Start: FedNewton | Mode: head | Dataset: mnist | Model: resnet18
Params -> SGD LR: 0.01, Newton LR: 0.1, Damping: 0.01

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[Round 001] FedNewton | Acc: 51.33% | Loss: 1.9633
[Round 002] FedNewton | Acc: 65.59% | Loss: 1.7305
[Round 003] FedNewton | Acc: 72.06% | Loss: 1.5564
[Round 004] FedNewton | Acc: 75.85% | Loss: 1.4126
[Round 005] FedNewton | Acc: 76.63% | Loss: 1.3024
[Round 006] FedNewton | Acc: 77.60% | Loss: 1.2060
[Round 007] FedNewton | Acc: 78.03% | Loss: 1.1364
[Round 008] FedNewton | Acc: 78.45% | Loss: 1.0723
[Round 009] FedNewton | Acc: 78.87% | Loss: 1.0191
[Round 010] FedNewton | Acc: 79.50% | Loss: 0.9723
[Round 011] FedNewton | Acc: 79.71% | Loss: 0.9296
[Round 012] FedNewton | Acc: 79.84% | Loss: 0.8927
[Round 013] FedNewton | Acc: 80.20% | Loss: 0.8602
[Round 014] FedNewton | Acc: 80.40% | Loss: 0.8329
[Round 015] FedNewton | Acc: 80.82% | Loss: 0.8063
[Round 016] FedNewton | Acc: 80.73% | Loss: 0.7836
[Round 017] FedNewton | Acc: 80.76% | Loss: 0.7635
[Round 018] FedNewton | Acc: 80.99% | Loss: 0.7465
[Round 019] FedNewton | Acc: 81.03% | Loss: 0.7311
[Round 020] FedNewton | Acc: 81.38% | Loss: 0.7152
[Round 021] FedNewton | Acc: 81.52% | Loss: 0.7022
[Round 022] FedNewton | Acc: 81.48% | Loss: 0.6904
[Round 023] FedNewton | Acc: 82.00% | Loss: 0.6784
[Round 024] FedNewton | Acc: 82.02% | Loss: 0.6671
[Round 025] FedNewton | Acc: 82.33% | Loss: 0.6578
[Round 026] FedNewton | Acc: 82.39% | Loss: 0.6484
[Round 027] FedNewton | Acc: 82.45% | Loss: 0.6395
[Round 028] FedNewton | Acc: 82.55% | Loss: 0.6328
[Round 029] FedNewton | Acc: 82.80% | Loss: 0.6257
[Round 030] FedNewton | Acc: 82.98% | Loss: 0.6189
Saved to runs/grid_search_20251125_104620_fednewton_mnist_resnet18_head/nlr0.1_damp0.01/FedNewton_head_mnist_resnet18_s0.npz
