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Enzyme.jl - v0.11.13

Published by github-actions[bot] 9 months ago

Enzyme v0.11.13

Diff since v0.11.12

Merged pull requests:

Update CI for 1.10 release (#1229) (@wsmoses)
dont addrfix offsets of arg11 (#1230) (@wsmoses)
Fix 1.10 for x86 (#1231) (@wsmoses)
[EnzymeCore] Move adapt to extension (#1232) (@wsmoses)
Add more info to gc select (#1237) (@wsmoses)
Handle fact that addrspacecast can also change elemenent type (#1238) (@wsmoses)
Fix GitHub action configuration – continue-on-error (#1240) (@MilesCranmer)
Generalize to recursive argument-based decayed phi's (#1244) (@wsmoses)
Second phi embarassing bugfix (#1245) (@wsmoses)
Add additional support for svecref (#1246) (@wsmoses)

Closed issues:

"Could not analyze garbage collection behavior" error with non-allocating code. (#1228)
Package load time is quite long, and longer on Julia 1.10 (#1234)
Enzyme v0.11.11+ much slower to load (#1243)

Enzyme.jl - v0.11.12

Published by github-actions[bot] 10 months ago

Enzyme v0.11.12

Diff since v0.11.11

Merged pull requests:

sort! rules (#1000) (@jgreener64)
Docs: add links to more examples of custom rules. (#1183) (@lassepe)
correct some formatting, variable names, and math in box example (#1184) (@just-walk)
Docs: Mention gradient et al. in 'getting started' (#1185) (@lassepe)
Turn code samples into doctests on first page of docs (#1187) (@gdalle)
WIP mutability inspection fix (#1190) (@swilliamson7)
Changes to track active variables with inactive instruction (#1191) (@jlk9)
Array copy fix (#1194) (@wsmoses)
Fix gc error (#1195) (@wsmoses)
Mark arraycopy as nofree (#1197) (@wsmoses)
Fix kindattr check (#1198) (@wsmoses)
Misc ABI fixups (#1200) (@wsmoses)
Mark 1.10 whocallsmorethan30args test as known failure (#1201) (@wsmoses)
Disable failing blas tests on windows 1.6 (#1203) (@wsmoses)
Arraycopy unused shadow fix (#1204) (@wsmoses)
Absint typeof ijl_new_structt (#1206) (@wsmoses)
Disable sort on integers (#1207) (@wsmoses)
Add support for newstructt (#1209) (@wsmoses)
Improve debug output for Not yet implemented constant table in jl_eqt… (#1210) (@wsmoses)
Enable gradient wrapper to work with non-type inferrable code (#1211) (@wsmoses)
add recursive add to accumulate (#1213) (@wsmoses)
Handle apply iterate in fwd mode (#1214) (@wsmoses)
Handle gep-like cast in GC fixup (#1215) (@wsmoses)
Handle make_zero of box (#1216) (@wsmoses)
[embarassing bugfix] actually call ntuple (#1217) (@wsmoses)
Use recursive_add for getindex (#1218) (@wsmoses)
Fix splat (#1221) (@wsmoses)
Remove unused type var (#1225) (@wsmoses)
Setindex fixup (#1226) (@wsmoses)
Remove unnecessary extra shadow for generic call (#1227) (@wsmoses)

Closed issues:

Sparse Array Structure Initializer (#373)
Enzyme compilation error when using a sparse cholesky (#997)
Mention gradient in the Getting started section (#1035)
illegal insertion UNREACHABLE when calling gradient (#1101)
GPU kernel error (#1166)
Custom rules ignored on Julia 1.9.4 that work fine with 1.10.0-rc1 (#1177)
ERROR: LoadError: Enzyme execution failed (#1181)
Minor bug with Enzyme.Compiler.make_zero (#1186)
Code sample on first page of docs is broken (#1188)
How to build documentation locally? (#1189)
Crash during GC (#1192)
Error when range step is not 1 (#1196)
GPU normalize error with CUDA.jl v5 (#1199)
When I use structure as an input for a function to be differentiated to and supply a temporary variable for calculations I get 0 as derivative to the structure (#1223)
Correctness issue in gradient between Julia 1.6 and 1.10 (#1224)

Enzyme.jl - v0.11.11

Published by github-actions[bot] 11 months ago

Enzyme v0.11.11

Diff since v0.11.10

Merged pull requests:

