val_accuracy depth width activation regularization_function regularization_penalty dropout optimizer learning_rate batch_size tuner/epochs tuner/initial_epoch tuner/bracket tuner/round 0.9850000143051147 3 512 swish l1_l2 1e-05 0.2 adam 0.01 512 32 11 2 2 0.9833333492279053 4 512 relu none 1e-05 0.4 sgd 0.0001 32 32 11 2 2 0.9828333258628845 2 256 tanh l2 1e-05 0.1 adam 0.001 64 32 0 0 0 0.9819999933242798 2 256 relu none 0.0001 0.4 rmsprop 0.001 512 32 11 2 2 0.9808333516120911 3 256 sigmoid l1 1e-05 0.1 adam 0.001 32 32 11 3 3 0.9794999957084656 3 128 swish none 0.0001 0.3 sgd 0.01 512 32 0 0 0 0.9793333411216736 1 256 swish l1 1e-05 0.4 sgd 0.01 128 32 11 3 3 0.9793333411216736 3 128 sigmoid none 1e-05 0.2 sgd 0.01 128 32 11 2 2 0.9785000085830688 2 128 swish none 0.0001 0.1 sgd 0.01 128 32 0 0 0 0.9781666398048401 3 128 swish none 1e-05 0.4 adam 0.001 128 32 11 3 3 0.9776666760444641 3 128 sigmoid none 1e-05 0.2 sgd 0.01 128 11 4 2 1 0.9771666526794434 2 128 sigmoid none 1e-05 0.2 adam 0.01 256 32 11 3 3 0.9756666421890259 3 512 swish l1_l2 1e-05 0.2 adam 0.01 512 11 4 2 1 0.9750000238418579 4 512 relu none 1e-05 0.4 sgd 0.0001 32 11 4 2 1 0.9750000238418579 1 256 swish l1 1e-05 0.4 sgd 0.01 128 11 4 3 2 0.9745000004768372 2 128 sigmoid none 1e-05 0.2 adam 0.01 256 11 4 3 2 0.9741666913032532 1 256 swish l2 0.0001 0 adam 0.001 512 32 0 0 0 0.9739999771118164 2 256 relu none 0.0001 0.4 rmsprop 0.001 512 11 4 2 1 0.9739999771118164 3 512 swish l2 0.0001 0.3 sgd 0.01 64 32 0 0 0 0.9733333587646484 3 256 sigmoid l1 1e-05 0.1 adam 0.001 32 11 4 3 2 0.9729999899864197 1 512 relu none 1e-05 0.1 sgd 0.01 256 11 4 3 2 0.972000002861023 3 128 tanh l2 0.0001 0.1 rmsprop 0.001 1024 32 11 1 1 0.971666693687439 1 64 relu l1_l2 1e-05 0.1 rmsprop 0.001 128 32 0 0 0 0.9711666703224182 3 128 swish none 1e-05 0.4 adam 0.001 128 11 4 3 2 0.9710000157356262 1 256 relu l1 0.0001 0.5 sgd 0.001 32 11 4 3 2 0.9704999923706055 3 512 swish l1_l2 1e-05 0.2 adam 0.01 512 4 0 2 0 0.9698333144187927 1 512 relu none 1e-05 0.1 sgd 0.01 256 4 2 3 1 0.9696666598320007 3 128 sigmoid none 1e-05 0.2 sgd 0.01 128 4 0 2 0 0.9695000052452087 1 128 relu none 0.0001 0.4 adam 0.001 128 11 4 2 1 0.9693333506584167 3 64 tanh l1_l2 1e-05 0.1 rmsprop 0.001 32 11 4 3 2 0.968666672706604 2 128 swish l1 0.0001 0 adam 0.001 1024 32 0 0 0 0.9670000076293945 1 512 relu none 1e-05 0.1 sgd 0.01 256 2 0 3 0 0.9668333530426025 4 512 relu none 1e-05 0.4 sgd 0.0001 32 4 0 2 0 0.965666651725769 3 512 relu l2 1e-05 0.1 adam 0.01 