v0.13.27

Enzyme v0.13.27

Diff since v0.13.26

Merged pull requests:

• Mark some 1.11 tests as broken (#2237) (@wsmoses)
• Update iterate unwrap (#2238) (@wsmoses)
• Fix constexpr restoration (#2239) (@wsmoses)
• Mark gc_loaded as nofree (#2240) (@wsmoses)
• Change constantint to assertion error (#2241) (@wsmoses)
• Mix Duplicated fn (#2242) (@wsmoses)
• Update validation.jl (#2243) (@wsmoses)

Closed issues:

• Enzyme compilation fails for vcat with Julia 1.11 (#2236)

v0.13.26

Enzyme v0.13.26

Diff since v0.13.25

Merged pull requests:

• Fix unused (#2228) (@wsmoses)
• Nodecayed fix (#2229) (@wsmoses)
• Nodecay (#2230) (@wsmoses)
• Fix getfield runtime activity (#2231) (@wsmoses)
• Fix decay (#2232) (@wsmoses)
• Remove marktype (#2233) (@wsmoses)
• Generic memory slice (#2234) (@wsmoses)
• Update Project.toml (#2235) (@wsmoses)

Closed issues:

• AssertionError when including simulation struct in Oceananigans model run. (#2190)

v0.13.25

Enzyme v0.13.25

Diff since v0.13.24

Merged pull requests:

• Fix insertion point of select replacement (#2211) (@wsmoses)
• Fix insert value into new fn (#2215) (@wsmoses)
• Don't cache non-pow of 2 ints (#2216) (@wsmoses)
• 1.11 begin generalization of gc loaded offset infra (#2217) (@wsmoses)
• Shadowalloc (#2218) (@wsmoses)
• 1.11: fix delete global (#2219) (@wsmoses)
• Add GPUArraysCore update in place scalar (#2220) (@wsmoses)
• Better source type error (#2221) (@wsmoses)
• Add jlarrays test (#2222) (@wsmoses)
• Rename EnzymeGPUArraysCore.jl to EnzymeGPUArraysCoreExt.jl (#2223) (@wsmoses)
• Update EnzymeGPUArraysCoreExt.jl (#2224) (@wsmoses)
• CompatHelper: add new compat entry for GPUArraysCore in [weakdeps] at version 0.2, (keep existing compat) (#2225) (@github-actions[bot])
• Batched no jlcall (#2226) (@wsmoses)
• 1.11: stop 1 level of phi recursion (#2227) (@wsmoses)

Closed issues:

• make_zero of CuArray returns the same array instead of deep copy (#2186)
• LoadError: LLVM error: Duplicate definition of symbol 'libname_zbesy__3764' (#2188)
• Segfault on Turing model reduced (#2197)
• CUDA: add support for onehot (#2203)
• Distributions.MixtureModel lead to LLVM error: function failed verification (#2206)
• Forward and Reverse mode autodiff fails with Polyester.jl (#2208)
• Enzyme returns incorrect gradient when push! is used in Julia v1.11 (#2209)
• Non-deterministic results with reverse-mode autodiff on CUDA (#2210)
• Segfault with Polyester.jl (#2213)

v0.13.24

Enzyme v0.13.24

Diff since v0.13.23

Merged pull requests:

• Add cachedmethodtable lookup (#2204) (@wsmoses)

v0.13.23

Enzyme v0.13.23

Diff since v0.13.22

Merged pull requests:

• Fix methodinstance usage and backedges (#2199) (@wsmoses)
• Permit autodiff thunk to use provided RT (#2200) (@wsmoses)
• Mark globals as externallt init on nested link (#2201) (@wsmoses)

Closed issues:

• CUDA.jl reverse CI broke again (#2193)
• Likely doesn't work in 1.11.x (#2196)

v0.13.22

Enzyme v0.13.22

Diff since v0.13.21

Merged pull requests:

• Tests II: more Julia function tests (#969) (@jgreener64)
• absint fixup (#2185) (@wsmoses)
• Fix method table override (#2191) (@wsmoses)

v0.13.21

Enzyme v0.13.21

Diff since v0.13.20

Merged pull requests:

• Fix higher order codegen (#2161) (@wsmoses)
• World backedge holder (#2183) (@wsmoses)
• Nofree for math methods (#2184) (@wsmoses)

Closed issues:

• Slow Broadcasting (compared to Zygote) (#1434)
• Macos Segfault on test (#1848)
• segfault during reverse mode autodiff (#1869)
• mul! for Vector{Float64}, SparseMatrixCSC, and SubArray, custom_rule_method_error (#1970)
• Nested AD Errors Out (#2147)
• Error with non-integer sizeof when differentiating Base.diff (#2168)

v0.13.20

Enzyme v0.13.20

Diff since v0.13.19

Merged pull requests:

• Fix partial store (#2172) (@wsmoses)
• Add verbose error message toggle (#2173) (@wsmoses)
• Fix returns_twice attr (#2175) (@wsmoses)
• More x86 orcv2 (#2177) (@wsmoses)
• Further simplify error messages (#2178) (@wsmoses)
• Complex bessel (#2179) (@wsmoses)
• workaround i1 issue in llvm.jl (#2181) (@wsmoses)

Closed issues:

• Vectorization run between levels of nested AD (#748)
• Enzyme Assertion with ComponentArrays (#1447)
• Enzyme encountering cholesky(...).L crashes Julia (#2103)
• GC error (#2157)
• illegal type analysis, Turing InverseGamma model (#2169)

v0.13.19

Enzyme v0.13.19

Diff since v0.13.18

Merged pull requests:

• vc/fixup isapplicable use v2 (#2158) (@vchuravy)
• Precompilation is cool, we should do more of it (#2160) (@wsmoses)
• Only mark writeonly if pointer abi (#2163) (@wsmoses)
• Mark extract value types (#2166) (@wsmoses)
• CompatHelper: add new compat entry for PrecompileTools at version 1, (keep existing compat) (#2167) (@github-actions[bot])

Closed issues:

• Enzyme cannot deduce type error on Oceananigans script (#2112)
• Attribute 'nocapture' applied to incompatible type (#2162)
• Lux + StaticArrays support regression in v0.13.18 (#2165)

v0.13.18

Enzyme v0.13.18

Diff since v0.13.17

Merged pull requests:

• Don't call specialize_method again (#2148) (@vchuravy)
• Spew more debug info on extract assertion (#2149) (@wsmoses)
• vararg type (#2150) (@wsmoses)
• Add no recur to inference (#2153) (@wsmoses)
• Further reduce recursive inference (#2154) (@wsmoses)
• Absint through sret unions (#2155) (@wsmoses)
• Don't use ref when unnnecessary for gradient sugar (#2156) (@wsmoses)

Closed issues:

• Enzyme.gradient allocates on SVector (#1968)
• Cannot convert an object of type LLVM.ConstantArray to an object of type LLVM.Instruction (#2144)
• Instruction does not dominate all uses (#2145)