[EnzymeTestUtils] Mark tests as now passing (#1098) (@wsmoses)
Import EnzymeCore into Enzyme (#1120) (@glwagner)
Allow linsolv to have const args (#1121) (@wsmoses)
Remove irrelevant setup code from, documentation (#1122) (@LilithHafner)
Export annotation (#1124) (@wsmoses)
Fix calling convention print and mismatch (#1125) (@jlk9)
Bump JLL (#1126) (@wsmoses)
[Nodecayed phis] handle repeated phi entry (#1127) (@wsmoses)
Fix hcat_fill and custom rule type propagation (#1128) (@wsmoses)
Add atan2 to cuda replacements (#1131) (@wsmoses)
Fix return mismatch on partial information (#1133) (@wsmoses)
Update JLL (#1135) (@wsmoses)
[NFC] Move internal rules into separate files (#1136) (@wsmoses)
JLL Bump (#1137) (@wsmoses)
Add some support for tuple splat (#1141) (@wsmoses)
Attempt to fix version testing mishap (#1142) (@wsmoses)
Don't use Pkg in runtests.jl (#1143) (@vchuravy)
Disable nodecay transformation for guaranteed inactive functions (#1144) (@wsmoses)
Apply iterate with multiple iter args (#1146) (@wsmoses)
Fix tuple number of fields warning (#1147) (@wsmoses)
stablize active_reg_inner (#1148) (@wsmoses)
Update Enzyme_jll (#1149) (@wsmoses)
Fix union abi (#1150) (@wsmoses)
fix is_arrayorvararg_ty (#1151) (@wsmoses)
fix coupling of ptreltype and is_arrayorvararg_ty (#1153) (@wsmoses)
Iddict (#1155) (@wsmoses)
Abs int for n-ary arrays (#1157) (@wsmoses)
additional partial activity (#1158) (@wsmoses)
Expose make_zero (#1160) (@wsmoses)
Improve custom rule sret detection (#1162) (@wsmoses)
Update Project.toml (#1164) (@wsmoses)
Absiint pointer_from_objre (#1165) (@wsmoses)
Don't emit fallback error on known gpu paths (#1167) (@wsmoses)
Fix forward mode type unstable more than 30 args (#1168) (@wsmoses)
Update Project.toml (#1170) (@wsmoses)
Update scripts_deploy.yml (#1171) (@wsmoses)
Docs: discuss EnzymeRules.reverse return value in custom rules tutorial (#1174) (@lassepe)
Better GC internal error message (#1175) (@wsmoses)
[EnzymeTestUtils] mark test as now working (#1176) (@wsmoses)
Handle load from global constant in gc fixup (#1179) (@wsmoses)

Closed issues:

Bad TypeTree generation (#225)
Union leads to broken function (#235)
Enzyme + KA Stalls on Error instead of reporting it (#365)
Enzyme generates malloc + free for KernelGradients matmul example (#577)
augmented forward for jl_f__apply_iterate (#599)
Enzyme compilation failed for cmpxchg (#655)
[Forward-mode] Implement multi-typed store (#857)
Enzyme cannot deduce type (#874)
sum of array errors with recent Enzyme (#885)
get for Dict errors with certain key types (#892)
get error on earlier Julia versions when assertions are enabled (#993)
Enzyme compilation failure (#1027)
Enzyme execution failed in zygote tests (#1036)
LLVM failed verification in custom batch rule (#1075)
Garbage collection error (#1103)
Decayattr error (#1108)
get wrong gradient on Julia 1.9 (#1118)
sum wrong gradient on Julia 1.10-nightly (#1119)
Not yet implemented augmented forward for jl_f__apply_iterate when differentiating an ODE in reverse mode (#1123)
GPU kernel error (#1129)
KernelAbstractions and NTuple index (#1140)
Tuple-modifying differentiates when imported from existing package, but not when written locally. (#1145)
Enzyme.jl Error MethodError: no method matching ptreltype(::Type{Ptr}) (#1152)
Suspected Garbage Collected Value Issue When Differentiating with Enzyme.jl (#1154)
Crash on basic LoopVectorization operation (#1161)

Enzyme.jl - v0.11.10

Published by github-actions[bot] 12 months ago

Enzyme v0.11.10

Diff since v0.11.9

Merged pull requests:

