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* Reuse higher-order `ResolveInvoke` logic to resolve func refs in ↵Yong He2023-03-07
| | | | | | | | | | | | | | | | | `[*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`. --------- Co-authored-by: Yong He <yhe@nvidia.com>
* Overhaul `transposeParameterBlock` to support `inout` params. (#2621)Yong He2023-02-03
| | | | | | | | | | | | | | | | | | | | | | | * 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. --------- Co-authored-by: Yong He <yhe@nvidia.com>
* First custom backward-derivative test case working. (#2598)Yong He2023-01-17