v0.13.14

Enzyme v0.13.14

Diff since v0.13.13

Merged pull requests:

• More 1.11 work (#2044) (@wsmoses)
• Continuing 1.11 names (#2045) (@wsmoses)
• Update Project.toml (#2046) (@wsmoses)
• Optimize undef arg (#2047) (@wsmoses)
• Remove unused symbols (#2048) (@wsmoses)
• Fix size calculation for simplevector (#2049) (@wsmoses)
• Fix jit lookup functionality (#2050) (@wsmoses)
• Debug specfunc (#2052) (@wsmoses)
• Fix warning (#2053) (@wsmoses)
• Update Project.toml (#2055) (@wsmoses)
• Continuing voyage of 1.111 (#2058) (@wsmoses)
• 111s (#2059) (@wsmoses)
• Add absint fix and tests (#2060) (@wsmoses)
• Update Project.toml (#2062) (@wsmoses)
• Fix offset size for absint load (#2064) (@wsmoses)
• Fix idiv (#2065) (@wsmoses)
• Adapt 1.11 to ptr of generic (#2066) (@wsmoses)

Closed issues:

• active_reg_inner crashes on Tuple{X} where {X} (#1923)
• warnings in minimal Lux example (#1982)
• Incorrect forward mode gradient for truncated normal distribution (#1998)
• julia crash, Illegal Instruction 4, Wishart distribution (#2012)
• Bijectors Illegal instruction: 4 (#2029)
• Bijectors: Unknown concrete type in arraycopy_common. tt: {[]:Pointer} (#2030)
• errors after updating from 0.12.x to 0.13 (#2031)
• Enzyme segfaults on the following MWE (#2032)
• Julia crash, illegal Instruction 4, Bijectors PDBijector (#2034)
• Segmentation fault, Bijectors.RadialLayer (#2036)
• Indeterministic illegal instruction, Bijectors CorrBijector (#2041)
• Segfault in AdvancedVI when involving Diagonal specializations (#2042)
• ERROR: AssertionError: RT <: Array (#2043)
• Illegal Instructions in macos (#2054)
• Enzyme v0.13.13 asserts for Duplicated function (#2056)
• CUDA.jl Enzyme error [issue to remove] (#2057)

v0.13.13

Enzyme v0.13.13

Diff since v0.13.12

Merged pull requests:

• Add CI testing for EnzymeCore (#2009) (@gdalle)
• No strict aliasing or f9 (#2014) (@wsmoses)
• More 1.11 stuff (#2015) (@wsmoses)
• 1.11 fix copy bounds error (#2017) (@wsmoses)
• Generalize interpreter (#2019) (@wsmoses)
• Julia 1.12: WIP (#2020) (@wsmoses)
• Import needs_primal from Reactant.jl (#2021) (@mofeing)
• fix EnzymeTestUtils (#2022) (@wsmoses)
• Generalize interpreter v2 (#2023) (@wsmoses)
• Fix empty forward gradient (#2025) (@wsmoses)
• More nightly stuff (#2026) (@wsmoses)
• More 1.11 type info (#2028) (@wsmoses)
• Fix enzymecore tests (#2038) (@wsmoses)
• Update Project.toml (#2040) (@wsmoses)

Closed issues:

• LLVM error: function failed verification (4) on truncated Beta distribution (#1996)
• Failure on Julia Assertion Build (#2002)
• no method matching reverse with truncated Beta distribution (#2010)
• Forward mode on bijector: no method matching Enzyme.TupleArray(::Vector{Float64}, ::Tuple{Int64}) (#2024)
• active_reg_inner returns DupState for immutable struct with untyped field (#2039)

v0.13.12

Enzyme v0.13.12

Diff since v0.13.11

Merged pull requests:

• Fix justActive condition (#1936) (@danielwe)
• More Julia 1.11 (#1981) (@wsmoses)
• Continuing 1.11 stuff (#1984) (@wsmoses)
• 1.11: the adventure continues, destroy (#1986) (@wsmoses)
• 1.11: more methodinstance stuff (#1989) (@wsmoses)
• Fix sret undef (#1990) (@wsmoses)
• 1.11: more gcloaded work (#1999) (@wsmoses)
• Adapt to nightly [rm combinemuladd] (#2001) (@wsmoses)
• EnzymeTestUtils: mark test as needing runtime activity (#2003) (@wsmoses)
• CI: disable metal/amdgpu for now (#2004) (@wsmoses)
• Fix inlining for nightly (#2005) (@wsmoses)
• EnzymeTestUtils: use make_zero instead of zero_tangent (#2006) (@wsmoses)
• More 1.11 debugging (#2007) (@wsmoses)
• Update Project.toml (#2008) (@wsmoses)

