Commit Graph

3 Commits

Author SHA1 Message Date
Richard Wei
e494df2ee6 [AutoDiff] Add differentiability kind to differentiability witnesses and mangle them.
Differentiability witnesses are now keyed by the original function name, the differentiability kind, and the autodiff config.

Updated SIL syntax:
```
differentiability-kind ::= 'forward' | 'reverse' | 'normal' | 'linear'
sil-differentiability-witness ::=
    'sil_differentiability_witness'
    sil-linkage?
    '[' differentiability-kind ']'
    '[' 'parameters' sil-differentiability-witness-function-index-list ']'
    '[' 'results' sil-differentiability-witness-function-index-list ']'
    generic-parameter-clause?
    sil-function-name ':' sil-type
    sil-differentiability-witness-body?
sil-instruction ::=
    'differentiability_witness_function'
    '[' sil-differentiability-witness-function-kind ']'
    '[' differentiability-kind ']'
    '[' 'parameters' sil-differentiability-witness-function-index-list ']'
    '[' 'results' sil-differentiability-witness-function-index-list ']'
    generic-parameter-clause?
    sil-function-name ':' sil-type
```
```console
sil_differentiability_witness [reverse] [parameters 0 1] [results 0] <T where T: Differentiable> @foo : <T> $(T) -> T
differentiability_witness_function [vjp] [reverse] [parameters 0] [results 0] <T where T: Differentiable> @foo : $(T) -> T
```

New mangling:
```swift
  global ::= global generic-signature? 'WJ' DIFFERENTIABILITY-KIND INDEX-SUBSET 'p' INDEX-SUBSET 'r' // differentiability witness
```
```console
$s13test_mangling3fooyS2f_S2ftFWJrSpSr ---> reverse differentiability witness for test_mangling.foo(Swift.Float, Swift.Float, Swift.Float) -> Swift.Float with respect to parameters {0} and results {0}
```

Resolves rdar://74380324.
2021-02-17 18:27:42 -05:00
Saleem Abdulrasool
de9aa59b74 test: repair the AutoDiff test on Windows
`-lm` is not portable, it is only needed on certain platforms (e.g.
Linux, not BSD).  Remove the explicit link.

Avoid using a static library as that is not supported on all platforms
(e.g. Windows).  Use the helper macros to generate the library.

Repairs the Windows tests.
2020-04-10 10:58:22 -07:00
Dan Zheng
fccfa29240 [AutoDiff upstream] Update LoadableByAddress. (#30825)
Update LoadableByAddress to handle AutoDiff-related instructions:
- `differentiable_function`
- `differentiable_function_extract`
- `linear_function`
- `linear_function_extract`
- `differentiability_witness_function`
2020-04-06 16:47:38 -07:00