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@github-actions github-actions released this 29 Sep 11:31
· 1036 commits to master since this release
v0.12.7
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Flux v0.12.7

Diff since v0.12.6

Closed issues:

  • Poor performance relative to PyTorch (#886)
  • Recur struct's fields are not type annotated, which is causing run–time dispatch and a significant slowdowns (#1092)
  • Bug: lower degree polynomial substitute in gradient chain! (#1188)
  • Very slow precompile (>50min) on julia 1.6.0 on Windows (#1554)
  • Do not initialize CUDA during precompilation (#1597)
  • GRU implementation details (#1671)
  • Parallel layer doesn't need to be tied to array input (#1673)
  • update! a scalar parameter (#1677)
  • Support NamedTuples for Container Layers (#1680)
  • Freezing layer parameters still computes all gradients (#1688)
  • A demo is 1.5x faster in Flux than tensorflow, both use cpu; while 3.0x slower during using CUDA (#1694)
  • Problems with a mixed CPU/GPU model (#1695)
  • Flux tests with master fail with signal 11 (#1697)
  • [Q] How does Flux.jl work on Apple Silicon (M1)? (#1701)
  • Typos in documents (#1706)
  • Fresh install of Flux giving errors in precompile (#1710)
  • Flux.gradient returns dict of params and nothing (#1713)
  • Weight matrix not updating with a user defined initial weight matrix (#1717)
  • [Documentation] No logsumexp in NNlib page (#1718)
  • Flattened data vs Flux.flatten layer in MNIST MLP in the model zoo (#1722)

Merged pull requests:

Contributors

maleadt, rongcuid, and 9 other contributors
Assets 2
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