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vit_base_patch16_224.ft_df20m_224

Image Classification
PyTorch
DanishFungi
ecology
fungi
FGVC
Model card Files Community
vit_base_patch16_224.ft_df20m_224
File size: 897 Bytes 
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{
    "augmentations": "light",
    "dataset": "DF20M",
    "architecture": "vit_base_patch16_224",
    "train": null,
    "loss": "CrossEntropyLoss",
    "optimizer": "SGD",
    "scheduler": "plateau",
    "epochs": 1,
    "learning_rate": 0.01,
    "batch_size": 64,
    "accumulation_steps": 1,
    "random_seed": 777,
    "workers": 12,
    "multigpu": false,
    "tags": [
        "DanishFungi2023",
        "224x224",
        "Debug"
    ],
    "root_path": "../",
    "run_name": "vit_base_patch16_224-CrossEntropyLoss-light",
    "exp_name": "exp13",
    "exp_path": "../runs/vit_base_patch16_224-CrossEntropyLoss-light/exp13",
    "training_samples": 32692,
    "test_samples": 3701,
    "mean": [
        0.5,
        0.5,
        0.5
    ],
    "std": [
        0.5,
        0.5,
        0.5
    ],
    "input_size": [
        3,
        224,
        224
    ],
    "num_classes": 182
}