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53 Commits

Author SHA1 Message Date
Alex Efremov
1a81573eed [AutoDiff] Start linear_function canonicalization skeleton (#33057) 
Start `linear_function` canonicalization skeleton copying from
`differentiable_function` canonicalization. For now, transpose function
operands are filled in with `undef`.
 2020-07-23 14:10:50 -07:00
Dan Zheng
df830bc120 [AutoDiff] NFC: Reimplement VJPCloner using pimpl pattern. 
`VJPCloner.h` is now tiny: `VJPCloner` exposes only a `bool run()` entry point.

All of the implementation is moved to `VJPCloner::Implementation` in
`VJPCloner.cpp`. Methods can be defined directly in `VJPCloner.cpp` without
separate declarations.
 2020-07-10 13:16:44 -07:00
Dan Zheng
ec5da7427b [AutoDiff] NFC: garden differentiation transform. (#32770) 
Rename "emitters" to "cloners", for consistency:
- `JVPEmitter` -> `JVPCloner`
- `VJPEmitter` -> `VJPCloner`
- `PullbackEmitter` -> `PullbackCloner`

Improve `PullbackCloner` documentation.
- Document previously undocumented methods.
- Update outdated documentation.
  - For adjoint value accumulation helpers: rename "buffer access" occurrences to
    "address". Pullback generation no logner uses buffer accesses (`begin_apply`).
 2020-07-08 19:26:36 -07:00