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resnet50.in1k_ft_fungitastic_224

Image Classification
PyTorch
DanishFungi
ecology
fungi
FGVC
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picekl commited on
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  1. config.yaml +9 -9
config.yaml CHANGED
@@ -3,16 +3,16 @@ architecture: resnet50.a1_in1k
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  augmentations: vit_heavy
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  batch_size: 32
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  dataset: DF24
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- epochs: 50
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- exp_name: exp10
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- exp_path: ../runs/resnet50.a1_in1k-SeeSawLoss-vit_heavy/exp10
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  image_size:
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  - 224
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  - 224
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- learning_rate: 0.1
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  loss: SeeSawLoss
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  multigpu: false
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- number_of_classes: 2943
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  optimizer: SGD
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  random_seed: 777
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  root_path: ../
@@ -22,10 +22,10 @@ tags:
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  - DanishFungi2024
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  - 224x224
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  - Convolutional
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- test_samples: 90795
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  train: null
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- training_samples: 436790
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  wandb_entity: zcu_cv
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- wandb_project: DF24
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- wandb_run_id: u4puu3lc
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  workers: 8
 
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  augmentations: vit_heavy
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  batch_size: 32
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  dataset: DF24
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+ epochs: 1
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+ exp_name: exp5
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+ exp_path: ../runs/resnet50.a1_in1k-SeeSawLoss-vit_heavy/exp5
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  image_size:
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  - 224
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  - 224
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+ learning_rate: 0.01
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  loss: SeeSawLoss
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  multigpu: false
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+ number_of_classes: 2829
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  optimizer: SGD
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  random_seed: 777
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  root_path: ../
 
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  - DanishFungi2024
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  - 224x224
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  - Convolutional
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+ test_samples: 89659
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  train: null
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+ training_samples: 433701
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  wandb_entity: zcu_cv
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+ wandb_project: DanishFungi24
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+ wandb_run_id: yprop9yd
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  workers: 8