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autodiff
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...
*
Support high order diff pattern: `bwd_diff(fwd_diff(f))`. (#2695)
Yong He
2023-03-13
*
Update restrictions sections in autodiff doc. (#2694)
Yong He
2023-03-09
*
Add support for `[PrimalSubstitute]` and `[PrimalSubstituteOf]`. (#2691)
Yong He
2023-03-08
*
AD: Fixed do-while loops (#2683)
Sai Praveen Bangaru
2023-02-28
*
Diagnose on storing differentiable value into non-differentiable location. (#...
Yong He
2023-02-27
*
More fixes for reverse-mode on complicated loops (#2675)
Sai Praveen Bangaru
2023-02-27
*
Detect and deduplicate read-only resource access. (#2680)
Yong He
2023-02-27
*
Added support for `kIROp_Select` (#2679)
Sai Praveen Bangaru
2023-02-24
*
Support dynamic dispatch a backward differentiable function. (#2678)
Yong He
2023-02-24
*
Fixed hoisting of intermediate array & context vars (#2674)
Sai Praveen Bangaru
2023-02-22
*
Reverse-mode AD fixes for loops with non-trivial break region (#2671)
Sai Praveen Bangaru
2023-02-22
*
Fix transposeCall. (#2669)
Yong He
2023-02-21
*
Added support for simple while loops (#2667)
Sai Praveen Bangaru
2023-02-21
*
Miscellaneous backward autodiff fixes. (#2665)
Yong He
2023-02-20
*
Add static for loop iteration inference. (#2659)
Yong He
2023-02-20
*
Allocate N+1 arrays instead of N to avoid out-of-bounds access when unzipping...
Sai Praveen Bangaru
2023-02-17
*
AD: More legacy type handling cleanup + user-defined reverse-mode fix (#2662)
Sai Praveen Bangaru
2023-02-17
*
Fixed crash when lowering IR for no_diff struct member. (#2658)
Yong He
2023-02-17
*
Cleaned up legacy differential type handling + type casting bugfixes (#2660)
Sai Praveen Bangaru
2023-02-17
*
Treat user defined backward derivative function as non differentiable. (#2650)
Yong He
2023-02-15
*
Various auto-diff bug fixes. (#2646)
Yong He
2023-02-13
*
Fix several autodiff bugs. (#2643)
Yong He
2023-02-10
*
Reverse-mode Loop Support (#2635)
Sai Praveen Bangaru
2023-02-09
*
Fixed derivatives for kIROp_Neg and kIROp_Div, added another test (#2639)
Sai Praveen Bangaru
2023-02-09
*
Add backward derivatives for functions in diff.meta.slang (#2633)
winmad
2023-02-07
*
Patch transcription of `inout` non differentiable params. (#2623)
Yong He
2023-02-04
*
Overhaul `transposeParameterBlock` to support `inout` params. (#2621)
Yong He
2023-02-03
*
Support `out` parameters in backward differentiation. (#2619)
Yong He
2023-02-01
*
Patched support for multi-return and fallthrough if-else with break stmts (#2...
Sai Praveen Bangaru
2023-01-31
*
Add transposition logic for constructor opcodes. (#2618)
Yong He
2023-01-30
*
Make ArrayExpressionType a DeclRefType and define its autodiff extension in s...
Yong He
2023-01-30
*
Overhauled reverse-mode control flow handling (#2608)
Sai Praveen Bangaru
2023-01-30
*
Unify UpdateField and UpdateElement with access chain. (#2611)
Yong He
2023-01-25
*
Reimplement address elimination. (#2605)
Yong He
2023-01-24
*
Full address insts elimination for backward autodiff. (#2604)
Yong He
2023-01-23
*
Added switch-case support; fixed non-diff parameter transposition (#2596)
Sai Praveen Bangaru
2023-01-17
*
Switched to a much simpler method to transpose control flow, nested control f...
Sai Praveen Bangaru
2023-01-15
*
Support custom backward derivative attribute. (#2594)
Yong He
2023-01-14
*
Make backward differentiation work with generics. (#2586)
Yong He
2023-01-11
*
Nested bwd-diff func call context save/restore. (#2584)
Yong He
2023-01-10
*
Multi-block reverse-mode autodiff (#2576)
Sai Praveen Bangaru
2023-01-04
*
Added support for nested calls (#2562)
Sai Praveen Bangaru
2022-12-12
*
Add `diffPair` stdlib function. (#2560)
Yong He
2022-12-09
*
Auto-diff for matrix operations. (#2559)
Yong He
2022-12-08
*
More type support for reverse-mode (#2551)
Sai Praveen Bangaru
2022-12-08
*
Allow `no_diff` on `this` parameter. (#2543)
Yong He
2022-12-01
*
Support `no_diff` on existential typed params. (#2540)
Yong He
2022-11-30
*
Allow `no_diff` modifier on parameters (#2538)
Yong He
2022-11-29
*
Make differentiable data-flow pass recognize interface methods. (#2530)
Yong He
2022-11-23
*
Update comments in test. (#2529)
Yong He
2022-11-23
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