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Implementation of ASX algorithm for fill estimation of sparse matrices

License: Other

Makefile 25.31% C 72.85% Shell 1.07% C++ 0.20% M4 0.54% Lua 0.01% Python 0.03%

fillestimation's Introduction

Tensor Fill Estimation: a comparison

Organization

Code, testing framework, and data generation can all be found in src/

oski-1.0.1h is the entire sparse kernel library. The tensor fill estimation algorithm is from oski-1.0.1h/src/heur/estfill.c.

Compilation

Compilation is done from within the src/ directory. Compiler: gcc-7. Just run

$ make

to get the executables. Inputs are provided in matrix/. To run on a particular matrix, use

$ ./asx matrix/[name]

Results

To run the test harness, make sure you have python installed. To do a comparison, run

$ python benchmark.py

For plots, run

$ python plots.py

fillestimation's People

Contributors

conankun avatar fruitfly1026 avatar nschiefer avatar willow-ahrens avatar

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