[2025-11-28 00:52:58] Namespace(method='FedNewton', training_mode='head', dataset='cifar10', model_name='vit_base_patch16_clip_224', seed=2, 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 00:52:58] Start: FedNewton | Mode: head | Dataset: cifar10 | Device: cuda
[2025-11-28 00:52:59] [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 00:53:10] [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 00:53:21] [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 00:53:32] [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 00:53:43] [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 00:53:53] [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 00:54:04] [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 00:54:15] [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 00:54:26] [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 00:54:36] [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 00:54:47] [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 00:57:02] [Round 001] FedNewton | Acc: 44.86% | Loss: 1.6083 | Time: 123.72s | Max GPU Mem: 7372.82 MB