128 11 4 3 2 0.9646666646003723 3 128 tanh l2 0.0001 0.1 rmsprop 0.001 1024 11 0 1 0 0.9636666774749756 2 256 relu none 0.0001 0.4 rmsprop 0.001 512 4 0 2 0 0.9626666903495789 1 128 relu none 0.0001 0.4 adam 0.001 128 4 0 2 0 0.9618333578109741 4 128 sigmoid none 1e-05 0.5 adam 0.001 32 32 0 0 0 0.9616666436195374 2 128 sigmoid none 1e-05 0.2 adam 0.01 256 4 2 3 1 0.9608333110809326 1 256 swish l1 1e-05 0.4 sgd 0.01 128 4 2 3 1 0.9603333473205566 2 128 relu l1 0.0001 0 adam 0.001 128 2 0 3 0 0.9601666927337646 1 256 relu l1 0.0001 0.5 sgd 0.001 32 4 2 3 1 0.9595000147819519 2 128 relu l1 0.0001 0 adam 0.001 128 4 2 3 1 0.9588333368301392 4 128 sigmoid l2 1e-05 0.2 rmsprop 0.01 256 2 0 3 0 0.9588333368301392 2 128 sigmoid none 1e-05 0.2 adam 0.01 256 2 0 3 0 0.9583333134651184 1 256 swish l1 1e-05 0.4 sgd 0.01 128 2 0 3 0 0.9583333134651184 1 256 relu l1 0.0001 0.5 sgd 0.001 32 2 0 3 0 0.9576666951179504 2 128 sigmoid none 1e-05 0.4 adam 0.01 64 2 0 3 0 0.9573333263397217 3 512 relu l2 1e-05 0.1 adam 0.01 128 4 2 3 1 0.9558333158493042 4 128 sigmoid l2 1e-05 0.2 rmsprop 0.01 256 4 2 3 1 0.9546666741371155 1 128 swish l1_l2 1e-05 0.4 adam 0.01 64 2 0 3 0 0.9543333053588867 2 128 sigmoid none 1e-05 0.4 adam 0.01 64 4 2 3 1 0.9541666507720947 3 64 tanh l1_l2 1e-05 0.1 rmsprop 0.001 32 4 2 3 1 0.953499972820282 3 64 tanh l1_l2 1e-05 0.1 rmsprop 0.001 32 2 0 3 0 0.953499972820282 3 256 sigmoid l1 1e-05 0.1 adam 0.001 32 2 0 3 0 0.95333331823349 3 128 swish none 1e-05 0.4 adam 0.001 128 4 2 3 1 0.952833354473114 3 512 relu l2 1e-05 0.1 adam 0.01 128 2 0 3 0 0.952833354473114 3 256 sigmoid l1 1e-05 0.1 adam 0.001 32 4 2 3 1 0.9521666765213013 1 64 swish l1_l2 1e-05 0.4 adam 0.01 64 2 0 3 0 0.9520000219345093 3 128 swish none 1e-05 0.4 adam 0.001 128 2 0 3 0 0.9516666531562805 1 512 relu l2 1e-05 0.4 sgd 0.001 512 2 0 3 0 0.9514999985694885 4 128 relu l1_l2 1e-05 0.5 adam 0.01 1024 11 0 1 0 0.9509999752044678 1 64 sigmoid l1 0.0001 0.1 sgd 0.001 256 32 11 1 1 0.9506666660308838 3 256 relu l2 0.0001 0.3 sgd 0.001 1024 2 0 3 0 0.9506666660308838 1 128 swish l1_l2 1e-05 0.4 adam 0.01 64 4 2 3 1 0.950166642665863 1 64 swish l1 0.0001 0.1 rmsprop 0.01 32 2 0 3 0 0.949999988079071 1 64 swish l1 0.0001 0.1 rmsprop 0.01 32 4 2 3 1 0.9495000243186951 4 128 relu l1_l2 1e-05 0.5 adam 0.01 1024 32 11 1 1 0.9490000009536743 1 64 swish l1_l2 1e-05 0.4 adam 0.01 64 4 2 3 1 0.9490000009536743 2 64 tanh none 0.0001 0.4 sgd 0.01 512 11 4 2 1 0.9488333463668823 2 64 tanh l2 0.0001 0.2 adam 0.001 