layer_count neurons_per_layer batch_size trainable_count non_trainable_count loss mean_absolute_error trained_epochs
2 8 64 105 0.0 37.128501892089844 3.287710189819336 154
2 12 64 205 0.0 2.372648239135742 1.0170133113861084 301
2 16 64 337 0.0 73.12403869628906 5.0262932777404785 53
2 20 64 501 0.0 1.011539101600647 0.6322861313819885 402
3 8 64 177 0.0 72.52847290039062 5.147062301635742 45
3 12 64 361 0.0 1.282552719116211 0.7362217903137207 226
3 16 64 609 0.0 1.5890023708343506 0.890569806098938 211
3 20 64 921 0.0 1.7011293172836304 1.0098285675048828 291
4 8 64 249 0.0 7.86570930480957 1.861528992652893 312
4 12 64 517 0.0 5.819312572479248 1.762702465057373 238
4 16 64 881 0.0 2.1420416831970215 0.9987424612045288 168
4 20 64 1341 0.0 2.601071357727051 1.4487457275390625 164