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EDDL v0.8 alpha - Major fixes and performance improvements
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@salvacarrion salvacarrion released this 12 Nov 17:40
· 1382 commits to master since this release
v0.8a
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Release notes

Details: https://github.com/deephealthproject/eddl/projects/3

Highlights

  • Major fixes (Softmax, CategoricalCrossEntropy, BinaryCrossEntropy, mutexes...)
  • Improve convergence due to numerical issues and wrong derivatives
  • Performance improvements (up to x10 of speed-up using the default configuration)
  • Top new features: Load partial files (used for large datasets that don't fit in memory), get losses/metrics, get/set parameters of a net,..
  • Tensor operators consistency
  • Documentation extended with examples and better explanations
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