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vit_large_patch16_224.ft_df20m_224

Image Classification
PyTorch
DanishFungi
ecology
fungi
FGVC
Model card Files
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Community
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MHanzl commited on
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  1. config.yaml +6 -6
config.yaml CHANGED
@@ -1,15 +1,15 @@
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- accumulation_steps: 2
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  architecture: vit_large_patch16_224
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  augmentations: light
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- batch_size: 64
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  dataset: DF20M
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  epochs: 100
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- exp_name: exp10
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- exp_path: ../runs/vit_large_patch16_224-CrossEntropyLoss-light/exp10
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  image_size:
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  - 224
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  - 224
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- learning_rate: 0.001
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  loss: CrossEntropyLoss
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  multigpu: false
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  number_of_classes: 182
@@ -27,5 +27,5 @@ train: null
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  training_samples: 32692
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  wandb_entity: zcu_cv
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  wandb_project: DanishFungi2023
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- wandb_run_id: mq5k5ju0
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  workers: 6
 
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+ accumulation_steps: 8
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  architecture: vit_large_patch16_224
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  augmentations: light
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+ batch_size: 16
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  dataset: DF20M
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  epochs: 100
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+ exp_name: exp11
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+ exp_path: ../runs/vit_large_patch16_224-CrossEntropyLoss-light/exp11
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  image_size:
10
  - 224
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  - 224
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+ learning_rate: 0.005
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  loss: CrossEntropyLoss
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  multigpu: false
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  number_of_classes: 182
 
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  training_samples: 32692
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  wandb_entity: zcu_cv
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  wandb_project: DanishFungi2023
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+ wandb_run_id: tfsjzcsx
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  workers: 6