val_auc depth width activation regularization_function regularization_penalty dropout optimizer learning_rate learning_rate_schedule batch_size tuner/epochs tuner/initial_epoch tuner/bracket tuner/round 0.9944338202476501 2 64 swish l2 0.0001 0.1 rmsprop 0.01 exponential 256 4 2 3 1 0.9941594004631042 1 32 tanh l1_l2 1e-05 0.2 rmsprop 0.01 none 32 2 0 3 0 0.9937589168548584 3 128 swish none 0.0001 0.4 sgd 0.001 none 32 32 11 3 3 0.9935486912727356 1 16 swish l1_l2 1e-05 0.5 rmsprop 0.01 exponential 128 11 0 1 0 0.9935321807861328 2 64 elu l1_l2 1e-05 0.1 sgd 0.01 exponential 64 11 0 1 0 0.9934306144714355 3 128 selu l1 1e-05 0 adam 0.01 cosine 1024 11 0 1 0 0.9933761954307556 1 32 tanh l1_l2 1e-05 0.2 rmsprop 0.01 none 32 32 11 3 3 0.9932994842529297 3 128 swish none 0.0001 0.4 sgd 0.001 none 32 11 4 3 2 0.9930968284606934 2 64 tanh l1_l2 1e-05 0.2 rmsprop 0.01 exponential 1024 11 4 3 2 0.9930705428123474 3 16 relu l2 1e-05 0.1 rmsprop 0.01 cosine 64 4 0 2 0 0.9930494427680969 2 32 tanh l1_l2 1e-05 0.3 adam 0.001 exponential 32 2 0 3 0 0.993046760559082 1 32 tanh l1_l2 1e-05 0.2 rmsprop 0.01 none 32 11 4 3 2 0.9930127263069153 2 64 swish l2 0.0001 0.1 rmsprop 0.01 exponential 256 11 4 3 2 0.9929917454719543 2 64 tanh l1_l2 1e-05 0.2 rmsprop 0.01 exponential 1024 2 0 3 0 0.9929359555244446 3 128 relu l1_l2 1e-05 0.4 adam 0.01 none 256 32 0 0 0 0.9929246306419373 3 128 swish none 0.0001 0.4 sgd 0.001 none 32 4 2 3 1 0.992909848690033 2 128 leaky none 1e-05 0.2 sgd 0.01 none 256 2 0 3 0 0.9925918579101562 2 64 swish l2 0.0001 0.1 rmsprop 0.01 exponential 256 2 0 3 0 0.9925651550292969 2 64 tanh l1_l2 1e-05 0.1 adam 0.0001 none 64 32 11 2 2 0.9925131797790527 1 16 tanh none 1e-05 0.4 sgd 0.01 none 512 11 4 2 1 0.9924631118774414 2 64 tanh l1_l2 1e-05 0.2 rmsprop 0.01 exponential 1024 32 11 3 3 0.9924508929252625 2 64 tanh none 0.0001 0.3 sgd 0.001 none 128 4 0 2 0 0.9924142360687256 3 32 relu none 1e-05 0.1 sgd 0.01 none 64 2 0 3 0 0.9924017786979675 2 64 swish l1 1e-05 0.3 adam 0.001 exponential 128 11 0 1 0 0.9923403859138489 2 64 tanh l1_l2 1e-05 0.2 rmsprop 0.01 exponential 1024 4 2 3 1 0.9923321604728699 2 32 tanh l1_l2 1e-05 0.3 adam 0.001 exponential 32 4 2 3 1 0.9923298358917236 2 64 swish l1 1e-05 0.3 adam 0.001 exponential 128 32 11 1 1 0.9923128485679626 3 128 selu l1 1e-05 0 adam 0.01 cosine 1024 32 11 1 1 0.992190420627594 2 64 tanh l1_l2 1e-05 0.1 adam 0.0001 none 64 11 4 2 1 0.99214768409729 1 64 selu l1_l2 1e-05 0.1 adam 0.0001 none 64 32 0 0 0 0.9920713305473328 3 128 swish none 0.0001 0.4 sgd 0.001 none 32 2 0 3 0 0.992009162902832 1 16 swish l1_l2 1e-05 0.5 rmsprop 0.01 exponential 128 32 11 1 1 0.9919902682304382 3 32 relu none 1e-05 0.1 sgd 0.01 none 64 4 2 3 1 0.9919009208679199 2 128 leaky l1_l2 1e-05 0 adam 0.01 