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  • NVIDIA Deep Learning Examples
    NVIDIA Deep Learning Examples
    UNet_Medical TensorFlow2 checkpoint (AMP)
    Model
    NVIDIA Deep Learning Examples
    NVIDIA Deep Learning Examples
    UNet_Medical TensorFlow2 checkpoint (AMP)

    UNet_Medical TensorFlow2 checkpoint trained with AMP

  • 2 Versions
    21.02.0Selected
    03/10/2021 6:38 PM UTC394.99 MBAccuracy: 00 EpochsBatch Size: 8GPU: V100
  • architecture
    KeyValue
    typebase
    performance
    KeyValue
    eval_ce_loss0.21992358565330505
    eval_dice_loss0.1065923273563385
    eval_dice_score0.8934076726436615
    eval_total_loss0.32651591300964355
    training
    KeyValue
    batch_size8
    datasetEM segmentation challenge
    iterations6400
    learning_rate0.0001
    training_precisionAMP
    20.06.0
    08/21/2020 3:26 AM UTC395 MBAccuracy: 00 EpochsBatch Size: 8GPU: V100
  • architecture
    KeyValue
    typebase
    performance
    KeyValue
    eval_ce_loss0.22019703686237335
    eval_dice_loss0.10762041807174683
    eval_dice_score0.8923795819282532
    eval_total_loss0.327817440032959
    training
    KeyValue
    batch_size8
    datasetEM segmentation challenge
    iterations6400
    learning_rate0.0001
    training_precisionAMP