32 2 0 3 0 0.9476666450500488 1 128 relu none 0.0001 0.1 sgd 0.01 32 2 0 3 0 0.9476666450500488 1 512 relu l2 1e-05 0.4 sgd 0.001 512 4 2 3 1 0.9466666579246521 3 256 relu l2 0.0001 0.3 sgd 0.001 1024 4 2 3 1 0.9465000033378601 2 256 swish l1 0.0001 0.4 adam 0.0001 128 32 11 1 1 0.9455000162124634 2 64 tanh l2 0.0001 0.2 adam 0.001 32 4 2 3 1 0.9453333616256714 1 128 relu none 0.0001 0.1 sgd 0.01 32 4 2 3 1 0.9453333616256714 3 128 relu none 1e-05 0.2 adam 0.01 64 4 2 3 1 0.9449999928474426 3 128 relu none 1e-05 0.2 adam 0.01 64 2 0 3 0 0.9448333382606506 1 64 swish l2 1e-05 0.5 adam 0.01 1024 2 0 3 0 0.9441666603088379 2 64 tanh none 0.0001 0.4 sgd 0.01 512 4 0 2 0 0.9433333277702332 2 512 tanh none 0.0001 0.1 rmsprop 0.001 512 4 2 3 1 0.9433333277702332 2 256 swish l1 0.0001 0.4 adam 0.0001 128 11 0 1 0 0.9426666498184204 1 512 relu l1 0.0001 0.5 adam 0.01 64 2 0 3 0 0.9421666860580444 4 128 relu none 1e-05 0.4 adam 0.01 1024 4 2 3 1 0.9411666393280029 1 512 relu l1 0.0001 0.5 adam 0.01 64 4 2 3 1 0.9409999847412109 4 256 sigmoid l2 0.0001 0.3 rmsprop 0.01 32 11 4 2 1 0.9394999742507935 2 512 tanh none 0.0001 0.1 rmsprop 0.001 512 2 0 3 0 0.9386666417121887 1 64 sigmoid l2 0.0001 0.2 rmsprop 0.0001 32 32 11 1 1 0.937833309173584 4 128 relu none 1e-05 0.4 adam 0.01 1024 2 0 3 0 0.937666654586792 4 512 swish none 1e-05 0.5 adam 0.01 256 4 2 3 1 0.937166690826416 1 512 swish l1_l2 0.0001 0.4 rmsprop 0.001 1024 11 4 2 1 0.9355000257492065 4 512 swish none 1e-05 0.5 adam 0.01 256 2 0 3 0 0.9350000023841858 1 64 sigmoid l1 0.0001 0.1 sgd 0.001 256 11 0 1 0 0.9338333606719971 1 128 tanh l1 0.0001 0.5 rmsprop 0.01 256 4 2 3 1 0.9336666464805603 1 128 tanh l1 0.0001 0.5 rmsprop 0.01 256 2 0 3 0 0.9321666955947876 4 256 sigmoid l2 0.0001 0.3 rmsprop 0.01 32 4 0 2 0 0.9284999966621399 3 256 tanh l1_l2 0.0001 0.3 adam 0.001 64 2 0 3 0 0.9268333315849304 1 64 sigmoid l2 0.0001 0.2 sgd 0.001 64 2 0 3 0 0.924833357334137 1 64 sigmoid l2 0.0001 0.2 rmsprop 0.0001 32 11 0 1 0 0.9244999885559082 0 128 sigmoid l1_l2 1e-05 0.3 adam 0.01 128 11 0 1 0 0.9236666560173035 2 256 linear none 0.0001 0.3 rmsprop 0.01 1024 32 0 0 0 0.9235000014305115 0 512 linear l1_l2 0.0001 0.4 adam 0.01 128 32 0 0 0 0.9229999780654907 1 128 linear l2 1e-05 0.3 sgd 0.001 1024 32 11 1 1 0.9229999780654907 1 512 swish l1_l2 0.0001 0.4 rmsprop 0.001 1024 4 0 2 0 0.921999990940094 1 128 linear l2 1e-05 0.3 sgd 0.001 1024 11 0 1 0 0.921999990940094 3 128 linear l1 1e-05 0.1 sgd 0.001 256 11 0 1 0 0.921999990940094 0 