cosine 64 32 0 0 0 0.9918718338012695 2 64 tanh none 0.0001 0.3 sgd 0.001 none 128 11 4 2 1 0.9918573498725891 2 64 tanh none 0.0001 0.3 sgd 0.001 none 128 32 11 2 2 0.9918432235717773 1 32 tanh l1_l2 1e-05 0.2 rmsprop 0.01 none 32 4 2 3 1 0.9918308258056641 2 64 elu l1_l2 1e-05 0.1 sgd 0.01 exponential 64 32 11 1 1 0.9917027354240417 2 32 leaky l1 1e-05 0.3 adam 0.001 none 64 4 2 3 1 0.9916775822639465 2 32 leaky l1 1e-05 0.3 adam 0.001 none 64 11 4 3 2 0.9916538596153259 2 16 leaky l1 0.0001 0.4 rmsprop 0.01 none 128 4 2 3 1 0.9915803074836731 1 64 tanh l1 1e-05 0.1 adam 0.001 exponential 1024 32 0 0 0 0.9915750622749329 1 16 tanh none 1e-05 0.4 sgd 0.01 none 512 32 11 2 2 0.9915399551391602 2 32 tanh l1_l2 1e-05 0.3 adam 0.001 exponential 32 11 4 3 2 0.9915380477905273 2 128 selu l1_l2 0.0001 0.1 sgd 0.001 exponential 64 2 0 3 0 0.9913206696510315 2 128 leaky none 1e-05 0.2 sgd 0.01 none 256 4 2 3 1 0.9911593794822693 2 64 swish l2 0.0001 0.1 rmsprop 0.01 exponential 256 32 11 3 3 0.9910838007926941 1 128 relu l1_l2 0.0001 0.3 adam 0.001 none 32 2 0 3 0 0.9910128712654114 2 32 leaky l1 1e-05 0.3 adam 0.001 none 64 2 0 3 0 0.9909328818321228 2 64 linear l1_l2 0.0001 0.3 rmsprop 0.01 cosine 32 11 4 2 1 0.9906920790672302 2 64 tanh l1_l2 1e-05 0.1 adam 0.0001 none 64 4 0 2 0 0.9904146790504456 2 32 swish l1_l2 0.0001 0.2 sgd 0.01 exponential 128 4 2 3 1 0.9903735518455505 2 16 selu l1 1e-05 0.1 rmsprop 0.001 cosine 512 32 11 1 1 0.9903724789619446 3 16 leaky l1_l2 1e-05 0.1 rmsprop 0.001 exponential 64 2 0 3 0 0.9903473854064941 3 16 linear l1_l2 0.0001 0.4 adam 0.001 exponential 64 4 0 2 0 0.9902937412261963 1 128 relu l1_l2 0.0001 0.3 adam 0.001 none 32 4 2 3 1 0.9902825355529785 1 128 elu l1 0.0001 0.4 rmsprop 0.001 cosine 128 11 4 2 1 0.9902615547180176 1 16 linear l2 0.0001 0.1 sgd 0.0001 none 32 11 0 1 0 0.9901533126831055 1 128 tanh l1_l2 0.0001 0.1 sgd 0.01 none 256 4 2 3 1 0.9901118278503418 2 64 linear l1_l2 0.0001 0.3 rmsprop 0.01 cosine 32 4 0 2 0 0.9900187849998474 3 64 tanh l2 1e-05 0.2 rmsprop 0.001 cosine 1024 11 4 2 1 0.9900081753730774 1 32 selu none 0.0001 0.3 rmsprop 0.01 none 64 4 2 3 1 0.9898774027824402 3 32 relu none 1e-05 0.1 sgd 0.01 none 64 11 4 3 2 0.9898743629455566 2 64 linear l1_l2 0.0001 0.3 rmsprop 0.01 cosine 32 32 11 2 2 0.9898713231086731 2 128 elu l2 0.0001 0.2 rmsprop 0.0001 none 128 11 0 1 0 0.9896300435066223 1 64 swish l1 0.0001 0.1 adam 0.01 exponential 512 4 2 3 1 0.9895570874214172 1 16 tanh none 1e-05 0.4 sgd 0.01 none 512 4 0 2 0 0.9894183278083801 1 128 relu none 0.0001 0.1 rmsprop 0.001 cosine 64 32 0 0 0 0.989339292049408 1 64 tanh l2 1e-05 0.4 adam 0.001 none 256 4 2 3 1 0.9892551302909851 1 128 elu l1 0.0001 0.4 rmsprop 0.001 cosine 128 4 0 2 0 0.9892277717590332 3 16 swish l1 0.0001 