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MIOpen v2.2.0
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@daniellowell daniellowell released this 19 Dec 23:13
· 1436 commits to master since this release
2.2.0
9fd3e57

Notes:

  • This release contains bug fixes, performance improvements, and expanded applicability for specific convolutional algorithms.
  • MIOpen has posted a citable paper on ArXiv here.
  • An SQLite database has been added to replace the text-based performance database. While the text file still exists, by default SQLite is used over the text-based performance database; see documentation from more details.

Changes:

  • Added per solution algorithm filtering environmental variable for debugging
  • Added SQLite3 database and build dependency. The text-based performance database support is deprecated and will be removed in the next release.
  • Added citation page to documentation pointing to MIOpen's paper
  • Added to the overall documentation
  • Fixed fusion compilation check issue
  • Fixed fusion group convolution warning
  • Improved performance of forward pooling
  • Improved performance of convolutions
  • Improved performance of spatial training batch normalization for some large batch size input configurations
  • Improved applicability of implicit GEMM convolution algorithm
  • Improved performance of calls to miopenConvolutionXXXGetWorkSpaceSize() functions
  • Improved conformance to code object version 3
  • Disabled SCGEMM convolution algorithm by default; this algorithm is deprecated and will be removed in future releases
  • Changed "hip_hcc" to "hip-hcc" for the MIOpen package requirements in CMakeLists.txt
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