Nofree array del (#1100) (@wsmoses)
Add batch size for batchduplicatedtype (#1105) (@wsmoses)
Fix abstract tuple (#1106) (@wsmoses)
Create nicer decaayaddr error message (#1107) (@enigne)
Fix decayaddr to handle stores into the decayed addr (#1109) (@enigne)
Enable calling convention fixup for custom rules (#1110) (@enigne)
Add linear solve derivative (#1111) (@enigne)
Fix make_zero on undef arrays (#1112) (@enigne)
Fix guaranteed_const instability and error message (#1113) (@wsmoses)
Remove 1.7 from CUDA testing (#1114) (@wsmoses)
Bump JLL (#1115) (@wsmoses)
Bump Enzyme version (#1116) (@wsmoses)
[EnzymeTestUtils] mark more tests as working (#1117) (@wsmoses)

Enzyme.jl - v0.11.9

Published by github-actions[bot] about 1 year ago

Enzyme v0.11.9

Diff since v0.11.8

Merged pull requests:

Simplify make zero (#1063) (@wsmoses)
Fix staticarrays active bug (#1071) (@wsmoses)
Primitive deepcopy support (#1073) (@wsmoses)
Consider jl_new_array (#1074) (@wsmoses)
[EnzymeTestUtils] Fix batch duplicated return and aliasing return/argument (#1079) (@wsmoses)
Fix constant, but aliasing, return (#1080) (@wsmoses)
[EnzymeTestUtils] Prevent non-sroa'able tuple (#1082) (@wsmoses)
Fix custom rule with batch fwd pointer (#1083) (@wsmoses)
Add enzyme activity rule (#1084) (@wsmoses)
CompatHelper: bump compat for GPUCompiler to 0.25, (keep existing compat) (#1085) (@github-actions[bot])
Fix calling more than 30 arguments (#1087) (@swilliamson7)
Generalize addr compuation (#1088) (@wsmoses)
Delete range md when deleting return in julia (#1089) (@wsmoses)
CompatHelper: bump compat for CEnum to 0.5, (keep existing compat) (#1090) (@github-actions[bot])
Add missing type to ptreltype (#1092) (@jgreener64)
Fix embarrassing array eltype size error (#1093) (@wsmoses)
Fix offset calculation for i32 (#1094) (@wsmoses)
Fix ptreltype (#1095) (@wsmoses)
Simplify pmap rule [use EnzymeRules] (#1096) (@wsmoses)
Add alloca type info metadata (#1097) (@wsmoses)
Update Project.toml (#1099) (@wsmoses)

Closed issues:

Support for jl_eqtable_get (#416)
Enzyme using fallback BLAS replacements in deep neural network (#692)
Enzyme compilation failed on IPU (#751)
Assertion error with inlined function on recent Enzyme versions (#1025)
error in nodecayed_phis (#1031)
Simplified example of UDE dynamics with Lux neural networks (#1057)
Handling of getrf! and getrs! (#1065)
Constant variable as temporary storage for active memory (#1068)
StaticMatrix in Struct - ERROR: Unsupported Active... (#1069)
Forward mode of an ODE solver fails with TypeAnalysisDepthLimit (#1070)
Fix Enzyme incompatibilities with Krylov methods (#1077)
Issues with Wishart from Distributions.jl (#1081)
Bounds error (#1086)

Enzyme.jl - v0.11.8

Published by github-actions[bot] about 1 year ago

Enzyme v0.11.8

Diff since v0.11.7

Merged pull requests:

