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<title>llvm-project.git/mlir/lib/IR/TensorEncoding.cpp, branch main</title>
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<title>[mlir][tensors] Introduce attribute interface/attribute for tensor encoding</title>
<updated>2021-04-27T01:31:54+00:00</updated>
<author>
<name>Aart Bik</name>
<email>ajcbik@google.com</email>
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<published>2021-04-27T00:03:35+00:00</published>
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The new "encoding" field in tensor types so far had no meaning. This revision introduces:

1. an encoding attribute interface in IR: for verification between tensors and encodings in general
2. an attribute in Tensor dialect; #tensor.sparse&lt;dict&gt; + concrete sparse tensors API

Active discussion:
https://llvm.discourse.group/t/rfc-introduce-a-sparse-tensor-type-to-core-mlir/2944/

Reviewed By: silvas, penpornk, bixia

Differential Revision: https://reviews.llvm.org/D101008
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The new "encoding" field in tensor types so far had no meaning. This revision introduces:

1. an encoding attribute interface in IR: for verification between tensors and encodings in general
2. an attribute in Tensor dialect; #tensor.sparse&lt;dict&gt; + concrete sparse tensors API

Active discussion:
https://llvm.discourse.group/t/rfc-introduce-a-sparse-tensor-type-to-core-mlir/2944/

Reviewed By: silvas, penpornk, bixia

Differential Revision: https://reviews.llvm.org/D101008
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