comparison_matvec

Benchmark Report

matvec with 1000 elements and size = 10,000

    name | rank | runs |      mean |     stdev | baseline

-------------|------|------|-----------|-----------|--------- pysparse | 1 | 100 | 1.396e-05 | 5.093e-06 | 1 cysparse2 | 2 | 100 | 1.441e-05 | 5.003e-06 | 1.032 cysparse | 3 | 100 | 1.855e-05 | 7.298e-06 | 1.329 scipy sparse | 4 | 100 | 0.002307 | 0.000173 | 165.2

matvec with 10,000 elements and size = 100,000

    name | rank | runs |      mean |     stdev | baseline

-------------|------|------|-----------|-----------|--------- cysparse | 1 | 100 | 0.0001076 | 2.61e-05 | 1 pysparse | 2 | 100 | 0.0001076 | 2.802e-05 | 1.001 cysparse2 | 3 | 100 | 0.0001118 | 3.718e-05 | 1.04 scipy sparse | 4 | 100 | 0.02385 | 0.0006054 | 221.7

matvec with 100,000 elements and size = 1,000,000

    name | rank | runs |     mean |     stdev | baseline

-------------|------|------|----------|-----------|--------- cysparse2 | 1 | 100 | 0.001396 | 0.000151 | 1 pysparse | 2 | 100 | 0.001417 | 0.0001877 | 1.015 cysparse | 3 | 100 | 0.001467 | 0.0002655 | 1.051 scipy sparse | 4 | 100 | 0.2395 | 0.007102 | 171.5

matvec with 500,000 elements and size = 1,000,000

    name | rank | runs |     mean |     stdev | baseline

-------------|------|------|----------|-----------|--------- pysparse | 1 | 100 | 0.002458 | 0.0004803 | 1 cysparse2 | 2 | 100 | 0.002481 | 0.000452 | 1.009 cysparse | 3 | 100 | 0.002573 | 0.0006221 | 1.047 scipy sparse | 4 | 100 | 0.2911 | 0.01075 | 118.5

Total runs: 1600 run in arbitrary order Python version: 2.7.5+ System: x86_64 Linux 3.11.0-12-generic Version: benchmark v0.1.5 Date: 2015-05-27 02:51:40