3D U-Net

• 来源: https://github.com/mlcommons/inference/tree/master/vision/medical_imaging/3d-unet-kits19
• 论文: https://arxiv.org/abs/1606.06650

模型

• ONNX
  • opset: 12
  • 算子: 155 (6 种)
    • Concat: 5
    • Producer: 78
    • ReLU: 22
    • Conv: 23
    • ConvTranspose: 5
    • InstanceNormalization: 22

KITS 2019 (602x512x512)

• Opset: 12
• 来源: PyTorch

• 输入:
  • 尺寸: [N,1,128,128,128]
  • 格式: NCHWZ
• 输出:
  • 尺寸: [N,3,128,128,128]