0.1 adam 0.01 none 512 4 2 3 1 0.9891067147254944 3 16 linear l1_l2 0.0001 0.4 adam 0.001 exponential 64 11 4 2 1 0.9890812039375305 1 128 selu l1_l2 0.0001 0.1 sgd 0.001 none 128 4 2 3 1 0.9890325665473938 2 128 selu l1_l2 0.0001 0.1 sgd 0.001 exponential 64 4 2 3 1 0.9890026450157166 3 128 selu l2 0.0001 0.1 rmsprop 0.001 none 1024 11 0 1 0 0.9888791441917419 1 128 tanh l1_l2 0.0001 0.1 sgd 0.01 none 256 2 0 3 0 0.9888536334037781 2 16 leaky l1 0.0001 0.4 rmsprop 0.01 none 128 2 0 3 0 0.9888413548469543 3 128 selu l2 0.0001 0.1 rmsprop 0.001 none 1024 32 11 1 1 0.9888362288475037 2 128 swish none 1e-05 0.2 adam 0.001 exponential 128 2 0 3 0 0.9887993335723877 3 16 relu l2 1e-05 0.1 rmsprop 0.01 cosine 64 11 4 2 1 0.9886558651924133 1 64 linear l1_l2 0.0001 0.5 adam 0.01 none 512 4 2 3 1 0.9885514378547668 3 16 leaky l1_l2 1e-05 0.1 rmsprop 0.001 exponential 64 4 2 3 1 0.9882824420928955 2 128 swish none 1e-05 0.2 adam 0.001 exponential 128 4 2 3 1 0.9882408976554871 1 16 sigmoid none 0.0001 0.1 rmsprop 0.001 none 64 2 0 3 0 0.9882218241691589 1 64 tanh l2 1e-05 0.4 adam 0.001 none 256 2 0 3 0 0.9882125854492188 2 32 linear l2 0.0001 0 rmsprop 0.001 none 128 2 0 3 0 0.9881876111030579 2 32 swish l1_l2 0.0001 0.2 sgd 0.01 exponential 128 2 0 3 0 0.9881858229637146 2 128 leaky none 1e-05 0.2 sgd 0.01 none 256 11 4 3 2 0.987963855266571 1 128 selu l1_l2 0.0001 0.1 sgd 0.001 none 128 2 0 3 0 0.987679660320282 1 128 elu none 0.0001 0.1 sgd 0.01 cosine 128 11 0 1 0 0.9876725077629089 0 128 selu l2 1e-05 0.4 sgd 0.01 cosine 32 4 0 2 0 0.9873266220092773 1 128 selu l2 1e-05 0 adam 0.01 none 512 2 0 3 0 0.9872315526008606 1 32 selu none 0.0001 0.3 rmsprop 0.01 none 64 2 0 3 0 0.9870765805244446 0 128 swish l1_l2 1e-05 0.2 rmsprop 0.01 none 128 2 0 3 0 0.9870497584342957 1 32 linear none 0.0001 0 adam 0.001 exponential 64 2 0 3 0 0.9870216250419617 2 16 selu l1 1e-05 0.1 rmsprop 0.001 cosine 512 11 0 1 0 0.9869754314422607 3 16 swish l1 0.0001 0.1 adam 0.01 none 512 2 0 3 0 0.9869093894958496 1 128 selu l2 1e-05 0.4 adam 0.001 none 64 2 0 3 0 0.9868857264518738 1 64 linear l1_l2 0.0001 0.5 adam 0.01 none 512 2 0 3 0 0.9867324829101562 2 128 swish l1_l2 1e-05 0.3 sgd 0.001 none 512 4 0 2 0 0.9863755702972412 2 32 linear l2 0.0001 0 rmsprop 0.001 none 128 4 2 3 1 0.9863345623016357 0 128 selu l2 1e-05 0.4 sgd 0.01 cosine 32 11 4 2 1 0.9862763285636902 1 64 swish l1 0.0001 0.1 adam 0.01 exponential 512 2 0 3 0 0.9861957430839539 3 64 tanh l2 1e-05 0.2 rmsprop 0.001 cosine 1024 4 0 2 0 0.9856066703796387 0 16 leaky l1 1e-05 0.1 adam 0.01 none 256 2 0 3 0 0.9855330586433411 0 128 leaky l1 1e-05 0 rmsprop 0.01 cosine 512 11 4 2 1 0.984687089920044 1 64 selu l1 0.0001 0.4 adam 0.01 cosine 512 32 0 0 0 0.984061062335968 1 64 elu l1 0.0001 0.2 rmsprop 