$ python summarize.py fashion/fashion-search.txt val_accuracy convolution_depth convolution_width dense_depth dense_width activation regularization_functionregularization_penalty dropout optimizer learning_rate learning_rate_schedule batch_size tuner/epochs tuner/initial_epoch tuner/bracket tuner/round 0.9438333511352539 2 128 2 512 swish l1 1e-05 0.2 sgd 0.001 exponential 128 64 22 3 3 0.9433333277702332 3 128 2 256 sigmoid l1_l2 1e-05 0.2 rmsprop 0.0001 none 64 64 22 33 0.9384999871253967 2 128 2 512 swish l1 1e-05 0.2 sgd 0.001 exponential 128 22 83 2 0.9381666779518127 3 128 2 256 sigmoid l1_l2 1e-05 0.2 rmsprop 0.0001 none 64 22 8 32 0.9380000233650208 3 128 2 512 swish none 0.0001 0.1 sgd 0.001 none 32 22 8 21 0.9365000128746033 3 128 2 512 swish none 0.0001 0.1 sgd 0.001 none 32 64 22 22 0.9325000047683716 1 128 3 256 leaky none 0.0001 0 sgd 0.0001 exponential 128 64 22 2 2 0.9304999709129333 1 128 3 256 leaky none 0.0001 0 sgd 0.0001 exponential 128 22 82 1 0.9294999837875366 3 16 0 64 relu l1 1e-05 0 rmsprop 0.01 cosine 32 22 0 10 0.9290000200271606 3 16 3 64 leaky l1_l2 1e-05 0.1 rmsprop 0.001 none 512 64 22 11 0.9288333058357239 3 32 1 512 elu none 1e-05 0 sgd 0.01 cosine 128 22 8 32 0.9286666512489319 1 128 3 128 relu l1 0.0001 0.2 adam 0.0001 none 32 22 8 21 0.9283333420753479 1 128 2 64 relu l1_l2 1e-05 0.2 rmsprop 0.0001 none 32 22 8 32 0.9278333187103271 3 64 1 256 sigmoid l1 1e-05 0.4 rmsprop 0.01 exponential 512 22 82 1 0.9276666641235352 3 16 0 64 relu l1 1e-05 0 rmsprop 0.01 cosine 32 64 22 11 0.924833357334137 3 128 2 512 swish none 0.0001 0.1 sgd 0.001 none 32 8 0 20 0.9229999780654907 2 128 2 512 swish l1 1e-05 0.2 sgd 0.001 exponential 128 8 33 1 0.9204999804496765 1 128 3 256 leaky none 0.0001 0 sgd 0.0001 exponential 128 8 02 0 0.9178333282470703 1 128 3 128 relu l1 0.0001 0.2 adam 0.0001 none 32 8 0 20 0.9173333048820496 3 128 2 256 sigmoid l1_l2 1e-05 0.2 rmsprop 0.0001 none 64 8 3 31 0.9169999957084656 3 64 3 128 elu none 0.0001 0.2 sgd 0.0001 exponential 256 64 00 0 0.9164999723434448 1 16 1 128 leaky l1 0.0001 0.5 rmsprop 0.01 exponential 64 64 00 0 0.9163333177566528 1 128 2 64 relu l1_l2 1e-05 0.2 rmsprop 0.0001 none 32 8 3 31 0.9154999852180481 3 32 1 512 elu none 1e-05 0 sgd 0.01 cosine 128 3 0 30 0.9153333306312561 3 16 3 64 leaky l1_l2 1e-05 0.1 rmsprop 0.001 none 512 22 0 10 0.9148333072662354 1 128 0 512 relu l1 1e-05 0 sgd 0.0001 none 64 8 0 20 0.9143333435058594 3 32 1 512 elu none 1e-05 0 sgd 0.01 cosine 128 8 3 31 0.9143333435058594 3 64 1 256 