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10/15/2021
Sparsity-Specific Code Optimization using Expression Trees
We introduce a code generator that converts unoptimized C++ code operati...
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10/12/2021
A Cross-Platform Benchmark for Interval Computation Libraries
Interval computation is widely used to certify computations that use flo...
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09/24/2021
ILA: Compilable Markdown for Linear Algebra
Communicating linear algebra in written form is challenging: mathematici...
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12/14/2020
Compilation Techniques for Graph Algorithms on GPUs
The performance of graph programs depends highly on the algorithm, the s...
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12/28/2019
A Unified Iteration Space Transformation Framework for Sparse and Dense Tensor Algebra
We address the problem of optimizing mixed sparse and dense tensor algeb...
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11/17/2019
Optimizing Ordered Graph Algorithms with GraphIt
Many graph problems can be solved using ordered parallel graph algorithm...
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11/17/2019
PriorityGraph: A Unified Programming Model for Optimizing Ordered Graph Algorithms
Many graph problems can be solved using ordered parallel graph algorithm...
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05/02/2018
GraphIt - A High-Performance DSL for Graph Analytics
The performance bottlenecks of graph applications depend not only on the...
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04/27/2018
Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code
This paper introduces Tiramisu, a polyhedral framework designed to gener...
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04/27/2018
Tiramisu: A Code Optimization Framework for High Performance Systems
This paper introduces Tiramisu, an optimization framework designed to ge...
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02/28/2018
Sparse Tensor Algebra Optimizations with Workspaces
This paper shows how to optimize sparse tensor algebraic expressions by ...
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02/28/2018
Automatic Generation of Sparse Tensor Kernels with Workspaces
Recent advances in compiler theory describe how to compile sparse tensor...
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02/28/2018
Technical Report about Tiramisu: a Three-Layered Abstraction for Hiding Hardware Complexity from DSL Compilers
High-performance DSL developers work hard to take advantage of modern ha...
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05/18/2017