0.001 exponential 256 2 0 3 0 0.983822762966156 3 128 swish l2 1e-05 0.3 sgd 0.001 none 512 2 0 3 0 0.9837086200714111 2 16 tanh none 1e-05 0.2 rmsprop 0.0001 exponential 256 32 0 0 0 0.9830943942070007 0 128 leaky l1 1e-05 0 rmsprop 0.01 cosine 512 4 0 2 0 0.9828574061393738 1 128 selu l2 1e-05 0 adam 0.01 none 512 4 2 3 1 0.9826727509498596 3 32 swish l2 0.0001 0.4 adam 0.001 none 256 2 0 3 0 0.9820945262908936 1 16 sigmoid none 0.0001 0.1 rmsprop 0.001 none 64 4 2 3 1 0.9817717671394348 3 128 tanh l1_l2 1e-05 0.4 sgd 0.001 exponential 1024 2 0 3 0 0.9815348982810974 2 128 selu l1 1e-05 0.5 sgd 0.001 exponential 32 11 0 1 0 0.9799984097480774 2 64 tanh l1 0.0001 0.3 rmsprop 0.0001 none 128 4 0 2 0 0.9799219965934753 3 16 tanh l1_l2 1e-05 0.2 sgd 0.01 none 1024 4 0 2 0 0.9794510006904602 0 128 tanh l1 0.0001 0.5 sgd 0.01 none 1024 2 0 3 0 0.9790468811988831 2 32 linear l1 1e-05 0.5 adam 0.001 cosine 256 2 0 3 0 0.9789547324180603 1 32 leaky l2 1e-05 0.3 rmsprop 0.01 cosine 1024 2 0 3 0 0.978050708770752 0 64 leaky l1_l2 1e-05 0.3 sgd 0.01 cosine 512 2 0 3 0 0.9741339087486267 1 128 linear l1 0.0001 0.4 rmsprop 0.0001 none 64 2 0 3 0 0.9739223122596741 2 32 selu l1_l2 0.0001 0.3 rmsprop 0.01 exponential 1024 2 0 3 0 0.9732263684272766 3 64 relu none 1e-05 0.3 rmsprop 0.001 exponential 1024 4 0 2 0 0.972564697265625 2 64 sigmoid l1 1e-05 0.1 rmsprop 0.01 exponential 1024 4 0 2 0 0.9707939028739929 2 64 relu l1 1e-05 0.2 sgd 0.0001 cosine 32 2 0 3 0 0.9583563804626465 3 64 swish l1 0.0001 0.4 sgd 0.0001 cosine 32 4 0 2 0 0.9571217894554138 2 32 sigmoid none 1e-05 0.1 rmsprop 0.01 none 1024 2 0 3 0 0.9561222195625305 0 16 linear none 0.0001 0.1 sgd 0.001 exponential 128 2 0 3 0 0.9558879733085632 2 128 sigmoid l2 0.0001 0.3 adam 0.001 cosine 256 2 0 3 0 0.9557366967201233 2 16 relu none 1e-05 0.5 sgd 0.0001 none 32 4 0 2 0 0.9556441903114319 2 64 sigmoid l1 0.0001 0.4 adam 0.01 cosine 256 4 0 2 0 0.9545832276344299 0 128 elu none 1e-05 0.3 adam 0.0001 none 64 11 0 1 0 0.9542279243469238 1 16 tanh none 1e-05 0.2 sgd 0.001 none 512 2 0 3 0 0.9503658413887024 3 32 tanh l1_l2 1e-05 0.1 adam 0.001 exponential 1024 2 0 3 0 0.9443328380584717 2 32 tanh none 1e-05 0.4 adam 0.0001 exponential 1024 32 0 0 0 0.9376120567321777 2 128 elu l2 1e-05 0.2 sgd 0.0001 exponential 1024 11 0 1 0 0.936230480670929 1 32 tanh l1_l2 0.0001 0.4 sgd 0.0001 exponential 128 4 0 2 0 0.934670627117157 2 32 selu l1 1e-05 0.2 sgd 0.0001 cosine 32 4 0 2 0 0.9296073317527771 2 16 leaky l2 1e-05 0 adam 0.0001 exponential 512 32 0 0 0 0.9286565780639648 2 32 tanh l1 0.0001 0.1 adam 0.001 none 1024 2 0 3 0 0.9275693893432617 1 16 sigmoid l1 1e-05 0.5 sgd 0.0001 exponential 128 11 0 1 0 0.9260482788085938 2 64 relu l2 1e-05 0.2 rmsprop 0.001 cosine 512 2 0 3 0 0.9118108749389648 