| [2026-01-08 04:49:05,782][fusion_bench.programs.fusion_program][INFO] - Running the model fusion program. | |
| [2026-01-08 04:49:05,785][fusion_bench.programs.fusion_program][INFO] - loading model pool | |
| [2026-01-08 04:49:08,035][fusion_bench.programs.fusion_program][INFO] - loading method | |
| [2026-01-08 04:49:08,098][fusion_bench.method.classification.image_classification_finetune][INFO] - Training interval: step | |
| [2026-01-08 04:49:08,098][fusion_bench.method.classification.image_classification_finetune][INFO] - Max epochs: -1, max steps: 4000 | |
| [2026-01-08 04:49:08,099][fusion_bench.programs.fusion_program][INFO] - loading task pool | |
| [2026-01-08 04:49:09,773][fusion_bench.method.classification.image_classification_finetune][INFO] - Number of classes for dataset dtd: 47 | |
| [2026-01-08 04:49:09,786][datasets.load][WARNING] - Using the latest cached version of the dataset since tanganke/dtd couldn't be found on the Hugging Face Hub (offline mode is enabled). | |
| [2026-01-08 04:49:09,795][datasets.packaged_modules.cache.cache][WARNING] - Found the latest cached dataset configuration 'default' at /data/dataset/datasets/tanganke___dtd/default/0.0.0/d2afa97d9f335b1a6b3b09c637aef667f98f966e (last modified on Mon Jan 5 04:22:16 2026). | |
| [2026-01-08 04:49:09,972][fusion_bench.method.classification.image_classification_finetune][INFO] - Training dataset size: 3760 | |
| [2026-01-08 04:49:10,003][datasets.load][WARNING] - Using the latest cached version of the dataset since tanganke/dtd couldn't be found on the Hugging Face Hub (offline mode is enabled). | |
| [2026-01-08 04:49:10,010][datasets.packaged_modules.cache.cache][WARNING] - Found the latest cached dataset configuration 'default' at /data/dataset/datasets/tanganke___dtd/default/0.0.0/d2afa97d9f335b1a6b3b09c637aef667f98f966e (last modified on Mon Jan 5 04:22:16 2026). | |
| [2026-01-08 04:49:10,060][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 | |
| ) | |
| [2026-01-08 05:15:05,827][fusion_bench.method.classification.image_classification_finetune][INFO] - Saving the final model to outputs/convnext-base-224/dtd/batch_size=64,lr=0.01/raw_checkpoints/final | |