Custom Operations

• Create a Custom Operator in C++
  • Prerequisites
  • Operator Definition
  • CPU Operator Implementation
  • GPU operator implementation
  • Building the Plugin
  • Importing the Plugin
• Python Operators
  • Defining an Operation
  • Defining a Pipeline
  • Running the Pipeline and Visualizing the Results
  • Variety of Python Operators
  • Limitations of Python Operators
• Processing GPU Data with Python Operators
  • CuPy Operations
  • Defining a Pipeline
  • Running the Pipeline and Visualizing the Results
  • Advanced: Device Synchronization in the DLTensorPythonFunction
• Numba Function - Running a Compiled C Callback Function
  • Define the shape function swapping the width and height
  • Define the processing function that fills the output sample based on the input sample
  • Define the Pipeline