Start: FedNewton | Mode: head | Dataset: mnist | Model: resnet18
Params -> SGD LR: 0.01, Newton LR: 0.01, Damping: 0.01

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[Round 001] FedNewton | Acc: 9.90% | Loss: 2.3264
[Round 002] FedNewton | Acc: 11.35% | Loss: 2.2870
[Round 003] FedNewton | Acc: 12.97% | Loss: 2.2540
[Round 004] FedNewton | Acc: 18.72% | Loss: 2.2151
[Round 005] FedNewton | Acc: 22.74% | Loss: 2.1807
[Round 006] FedNewton | Acc: 27.11% | Loss: 2.1418
[Round 007] FedNewton | Acc: 29.51% | Loss: 2.1075
[Round 008] FedNewton | Acc: 32.47% | Loss: 2.0796
[Round 009] FedNewton | Acc: 35.11% | Loss: 2.0534
[Round 010] FedNewton | Acc: 38.09% | Loss: 2.0228
[Round 011] FedNewton | Acc: 41.35% | Loss: 1.9911
[Round 012] FedNewton | Acc: 44.24% | Loss: 1.9626
[Round 013] FedNewton | Acc: 47.35% | Loss: 1.9378
[Round 014] FedNewton | Acc: 50.22% | Loss: 1.9134
[Round 015] FedNewton | Acc: 53.96% | Loss: 1.8884
[Round 016] FedNewton | Acc: 56.53% | Loss: 1.8634
[Round 017] FedNewton | Acc: 58.43% | Loss: 1.8389
[Round 018] FedNewton | Acc: 60.77% | Loss: 1.8163
[Round 019] FedNewton | Acc: 61.79% | Loss: 1.7936
[Round 020] FedNewton | Acc: 63.75% | Loss: 1.7722
[Round 021] FedNewton | Acc: 64.61% | Loss: 1.7510
[Round 022] FedNewton | Acc: 65.39% | Loss: 1.7308
[Round 023] FedNewton | Acc: 66.59% | Loss: 1.7130
[Round 024] FedNewton | Acc: 67.76% | Loss: 1.6937
[Round 025] FedNewton | Acc: 68.33% | Loss: 1.6749
[Round 026] FedNewton | Acc: 69.01% | Loss: 1.6566
[Round 027] FedNewton | Acc: 69.83% | Loss: 1.6392
[Round 028] FedNewton | Acc: 70.59% | Loss: 1.6229
[Round 029] FedNewton | Acc: 71.49% | Loss: 1.6068
[Round 030] FedNewton | Acc: 72.07% | Loss: 1.5904
Saved to runs/grid_search_20251125_104620_fednewton_mnist_resnet18_head/nlr0.01_damp0.01/FedNewton_head_mnist_resnet18_s0.npz
