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MIOpen v2.6.0

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@daniellowell daniellowell released this 20 Aug 19:40
· 1624 commits to develop since this release

Notes:

  • This release contains convolution performance improvements, improved multi-threading behavior, and improved stability for half precision convolutions. Initial iteration time has been reduced with the introduction of hybrid find mode. Builds for a static library have been refined for this release.

Changes:

  • Added MIOPEN_FIND_MODE=3 as the new default convolution Find mode; see documentation here for details
  • Added a more runtime-parameterized version of pooling to reduce the number of online compilations
  • Improved the performance of backwards spatial batch normalization for small images
  • Fixed issue with std::logic_error in SQLite deleter #306
  • Fixed issues with half precision stability for convolutions
  • Fixed issues with multi-threaded SQLite database accesses
  • Fixed issues with 3-D convolutions and incorrect parameters
  • Fixed various issues with implicit GEMM static assert failures
  • Removed inactive implicit GEMM convolution solvers
  • Removed SCGEMM convolutional algorithm from MIOpen