Comments (3)
zhang677
commented on July 22, 2024
Some other papers of the TACO project also contain parts of the grammar.
For example, Automatic Generation of Efficient Sparse Tensor Format Conversion Routines (PLDI 20') contains the grammar for "attribute query language", and Compilation of Sparse Array Programming Models (OOPSLA 21') contains definitions for sparse array programming like "Annihilator" which you may come across when going through TACO's code base.
I'm also new to TACO. Hope these papers can help you.
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JWesleySM
commented on July 22, 2024
Thank you, @zhang677! I've also found the paper Tensor Algebra Compilation with Workspaces (CGO'19) that depicts a grammar (Fig 3.). Said grammar is for concrete index notation though.
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zhang677
commented on July 22, 2024
You're welcome, @JWesleySM! Yeah, concrete index notation is part of TACO's grammar. The whole process of TACO can be found in Fig 1-5 of Fredrik's Ph.D. Thesis.
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Related Issues (20)
- Is it possible to generate OpenCL kernels with TACO? HOT 6
- Memory leak with `pytaco`
- Failure due to CUDA errors when generating code for CPU?
- Online tool cannot connect to server
- convolution HOT 2
- Scheduling Language more information. HOT 1
- Building Taco failed HOT 1
- Using IndexSetVar defined at runtime
- Output transformed C++ kernel code from the TACO C++ source code HOT 1
- Incorrect code generated when contraction index is not innermost
- kernel seg fault when processing large tensors HOT 1
- Double Occurrence of Parameters in Kernels Generated with CLI tool.
- COO sparse tensor contraction produces missing & duplicated entries
- TACO does not run parallel HOT 1
- BLD: building in modern Python environments HOT 1
- Can not generate omp parallel code for sparse tensors HOT 1
- Segfault while calling compile() for transposing CSR matrix
- can you have a sparse dimension then a dense dimension
- undefined variable generated for precompute
- Can TACO support operations other than multiplication and addition?
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