[2025-11-28 00:52:33] Namespace(method='FedNewton', training_mode='head', dataset='cifar10', model_name='vit_base_patch16_clip_224', seed=1, rounds=50, num_clients=10, fraction=0.5, local_epochs=1, batch_size=32, lr=0.01, newton_lr=0.01, sophia_lr=0.05, rho=0.04, betas='0.9,0.99', mu=0.01, log_dir='runs/multimodel_20251127_200819_cifar10/vit_base_patch16_clip_224/logs', optimizer='sgd', hessian_batches=64, damping=1e-05, alpha=0.5, max_norm=0)
[2025-11-28 00:52:33] Start: FedNewton | Mode: head | Dataset: cifar10 | Device: cuda
[2025-11-28 00:52:35] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:52:46] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:52:56] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:53:07] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:53:18] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:53:29] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:53:39] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:53:50] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:54:01] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:54:12] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:54:22] [Warning] Failed to load via CLIP library: Model vit_base_patch16_clip_224 not found; available models = ['RN50', 'RN101', 'RN50x4', 'RN50x16', 'RN50x64', 'ViT-B/32', 'ViT-B/16', 'ViT-L/14', 'ViT-L/14@336px']. Trying timm...
[2025-11-28 00:56:39] [Round 001] FedNewton | Acc: 56.71% | Loss: 1.5315 | Time: 125.60s | Max GPU Mem: 7372.82 MB
[2025-11-28 00:58:50] [Round 002] FedNewton | Acc: 77.01% | Loss: 1.0911 | Time: 131.65s | Max GPU Mem: 7372.91 MB
[2025-11-28 01:00:59] [Round 003] FedNewton | Acc: 85.97% | Loss: 0.8332 | Time: 128.81s | Max GPU Mem: 7372.91 MB
[2025-11-28 01:03:00] [Round 004] FedNewton | Acc: 90.58% | Loss: 0.6108 | Time: 121.12s | Max GPU Mem: 7372.94 MB
[2025-11-28 01:05:12] [Round 005] FedNewton | Acc: 93.27% | Loss: 0.4635 | Time: 131.51s | Max GPU Mem: 7373.00 MB