Add EnzymeTestUtils package for testing Enzyme rules (#782) (@sethaxen)
Add tests for BLAS.dot, BLAS.dotc, and BLAS.dotu (#842) (@sethaxen)
CompatHelper: bump compat for GPUCompiler to 0.22, (keep existing compat) (#1001) (@github-actions[bot])
support wide ints in tape (#1002) (@motabbara)
add 1.10 cpu features string (#1003) (@wsmoses)
Fix poison value handling (#1006) (@wsmoses)
Abstract state is default duplicated (#1007) (@wsmoses)
Reduce amount of printing during 'cannot find shadow' error of an arg… (#1012) (@wsmoses)
Attempt fix of nicer error handler for jl_f__apply_iterate (#1013) (@wsmoses)
Fix 0 arg wait (#1014) (@wsmoses)
Fix display of formula in documentation (#1015) (@metab0t)
Fix fallback apply iterate in vector mode (#1016) (@wsmoses)
Fix order of args to occursin to reduce printing on store error (#1017) (@wsmoses)
Fix UndefVarError: ST not defined (#1019) (@devmotion)
Mark custom rule tape loads as needing caching (#1024) (@wsmoses)
Fix batched arraycopy (reverse mode) (#1033) (@wsmoses)
CompatHelper: bump compat for GPUCompiler to 0.23, (keep existing compat) (#1034) (@github-actions[bot])
Add getri nice backtrace (#1040) (@wsmoses)
Add missing julia compat to EnzymeTestUtils (#1041) (@sethaxen)
Unmark reverse mutating test as broken (#1042) (@sethaxen)
Add nicer nc_sync error (#1044) (@wsmoses)
Fix print for abi wrapper error (#1049) (@wsmoses)
Fix array type cast (#1050) (@wsmoses)
CompatHelper: bump compat for GPUCompiler to 0.24, (keep existing compat) (#1051) (@github-actions[bot])
Set active_reg for mutable structs to be duplicated rather than active (#1052) (@wsmoses)
Fix error when returning undef from function (#1054) (@wsmoses)
Fix shadow segfault on custom rule (#1056) (@wsmoses)
Add guess activity of ref of int (#1060) (@wsmoses)
Fix ordering for vector fallback of apply iterate (#1062) (@wsmoses)
Adapt to jll bump and use nice default error for unknown c functions (#1064) (@wsmoses)
Better Store Activity Error Messages (#1066) (@wsmoses)

Closed issues:

Adding testing utilities (#780)
JLJit duplicate symbol (#991)
tape width issue using InlineStrings (#998)
Incorrect Jacobian when indexing an Array using begin & end (#1008)
Catching assertions / debugging mode? (#1009)
Assertion failed error (#1011)
Illegal type analysis error with gemv call (#1020)
Incorrect tape provided to custom reverse rule in for loop (#1022)
Cannot deduce type error (#1023)
mixed activity for jl_new_struct (#1026)
dval of mutated vector not zeroed when other activities are Const (#1028)
LLVM failed verification error with BatchDuplicated return type on reverse autodiff_thunk (#1032)
No augmented forward pass found for dgemqrt_64_ (#1037)
Precompilation failed; has_orc_v1 not defined (#1043)
BLAS.scal! error with autodiff_thunk in batch reverse-mode (#1048)
Crash with BLAS.scal! as argument in calling method with complex inputs (#1053)
AssertionError: Tuple{Vector{Float64}, Float64} has mixed internal activity types (#1055)
Invalid unwrap (#1058)

Enzyme.jl - v0.11.7

Published by github-actions[bot] about 1 year ago

Enzyme v0.11.7

Diff since v0.11.6

Closed issues:

Better error for Active{Vector{Float64}} (#318)
Differentiating Gridap code (#447)
getting a function call location from a stacktrace (#854)
improve debugging (#864)
CUDA sin is broken (#924)
runtime activity changes AD result (#947)
quantile gives wrong gradient on Julia 1.6 (#973)
hypot error on Julia 1.7 (#974)
Set error with x86 (#975)
Incorrect gradients when using views (#979)

Merged pull requests:

Make bitcode replacement a preference (#960) (@gaurav-arya)
Reduce warnings (and have as runtime errors) (#961) (@wsmoses)
Fix phi of addrspace 13 (#962) (@wsmoses)
Additional julia runtime function from int (#964) (@wsmoses)
Fix hit c symbol map (#965) (@wsmoses)
Extend make zero to handle generic structs (#966) (@wsmoses)
Fix cuda implementedby (#967) (@wsmoses)
Mark memhash as inactive (#968) (@wsmoses)
Unreachable dce workaround (#972) (@wsmoses)
Update GPU CI (#976) (@vchuravy)
Better backtrace for some lapack functions (#980) (@wsmoses)
Bump jll to 79 (#981) (@wsmoses)
Fix unhandled handler (#982) (@wsmoses)
nicer error fallback for getrf (#983) (@wsmoses)
Don't mixed activity error if storing constant int (#984) (@wsmoses)
Add structural check for view (#985) (@wsmoses)
Disable attributor on known failing llvm versions (#986) (@wsmoses)
Update compiler.jl (#987) (@wsmoses)
Fix internal printing segfault on 1.6 where mustprogress attr not def… (#988) (@wsmoses)
Update Project.toml (#989) (@wsmoses)
Test hypot error with CI (#990) (@jgreener64)
Applytup (#992) (@wsmoses)
Fix active reg inner with vector (#994) (@wsmoses)
Adapt to abi bump (#995) (@wsmoses)