64 tanh l1_l2 0.0001 0 sgd 0.01 256 11 0 1 0 0.9213333129882812 0 256 swish l1 0.0001 0.1 adam 0.01 256 11 4 2 1 0.9211666584014893 2 512 linear l2 1e-05 0.3 adam 0.001 64 11 0 1 0 0.9210000038146973 0 64 relu l1 0.0001 0.3 adam 0.01 1024 11 4 2 1 0.9200000166893005 0 256 swish l1 0.0001 0.1 adam 0.01 256 4 0 2 0 0.9196666479110718 3 512 linear l1 0.0001 0.2 rmsprop 0.01 256 11 0 1 0 0.9193333387374878 2 512 tanh l2 1e-05 0.1 adam 0.0001 128 2 0 3 0 0.9185000061988831 3 128 linear none 1e-05 0.1 rmsprop 0.001 128 4 0 2 0 0.9179999828338623 0 512 linear l1 0.0001 0.4 adam 0.01 512 4 0 2 0 0.9178333282470703 0 64 relu l1 0.0001 0.3 adam 0.01 1024 4 0 2 0 0.9178333282470703 0 256 relu l1_l2 1e-05 0.1 sgd 0.01 256 2 0 3 0 0.9175000190734863 0 128 linear l2 1e-05 0.5 sgd 0.01 64 4 0 2 0 0.9166666865348816 0 128 relu l1 0.0001 0.1 sgd 0.01 64 2 0 3 0 0.9158333539962769 4 512 linear l1 0.0001 0.2 sgd 0.01 1024 11 0 1 0 0.9156666398048401 1 128 linear l1 0.0001 0.4 rmsprop 0.01 1024 2 0 3 0 0.9143333435058594 2 512 linear l2 1e-05 0.2 sgd 0.0001 2 0 3 0 0.9126666784286499 2 64 linear l1_l2 1e-05 0.4 adam 0.0001 64 11 0 1 0 0.9120000004768372 0 256 swish l2 1e-05 0.4 sgd 0.01 32 4 0 2 0 0.9114999771118164 3 64 linear l2 0.0001 0.5 rmsprop 0.001 256 11 0 1 0 0.9110000133514404 4 64 linear l2 0.0001 0 rmsprop 0.0001 64 2 0 3 0 0.909166693687439 3 512 swish l2 0.0001 0.2 sgd 0.0001 512 2 0 3 0 0.909166693687439 2 256 linear l2 1e-05 0.5 rmsprop 0.0001 1024 11 0 1 0 0.9086666703224182 1 128 linear l1_l2 1e-05 0 adam 0.01 256 2 0 3 0 0.906499981880188 3 128 tanh none 0.0001 0.2 sgd 0.0001 128 2 0 3 0 0.9051666855812073 4 64 relu l1 0.0001 0.3 rmsprop 0.01 32 4 0 2 0 0.9035000205039978 3 128 linear l1_l2 1e-05 0.1 adam 0.01 512 2 0 3 0 0.903166651725769 0 64 tanh l2 0.0001 0.1 sgd 0.01 2 0 3 0 0.902999997138977 3 128 linear none 0.0001 0.2 adam 0.0001 128 2 0 3 0 0.9008333086967468 0 512 tanh l1_l2 1e-05 0.3 adam 0.0001 32 4 0 2 0 0.9003333449363708 0 256 sigmoid l2 1e-05 0.3 adam 0.0001 32 4 0 2 0 0.8989999890327454 0 512 swish l1 0.0001 0.3 rmsprop 0.0001 128 11 0 1 0 0.8981666564941406 4 128 tanh l1_l2 1e-05 0.2 sgd 0.0001 256 2 0 3 0 0.8981666564941406 1 512 linear l1 1e-05 0.3 sgd 0.01 256 2 0 3 0 0.8980000019073486 1 512 linear l1_l2 0.0001 0.4 adam 0.01 512 2 0 3 0 0.8970000147819519 4 256 linear l1_l2 1e-05 0.5 sgd 0.001 64 2 0 3 0 0.8958333134651184 1 64 linear none 1e-05 0.5 adam 0.01 64 4 0 2 0 0.8948333263397217 1 256 relu l1_l2 1e-05 0.1 sgd 0.0001 256 2 0 3 0 0.8939999938011169 