Prepared for hyperparameter optimization

johnwslee · Jul 29, 2023 · 2af0956 · 2af0956
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diff --git a/data/optuna_results.csv b/data/optuna_results.csv
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+number,value,params_drop_out_rate_1,params_drop_out_rate_2,params_drop_out_rate_3,params_lr,params_num_fc,params_num_filter_1,params_num_filter_2,params_num_filter_3,params_optimizer
+3,0.7540540513960091,0.1,0.2,0.35,0.00017770869306782172,12,8,28,16,Adam
+2,0.7540540538124136,0.2,0.30000000000000004,0.15000000000000002,0.0007271636954881419,6,24,8,4,Adam
+0,0.7648648659925203,0.25,0.25,0.15000000000000002,0.0054218388581402975,2,16,8,4,Adam
+1,0.7675675653122567,0.35,0.1,0.30000000000000004,0.04190549127208578,6,20,16,8,SGD
+7,0.7810810792285043,0.25,0.2,0.15000000000000002,0.001768930510306954,12,28,8,12,RMSprop
+4,0.7851351310272474,0.1,0.25,0.35,0.011103431917558786,10,4,24,20,Adam
+6,0.7945945931447519,0.1,0.25,0.1,0.003222832436882887,8,28,8,16,RMSprop