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inversion's Introduction

一维航空瞬变电磁数据反演:使用CUDA加速

本项目旨在最大化硬件利用率来计算复杂的地球物理反演问题

项目整体说明

  • CUDA计算正演
  • pybind11结合C++与Python
  • TensorFlow框架计算反演

模块说明

  • forward_gpu: CUDA计算正演部分
  • forward: 连接CUDA与C++,以实现两个编译器分离编译
  • data: 正反演过程中的数据抽象
  • test: 测试(尚不完备)
  • global: 通用辅助函数
  • inversion: Python反演模块(尚不完备)

使用说明

  • 在C++层的使用方法可参考 /test/test.cpp 中的的代码
  • 在Python层的使用方法可参考 /inversion/test.py 中的代码

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