Fproper24 Functional Sparse Tensor Compilation

Media Summary: Many applications, from social network graph analytics to control flow analysis, compute on I will show solutions to the three main problems of Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on

Fproper24 Functional Sparse Tensor Compilation - Detailed Analysis & Overview

Many applications, from social network graph analytics to control flow analysis, compute on I will show solutions to the three main problems of Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on ... this means is that choosing the right format to store your Achieving high performance is no easy task. When it comes to program operating on Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman Amarasinghe

Linear algebra is a work-horse of numerical computing.

Photo Gallery

[FProPer24] Functional Sparse Tensor Compilation

[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra

The Sparse Tensor Algebra Compiler

[PLDI24] Compilation of Modular and General Sparse Workspaces

The TACO Sparse Tensor Algebra Compiler

Format Abstraction for Sparse Tensor Algebra Compilers

Automatic Generation of Efficient Sparse Tensor Format Conversion Routines

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

Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model

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

[Sparse'25] Compiling and Compressing Structured Tensors

The Tensor Algebra Compiler

View Detailed Profile

[FProPer24] Functional Sparse Tensor Compilation

[FProPer24] Functional Sparse Tensor Compilation

Functional Sparse Tensor Compilation

[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

The Sparse Tensor Algebra Compiler

The Sparse Tensor Algebra Compiler

I will show solutions to the three main problems of

[PLDI24] Compilation of Modular and General Sparse Workspaces

[PLDI24] Compilation of Modular and General Sparse Workspaces

Compilation

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

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 a

Automatic Generation of Efficient Sparse Tensor Format Conversion Routines

Automatic Generation of Efficient Sparse Tensor Format Conversion Routines

... this means is that choosing the right format to store your

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/ —

Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model

Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model

https://pldi22.sigplan.org/details/pldi-2022-pldi/17/Autoscheduling-for-

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

[Sparse'25] Compiling and Compressing Structured Tensors

[Sparse'25] Compiling and Compressing Structured Tensors

Compiling

The Tensor Algebra Compiler

The Tensor Algebra Compiler

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

The Tensor Algebra Compiler

The Tensor Algebra Compiler

Linear algebra is a work-horse of numerical computing.