[2026-01-06 05:10:49,030][fusion_bench.programs.fusion_program][INFO] - Running the model fusion program.
[2026-01-06 05:10:49,032][fusion_bench.programs.fusion_program][INFO] - loading model pool
[2026-01-06 05:10:51,173][fusion_bench.programs.fusion_program][INFO] - loading method
[2026-01-06 05:10:51,223][fusion_bench.method.classification.image_classification_finetune][INFO] - Training interval: step
[2026-01-06 05:10:51,224][fusion_bench.method.classification.image_classification_finetune][INFO] - Max epochs: -1, max steps: 4000
[2026-01-06 05:10:51,225][fusion_bench.programs.fusion_program][INFO] - loading task pool
[2026-01-06 05:10:52,534][fusion_bench.method.classification.image_classification_finetune][INFO] - Number of classes for dataset eurosat: 10
[2026-01-06 05:10:52,545][datasets.load][WARNING] - Using the latest cached version of the dataset since tanganke/eurosat couldn't be found on the Hugging Face Hub (offline mode is enabled).
[2026-01-06 05:10:52,553][datasets.packaged_modules.cache.cache][WARNING] - Found the latest cached dataset configuration 'default' at /data/dataset/datasets/tanganke___eurosat/default/0.0.0/43750fc422c7fbd4289e2df3f7473617a5937acc (last modified on Mon Jan  5 04:16:47 2026).
[2026-01-06 05:10:52,802][fusion_bench.method.classification.image_classification_finetune][INFO] - Training dataset size: 21600
[2026-01-06 05:10:52,824][datasets.load][WARNING] - Using the latest cached version of the dataset since tanganke/eurosat couldn't be found on the Hugging Face Hub (offline mode is enabled).
[2026-01-06 05:10:52,831][datasets.packaged_modules.cache.cache][WARNING] - Found the latest cached dataset configuration 'default' at /data/dataset/datasets/tanganke___eurosat/default/0.0.0/43750fc422c7fbd4289e2df3f7473617a5937acc (last modified on Mon Jan  5 04:16:47 2026).
[2026-01-06 05:10:52,871][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
)
[2026-01-06 05:47:44,415][fusion_bench.method.classification.image_classification_finetune][INFO] - Saving the final model to outputs/convnext-base-224/eurosat/batch_size=64,lr=0.01/raw_checkpoints/final