941,"weightDecay":0.0001,"testTop5":11.223294005102,"nThreads":8,"testTop1":31.337292729592,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":79,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.374257080332,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3774390245175,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.552981655582,"weightDecay":0.0001,"testTop5":11.13600127551,"nThreads":8,"testTop1":31.157525510204,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":80,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.286536125588,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3742785483093,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.54622049716,"weightDecay":0.0001,"testTop5":11.257971938776,"nThreads":8,"testTop1":31.416613520408,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":81,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.333081036097,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.372767822702,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.530718079997,"weightDecay":0.0001,"testTop5":11.326929209184,"nThreads":8,"testTop1":31.30540497449,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":82,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.28864339332,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3715253680379,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.437644632465,"weightDecay":0.0001,"testTop5":11.265943877551,"nThreads":8,"testTop1":31.086575255102,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":83,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.106904786647,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3655619668079,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.478508488889,"weightDecay":0.0001,"testTop5":11.209343112245,"nThreads":8,"testTop1":31.104910714286,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":84,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.088999287426,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3666230330815,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.421098678419,"weightDecay":0.0001,"testTop5":11.173867984694,"nThreads":8,"testTop1":31.101721938776,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":85,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.102303836897,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3645746593709,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.354923594762,"weightDecay":0.0001,"testTop5":11.293845663265,"nThreads":8,"testTop1":31.092554209184,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":86,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":32.031182868705,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.359539918478,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.321149458059,"weightDecay":0.0001,"testTop5":11.194196428571,"nThreads":8,"testTop1":30.986926020408,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":87,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":31.966663144548,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3571240185381,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.31916553726,"weightDecay":0.0001,"testTop5":11.15234375,"nThreads":8,"testTop1":31.096141581633,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":88,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":31.940163747965,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3556841622342,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.316310546971,"weightDecay":0.0001,"testTop5":11.182238520408,"nThreads":8,"testTop1":31.264748086735,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":89,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":31.983122319114,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3579143550251,"backend":"cudnn","testOnly":false,"shareGradInput":true}
json_stats: {"cudnn":"fastest","LR":0.1,"nClasses":0,"batchSize":256,"data":"\/home\/zagoruys\/ILSVRC2012_256","netType":"wrn","resetClassifier":false,"optimState":"none","gen":"gen","nGPU":2,"dataset":"imagenet","momentum":0.9,"resume":"none","trainTop5":13.313065321916,"weightDecay":0.0001,"testTop5":11.171077806122,"nThreads":8,"testTop1":31.00924744898,"save_folder":"logs\/resnet18","shortcutType":"B","epoch":90,"depth":18,"retrain":"none","epochNumber":1,"tenCrop":false,"trainTop1":31.87333918267,"manualSeed":0,"nEpochs":90,"width":1,"trainLoss":1.3543587757157,"backend":"cudnn","testOnly":false,"shareGradInput":true}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment