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swift-mirror/include/swift/SILOptimizer/PassManager
Dan Zheng aa66cce808 [AutoDiff upstream] Add differentiation transform.
The differentiation transform does the following:
- Canonicalizes differentiability witnesses by filling in missing derivative
  function entries.
- Canonicalizes `differentiable_function` instructions by filling in missing
  derivative function operands.
- If necessary, performs automatic differentiation: generating derivative
  functions for original functions.
  - When encountering non-differentiability code, produces a diagnostic and
    errors out.

Partially resolves TF-1211: add the main canonicalization loop.

To incrementally stage changes, derivative functions are currently created
with empty bodies that fatal error with a nice message.

Derivative emitters will be upstreamed separately.
2020-04-02 15:43:57 -07:00
..