Old master #59
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* Add addr replacement handling of memtransfer * Update test
* Add MLIR build infra * With tests * Update readme * Add initial infra * Continue pushing towards forward mode infra * Most primitive functioning test * Fix cmake * Handle control flow (fwd) * Add scf.for * Update enzyme-mlir.yml * Introduce a MLIR OpInterface and redistribute code Note that the interface is not yet implement by the ops. This will be done separately. * Fix CI * Fix CI * Fix format * Add python3-dev * Reduce link * Fix build and test Real includes must precede .inc files. A function was not returning anything leading to a segfault. * Factor gradient implementations out into external interface models MLIR-code must use interfaces instead of giant switches. External models allow for interfaces to be attached to foreign dialect ops without modifying them. * Factor out the type interface for shadow and null Introduce a separate type interface for types that will be handled by AD. This interface currently allows for defining the (unique) shadow type of the given type and for building a null value of the type. This is a step towards removing the dependency on the arithmetic dialect from the AD pass. * Drop AD pass dependency on the Arith dialect Now that null constant manipulation has been factored out into the interface, the only remaining use is an attempt to match a constant. Use the robust dialect-agnostic matcher instead. * Factor out common OpBuilder manipulation into the driver * Drop the dependency on FuncOps from GradientUtils We don't need to know the specific op class of a function-like op to clone it. This makes the autodiff interface independent of the func dialect, but the AD pass still depends on it because it creates a function call. There is currently no way of creating a function call in an abstracted way, short of which the pass dependency on the func dialect cannot be removed. * Update enzyme-mlir.yml * Only release llvm * Fix CI * Rebase * Simplify TA Co-authored-by: Alex Zinenko <[email protected]>
* Consider even atomic loads as non-active writing * Fix dso local nofree
Add autodiff attribute to foreign mods Forward information to codegen backend
This is no longer needed after Homebrew/homebrew-core#112154.
* Only with inst * cleanup * Add external warning * Add checkedmerge * fixup * preserve ptls * Fix LLVM Load default TT * Fix phi lose
* Add noalias preservation to unwrap * Fixup * ix up
* Custom zero * Enable on differentials * Cleanup
* Custom forward zero * Fix activity analysis of agg
* Keep integer extract * Fixup
* Cleanup allocation and remat * fix
update enzyme submodule
add new debug helper to print module
Enz update
add env to print mod after enzyme
make example less confusing
More helper
Bump Enzyme abi
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Just in case that we want to look something up