3 128 selu l2 1e-05 0.5 sgd 0.0001 exponential 128 32 0 0 0 0.9107775092124939 0 16 leaky l1 0.0001 0.4 rmsprop 0.0001 none 32 4 0 2 0 0.9038813710212708 1 64 selu l1_l2 0.0001 0.1 rmsprop 0.0001 exponential 128 2 0 3 0 0.9013366103172302 0 128 selu l2 0.0001 0.1 rmsprop 0.001 exponential 256 2 0 3 0 0.8846476674079895 1 64 swish l2 0.0001 0 sgd 0.0001 cosine 64 2 0 3 0 0.8795368671417236 2 32 relu none 1e-05 0.3 sgd 0.0001 none 64 2 0 3 0 0.8654263615608215 2 16 tanh none 0.0001 0.4 adam 0.0001 none 128 2 0 3 0 0.8619585633277893 3 32 sigmoid none 1e-05 0.5 rmsprop 0.001 exponential 32 2 0 3 0 0.8598794937133789 1 16 swish l2 0.0001 0.2 adam 0.0001 exponential 128 4 0 2 0 0.8592023253440857 2 16 linear l2 1e-05 0.3 rmsprop 0.001 cosine 1024 2 0 3 0 0.856231153011322 3 16 sigmoid l1 1e-05 0.3 adam 0.01 cosine 128 2 0 3 0 0.853107750415802 1 16 sigmoid l2 0.0001 0.2 sgd 0.0001 none 256 11 0 1 0 0.8268956542015076 0 64 sigmoid l2 1e-05 0.1 adam 0.0001 exponential 64 4 0 2 0 0.8184712529182434 1 32 leaky none 0.0001 0.5 rmsprop 0.0001 cosine 64 2 0 3 0 0.8060541749000549 2 64 selu l1 0.0001 0.4 rmsprop 0.001 none 512 2 0 3 0 0.8053920865058899 0 128 relu none 0.0001 0.1 sgd 0.001 exponential 512 2 0 3 0 0.7950654625892639 0 32 elu l2 0.0001 0.2 rmsprop 0.001 exponential 512 2 0 3 0 0.7913184762001038 2 16 tanh l1 0.0001 0.4 rmsprop 0.001 cosine 512 2 0 3 0 0.7813119292259216 0 64 elu l1 0.0001 0.3 adam 0.0001 cosine 256 11 0 1 0 0.7805943489074707 0 16 tanh l1 0.0001 0.1 rmsprop 0.0001 cosine 64 4 0 2 0 0.7776821255683899 1 32 relu l1 0.0001 0.3 adam 0.0001 exponential 512 4 0 2 0 0.7459271550178528 1 32 tanh l1 0.0001 0 adam 0.0001 exponential 512 4 0 2 0 0.7322441935539246 2 16 elu l1_l2 0.0001 0.3 rmsprop 0.0001 exponential 512 2 0 3 0 0.7231552004814148 3 16 swish none 1e-05 0.4 adam 0.0001 cosine 32 4 0 2 0 0.7198131680488586 2 64 relu l2 1e-05 0.3 adam 0.0001 exponential 512 4 0 2 0 0.7116338610649109 0 64 tanh l1_l2 0.0001 0.3 sgd 0.0001 none 128 2 0 3 0 0.7103161215782166 1 128 elu l2 1e-05 0.5 rmsprop 0.0001 none 1024 2 0 3 0 0.7097992300987244 0 64 sigmoid l1_l2 1e-05 0.5 sgd 0.001 none 1024 2 0 3 0 0.7008686065673828 1 32 tanh none 1e-05 0.4 adam 0.0001 exponential 1024 2 0 3 0 0.6792396903038025 2 128 selu l1_l2 0.0001 0.5 sgd 0.0001 exponential 256 2 0 3 0 0.6665049195289612 3 128 sigmoid l1 0.0001 0 sgd 0.01 exponential 1024 11 0 1 0 0.6598640084266663 2 16 relu l1_l2 1e-05 0.1 adam 0.0001 cosine 512 2 0 3 0 0.6528355479240417 1 16 tanh l1_l2 0.0001 0.1 rmsprop 0.0001 cosine 1024 4 0 2 0 0.6468470692634583 0 128 elu none 1e-05 0.2 rmsprop 0.0001 cosine 256 2 0 3 0 0.6347514986991882 0 64 swish none 0.0001 0.5 adam 0.0001 exponential 1024 4 0 2 0 0.6172779202461243 3 16 sigmoid l1 0.0001 0.4 sgd 0.001 cosine 1024 2 0 3 0