v0.12.0

Enzyme v0.12.0

Diff since v0.11.20

Merged pull requests:

• TA pass julia type info via param attr (#1300) (@wsmoses)
• Memoize typetree calls (#1302) (@vchuravy)
• add complex sqrt (#1324) (@wsmoses)
• Remove invariant loads on primal computation (#1325) (@wsmoses)
• Add Julia formatter (#1326) (@simsurace)
• Define compiler_job_from_backend (#1328) (@vchuravy)
• Add FAQ section to docs (#1343) (@gdalle)
• Set parallel to false if parent_job is not nothing (#1348) (@giordano)
• Bump Enzyme_jll to 0.0.103 (#1351) (@vchuravy)
• Skip intermittant builds (#1352) (@vchuravy)
• Use make_zero and Ref inside gradient (#1356) (@mcabbott)
• Add additional docs (#1357) (@wsmoses)
• Set type warning false by default (#1360) (@wsmoses)
• Fix assertion on nocapture llvm.enzymejl.sret (#1361) (@wsmoses)
• Fix CUDA tests (#1364) (@vchuravy)
• Support GPUCompiler 0.26 (#1365) (@vchuravy)
• Load Adapt unconditionally for Julia 1.8 (#1369) (@vchuravy)
• Backport EnzymeCore Adapt fix to 0.6 (#1374) (@vchuravy)
• Set development branch to 0.12 (#1375) (@vchuravy)
• Fix undefined memory in faq (#1376) (@wsmoses)
• Add differential use handler (#1377) (@wsmoses)
• Mark randn! as inactive (#1378) (@wsmoses)
• [EnzymeTestUtils] Mark 1.8 batch test as failing (#1379) (@wsmoses)
• Restore 1.9+ setfield (#1383) (@wsmoses)
• Update Project.toml (#1384) (@wsmoses)

Closed issues:

• Why does Duplicated(x, dx) assume x and dx have the same type? (#1329)
• Forward over reverse for variadic function (#1336)
• gradient (and gradient!) fails on basic example (#1340)
• Warning with Flux.Bilinear (#1341)
• Matrix exponential fails (#1346)
• EnzymeTestUtils tests failing on main (#1349)
• Using Julia's LLVM and Enzyme.jl's artifacts to differentiate C code (#1367)
• Enzyme requests reverse rule on Const returns (#1380)
• Gradient returns wrong result for static arrays (#1382)