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+============================================================
+Hyperparameter Grid Search
+Job ID: 14361013 | Node: gpub046
+Start: Sat Dec 27 08:40:15 CST 2025
+============================================================
+NVIDIA A40, 46068 MiB
+============================================================
+================================================================================
+HYPERPARAMETER GRID SEARCH
+================================================================================
+Depths: [4, 6, 8, 10, 12, 14]
+λ_reg values: [0.05, 0.1, 0.2, 0.3, 0.5, 0.8, 1.0]
+λ_target values: [0.0, -0.1, -0.2, -0.3, -0.5]
+Total configurations: 210
+Epochs per config: 25
+Device: cuda
+================================================================================
+
+Using synthetic data
+Data: T=50, D=100, classes=10
+