The Sparse Tensor Algebra Compiler

Media Summary: Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman Amarasinghe Achieving high performance is no easy task. When it comes to program operating on

The Sparse Tensor Algebra Compiler - Detailed Analysis & Overview

Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman Amarasinghe Achieving high performance is no easy task. When it comes to program operating on Many applications, from social network graph analytics to control flow analysis, compute on Bixia Zheng‎ will talk about the MLIR-PyTACO bridge, which connects the PyTACO DSL to the MLIR CCGRID2023 research poster presentation Title: Sparse-HeteroCL: From

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The Sparse Tensor Algebra Compiler

The TACO Sparse Tensor Algebra Compiler

2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”

The Tensor Algebra Compiler

Format Abstraction for Sparse Tensor Algebra Compilers

The Tensor Algebra Compiler

ICPP Keynote: Making Sparse Fast with the TACO Domain Specific Language for Sparse Tensor Algebra

[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra

MLIR Open Meeting 2022-02-10: PyTACO - An End-to-End Use Case for the Sparse Tensor Compiler

DISTAL: The Distributed Tensor Algebra Compiler

Sparse-HeteroCL: From Sparse Tensor Algebra toHighly Customized Accelerators on FPGAs

taco: A Tool to Generate Tensor Algebra Kernels

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The Sparse Tensor Algebra Compiler

The Sparse Tensor Algebra Compiler

Tensor

The TACO Sparse Tensor Algebra Compiler

The TACO Sparse Tensor Algebra Compiler

Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on

2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”

2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”

2021 LLVM Developers' Meeting https://llvm.org/devmtg/2021-11/ —

The Tensor Algebra Compiler

The Tensor Algebra Compiler

Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman Amarasinghe

Format Abstraction for Sparse Tensor Algebra Compilers

Format Abstraction for Sparse Tensor Algebra Compilers

Paper: https://dl.acm.org/citation.cfm?id=3276493 This paper shows how to build

The Tensor Algebra Compiler

The Tensor Algebra Compiler

Linear

ICPP Keynote: Making Sparse Fast with the TACO Domain Specific Language for Sparse Tensor Algebra

ICPP Keynote: Making Sparse Fast with the TACO Domain Specific Language for Sparse Tensor Algebra

Achieving high performance is no easy task. When it comes to program operating on

[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra

[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra

Many applications, from social network graph analytics to control flow analysis, compute on

MLIR Open Meeting 2022-02-10: PyTACO - An End-to-End Use Case for the Sparse Tensor Compiler

MLIR Open Meeting 2022-02-10: PyTACO - An End-to-End Use Case for the Sparse Tensor Compiler

Bixia Zheng‎ will talk about the MLIR-PyTACO bridge, which connects the PyTACO DSL to the MLIR

DISTAL: The Distributed Tensor Algebra Compiler

DISTAL: The Distributed Tensor Algebra Compiler

https://pldi22.sigplan.org/details/pldi-2022-pldi/12/DISTAL-The-Distributed-

Sparse-HeteroCL: From Sparse Tensor Algebra toHighly Customized Accelerators on FPGAs

Sparse-HeteroCL: From Sparse Tensor Algebra toHighly Customized Accelerators on FPGAs

CCGRID2023 research poster presentation Title: Sparse-HeteroCL: From

taco: A Tool to Generate Tensor Algebra Kernels

taco: A Tool to Generate Tensor Algebra Kernels

The

Rohan Yadav: DISTAL, The Distributed Tensor Algebra Compiler

Rohan Yadav: DISTAL, The Distributed Tensor Algebra Compiler

We introduce DISTAL, a