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* Fix 7723 - Add autodiff tests
* Update bug-1.slang
Adding Vulkan
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Fixes: #4899
Fixes invalid test results since `{...}` was differentiating the constructor of `myvector` when it should not (see #4877). This change modifies the test so it is correct so other PRs may be merged if indirectly/directly fixing the old use-case for this test.
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* Refactor `dmul(This, Differential)` to `dmul<T:Real>(T, Differential)`
- Add AST synthesis support for generic containers
- Refactor relevant tests
* Merge dmul synthesis with dadd and dzero, and disambiguate using an enum
* Fix trailing spaces
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* Make differentiable data-flow pass recognize interface methods.
* Make existing test to work with `[TreatAsDifferentiable]`.
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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`[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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* 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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