Enzyme.jl - v0.11.6

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.6

Diff since v0.11.5

Closed issues:

autodiff_deferred failing on Metal.jl kernel (#925)
1.10 Forward mode segfault (#948)
Compilation error for custom reverse rule (#952)

Merged pull requests:

Demonstrate backtraces using the juliaojit (#863) (@gbaraldi)
More stdlib and type tests (#872) (@jgreener64)
Add memmove to nofreefns (#949) (@devmotion)
Fix union return issue (#950) (@wsmoses)
[CI] Update TagBot setup (#951) (@giordano)
Fix runtime activity in generic (#953) (@wsmoses)
Jll 76 (#955) (@wsmoses)
fix newstruct (#957) (@wsmoses)
Erase with placeholder (#958) (@wsmoses)
Bump jll to 78 (#959) (@wsmoses)

Enzyme.jl - v0.11.5

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.5

Diff since v0.11.4

Closed issues:

Gradient computation "corrupted" on ARM-based M2 CPU (#611)
Error with missing value (#801)
Derivative leaks into Const input view (#804)
Segfaults in LLVM.jl on Julia 1.9.0 (#860)
Enzyme + KernelAbstractions: KA syntax changes and differentiating multiple kernels (#896)
Handle the new calling convention that julia emits for cheaper ptls (#909)
Enzyme compilation failed when using logpdf (#910)
Enzyme troubles with ElectrochemicalKinetics (#931)
Asserts on upcoming Julia 1.10 (#933)
Regression on differentiating Bessels.jl (#941)

Merged pull requests:

enable LLVM6 (#917) (@motabbara)
Fix argbox issue (#932) (@wsmoses)
Wrap gradient utils in julia_error (#938) (@wsmoses)
Improve hessian docs (#939) (@wsmoses)
Add noinl fix (#940) (@wsmoses)
Add line break in hessian docs (#942) (@Vaibhavdixit02)
Make more errors occur at runtime (#943) (@wsmoses)
Use world in precomputing activity (#944) (@wsmoses)
Missing closing backticks (#945) (@Vaibhavdixit02)
Jll bump 75 (#946) (@wsmoses)

Enzyme.jl - v0.11.4

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.4

Diff since v0.11.3

Merged pull requests:

Fix apply iterate fwd mode error message (#937) (@wsmoses)

Enzyme.jl - v0.11.3

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.3

Diff since v0.11.2

Closed issues:

Erroneous autodiff results when multi-threading enabled on various CPU arch (#903)
Enzyme execution failed with Functors.jl (#916)
GC invariant error (#919)

Merged pull requests:

fix error handler return (#914) (@wsmoses)
Enable later versions of GPUCompiler (#915) (@motabbara)
Misc GC, ABI, callconv fixes (#920) (@wsmoses)
Add batch duplicated func (#921) (@wsmoses)
Bump objectfile (#922) (@wsmoses)
Fix abisret (#923) (@wsmoses)
Add fic phi error handler (#926) (@wsmoses)
Start making helper for gutils (#927) (@wsmoses)
Bump jll (#928) (@wsmoses)
Tape type in enzymecore (#929) (@wsmoses)
Fix triple (#930) (@wsmoses)
Fix UndefVarError (#934) (@devmotion)
Handle swiftself internally (#935) (@wsmoses)

Enzyme.jl - v0.11.2

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.2

Diff since v0.11.1

Closed issues:

