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authorBixia Zheng <bixia@google.com>2022-02-11 15:05:06 -0800
committerBixia Zheng <bixia@google.com>2022-02-14 15:35:01 -0800
commitad932a75f9ae58afbf5d43521d18c9a5a12876ff (patch)
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parent882d5f14adabdf642510cfe8e4a002833f585dda (diff)
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[mlir][sparse][taco] Support true dense tensors and all dense sparse tensors.
The only method to create a true dense tensor (i.e un-annotated) in MLIR-PyTACO is through the from_array method. However, the annotated all dense tensors are also implemented as true dense tensor currently. The PR fixes the implementation to support annotated all dense sparse tensors. Extend the tensor init method to support the construction of a tensor without any sparsity annotation. Change the tensor to_file method to only support writing unpacked sparse tensors to file through the MLIR sparse tensor dialect. Add unit tests for true dense tensors and all dense sparse tensors. Reviewed By: aartbik Differential Revision: https://reviews.llvm.org/D119500
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