Welcome to Dolphin’s documentation!

Documentation version 0.0.10

Dolphin

A python package for GPU-accelerated data processing for TensorRT inference. Dolphin notably provides a set of functions to manipulate GPU arrays (dolphin.darray) and images (dolphin.dimage) and TensorRT functions (dolphin.Engine).

Official documentation :

https://dolphin-python.readthedocs.io/en/latest/

This package is strongly relying on the CUDA Python bindings PyCuda, available at https://github.com/inducer/pycuda, https://documen.tician.de/pycuda/. And TensorRT, available at https://developer.nvidia.com/tensorrt.

Installation

Dolphin is available on PyPI. You can install it using pip: pip install dolphin-python

and import it in your python code using import dolphin.

Dolphin Reference

• Core Concepts
  • Overview
  • Simplicity
  • Disclaimer
• Getting Started with Dolphin
  • Manipulating dolphin.dtype :
  • Manipulating dolphin.darray :
  • Manipulating dolphin.dimage :
  • Manipulating dolphin.Engine :
  • Full example

Dolphin Core Reference

• Dolphin darray
• Dolphin dimage
• Dolphin Bufferizer
• Dolphin dtype
• Dolphin CudaBase

Dolphin TensorRT Reference

• Inference Engine
  • Engine
• TensorRT CUDA Buffers
  • CudaTrtBuffers

Advanced Utilisation

• Advanced Utilisation of Dolphin
  • Memory Management
  • Usage of allocations
  • Usage of Cuda Stream