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boostcampaitech6 / level1-imageclassification-cv-10

level1-imageclassification-cv-10 created by GitHub Classroom
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[FEAT] Stacking ensemble 실험 #40

Closed woohee-yang closed 8 months ago

woohee-yang commented 8 months ago

config

==== Dataset & Transform ====

dataset: MaskBaseDataset augmentation: AutoAugmentation resize: [ 256, 192 ] valid_ratio: 0.2 balanced_split: true sampler: ImbalancedSampler age_drop: True

==== Training ====

seed: 42 max_epochs: 30 batch_size: 48 valid_batch_size: 64 optimizer: AdamW lr: 0.001 criterion: focal scheduler: cosine lr_decay_step: 20 log_interval: 50

inference score

f1-score accuracy
0.6637 75.2540