training_data_path omit_saturated_values batch_size num_epochs early_stopping patience num_iterations_per_config leaky_relu layer_configuration trainable_count non_trainable_count loss mean_absolute_error trained_epochs min_loss min_mean_absolute_error max_trained_epochs
../TrainingData/ideal_dchg.csv True 64 500 False 8 3 True [16, 16, 1] 337 0.0 [1.6883341073989868, 0.9973322749137878, 0.9866244196891785] [0.7470577955245972, 0.6223694086074829, 0.5640744566917419] [500, 500, 500] 0.9866244196891785 0.5640744566917419 500
../TrainingData/ideal_dchg.csv True 64 500 False 8 3 True [16, 'pa', 16, 1] 209 0.0 [1.2561421394348145, 1.7412456274032593, 2.496608257293701] [0.6061537861824036, 0.8134989142417908, 0.83336341381073] [500, 500, 500] 1.2561421394348145 0.6061537861824036 500
../TrainingData/ideal_dchg.csv True 64 500 False 8 3 True [16, 'pm', 16, 1] 209 0.0 [2.0822439193725586, 1.5722135305404663, 1.5927926301956177] [0.8100166320800781, 0.7336972951889038, 0.7425314784049988] [500, 500, 500] 1.5722135305404663 0.7336972951889038 500
../TrainingData/ideal_dchg.csv True 64 500 False 8 3 True [14, 14, 1] 267 0.0 [1.866481065750122, 1.2180061340332031, 1.436571717262268] [0.8483442664146423, 0.6821861863136292, 0.7002953290939331] [500, 500, 500] 1.2180061340332031 0.6821861863136292 500
../TrainingData/ideal_dchg.csv True 64 500 False 8 3 True [14, 'pa', 14, 1] 169 0.0 [3.2243311405181885, 3.03701114654541, 1.6053965091705322] [1.067889928817749, 1.1173444986343384, 0.7676057815551758] [500, 500, 500] 1.6053965091705322 0.7676057815551758 500
../TrainingData/ideal_dchg.csv True 64 500 False 8 3 True [14, 'pm', 14, 1] 169 0.0 [4.794541358947754, 1.9356153011322021, 8.12060260772705] [1.5957541465759277, 0.8282612562179565, 1.7470147609710693] [500, 500, 500] 1.9356153011322021 0.8282612562179565 500