Define custom adjoint for jl_f_getfield (#176)
Jit dangling reference (#208)
Numerically Incorrect sinpi Derivatives (#443)
Add jl_nthfield in reverse mode (#645)
CUDA.jl kernel errors with Julia 1.9.0-rc3 (#746)
Incorrect return type for const return type forward-mode rule (#774)
Function failed verification error for BatchDuplicated with complex (#778)
Enzyme 0.11.1 segfaults (#779)
Cannot deduce type after recent commit (#784)
Composing with an inactive function (#786)
Illegal type analysis error for BLAS.nrm2 rule (#789)
Error using autodiff_thunk (#791)
Error differentiating 2-arg BLAS.dot with defined 5-arg rule (#793)
Performance regression (#796)
Support for jl_eqtable_get (#803)
Error reverse-mode differentiating 2-arg BLAS.dot with defined 5-arg rule (#811)
Crash when trying to differentiate DynamicExpressions.jl (#816)
Expected not LegalFullUnwrap for potentially last-value phi node (#817)
Add reshape test (#819)
Terribly slow compile time for to_tape_type (#823)
Incorrect forward-mode result with Const argument (#830)
Segfault differentiating sincos in forward-mode (#834)
LLVM error: function failed verification (4) (#840)
Warning: TypeAnalysisDepthLimit, incorrect gradient (#841)
void GradientUtils::eraseFictiousPHIs(): Assertion `pp->getNumUses() == 0' failed. (#848)
GC segfault (no MWE, private repo) (#853)
sincos errors for ComplexF64 forward-mode (#855)
Compilation failed for sum(sin, x) for complex x (#856)
ERROR: AssertionError: p isa LLVM.Instruction (#859)
sincos segfaults for ComplexF64 batch forward-mode (#867)
Clarification on mutable objects (#869)
Complex cos fails verification in reverse-mode (#875)
middle from Statistics errors in reverse mode (#876)
empty! gives error with reverse mode (#882)
Julia nightly broken due to attribute mismatch (#884)
Error from untaken branch with Float32 (#886)

Merged pull requests:

Sizehint augfwd fix -- fixed up test (#626) (@motabbara)
Ensure return on constant (#775) (@wsmoses)
Update box.jl (#781) (@swilliamson7)
Fix function type getter to be opaque-pointer-invariant (#787) (@wsmoses)
Additional opq fixes (#788) (@wsmoses)
Fix batch byref duplicated (#790) (@wsmoses)
Canonicalize TT (#792) (@wsmoses)
add blas attrs on the julia side (#794) (@ZuseZ4)
Bump jll (#797) (@wsmoses)
Update Project.toml (#798) (@wsmoses)
Returned attribute performance fixes (#799) (@wsmoses)
Add Aqua to tests (#800) (@jgreener64)
Fix some typos in docs/src/index.md (#802) (@st--)
Get-field reverse mode (#806) (@wsmoses)
Mixed activity fix (#812) (@wsmoses)
ABI fixes (#813) (@wsmoses)
Fix inactivity on prior Julia (#814) (@wsmoses)
Check rooting of generated functions (#815) (@wsmoses)
Add reshape assertion (#818) (@wsmoses)
Add better return info type rule (#820) (@wsmoses)
Bump jll and add reshape test (#821) (@wsmoses)
Improve error print info (#822) (@wsmoses)
Iterate to_tuple_type (#824) (@wsmoses)
No dot fb (#825) (@wsmoses)
Remove jobref (#826) (@wsmoses)
Add set undef value (#827) (@wsmoses)
Enable calling conv fix (#828) (@wsmoses)
fix returnprimal bug (#829) (@wsmoses)
Prep phi node return handling (#831) (@wsmoses)
add needsprim orig (#832) (@wsmoses)
Jllbump (#835) (@wsmoses)
Fix sincos call directly (#836) (@wsmoses)
Fwdfix (#837) (@wsmoses)
fix activity throw (#838) (@wsmoses)
Fix runtime test (#843) (@wsmoses)
better active reg (#845) (@wsmoses)
Add optional sanitization, strong zero, and fast math flags (#846) (@wsmoses)
Fix return mismatch error (#847) (@wsmoses)
Update optimize.jl (#849) (@motabbara)
Add inactive jl_gf_invoke_lookup (#850) (@wsmoses)
Add sinpi (#861) (@wsmoses)
Add print before assert (#862) (@wsmoses)
Fix instruction assertion (#865) (@wsmoses)
Add cuda fixes (#873) (@wsmoses)
Bump jll (#878) (@wsmoses)
Fix order of LLVM.dispose calls to fix SymbolStringPool assertion (#879) (@vchuravy)
Remove LLVM IR introspection from init (#881) (@vchuravy)
Use Ubuntu 20.04 and renable assert builds (#883) (@vchuravy)
Fix type tree str on error (#887) (@wsmoses)
Allow support for noinline on inner function (#888) (@wsmoses)
Fix tup any_type (#889) (@wsmoses)
More noinl fixes (#890) (@wsmoses)
Avoid recursive warning on recursive types (#891) (@MilesCranmer)
Add Intel&GDB event listeners (#894) (@vchuravy)
Adapt to jll change (#898) (@wsmoses)
Mark safepoint inactive and nofree (#899) (@wsmoses)
Mark module_parent inactive (#900) (@wsmoses)
reinsert gc marker before lowering (#907) (@wsmoses)
Fix active reg push issue (#911) (@wsmoses)
Don't use primal in gc preserve if it would be deleted (#913) (@wsmoses)

