3 Releases published by 1 person

• v0.13.2

  published Sep 24, 2024

• v0.13.3

  published Sep 26, 2024

• v0.13.4

  published Sep 28, 2024

25 Pull requests merged by 4 people

• Fix getglobal value

  #1912 merged Sep 28, 2024

• Optimize active only rev grad

  #1911 merged Sep 28, 2024

• Handle type unstable getglobal

  #1910 merged Sep 28, 2024

• Fix deferred any active return

  #1909 merged Sep 28, 2024

• Fix randn

  #1906 merged Sep 28, 2024

• CompatHelper: bump compat for Enzyme_jll to 0.0.151, (keep existing compat)

  #1908 merged Sep 28, 2024

• Fix japi1

  #1907 merged Sep 27, 2024

• Add reverse rule for Sparse dense matmul/vec

  #1792 merged Sep 27, 2024

• Abs int end of load

  #1905 merged Sep 27, 2024

• More info for dupnoneed

  #1904 merged Sep 27, 2024

• Support fillarray return

  #1901 merged Sep 27, 2024

• Skip japi1 activity rule

  #1899 merged Sep 26, 2024

• Add WithPrimal and NoPrimal function

  #1898 merged Sep 26, 2024

• Sparsearrays ext

  #1891 merged Sep 26, 2024

• CustomRules: fix body check

  #1896 merged Sep 26, 2024

• Concrete type assertion

  #1890 merged Sep 26, 2024

• recfix

  #1886 merged Sep 25, 2024

• Fix abs cstring

  #1888 merged Sep 25, 2024

• fix array

  #1884 merged Sep 24, 2024

• Update Project.toml

  #1885 merged Sep 24, 2024

• Cleanup absint

  #1880 merged Sep 24, 2024

• Use correct triple

  #1878 merged Sep 22, 2024

• Remove deprecated UnionAll Vararg

  #1859 merged Sep 21, 2024

• Try fixing buildkite

  #1843 merged Sep 21, 2024

• fix nested custom rule lookup

  #1877 merged Sep 21, 2024

6 Pull requests opened by 5 people

• fix some cases of gradient/jacobian with StaticArrays

  #1875 opened Sep 21, 2024

• redmacos

  #1876 opened Sep 21, 2024

• Remove EnzymeInterpreter and instead reuse GPUInterpreter

  #1893 opened Sep 26, 2024

• Document `Enzyme.Compiler.recursive_accumulate`

  #1894 opened Sep 26, 2024

• Improve documentation of modes

  #1895 opened Sep 26, 2024

• CompatHelper: add new compat entry for Enzyme at version 0.13 for package docs, (keep existing compat)

  #1900 opened Sep 27, 2024

30 Issues closed by 4 people

• "Constant memory is stored..." in `MLUtils.unsqueeze`

  #1866 closed Sep 28, 2024

• Enzyme could not find shadow for value | with range

  #1673 closed Sep 28, 2024

• Non-determinstic segfault

  #1802 closed Sep 28, 2024

• Flux Enzyme tests are failing

  #1738 closed Sep 28, 2024

• Enzyme modifies entries of an array in an inactive struct

  #1569 closed Sep 28, 2024

• What is ABI?

  #1345 closed Sep 28, 2024

• data corruption in struct

  #603 closed Sep 28, 2024

• Additive term incorrectly not dropped in forward-mode

  #742 closed Sep 28, 2024

• Gradient error on simple forward/reverse comparison

  #701 closed Sep 28, 2024

• confusing error message in forward over reverse

  #1870 closed Sep 28, 2024

• Add more helper functions from the new DI

  #1897 closed Sep 28, 2024

• Incorrect derivatives of randn()

  #1902 closed Sep 28, 2024

• Size error for `logpdf(MvNormal)` combined with `PDMats`

  #1903 closed Sep 28, 2024

• Sparse matvec seems strangely slow compared to Zygote

  #1682 closed Sep 27, 2024

• What is the use of `DuplicatedNoNeed` now that `ReturnPrimal` is in the mode?