Closed issues:

• active_reg_inner with justActive = true incorrect with immutable types that can be incompletely initialized (#1935)
• Segfault in Enzyme 0.13 (#1964)
• No augmented forward pass found for jl_alloc_genericmemory (#1980)
• Segfault with NNlib.batched_mul (#1983)
• EnzymeTestUtils broken on 1.11 (#2000)

v0.13.11

Enzyme v0.13.11

Diff since v0.13.10

Merged pull requests:

• fix Vararg (#1969) (@oscardssmith)
• Improve shadow error message (#1971) (@wsmoses)
• Initial memory handling (#1972) (@wsmoses)
• Improve newstructt err (#1973) (@wsmoses)
• Revert "Fix code coverage & update action versions" (#1974) (@wsmoses)
• Fix const return for fwd (#1975) (@wsmoses)
• Partial newstructt info (#1976) (@wsmoses)
• Revert "Revert "Fix code coverage & update action versions"" (#1977) (@gdalle)
• Update Project.toml (#1978) (@wsmoses)

Closed issues:

• Unexpected SplitPrec call (#1937)
• Segfault with function splatting (#1942)

v0.13.10

Enzyme v0.13.10

Diff since v0.13.9

Merged pull requests:

• Static array return for forward gradient (#1943) (@wsmoses)
• Fix code coverage & update action versions (#1954) (@gdalle)
• CompatHelper: bump compat for GPUCompiler to 1, (keep existing compat) (#1960) (@github-actions[bot])
• Newstructt (#1965) (@wsmoses)
• Julia 1.11: the adventure continues (#1966) (@wsmoses)
• Fix Codecov badge (#1967) (@gdalle)

v0.13.9

Enzyme v0.13.9

Diff since v0.13.8

Merged pull requests:

• Multi arg fwd gradient (#1952) (@wsmoses)
• Speed up onehot of arrays (#1953) (@wsmoses)
• Add docstring for guess_activity (#1955) (@gdalle)
• WIP: Improve 1.11 support (#1963) (@wsmoses)

Closed issues:

• Choosing between Active and Duplicated (#1948)
• DI tests failing on 1.11: how to fix? (#1951)
• LoadError: UndefVarError: EnzymeRules not defined in julia 1.67 (#1962)

v0.13.8

Enzyme v0.13.8

Diff since v0.13.7

Merged pull requests:

• Update DuplicatedNoNeed error message (#1933) (@Vaibhavdixit02)
• Fix range step (#1945) (@wsmoses)

Closed issues:

• Unexpected zero derivative (#1690)

v0.13.7

Enzyme v0.13.7

Diff since v0.13.6

Merged pull requests:

• Fix error exception (#1931) (@wsmoses)
• Update Project.toml (#1932) (@wsmoses)

Closed issues:

• Active return values with automatic pullback (differential return value) deduction only supported for floating-like values and not type EnzymeCore.Active{Float64} (#1929)
• CUDA error in new Enzyme version (#1930)

v0.13.6

Enzyme v0.13.6

Diff since v0.13.5

Merged pull requests:

• Fix pass manager bug which allows functions to be deleted and replaced (#1924) (@wsmoses)
• Fix make_zero on constant fields (#1926) (@wsmoses)
• Union member type info (#1927) (@wsmoses)
• Stabilize global (#1928) (@wsmoses)

Closed issues:

• make_zero fails on a mutable type with const fields (#1925)

v0.13.5

Enzyme v0.13.5

Diff since v0.13.4

Merged pull requests:

• Attempt to fix apple (#1834) (@wsmoses)
• fix some cases of gradient/jacobian with StaticArrays (#1875) (@ExpandingMan)
• Improve documentation of modes (#1895) (@gdalle)
• Use actual_size instead of sizeof (#1915) (@wsmoses)
• Even more indexed typeinfo (#1916) (@wsmoses)
• Fix active reg inner of literal type (#1917) (@wsmoses)
• Correct offset to use max (#1918) (@wsmoses)
• Fix limit being relative (#1919) (@wsmoses)
• Fix memory of float (#1920) (@wsmoses)
• Bump jll (#1921) (@wsmoses)
• Bump jll (#1922) (@wsmoses)

Closed issues:

• Enzyme loading time is not great (#506)
• Basic SparseMatrixCSC calculations do not work. (#1381)
• Cannot deduce type of copy call void @llvm.memcpy.p10i8.p0i8.i64 (#1547)
• Operation on Int not deduced as const (#1636)
• Inconsistency in mode type parameters for ReverseModeSplit (#1881)
• Enzyme compilation fails with DiffEq ODE solves (#1914)