| [2026-01-07 17:52:59,419][fusion_bench.programs.fusion_program][INFO] - Running the model fusion program. | |
| [2026-01-07 17:52:59,422][fusion_bench.programs.fusion_program][INFO] - loading model pool | |
| [2026-01-07 17:53:01,536][fusion_bench.programs.fusion_program][INFO] - loading method | |
| [2026-01-07 17:53:01,591][fusion_bench.method.classification.image_classification_finetune][INFO] - Training interval: step | |
| [2026-01-07 17:53:01,592][fusion_bench.method.classification.image_classification_finetune][INFO] - Max epochs: -1, max steps: 4000 | |
| [2026-01-07 17:53:01,593][fusion_bench.programs.fusion_program][INFO] - loading task pool | |
| [2026-01-07 17:53:03,190][fusion_bench.method.classification.image_classification_finetune][INFO] - Number of classes for dataset mnist: 10 | |
| [2026-01-07 17:53:03,203][datasets.load][WARNING] - Using the latest cached version of the dataset since mnist couldn't be found on the Hugging Face Hub (offline mode is enabled). | |
| [2026-01-07 17:53:03,211][datasets.packaged_modules.cache.cache][WARNING] - Found the latest cached dataset configuration 'mnist' at /data/dataset/datasets/mnist/mnist/0.0.0/77f3279092a1c1579b2250db8eafed0ad422088c (last modified on Mon Jan 5 04:21:12 2026). | |
| [2026-01-07 17:53:03,516][fusion_bench.method.classification.image_classification_finetune][INFO] - Training dataset size: 60000 | |
| [2026-01-07 17:53:03,540][datasets.load][WARNING] - Using the latest cached version of the dataset since mnist couldn't be found on the Hugging Face Hub (offline mode is enabled). | |
| [2026-01-07 17:53:03,547][datasets.packaged_modules.cache.cache][WARNING] - Found the latest cached dataset configuration 'mnist' at /data/dataset/datasets/mnist/mnist/0.0.0/77f3279092a1c1579b2250db8eafed0ad422088c (last modified on Mon Jan 5 04:21:12 2026). | |
| [2026-01-07 17:53:03,615][fusion_bench.method.classification.image_classification_finetune][INFO] - optimizer: | |
| SGD ( | |
| Parameter Group 0 | |
| dampening: 0 | |
| differentiable: False | |
| foreach: None | |
| fused: None | |
| lr: 0.01 | |
| maximize: False | |
| momentum: 0.9 | |
| nesterov: False | |
| weight_decay: 0.0001 | |
| ) | |
| [2026-01-07 18:31:07,790][fusion_bench.method.classification.image_classification_finetune][INFO] - Saving the final model to outputs/convnext-base-224/mnist/batch_size=64,lr=0.01/raw_checkpoints/final | |