4 64 linear l1 0.0001 0.3 adam 0.0001 32 2 0 3 0 0.890666663646698 1 512 sigmoid none 1e-05 0.4 adam 0.0001 64 2 0 3 0 0.8893333077430725 2 256 linear l2 0.0001 0.1 sgd 0.0001 512 2 0 3 0 0.8883333206176758 2 64 relu l1_l2 1e-05 0.3 sgd 0.0001 256 4 0 2 0 0.8868333101272583 2 128 linear l1 1e-05 0.4 rmsprop 0.01 64 4 0 2 0 0.8849999904632568 1 64 relu l1_l2 1e-05 0.4 sgd 0.0001 256 4 0 2 0 0.8831666707992554 4 64 swish none 0.0001 0.3 adam 0.0001 64 2 0 3 0 0.8811666369438171 0 64 tanh l1 1e-05 0.4 sgd 0.001 1024 4 0 2 0 0.8808333277702332 3 256 sigmoid l1 0.0001 0.3 sgd 0.001 128 2 0 3 0 0.8776666522026062 3 256 tanh l1 1e-05 0.3 sgd 0.01 32 2 0 3 0 0.8776666522026062 0 128 sigmoid l1_l2 0.0001 0.3 sgd 0.0001 32 2 0 3 0 0.8773333430290222 4 128 sigmoid l1 1e-05 0.1 adam 0.0001 32 4 0 2 0 0.8646666407585144 2 128 relu l1_l2 0.0001 0 rmsprop 0.0001 512 2 0 3 0 0.862666666507721 0 256 linear l1 1e-05 0.2 sgd 0.0001 128 4 0 2 0 0.8608333468437195 3 64 swish l2 0.0001 0.3 rmsprop 0.0001 128 2 0 3 0 0.8473333120346069 1 128 linear l1 1e-05 0.2 rmsprop 0.0001 1024 4 0 2 0 0.8471666574478149 1 512 linear l1_l2 0.0001 0.4 rmsprop 0.0001 1024 2 0 3 0 0.8451666831970215 3 64 relu l1 0.0001 0.5 rmsprop 0.01 32 2 0 3 0 0.8228333592414856 2 128 sigmoid l2 1e-05 0.3 rmsprop 0.0001 64 2 0 3 0 0.7878333330154419 4 64 linear none 1e-05 0.3 adam 0.01 32 2 0 3 0 0.7801666855812073 4 128 sigmoid l1_l2 1e-05 0.3 adam 0.001 512 2 0 3 0 0.7796666622161865 2 256 sigmoid l1_l2 1e-05 0.2 sgd 0.0001 256 2 0 3 0 0.765333354473114 2 64 sigmoid l2 1e-05 0.2 adam 0.0001 64 2 0 3 0 0.7595000267028809 0 128 linear l1_l2 1e-05 0.3 sgd 0.0001 512 4 0 2 0 0.7549999952316284 3 128 swish l1 0.0001 0.4 sgd 0.0001 1024 2 0 3 0 0.7323333621025085 3 64 swish l1_l2 0.0001 0.3 rmsprop 0.0001 1024 4 0 2 0 0.7105000019073486 4 64 tanh l1_l2 1e-05 0.5 sgd 0.0001 256 2 0 3 0 0.6821666955947876 0 64 sigmoid l1_l2 0.0001 0.4 sgd 0.0001 1024 4 0 2 0 0.6736666560173035 1 64 sigmoid l1 1e-05 0.1 rmsprop 0.0001 1024 4 0 2 0 0.6478333473205566 3 64 swish l1 0.0001 0.4 adam 0.0001 1024 2 0 3 0 0.6384999752044678 0 128 relu l1_l2 1e-05 0 rmsprop 0.0001 512 2 0 3 0 0.5941666960716248 4 128 swish l1 0.0001 0.5 rmsprop 0.0001 1024 2 0 3 0 0.4191666543483734 0 512 relu none 0.0001 0.4 rmsprop 0.0001 1024 2 0 3 0 0.31966665387153625 3 64 sigmoid l2 1e-05 0.1 rmsprop 0.0001 512 4 0 2 0 0.28466665744781494 3 256 sigmoid l1 1e-05 0.1 sgd 0.0001 1024 2 0 3 0 0.1054999977350235 4 256 sigmoid l1_l2 0.0001 0 rmsprop 0.01 256 2 0 3 0