Enzyme.jl - v0.11.1

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.1

Diff since v0.11.0

Closed issues:

Differentiating Gridap code (#447)
Garbage Collection (Oceananigans) (#480)
Enzyme segfaults on Turing model (#650)
[EnzymeRules]: Original function implementation determines types of augemented_primal() and reverse() (#695)
Incomplete doc sentence for autodiff forward mode (#698)
gc seg fault (#727)
Uninterpretable error with simple mistake (#730)
cispi gradient is incorrect (#735)
Segfault when rerunning gradient computation multiple times (#737)
Help with gemm! (#738)
Error when using closure over type (#741)
Help writing complex rules (#744)
Error with LoopVectorization.jl (#745)
Julia Nightly custom interpreter (#749)
Incomplete sentence in docstring of autodiff(::ForwardMode, ...) (#752)
LLVM error: function failed verification for reverse rule with complex inputs (#758)
Incorrect zero primal returned for ComplexF64 inputs (#761)
Extra 32-byte allocation per-input when using forward-mode rule (#763)
32bit probably get's wrong floating-point mode. (#765)

Merged pull requests:

Activate gradient tests (#710) (@jgreener64)
Add logo to docs (#723) (@gaurav-arya)
Fix docs links in README (#724) (@gaurav-arya)
Fix typo in custom rule docs (#725) (@gaurav-arya)
Ensure keyword arg overwritten length (#726) (@wsmoses)
Change ::Int64 to ::Int (#728) (@devmotion)
Add forward mode thunk (#729) (@wsmoses)
Fix llvm callconv (#731) (@wsmoses)
Fix return reverse calling conv (#733) (@wsmoses)
add sincospi (#736) (@wsmoses)
Updated the code for the box model example (#740) (@swilliamson7)
Fix tape by reference (#743) (@wsmoses)
Fix llvm vector (#747) (@wsmoses)
Fix example in README.md (#750) (@giordano)
Fix small typo in docs (#753) (@giordano)
Fix rrules for pass-by-reference active vars (like complex) (#754) (@wsmoses)
Add some more forward docs (#755) (@wsmoses)
Add unionall to inactive (#756) (@wsmoses)
Fix rule offset (#759) (@wsmoses)
zero_type attrs (#762) (@wsmoses)
Permit inlining (#764) (@wsmoses)
Disable nightly test (#766) (@wsmoses)
Mandate SSE/SSE2 for x86 (#767) (@vchuravy)
Add fastmath log (#768) (@wsmoses)
Add maybe-failing test (#769) (@sethaxen)
Fix primal byref (#770) (@wsmoses)
Force inlining of rule (#771) (@wsmoses)
Bump jll (#772) (@wsmoses)
32-bit marktype (#773) (@wsmoses)

Enzyme.jl - v0.11.0

Published by github-actions[bot] over 1 year ago

Enzyme v0.11.0

Diff since v0.10.18

Closed issues:

EnzymeRules (#172)
Stable docs missing from scripts deploy (#354)
Missing support for erf (and related I guess) (#364)
Error differentiating past FFT (#369)
Merge fwddiff_deferred and autodiff_deferred (#483)
Segmentation Fault (#514)
Incorrect gradient returned when vector splatting is used (#545)
lowerGCAllocBytes LLVM error running tests (#553)
GC Segfault [private repo] (#555)
Julia 1.9 GC segfault (#597)
Linking two modules of different target triples: 'bcloader' is 'arm64-apple-macosx11.0.0' whereas 'text' is 'arm64-apple-darwin21.5.0' (#607)
Test faulting in specialfunctions on ARM-based Apple M2 CPU (#609)
Supporting rules on functions with keyword arguments (#617)
Segmentation Fault (#630)
Segment violation when trying to run an optimization problem with DiffEqFlux.jl (#634)
Wrong gradients when modifying a vector in a struct (#639)
Enzyme is modifying variables in a struct that is not part of active data (#640)
getfield calls not supported (#644)
Type insertion error (#646)
cannot handle (forward) unknown intrinsic llvm.rint and pretty nasty segfault (#647)
Cannot handle instrinsic @llvm.trunc.f64 (#648)
Computing hessian of unnamed functions throws error (#649)
Calling convention mismatch autodiff(Forward, rosenbrock_inp, Duplicated, BatchDuplicated(x, (dx_1, dx_2))) causes segmentation fault (#652)
LLVM bug encountered in Turing.jl (#658)
50% correctness with certain Turing models (#659)
Insufficiently aggressive activity analysis (#660)
Primal returned instead of shadow? (#667)
incorrect value when comparing with ForwardDiff (Forward mode) (#672)
Duplicated of Ref value does not accumulate gradient in GPU kernel (#674)
Active variables passed by value to jl_threadsfor (#675)
Parameter unpacking yields ERRORs (#677)
Forward over reverse of a simple spring energy (#684)
Forward over Reverse Example broken on 0.11-dev (#685)
Unhandled binary operator (#688)
Inconsistent results with ParameterHandling.jl (#691)
Realloc error on Reverse over Forward (#693)
Custom rule not detected if defined after call to autodiff (#696)
running autodiff twice leads to bad result when result vector is preallocated (#699)
Missing docstrings for types used in custom reverse rules (#704)
Calling convention mismatch error with custom reverse rule (#706)
Gradient of matrix determinant errors (#709)
seg fault in legalRecompute (#716)
CUDA test fails - no method matching LLVM.Value (#718)

