| training_data_path | omit_saturated_values | batch_size | num_epochs | early_stopping | patience | num_iterations_per_config | 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 | 13 | 5 | [2, 12] | 205 | 0.0 | [40.753013610839844, 1.263873815536499, 0.9203372001647949, 0.9253178834915161, 0.9877761006355286] | [4.374220848083496, 0.6682803630828857, 0.618493378162384, 0.6245432496070862, 0.6322466731071472] | [500, 500, 500, 500, 500] | 0.9203372001647949 | 0.618493378162384 | 500 |
| ../TrainingData/ideal_dchg.csv | True | 64 | 500 | False | 13 | 5 | [2, 16] | 337 | 0.0 | [3.2364635467529297, 1.4806679487228394, 0.861514687538147, 0.5815922617912292, 0.6432222723960876] | [1.2135587930679321, 0.5772862434387207, 0.5750337243080139, 0.4781542420387268, 0.5489988923072815] | [500, 500, 500, 500, 500] | 0.5815922617912292 | 0.4781542420387268 | 500 |
| ../TrainingData/ideal_dchg.csv | True | 64 | 500 | False | 13 | 5 | [2, 4, 2, 8] | 209 | 0.0 | [2.6165807247161865, 1.6971946954727173, 1.7745099067687988, 1.6119087934494019, 1.697968602180481] | [1.0759601593017578, 0.8265158534049988, 0.8552892208099365, 0.8018912672996521, 0.7946659922599792] | [500, 500, 500, 500, 500] | 1.6119087934494019 | 0.7946659922599792 | 500 |
| ../TrainingData/ideal_dchg.csv | True | 64 | 500 | False | 13 | 5 | [1, 4, 2, 12] | 293 | 0.0 | [2.080944538116455, 2.300341844558716, 1.4075058698654175, 1.5939867496490479, 0.9152947068214417] | [0.8419855833053589, 0.9704986214637756, 0.8234264850616455, 0.971981406211853, 0.6525710821151733] | [500, 500, 500, 500, 500] | 0.9152947068214417 | 0.6525710821151733 | 500 |
| ../TrainingData/ideal_dchg.csv | True | 64 | 500 | False | 13 | 5 | [2, 8, 2, 8] | 393 | 0.0 | [3.6595468521118164, 3.659170627593994, 2.430276870727539, 2.770576238632202, 2.657695770263672] | [1.2790268659591675, 1.291285514831543, 0.978449821472168, 1.1738511323928833, 1.0227257013320923] | [500, 500, 500, 500, 500] | 2.430276870727539 | 0.978449821472168 | 500 |