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* Add support for emitting cuda kernel and host functions.
* Update test.
* Fix cuda preamble emit.
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Add support for `[PrimalSubstitute]` and `[PrimalSubstituteOf]`.
* Fix
* Fix.
* Cleanup.
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Co-authored-by: Yong He <yhe@nvidia.com>
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`[*DerivativeOf]` attribs. (#2688)
* Reuse higher-order `ResolveInvoke` logic to resolve func refs in [*DerivativeOf] attribs.
* Add diff implementation matrix versions of binary and ternary intrinsics.
* Add diff impl for legacy intrinsics.
* Fix diagnostics of using non-differentiable function in a diff operator.
* Add diff implementation for `determinant`.
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Fix differential type registration through non-differentiable type.
* More fix.
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Fix differentiable type registration
* Fix use of non-differentiable return value in a differentiable func.
* Fix use of primal inst that does not dominate the diff block.
* Fix primal inst hoisting, and add missing type legalization logic.
* Make `detach` defined on all differentiable T.
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Co-authored-by: Yong He <yhe@nvidia.com>
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(#2641)
Fixes https://github.com/shader-slang/slang/issues/2189
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* Overhaul `transposeParameterBlock` to support `inout` params.
* Small bug fixes.
* Bug fix on differentiable intrinsic specialization.
* Fixes.
* Run autodiff tests on CPU.
* Clean up.
* More bug fixes.,
* Add test coverage on inout param.
* Fix language server hinting for transcribed mutable params.
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Add transposition logic for constructor opcodes.
* Fix.
* Add language server regression test.
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Co-authored-by: Yong He <yhe@nvidia.com>
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stdlib. (#2615)
* Allow array parameters in forward diff.
* Use type canonicalization instead of coersion.
* Reimplement array type.
* Fix.
* Update test case.
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Reimplement address elimination pass.
* Fix error.
* Update test references.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Make backward differentiation work with generics.
* Fix.
* Another fix.
* More fix.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Add vector arithmetic test. Make gradient accumulation work for any IRLoad
* Added support for general vector types, and split transposition into transpose & materialize to allow emitting the fully accumulated gradient for complex types.
* Several bug fixes + finished up support for vector & struct types + removed prop pass
* minor fixes (int/uint casts)
* Removed IRConstruct
* Added some type casts to prevent warnings
* minor fix for unused variable
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ExtractExitentialValueExpr. (#2541)
* Fix missing semantic highlighting in attributes and ExtractExitentialValueExpr.
* Fix regression on partially specialized generic expr highlighting.
* Add regression test.
Co-authored-by: Yong He <yhe@nvidia.com>
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argument. (#2536)
* Fix non-static generic func call issue.
* Add test case.
* Revert unnecessary change.
* Update test comment.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Clean up type checking of higher order expressions.
* Replace `goto` with `break` to pacify clang.
* Fix.
* Fixes.
* Fix more tests.
* Fix lowerWitnessTable parameter error.
* Exclude attributes from ast printing.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Initial plumbing of backward autodiff in the frontend.
* More plumbing.
* Initial reverse autodiff working.
* Bug fixes.
* Misc.
* Remove redundant code.
* More clean up.
* Misc.
* Rebase and add backward diff test.
* Disable test.
* Clean up.
* Minor fix.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Add [ForwardDerivativeOf] attribute.
* Fix handling around phi nodes.
* Fixes.
* Remove IR opcode for ForwardDerivativeOfDecoration.
Co-authored-by: Yong He <yhe@nvidia.com>
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Rework differential conformance dictionary checking.
* Revert space changes.
Co-authored-by: Yong He <yhe@nvidia.com>
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Co-authored-by: Yong He <yhe@nvidia.com>
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Co-authored-by: Yong He <yhe@nvidia.com>
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Auto synthesis of IDifferntial interface methods.
* Add comments.
Co-authored-by: Yong He <yhe@nvidia.com>
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`[DerivativeMember(DiffType.field)]` (#2460)
* wip: remove auto-diff for member access, add diff through property accessors.
* Fix getter-setter test.
* Fix getter-setter-multi test.
* Fix nested-jvp test.
* Use [DerivativeMember] attribute to differentiate through member access.
* Clean up.
* More cleanup.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Modified the new type system to support generic differentiable types and added support for differentiating overloaded functions.
* Changed a few asserts to release asserts to avoid unreferenced variable errors
* Fixed a naming issue with TypeWitnessBreadcumb::Flavor::Decl
* Added logic to avoid tracking differentiable types if the module does not use auto-diff or define differentiable types.
* Moved the auto-diff passes to after the specialization step, added a more complex generics test
* Added a generics stress test and fixed AST-side logic. IR side needs some more work
* Added differential getter and setter logic, fixed multiple issues with DifferentiableTypeDictionary, added support for loops and conditions
* Changed differential getters to use pointer types, added getter type checking
* Fixed some bugs related to diff type registration and differential getters
* Removed some superfluous code
* Removed some more unused code.
