PINN Tuner working, best model not trained

724bd494 · Jan Habscheid · 68fa987e · 724bd494 · 68fa987e · 724bd494
Commit 724bd494 authored 3 months ago by Jan Habscheid
--- a/GeneralizeBCS/Data/PINN/Tuner/Convergence.pdf
+++ b/GeneralizeBCS/Data/PINN/Tuner/Convergence.pdf
--- a/GeneralizeBCS/Data/PINN/Tuner/Convergence.png
+++ b/GeneralizeBCS/Data/PINN/Tuner/Convergence.png
--- a/GeneralizeBCS/Data/PINN/Tuner/Objective.pdf
+++ b/GeneralizeBCS/Data/PINN/Tuner/Objective.pdf
--- a/GeneralizeBCS/Data/PINN/Tuner/Objective.png
+++ b/GeneralizeBCS/Data/PINN/Tuner/Objective.png
--- a/GeneralizeBCS/Data/PINN/Tuner/results.npz
+++ b/GeneralizeBCS/Data/PINN/Tuner/results.npz
--- a/GeneralizeBCS/Data/PINN/Tuner/results.txt
+++ b/GeneralizeBCS/Data/PINN/Tuner/results.txt
 ... Tuner Results and Timings ...
 ... Tuner timings ...
-Time elapsed: 33.408435106277466
+Time elapsed: 14162.559440135956
 ... Tuner results ...
-n_calls: 11
-Best error: 0.33532845973968506
+n_calls: 25
+Best error: 3.0630371838924475e-06
 Best parameters: [3, 57, 'tanh']
 Best num_dense_layers: 3
 Best num_dense_nodes: 57

--- a/GeneralizeBCS/models/PINN/TunerBest/PINN.ckpt-1.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerBest/PINN.ckpt-1.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerBest/PINN.ckpt-1000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerBest/PINN.ckpt-1000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-1.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-1.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-1000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-1000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-10000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-10000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-11000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-11000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-12000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-12000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-2000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-2000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-3000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-3000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-4000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-4000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-5000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-5000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-6000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-6000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-7000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-7000.weights.h5
--- a/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-8000.weights.h5
+++ b/GeneralizeBCS/models/PINN/TunerRuns/model.ckpt-8000.weights.h5