andre/blas-benchmarks
1
0
Fork 0
mirror of https://github.com/andre-wojtowicz/blas-benchmarks synced 2024-12-22 11:25:29 +01:00
Code Releases Activity
Timing results for BLAS (Basic Linear Algebra Subprograms) libraries in R
51 Commits 1 Branch 2 Tags 22 MiB
Shell 37.6%
RMarkdown 35.5%
R 26.9%
1197be1c77
Go to file
Andrzej Wójtowicz 1197be1c77 fixed typo
2016-06-06 15:10:29 +02:00
gen added Intel Core i7-4790K and MSI GeForce GTX 980 Ti Lightning; 2016-06-06 15:07:17 +02:00
.gitignore updated readme (first results) 2016-05-26 19:30:19 +02:00
benchmark-gcbd.R added gcbd benchmark; 2016-05-20 12:54:32 +02:00
benchmark-revolution.R added saving host info; 2016-05-19 19:11:33 +02:00
benchmark-sample.R added naive cublas optimize 2016-05-30 17:49:09 +02:00
benchmark-urbanek.R added saving host info; 2016-05-19 19:11:33 +02:00
master-ctrl-slaves.sh added gcbd benchmark; 2016-05-20 12:54:32 +02:00
README.md fixed typo 2016-06-06 15:10:29 +02:00
results.Rmd fixed typo 2016-06-06 15:10:29 +02:00
slave-cmds.sh added naive cublas optimize 2016-05-30 17:49:09 +02:00

README.md

BLAS libraries benchmarks

Andrzej Wójtowicz

Document generation date: 2016-06-06 15:01:42

Table of Contents

  1. Configuration
  2. Results per host
  3. Results per library

Configuration

R software: Microsoft R Open (3.2.4)

Libraries:

CPU (single-threaded) CPU (multi-threaded) GPU
Netlib (debian package, blas 1.2.20110419, lapack 3.5.0) OpenBLAS (debian package, 0.2.12) NVIDIA cuBLAS (NVBLAS 6.5 + Intel MKL)
ATLAS (debian package, 3.10.2) ATLAS (dev branch, 3.11.38)
GotoBLAS2 (Survive fork, 3.141)
Intel MKL (part of RevoMath package, 3.2.4)
BLIS (dev branch, 0.2.0+/17.05.2016)

Hosts:

No. CPU GPU
1. Intel Core i7-4790K MSI GeForce GTX 980 Ti Lightning
2. Intel Core i5-4590 NVIDIA GeForce GT 430
3. Intel Core i5-4590 NVIDIA GeForce GTX 750 Ti
4. Intel Core i5-3570 -
5. Intel Core i3-2120 -
6. Intel Core i3-3120M -
7. Intel Core i5-3317U NVIDIA GeForce GT 630M
8. Intel Pentium Dual-Core E5300 -

Benchmarks: R-benchmark-25, Revolution, Gcbd.

Results per host

Intel Core i7-4790K + MSI GeForce GTX 980 Ti Lightning

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Core i5-4590 + NVIDIA GeForce GT 430

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Core i5-4590 + NVIDIA GeForce GTX 750 Ti

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Core i5-3570

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Core i3-2120

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Core i3-3120M

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Core i5-3317U + NVIDIA GeForce GT 630M

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Intel Pentium Dual-Core E5300

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

BLIS hangs in this test

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Results per library

Netlib

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

ATLAS (st)

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

OpenBLAS

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

ATLAS (mt)

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

GotoBLAS2

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

MKL

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

BLIS

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Intel Pentium Dual-Core E5300 hangs in this test

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

cuBLAS

R-benchmark-25

2800x2800 cross-product matrix

Time in seconds - 10 runs - lower is better

Linear regr. over a 2000x2000 matrix

Time in seconds - 10 runs - lower is better

Eigenvalues of a 600x600 random matrix

Time in seconds - 10 runs - lower is better

Determinant of a 2500x2500 random matrix

Time in seconds - 10 runs - lower is better

Cholesky decomposition of a 3000x3000 matrix

Time in seconds - 10 runs - lower is better

Inverse of a 1600x1600 random matrix

Time in seconds - 10 runs - lower is better

Escoufier's method on a 45x45 matrix

Time in seconds - 10 runs - lower is better

Revolution benchmark

Matrix Multiply

Time in seconds - 10 runs - lower is better

Cholesky Factorization

Time in seconds - 10 runs - lower is better

Singular Value Deomposition

Time in seconds - 10 runs - lower is better

Principal Components Analysis

Time in seconds - 10 runs - lower is better

Linear Discriminant Analysis

Time in seconds - 10 runs - lower is better

Gcbd benchmark

Matrix Multiply

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

QR Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Singular Value Deomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better

Triangular Decomposition

Time in seconds regarding matrix size - right panel on log scale - from 50 to 5 runs - lower is better