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  • NVIDIA Deep Learning Examples
    ResNet50 pretrained weights (PyTorch, AMP, ImageNet)
    Model
    NVIDIA Deep Learning Examples
    ResNet50 pretrained weights (PyTorch, AMP, ImageNet)

    ResNet50 ImageNet pretrained weights.

  • 1 Version
    20.06.0_ampSelected
    09/22/2022 5:24 PM UTC97.74 MBAccuracy: 0300 EpochsBatch Size: 256GPU: V100
  • architecture
    KeyValue
    typeresnet50
    performance
    KeyValue
    val_top178.54800000488281
    val_top594.00399979003906
    training
    KeyValue
    data_backendpytorch
    model_configfanin
    batch_size256
    data/data/imagenet
    num_classes1000
    lr2.048
    run_epochs-1
    optimizer_batch_size2048
    archresnet50
    lr_schedulecosine
    workers8
    epochs300