  #1892 closed Sep 27, 2024

• Gradients are dropped when using a sparse cholesky

  #1825 closed Sep 26, 2024

• Batch mode with `autodiff_thunk`

  #1883 closed Sep 26, 2024

• Check if function is being called inside `autodiff`

  #1761 closed Sep 26, 2024

• CUDA.jl reverse CI broke again

  #1889 closed Sep 26, 2024

• UndefVarError: `abs_cstring` not defined in `Enzyme.Compiler`

  #1887 closed Sep 26, 2024

• AssertionError: RT <: Array

  #1811 closed Sep 24, 2024

• Zero gradient regression involving global variables

  #1882 closed Sep 24, 2024

• Readme image is broken

  #1846 closed Sep 24, 2024

• Failure for autojacvec=EnzymeVJP() for ODEProblem

  #1617 closed Sep 21, 2024

• Turing.jl error with AdvancedHMC

  #1696 closed Sep 21, 2024

• Automate use of deferred in Higher order derivatives

  #1005 closed Sep 21, 2024

• Higher order differentiation, `autodiff_deferred` and `CustomRules`

  #1059 closed Sep 21, 2024

• `try`/`catch` block error on Julia 1.8 and earlier

  #971 closed Sep 21, 2024

• More Extensive Documentation

  #326 closed Sep 21, 2024

• Const kwargs becoming Duplicated in custom rule => error

  #1845 closed Sep 21, 2024

4 Issues opened by 3 people

• Add siam mpe introduction to docs

  #1913 opened Sep 28, 2024

• Inconsistency in mode type parameters for `ReverseModeSplit`

  #1881 opened Sep 23, 2024

• Custom rules may fail to compile depending on inlining/method specialization

  #1874 opened Sep 21, 2024

• Non-specialized methods with custom rules result in unnecessary use of runtime handlers and "Non-constant keyword argument" error

  #1873 opened Sep 21, 2024

24 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• Issue with feedback lines

  #1045 commented on Sep 21, 2024 • 0 new comments

• Basic SparseMatrixCSC calculations do not work.

  #1381 commented on Sep 21, 2024 • 0 new comments

• Incorrect results with StaticArrays and reshape

  #1855 commented on Sep 23, 2024 • 0 new comments

• segfault during reverse mode autodiff

  #1869 commented on Sep 24, 2024 • 0 new comments

• Enzyme is dropping gradients when using custom rule and views

  #1856 commented on Sep 25, 2024 • 0 new comments

• Enzyme: Not yet implemented forward for `jl_eqtable_get`

  #1841 commented on Sep 25, 2024 • 0 new comments

• Hessian type analysis mismatch

  #1239 commented on Sep 28, 2024 • 0 new comments

• Mismatched tape and llvm size

  #1487 commented on Sep 28, 2024 • 0 new comments

• Atomic fadd of vector

  #1635 commented on Sep 28, 2024 • 0 new comments

• ERROR: Enzyme compilation failed due to illegal type analysis.

  #1410 commented on Sep 28, 2024 • 0 new comments

• Hvcat stackoverflow

  #1653 commented on Sep 28, 2024 • 0 new comments

• Mixed type, variable length, memcpy

  #1672 commented on Sep 28, 2024 • 0 new comments

• Unexpected zero derivative

  #1690 commented on Sep 28, 2024 • 0 new comments

• No method matching Duplicated(::Base.MappingRF{...}, ::Base.RefValue{Base.MappingRF{…}})

  #1812 commented on Sep 28, 2024 • 0 new comments

• Forward mode gradient error with argument of limited mutability

  #1821 commented on Sep 28, 2024 • 0 new comments

• Internal handler hits `AssertionError: x.indices == dx.indices Stacktrace:`

  #1781 commented on Sep 28, 2024 • 0 new comments

• Very long compilation times of big kernels

  #1532 commented on Sep 28, 2024 • 0 new comments

• GC EXCEPTION_ACCESS_VIOLATION

  #1622 commented on Sep 28, 2024 • 0 new comments

• Turing model crashes without runtimeActivity

  #1623 commented on Sep 28, 2024 • 0 new comments

• Tests II: more Julia function tests

  #969 commented on Sep 28, 2024 • 0 new comments

• Implement `pick_batchsize`

  #1545 commented on Sep 26, 2024 • 0 new comments

• Add Distributions integration tests

  #1819 commented on Sep 28, 2024 • 0 new comments

• Attempt to fix apple

  #1834 commented on Sep 26, 2024 • 0 new comments

• Add recursive map generalizing the make_zero mechanism

  #1852 commented on Sep 25, 2024 • 0 new comments