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DISTAL: The Distributed Tensor Algebra Compiler
v1v2 (latest)

DISTAL: The Distributed Tensor Algebra Compiler

ACM-SIGPLAN Symposium on Programming Language Design and Implementation (PLDI), 2022
15 March 2022
Rohan Yadav
A. Aiken
Fredrik Kjolstad
ArXiv (abs)PDFHTML

Papers citing "DISTAL: The Distributed Tensor Algebra Compiler"

10 / 10 papers shown
Scheduling Languages: A Past, Present, and Future Taxonomy
Scheduling Languages: A Past, Present, and Future Taxonomy
Mary Hall
Cosmin Oancea
Anne C. Elster
Ari Rasch
Sameeran Joshi
Amir Mohammad Tavakkoli
Richard Schulze
272
1
0
25 Oct 2024
Scaling Deep Learning Computation over the Inter-Core Connected
  Intelligence Processor with T10
Scaling Deep Learning Computation over the Inter-Core Connected Intelligence Processor with T10Symposium on Operating Systems Principles (SOSP), 2024
Yiqi Liu
Yuqi Xue
Yu Cheng
Lingxiao Ma
Ziming Miao
Jilong Xue
Jian Huang
GNN
305
9
0
09 Aug 2024
Composing Distributed Computations Through Task and Kernel Fusion
Composing Distributed Computations Through Task and Kernel Fusion
Rohan Yadav
S. Sundram
Wonchan Lee
Michael Garland
Michael Bauer
Alex Aiken
Fredrik Kjolstad
189
5
0
26 Jun 2024
Masked Matrix Multiplication for Emergent Sparsity
Masked Matrix Multiplication for Emergent Sparsity
Brian Wheatman
Meghana Madhyastha
Randal C. Burns
186
0
0
21 Feb 2024
PartIR: Composing SPMD Partitioning Strategies for Machine Learning
PartIR: Composing SPMD Partitioning Strategies for Machine LearningInternational Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), 2024
Sami Alabed
Daniel Belov
Bart Chrzaszcz
Juliana Franco
Dominik Grewe
...
Michael Schaarschmidt
Timur Sitdikov
Agnieszka Swietlik
Dimitrios Vytiniotis
Joel Wee
493
13
0
20 Jan 2024
Fast Kronecker Matrix-Matrix Multiplication on GPUs
Fast Kronecker Matrix-Matrix Multiplication on GPUs
Abhinav Jangda
Mohit Yadav
413
4
0
18 Jan 2024
Serving Deep Learning Model in Relational Databases
Serving Deep Learning Model in Relational DatabasesInternational Conference on Extending Database Technology (EDBT), 2023
Alexandre Eichenberger
Qi Lin
Saif Masood
Hong Min
Alexander Sim
...
Yida Wang
Kesheng Wu
Binhang Yuan
Lixi Zhou
Jia Zou
233
0
0
07 Oct 2023
Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor
  Network
Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor NetworkACM Symposium on Parallelism in Algorithms and Architectures (SPAA), 2023
Raghavendra Kanakagiri
Edgar Solomonik
315
13
0
11 Jul 2023
SpDISTAL: Compiling Distributed Sparse Tensor Computations
SpDISTAL: Compiling Distributed Sparse Tensor ComputationsInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2022
Rohan Yadav
Alex Aiken
Fredrik Kjolstad
MoE
155
18
0
28 Jul 2022
TAMM: Tensor Algebra for Many-body Methods
TAMM: Tensor Algebra for Many-body MethodsJournal of Chemical Physics (JCP), 2022
Erdal Mutlu
Ajay Panyala
Nitin Gawande
Abhishek Bagusetty
Jinsung Kim
Karol Kowalski
Nicholas P. Bauman
B. Peng
J. Brabec
S. Krishnamoorthy
343
26
0
04 Jan 2022
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