* Fixed an issue with witness substitution
* Minor fix
Co-authored-by: Yong He <yonghe@outlook.com>
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* Changed all getEntryPointCode calls to use RendererBase::getEntryPointCodeFromShaderCache
* Hashing hooked up, tests pass but need to add more to fully test functionality
* checkpoint
* Checkpoint: File system creation seems functional, saving is broken
* checkpoint: Fixed filename generation from MD5 hash, shader blob might be going missing ahead of pipeline state creation
* Fixed a lot of bugs related to hash code generation, shader cache is likely working but needs further testing
* Added workaround for module loading by re-creating the test device, shader cache test functional
* Vulkan shader caching bug fixed, checkpoint commit before more refinement
* pre-ToT merge checkpoint
* checkpoint commit, improving cache keys
* Significantly expanded items included in the dependency hash for Module; Added dependency hash functions to SpecializedComponentType and RenamedEntryPointComponentType
* Temporarily disable shader cache test
* Mid cleanup changes, solution successfully builds
* Added several helper update functions to slang-md5 to help simplify usage; Added a function under ISession to compute a hash for all linkage-related items; Function renames and cleaned up some comments
* Ran premake.bat; Renamed getASTBasedHashCode to computeASTBasedHash
* Added slang unit tests for Checksum and MD5; Extended gfx shader cache test to test with multiple shader files and one shader file with multiple entry points
* Solution builds and shader cache tests pass, but at least a couple other tests now failing
* ran premake.bat
* More cleanup changes
* Added shaderCachePath field to IDevice desc in gfx.slang, gfx-smoke.slang should be functional
* ran premake
* cleanup changes; Adding test printf to getEntryPointCodeFromShaderCache to see if output can be seen in CI
* Removed debugging printfs; Added handling for getEntryPointCode() failing
* Cleanup changes; Jonathan's fixes to SerialWriter to zero initialize otherwise uninitialized memory; Change to SwizzleExpr creation to zero initialize elementCount
* Changed enable_if_t to enable_if
* Fixed enable_if
* Added test for import vs include and changes to included and imported files; Fixed build errors in CUDA; Renamed shader cache statistics fields
* cleanup changes
* Readd removed file
* Restructured computeDependencyBasedHash calls, added computeDependencyBasedHashImpl to all classes dervied from ComponentType
* Applied same restructuring to the AST hash functions
* Cleanup changes; Moved HashBuilder out to slang-digest.h and added some helper functions to streamline the process of adding items to a hash
* Cleanup; Fixed incorrect expected results for shader import and include test
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* Language feature: pointer sized int types.
* Fix.
* small change to test.
* Fix stdlib.
* Fix.
* Fix.
* Add typedef for `size_t` in stdlib.
* Fix test.
* Add `intptr_t::size` constant.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Allow interface requirements to reference to the interface type itself.
* add comment explaining the change.
Co-authored-by: Yong He <yhe@nvidia.com>
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* wip: dedup AST type nodes and cache lookup.
* Fix.
* Remove profiling.
* Fixes.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Multi parameter `__subscript`
* Fix.
* Fix bugs.
* Fix.
Co-authored-by: Yong He <yhe@nvidia.com>
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(#2388)
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* Compiler time evaluation of all int and bool operators.
* Fix linux compile error.
* Fix.
Co-authored-by: Yong He <yhe@nvidia.com>
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Co-authored-by: Yong He <yhe@nvidia.com>
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* Warning on bool to float conversion.
* Fix test cases.
* Improve.
* LanguageServer: don't show constant value for non constant variables.
* Fix tests.
* Fix warnings in tests.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Add `none` literal that is convertible to `Optional`.
* Fix cpu code gen.
* Include vk and cpu test for is-as operator test.
* Inline comparison operators.
Co-authored-by: Yong He <yhe@nvidia.com>
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* `is` and `as` operator and `Optional<T>`.
* Fix.
Co-authored-by: Yong He <yhe@nvidia.com>
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* Merge slang-ir-diff-jvp.cpp
* Added support and tests for other float vector types
* Added swizzle test and code to handle it (tests failing currently)
* Fixed one test, the other is still pending
* Fixed instruction cloning logic to avoid modifying original function
* Fixed an issue with custom 'pow_jvp' and added support for vector contructor
* Minor update to comments
* Fixed support for division
* Fixed an issue with uninitialized diagnostic sink
* Moved derivative processing to after mandatory inlining.
Skip instructions that don't have side-effects and aren't used by anything.
* WIP: Handling unconditional control flow and multi-block functions
* Support for unconditional multi-block functions
* Added a dead code elimination step to the derivative pass
* Changed name of 'hasNoSideEffects()'
* Refactored variable names
* Added initial IR defs for new type system
* Added necessary logic for semantic checking
* Overhauled type system to use builtin pair types and conform to the IDifferentiable interface
* Automatically replace IRDifferentiablePairType to a custom IRStructType
* Added generics handling by expanding the conformance context functionality and allowing for type parameters
* Minor fix: early return in processPairTypes()
* Minor fixes to differentiable resolution on generic types
* Added new instructions for differential pairs. Basic tests work now.
Looking into generic types.
* Adjusted most tests to the new type system. OutType and InOutType are still not properly working.
* Updated __jvp to produce both primal and differential output
* Moved autodiff related declarations to diff.meta.slang
* Refactored variable names
* Added initial IR defs for new type system
* Added necessary logic for semantic checking
* Overhauled type system to use builtin pair types and conform to the IDifferentiable interface
* Automatically replace IRDifferentiablePairType to a custom IRStructType
* Added generics handling by expanding the conformance context functionality and allowing for type parameters
* Minor fix: early return in processPairTypes()
* Minor fixes to differentiable resolution on generic types
* Added new instructions for differential pairs. Basic tests work now.
Looking into generic types.
* Adjusted most tests to the new type system. OutType and InOutType are still not properly working.
* Updated __jvp to produce both primal and differential output
* Moved autodiff related declarations to diff.meta.slang
* Removed external changes
* Cleanup the transcription logic: each case returns a pair of insts for the primal and differential computation.
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* Implicit pointer dereference when using member operator.
* Add expected test result
* Fix lookup.
Co-authored-by: Yong He <yhe@nvidia.com>
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