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============================================================
Hyperparameter Grid Search
Job ID: 14588050 | Node: gpub022
Start: Tue Dec 30 01:32:09 CST 2025
============================================================
NVIDIA A40, 46068 MiB
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================================================================================
HYPERPARAMETER GRID SEARCH
================================================================================
Depths: [4, 6, 8, 10]
λ_reg values: [0.01, 0.05, 0.1, 0.2, 0.3]
λ_target values: [0.0, -0.05, -0.1, -0.2]
Total configurations: 80
Epochs per config: 15
Device: cuda
================================================================================
Using CIFAR-10 with rate encoding
Data: T=8, D=3072, classes=10
================================================================================
GRID SEARCH ANALYSIS
================================================================================
Depth Best λ_reg Best λ_target Val Acc Lyapunov
--------------------------------------------------------------------------------
4 0.010 -0.100 0.199 0.943
6 0.010 0.000 0.100 1.139
8 0.010 -0.100 0.100 1.283
10 0.010 0.000 0.100 1.394
================================================================================
ADAPTIVE HYPERPARAMETER CURVES
================================================================================
Not enough successful runs to fit curves
Results saved to runs/grid_search_cifar10/20251230-134445
Plots saved to runs/grid_search_cifar10/20251230-134445
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Finished: Tue Dec 30 13:44:50 CST 2025
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