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Knet v1.1.1 Performance Improvements

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@denizyuret denizyuret released this 01 Oct 03:13
· 743 commits to master since this release
  • General performance improvements.
  • New GPU memory manager. (with @ekinakyurek)
  • New logging system using Base.CoreLogging.
  • New cuda macros and profiling system using TimerOutputs.
  • Tutorial available on Colab. (with @jekbradbury)
  • Added cpucopy, gpucopy serialization. (with @ekinakyurek)
  • Added softmax, logsoftmax, logistic loss and binary-cross-entropy. (@CarloLucibello, @ekinakyurek)
  • Added elu and selu. (with @CarloLucibello)
  • Speed up matmul gradient avoiding transpose.
  • Defined permutedims(::KnetMatrix)
  • Fixed scripts under Knet/prof, added new results.