v0.2.22

Reactant v0.2.22

Diff since v0.2.21

Merged pull requests:

• [CI] Move tests on aarch64 linux to GitHub Actions (#543) (@giordano)
• feat: multi GPU support (#587) (@avik-pal)
• feat: expose gpu memory allocation options (#589) (@avik-pal)
• Fix condition to skip CUDA tests on aarch64 (#592) (@giordano)
• feat: add the new optimization passes (#595) (@avik-pal)
• feat: support lowering custom fp types (#596) (@avik-pal)
• Update ReactantCUDAExt.jl (#597) (@wsmoses)
• Add convert (#598) (@wsmoses)
• feat: support dynamic indexing for reshaped arrays (#601) (@avik-pal)
• Fix dense elements attribute in Enzyme.autodiff #593 (#604) (@mofeing)
• feat: overload LinearAlgebra.kron (#607) (@avik-pal)
• feat: more indexing support (#608) (@avik-pal)
• feat: forward more base ops to chlo (#611) (@avik-pal)
• Add hermetic cuda getter (#612) (@wsmoses)
• [tests] Always skip CUDA tests on non-CUDA machines (#615) (@giordano)
• Typed rounding (#619) (@wsmoses)
• Regenerate MLIR Bindings (#621) (@github-actions[bot])
• feat: build the shardy dialect (#622) (@avik-pal)
• feat: support more set indexing (#625) (@avik-pal)
• Add bound optimizations (#626) (@wsmoses)

Closed issues:

• Tenet + Reactant + Enzyme.gradient broken on last releases (#593)
• CartesianIndex when broadcasting (#599)
• Inefficient host-device communication on GH200 (#609)
• Computing With Array of Structs on GPU (#610)
• setindex! error when copyto! with TracedRArray (#617)