sigmoid l1 1e-05 0.4 rmsprop 0.01 exponential 512 8 02 0 0.9125000238418579 1 128 1 512 elu l1 0.0001 0.1 adam 0.0001 none 512 8 0 20 0.9114999771118164 3 32 2 128 leaky none 0.0001 0.2 sgd 0.001 none 32 8 3 31 0.9110000133514404 1 128 0 512 relu l1 1e-05 0 sgd 0.0001 none 64 22 8 21 0.909500002861023 2 32 0 128 swish l1_l2 1e-05 0.1 rmsprop 0.0001 cosine 1024 64 0 00 0.909333348274231 3 128 2 256 sigmoid l1_l2 1e-05 0.2 rmsprop 0.0001 none 64 3 0 30 0.9036666750907898 2 128 1 256 swish l1 0.0001 0.2 sgd 0.01 none 128 64 0 00 0.903166651725769 2 128 2 512 swish l1 1e-05 0.2 sgd 0.001 exponential 128 3 03 0 0.9024999737739563 1 64 1 64 elu l2 1e-05 0.2 rmsprop 0.01 none 32 64 22 11 0.9013333320617676 2 16 2 256 sigmoid l2 0.0001 0.4 adam 0.01 cosine 128 3 0 30 0.9008333086967468 1 128 2 64 relu l1_l2 1e-05 0.2 rmsprop 0.0001 none 32 3 0 30 0.9008333086967468 1 32 2 256 swish l1_l2 1e-05 0.5 adam 0.001 none 256 8 3 31 0.9006666541099548 3 32 2 128 leaky none 0.0001 0.2 sgd 0.001 none 32 3 0 30 0.8996666669845581 1 64 1 64 elu l2 1e-05 0.2 rmsprop 0.01 none 32 22 0 10 0.8995000123977661 3 32 3 128 elu l1_l2 0.0001 0.1 adam 0.0001 exponential 32 8 33 1 0.8995000123977661 2 128 2 256 leaky l2 0.0001 0.4 sgd 0.001 exponential 512 8 02 0 0.8991666436195374 2 16 2 256 sigmoid l2 0.0001 0.4 adam 0.01 cosine 128 8 3 31 0.8956666588783264 0 64 3 128 swish none 1e-05 0.1 sgd 0.001 cosine 256 22 0 10 0.8921666741371155 1 16 4 128 sigmoid l1_l2 1e-05 0.4 sgd 0.001 none 128 8 3 31 0.8851666450500488 3 32 3 128 elu l1_l2 0.0001 0.1 adam 0.0001 exponential 32 3 03 0 0.8848333358764648 3 128 4 128 tanh l1 0.0001 0.2 adam 0.001 none 64 8 3 31 0.8826666474342346 2 16 4 256 elu l1_l2 1e-05 0.2 adam 0.0001 cosine 32 8 3 31 0.8826666474342346 0 128 1 512 sigmoid none 1e-05 0.4 sgd 0.001 none 512 22 0 10 0.8806666731834412 0 128 2 512 elu none 0.0001 0.1 adam 0.01 exponential 32 64 00 0 0.878166675567627 3 128 4 128 tanh l1 0.0001 0.2 adam 0.001 none 64 3 0 30 0.8774999976158142 3 32 1 128 sigmoid l1 0.0001 0.1 rmsprop 0.0001 cosine 1024 22 0 10 0.8758333325386047 4 64 3 64 sigmoid none 1e-05 0.1 adam 0.0001 exponential 64 8 33 1 0.8723333477973938 1 32 1 128 tanh none 0.0001 0.2 adam 0.01 cosine 256 8 0 20 0.8705000281333923 4 64 3 64 sigmoid none 1e-05 0.1 adam 0.0001 exponential 64 3 03 0 0.8705000281333923 1 32 2 256 swish l1_l2 1e-05 0.5 adam 0.001 none 256 3 0 30 0.8693333268165588 0 64 4 64 relu l1 0.0001 0.3 adam 0.0001 none 32 22 0 10 0.862333357334137 1 16 4 128 sigmoid l1_l2 1e-05 0.4 sgd 0.001 none 128 3 0 30 0.8606666922569275 2 16 4 256 elu l1_l2 1e-05 0.2 adam 0.0001 cosine 32 3 0 30 0.856333315372467 1 32 0 128 relu l1 0.0001 0.3 rmsprop 0.0001 cosine 256 3 0 30 0.8498333096504211 0 128 2 64 tanh l1_l2 1e-05 0.1 rmsprop 0.01 exponential 256 3 03 0 0.8481666445732117 0 128 1 256 relu l1 0.0001 0.5 adam 0.001 exponential 256 3 03 0 0.8441666960716248 0 64 2 256 elu l1 0.0001 0.1 rmsprop 0.01 exponential 256 3 03 0 0.8413333296775818 0 64 3 256 swish l1 0.0001 0.2 rmsprop 0.0001 none 32 3 0 30 0.8411666750907898 0 128 1 64 leaky l1_l2 1e-05 0.3 adam 0.01 cosine 1024 3 0 30 0.8373333215713501 0 128 0 512 swish l1_l2 1e-05 0 adam 0.001 exponential 512 8 02 0 0.8314999938011169 0 128 1 256 tanh none 1e-05 0.2 adam 0.001 cosine 1024 3 0 30 0.8053333163261414 0 64 3 64 leaky l2 0.0001 0 sgd 0.0001 none 256 3 0 30 0.8041666746139526 3 16 0 512 sigmoid l1_l2 0.0001 0.4 sgd 0.001 none 256 3 0 30 0.7926666736602783 2 16 2 256 sigmoid l1_l2 1e-05 0.4 adam 0.0001 exponential 128 3 03 0 0.7919999957084656 3 16 3 512 tanh l2 1e-05 0.3 adam 0.01 none 1024 8 0 20 0.7213333249092102 1 128 1 64 tanh l1 1e-05 0.1 sgd 0.01 exponential 32 3 03 0 0.6389999985694885 1 128 1 128 sigmoid l2 0.0001 0.3 sgd 0.0001 exponential 1024 8 02 0 0.6054999828338623 3 16 2 64 elu l2 0.0001 0.4 sgd 0.0001 cosine 512 8 0 20 0.593999981880188 1 32 2 256 leaky none 1e-05 0.3 sgd 0.0001 none 1024 3 0 30 0.5640000104904175 2 32 3 256 elu l1 1e-05 0.4 rmsprop 0.01 none 512 3 0 30 0.5038333535194397 2 32 4 256 relu l1 1e-05 0.5 adam 0.0001 none 256 3 0 30 0.437333345413208 1 64 1 512 swish l1 0.0001 0.3 rmsprop 0.01 cosine 512 3 0 30 0.42366665601730347 3 64 1 256 swish l1 0.0001 0.3 adam 0.001 cosine 1024 8 0 20 0.3231666684150696 3 64 2 128 tanh l2 1e-05 0.2 sgd 0.001 none 1024 8 0 20 0.2084999978542328 3 16 3 512 leaky l1_l2 1e-05 0 rmsprop 0.01 exponential 512 3 03 0 0.1938333362340927 2 32 4 128 swish l1 0.0001 0.1 rmsprop 0.0001 none 512 3 0 30 0.19316667318344116 3 16 1 128 leaky l1 0.0001 0.4 rmsprop 0.001 cosine 1024 3 0 30 0.18833333253860474 4 128 2 64 relu l1_l2 1e-05 0.3 adam 0.0001 none 1024 8 0 20 0.15216666460037231 2 128 2 512 elu l1_l2 1e-05 0.5 adam 0.001 exponential 1024 3 03 0 0.1458333283662796 2 128 2 256 relu l1_l2 0.0001 0.1 sgd 0.01 exponential 1024 3 03 0 0.10716667026281357 3 128 4 512 tanh none 1e-05 0.5 adam 0.01 exponential 64 22 01 0 0.10366666316986084 2 64 2 512 leaky l1_l2 0.0001 0 adam 0.01 cosine 1024 3 0 30 0.09983333200216293 3 64 3 256 leaky none 1e-05 0.1 rmsprop 0.0001 cosine 1024 3 0 30 $