v0.0.7

What's Changed

• Benchmark llama by @wsmoses in #23
• Update README.md by @wsmoses in #26
• Rebase to later llvm/xla by @wsmoses in #25
• Add support for use of xla runtime by @wsmoses in #27
• [JAX] Remove uses of dialect="mhlo" from the JAX compiler_ir() function by @wsmoses in #28
• Bump XLA by @wsmoses in #29
• Custom MLIR lowering pipeline by @wsmoses in #30
• Add missing ')' to enzyme_call and add tests for old pipeline by @itf in #31
• Make enzyme_ref delete in_shapes instead of out_shapes by @itf in #32
• Pipelinemod by @wsmoses in #33
• reuse Common.td from Enzyme by @ftynse in #34
• Fix segfault by @wsmoses in #35
• Jax reverse more by @wsmoses in #36
• MLIR Reverse Mode by @wsmoses in #37
• Update xla by @wsmoses in #38
• Fix unused warning by @wsmoses in #39
• XLA: vendor the runtime mlir backend by @wsmoses in #40
• Handle inactive args from context by @wsmoses in #41
• Fix shape error by @wsmoses in #42
• generalize mlir zeroing by @wsmoses in #43
• Generalize mktup by @wsmoses in #44
• Cleanup warnings by @wsmoses in #45
• bugfix else by @wsmoses in #46
• Reduction optimization by @wsmoses in #47
• More optimization fixes by @wsmoses in #48
• Add pad folding optimization by @wsmoses in #49
• Add unrolling by @wsmoses in #50
• Cleanup bazel files by @wsmoses in #51
• transpose opts by @ftynse in #52
• Add missing dependencies by @ivanradanov in #53
• Fix 0 dim reshape concat case by @ivanradanov in #55
• Handle full reduce of reshape by @wsmoses in #56
• simply mul-of-pad by @ftynse in #57
• Generalize dot general pad by @wsmoses in #59
• Add gradient of pad operation by @wsmoses in #58
• slice(reshape) -> reshape(slice) by @ftynse in #60
• Fix likely index bug in reshape helper by @wsmoses in #61
• Add chlo dialect by @wsmoses in #63
• Add .clang-format by @ftynse in #64
• Fix and add test for slice of pad by @wsmoses in #65
• propagate location information by @ftynse in #66
• simplify pad(pad) by @ftynse in #67
• transform dialect for pattern combination by @ftynse in #62
• Add slice of dot general by @wsmoses in #70
• Update XLA/LLVM by @wsmoses in #72
• Bitflag mismatch size in transform[er] dialect by @wsmoses in #73
• Try to fix macos by @wsmoses in #69
• Transform dialect ops for all patterns by @ftynse in #71
• Actuall take control over llvm build flags by @wsmoses in #75
• Just use c api for pass pipeline by @wsmoses in #76
• Use capsule by @wsmoses in #77
• Bump jax commit by @wsmoses in #78
• Bump enzyme commit by @wsmoses in #79
• Bump enzyme commit by @wsmoses in #80
• Fix up rebase by @wsmoses in #81
• Negate of int by @wsmoses in #86
• Add all StableHLO ops from spec by @mofeing in #87
• Refactor diff rules to prepare for more rules by @mofeing in #89
• Add stablehlo.einsum, stablehlo.unary_einsum diffrules by @mofeing in #83
• Fix for lowering change by @wsmoses in #92
• Fix grad sum by @wsmoses in #93
• Add complex support by @mofeing in #94
• Fix complex dialect registration by @mofeing in #95
• Update Enzyme commit by @mofeing in #96
• Add a bunch of rules for scalar and non-differentiable functions by @mofeing in #90
• Fix depency import of "ChloOps.h" by @mofeing in #97
• Fix broadcast derivative by @wsmoses in #98
• bump xla by @wsmoses in #99
• Add compile to llvm backend by @wsmoses in #100
• Bump Enzyme commit by @wsmoses in #101
• Bump JaX commit by @wsmoses in #102
• Mark stablehlo.compare as inactive by @Pangoraw in #106
• sink transposes in einsum by @Pangoraw in #105
• optimize convolution of transpose by @Pangoraw in #103
• Add batching of constants by @wsmoses in #107
• Attempt linker fix by @wsmoses in #108
• More linker fix by @wsmoses in #109
• Llama 3 gap size by @wsmoses in #110
• Bump xla and fix ci by @wsmoses in #111
• Fix CI by @wsmoses in #112
• Fix signature by @wsmoses in #113

New Contributors

• @itf made their first contribution in #31
• @ivanradanov made their first contribution in #53
• @mofeing made their first contribution in #87
• @Pangoraw made their first contribution in #106

Full Changelog: v0.0.6...v0.0.7