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Feature/redesign fix cuda kernel memory

Issue/feature addressed

This MR remove CUDA heap memory allocation for kernel functions and instead pre-allocate the required memory from the host. Additionally,

  • Consistently use __restrict__ keyword
  • Activate clang-format for CUDA files
  • Add reduceMax CUDA kernel

Proposed solution

Implementation

Tests

Suggested reviewers

Please suggest any people who would be appropriate to review your code.

Notes

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Checklist

  • Functions and classes, or changes to them, are documented.
  • [ ] User guide/documentation is updated.
  • [ ] Changelog is updated.
  • [ ] Suitable tests added for new functionality.
  • Contributed code is correctly formatted. (See the contributing guidelines).
  • [ ] License added to any new files.
  • No extraneous files have been added (e.g. compiler output or test data files).
Edited by Jacques Xing

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