From cd99d6b874d9d09b3bb87b8485cc787885af71f1 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Tue, 13 Jan 2026 23:49:05 -0600 Subject: init commit --- runs/slurm_logs/14588050_grid_search.out | 43 ++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 runs/slurm_logs/14588050_grid_search.out (limited to 'runs/slurm_logs/14588050_grid_search.out') diff --git a/runs/slurm_logs/14588050_grid_search.out b/runs/slurm_logs/14588050_grid_search.out new file mode 100644 index 0000000..29795d4 --- /dev/null +++ b/runs/slurm_logs/14588050_grid_search.out @@ -0,0 +1,43 @@ +============================================================ +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 +============================================================ -- cgit v1.2.3