Merged pull requests:

Add EnzymeCore changes for split mode (#334) (@vchuravy)
Add split mode to orcv2 support (#534) (@vchuravy)
Add support for user-defined rules: Take 4 (#589) (@wsmoses)
Cleanup deferred (#604) (@wsmoses)
Add EnzymeRules to autodocs (#605) (@vchuravy)
Test and improve custom forward rule shadow handling (#608) (@wsmoses)
Fix rrule api (#612) (@wsmoses)
Move and simplify activity rules (#614) (@wsmoses)
declare autodiff in EnzymeCore (#618) (@vchuravy)
KA rules (#619) (@vchuravy)
Add flexshadow option (#620) (@wsmoses)
Add svec_ref null handler (#621) (@wsmoses)
Improve error message (#622) (@wsmoses)
Use tuple of modification status rather than single bool (#625) (@wsmoses)
Bump workaround (#627) (@wsmoses)
Ensure mustwrap preserves sret (#628) (@wsmoses)
Convert task errors to runtime (#629) (@wsmoses)
Implement blocking inlining for kwcall with rule (#638) (@vchuravy)
Add rosenbrock example (#641) (@vchuravy)
Fix calling conv promotion (#653) (@wsmoses)
Fix activity bug on broadcast (#656) (@wsmoses)
Bump jll (#657) (@wsmoses)
Handle copy of inactive input (#661) (@wsmoses)
Attempt fixes in runtime generic (#663) (@wsmoses)
Initial split mode [and related ABI change] (#664) (@wsmoses)
Add view splat test (#665) (@wsmoses)
Try enabling more tests (#666) (@wsmoses)
Fallback runtime generic fix (#668) (@wsmoses)
Bump jll (#670) (@wsmoses)
Add const activity test (#671) (@wsmoses)
Adapt to GPUCompiler 0.18 (#673) (@vchuravy)
Change function in thunk to be type rather than instance (#678) (@wsmoses)
Fix 1.9 via inactive call latest (#679) (@wsmoses)
Fix indirection and improve errors (#680) (@wsmoses)
Fix runtime exception (#682) (@wsmoses)
Handle emulated fma (#689) (@wsmoses)
Adapt to llvm5 (#694) (@wsmoses)
Custom rule doc example (#697) (@gaurav-arya)
support invalidation for user-defined rules (#702) (@aviatesk)
Inactive box char fn (#703) (@wsmoses)
Handle active parallel thread loops (#705) (@wsmoses)
Bump jll (#707) (@wsmoses)
Enable optimization for addr13 (#711) (@wsmoses)
Fix custom reverse rule ordering bug (#713) (@wsmoses)
Fix gpucompiler kernel arg (#719) (@wsmoses)
Adapt to new c abi (#720) (@wsmoses)
Remove user level parent job option (#721) (@wsmoses)
Bump EnzymeCore version (#722) (@wsmoses)

Enzyme.jl - v0.10.18

Published by github-actions[bot] over 1 year ago

Enzyme v0.10.18

Diff since v0.10.17

Closed issues:

CombinedAdjointThunk should also return ret value (#107)
KernelGradients: GPU compilation of kernel failed. (#221)
Segfault when autodiff a function containing function with user-defined rule (#496)
Weird gradient values (#584)

Merged pull requests: