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fpgaminer/ResNet-Activation-Experiments-Results.csv Secret

Created June 25, 2020 22:24
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ResNet-Activation-Experiments-Results.csv
acc_mean acc_std stem stem_final stem_pool_after after_blocks block_conv_before block_conv1 block_conv2 block_id_before block_idpool_before block_idpool_after block_idconv block_act
0.6985492408275604 0.0068825238814263 Mish Mish Mish DoubleMish DoubleMish Mish None None Mish None Mish DoubleMish
0.6981802016496659 0.00653138539443281 Mish Mish DoubleMish DoubleMish DoubleMish Mish None None Mish None Mish DoubleMish
0.6972384810447693 0.008486744447677925 Mish None DoubleMish DoubleMish DoubleMish Mish None None Mish None Mish DoubleMish
0.697213026881218 0.006010211591161399 Mish Mish Mish DoubleMish Mish Mish None None Mish None Mish DoubleMish
0.6952786982059479 0.008658419696904961 Mish Mish DoubleMish DoubleMish DoubleMish Mish DoubleMish None Mish None Mish DoubleMish
0.6930134981870651 0.00617711717361038 Mish Mish Mish DoubleMish DoubleMish Mish None None Mish Mish Mish DoubleMish
0.6930134922266007 0.005583904884040105 Mish Mish DoubleMish DoubleMish None Mish None None Mish None Mish DoubleMish
0.6915627419948578 0.007222329336343905 DoubleMish Mish DoubleMish DoubleMish DoubleMish Mish None None Mish None Mish DoubleMish
0.6915245562791824 0.007590002433183081 Mish Mish DoubleMish DoubleMish None Mish None None Mish None DoubleMish DoubleMish
0.6909518927335739 0.005521854467419168 Mish Mish None DoubleMish None Mish None None Mish None DoubleMish DoubleMish
0.6907100975513458 0.008250300333386043 Mish Mish Mish DoubleMish None Mish None None Mish None DoubleMish DoubleMish
0.6904428660869598 0.007775454690182439 Mish Mish DoubleMish None None Mish None None Mish None DoubleMish DoubleMish
0.6898701995611191 0.008455006258349359 Mish Mish DoubleMish DoubleMish DoubleMish Mish None None Mish DoubleMish Mish DoubleMish
0.6896029561758041 0.0074853664098285646 Mish Mish DoubleMish None DoubleMish Mish DoubleMish None Mish None DoubleMish Mish
0.6895011454820633 0.008155485503774805 Mish Mish DoubleMish None None Mish DoubleMish None Mish None DoubleMish DoubleMish
0.6894375115633011 0.008978962702228678 Mish DoubleMish DoubleMish DoubleMish None Mish None None Mish None DoubleMish DoubleMish
0.6892593562602997 0.007451292785387611 Mish Mish DoubleMish None None Mish None None Mish None DoubleMish Mish
0.6890939086675644 0.007026939912457181 Mish Mish DoubleMish Mish None Mish None None Mish None DoubleMish DoubleMish
0.6890430122613906 0.006499863845446873 Mish Mish DoubleMish None None DoubleMish None None None None Mish Mish
0.6886612355709076 0.007485539102258344 Mish Mish DoubleMish DoubleMish DoubleMish Mish None Mish Mish None Mish DoubleMish
0.6881903767585754 0.007236053290843541 Mish Mish DoubleMish None None Mish None None DoubleMish None DoubleMish Mish
0.68793585896492 0.006632570630325327 Mish Mish DoubleMish None DoubleMish Mish None None Mish None None Mish
0.6874522805213928 0.00826849098467407 Mish Mish DoubleMish DoubleMish None Mish None None Mish DoubleMish Mish DoubleMish
0.6868796080350876 0.004990671545016687 Mish Mish None None None Mish None None DoubleMish None DoubleMish Mish
0.6866632759571075 0.006018091350137989 Mish Mish DoubleMish None None Mish DoubleMish None DoubleMish None DoubleMish Mish
0.686319676041603 0.005457304295342898 Mish Mish None None None Mish None None Mish None DoubleMish Mish
0.6857724636793137 0.007537508604096677 Mish Mish DoubleMish DoubleMish None Mish None None None None DoubleMish Mish
0.6857597291469574 0.009154948527687171 DoubleMish Mish DoubleMish DoubleMish None Mish None None Mish None Mish DoubleMish
0.68565793633461 0.006799231834368753 Mish Mish Mish DoubleMish DoubleMish Mish None None Mish None Mish None
0.68559430539608 0.006666274135032666 Mish Mish DoubleMish None None Mish DoubleMish None Mish None DoubleMish Mish
0.6852634280920029 0.008661232556439328 Mish Mish DoubleMish None None Mish None None Mish DoubleMish DoubleMish DoubleMish
0.6851361662149429 0.007787538776778652 Mish Mish DoubleMish None None Mish None None None None DoubleMish Mish
0.6850343555212021 0.005202690140820201 Mish Mish Mish None None Mish None None Mish None DoubleMish Mish
0.6842708081007004 0.00812446373386639 Mish Mish DoubleMish None DoubleMish Mish Mish None Mish None None Mish
0.6831891030073166 0.007755429238732357 Mish Mish None None None Mish None None None None DoubleMish Mish
0.6829091370105743 0.006519465255002144 Mish Mish DoubleMish None None Mish None None Mish None None Mish
0.6821710348129273 0.008741441843159583 Mish Mish DoubleMish None None Mish None Mish DoubleMish None DoubleMish Mish
0.6812420517206192 0.007063221608264659 Mish Mish DoubleMish None None Mish None None None None None Mish
0.6802239775657654 0.006253786881960405 Mish Mish DoubleMish None None Mish None None None None Mish Mish
0.6799949079751968 0.00638078075564681 None Mish DoubleMish DoubleMish None Mish None None Mish None Mish DoubleMish
0.6793331623077392 0.006739144984414139 Mish None None None None Mish None None None None DoubleMish Mish
0.679002296924591 0.008021381815645564 Mish Mish None None None Mish None None None None None Mish
0.677704244852066 0.006099456255985169 Mish None None None None Mish None None None None None Mish
0.6763298511505127 0.007609651238010674 None Mish DoubleMish None None Mish DoubleMish None Mish None DoubleMish DoubleMish
0.6754263132810593 0.006057238566176597 None Mish DoubleMish None Mish Mish None None Mish None DoubleMish DoubleMish
0.6748027533292771 0.009173619096560642 Mish Mish None None None Mish DoubleMish None None None None Mish
0.6727411568164825 0.00684250291475467 None Mish DoubleMish None None Mish None None Mish None DoubleMish DoubleMish
0.6691270142793655 0.007970907583224711 None Mish DoubleMish None None Mish None None DoubleMish None DoubleMish Mish
0.6684907078742981 0.0076425188966621396 Mish Mish None DoubleMish None None None None None None None Mish
0.6683761775493622 0.007020936039049628 Mish Mish DoubleMish DoubleMish None None None None None None DoubleMish Mish
0.6669763296842575 0.007747746850603558 None Mish DoubleMish None None Mish None None Mish None None Mish
0.6668490678071975 0.008194320534810192 Mish Mish DoubleMish None None None None None Mish None DoubleMish DoubleMish
0.6659328073263169 0.005556120660563835 Mish Mish DoubleMish None None Mish None DoubleMish Mish None DoubleMish DoubleMish
0.6645584046840668 0.0065265134848617404 Mish Mish Mish None None None None None Mish None DoubleMish Mish
0.6635148882865906 0.00651111776118252 None Mish DoubleMish None None Mish None None DoubleMish DoubleMish DoubleMish Mish
0.6614023894071579 0.005738949260930825 Mish Mish None None None None None None None None None Mish
0.6452532440423966 0.010173576659103978 None Mish DoubleMish None Mish Mish None DoubleMish Mish None DoubleMish DoubleMish
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