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clang-p2996/mlir/lib/Dialect/SparseTensor/Transforms
Aart Bik b1d44e5902 [mlir][sparse] add affine subscripts to sparse compilation pass
This enables the sparsification of more kernels, such as convolutions
where there is a x(i+j) subscript. It also enables more tensor invariants
such as x(1) or other affine subscripts such as x(i+1). Currently, we
reject sparsity altogether for such tensors. Despite this restriction,
however, we can already handle a lot more kernels with compound subscripts
for dense access (viz. convolution with dense input and sparse filter).
Some unit tests and an integration test demonstrate new capability.

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D109783
2021-09-15 20:28:04 -07:00
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