============================================================ Hyperparameter Grid Search Job ID: 14588050 | Node: gpub022 Start: Tue Dec 30 01:32:09 CST 2025 ============================================================ NVIDIA A40, 46068 MiB ============================================================ ================================================================================ 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 ============================================================ Finished: Tue Dec 30 13:44:50 CST 2025 ============================================================