TorchLean API

NN.Tactic.Einops.Proof

Proof automation for verified tensor transformations #

einops closes tensor-layout goals with compiler-correctness theorems and general tensor laws. Equality between concrete rearrangements is reduced to equality of compact row-major index maps. Other goals use focused e-graphs, a deterministic simplification pass, and finally Mathlib's registered grind rules.

Every successful run produces an ordinary kernel-checked proof term. The tactic does not evaluate propositions through a separate native trust path. The e-graph normalizes proof terms; executable tensors continue to use the native Array lowerings.

Inline only the outer let chain of a generated term, exposing its lowering head without unfolding the lowering itself.

The lowering proof helpers and the einops? report decoders use this traversal.

Close a tensor-layout identity using TorchLean.Tensor.Internal compiler-correctness theorems, the library's tensor algebra, and Mathlib's registered grind rules.

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