ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
  • NVIDIA Deep Learning Examples
    UNet3D TensorFlow checkpoint (AMP)
    Model
    NVIDIA Deep Learning Examples
    UNet3D TensorFlow checkpoint (AMP)

    UNet3D TensorFlow checkpoint trained with AMP

  • 1 Version
    20.06.0_ampSelected
    09/22/2022 4:50 PM UTC371.72 MBAccuracy: 00 EpochsBatch Size: 2GPU: V100
  • architecture
    KeyValue
    typebase
    performance
    KeyValue
    EnchancingTumor0.732291579246521
    MeanDice0.7127919594446818
    PeritumoralEdema0.7337265610694885
    TumorCore0.6723577380180359
    WholeTumor0.892531156539917
    training
    KeyValue
    batch_size2
    training_precisionAMP
    datasetBrain Tumor Segmentation Challenge 2019
    learning_rate0.0002
    iterations16000