Jacket Benchmark: Quadro FX3800

From Jacket Wiki

Jump to: navigation, search
Table 1: Measured Jacket performance as GPU speed-up relative to a CPU. The CPU is running with the maximum number of threads. General matrix size: 2000 x 2000. General vector size: 4.00E6 x 1. SVD matrix size: 200 x 200. SVD vector size: 200 x 1. MATLAB version: 7.10.0.499 (R2010a). Jacket version: Jacket v1.4.1 (build 7080). Operating system: 64-bit Windows.
Jacket Speed-Up of a Quadro FX3800 GPU Relative to a Core i7-975 CPU
Function Matrix Vector
Single Double Single Double
all 2.12 2.22 7.15 4.92
any 2.14 2.29 7.17 5.05
asinh 34.07 2.45 33.23 2.45
atan2 193.41 23.21 193.38 23.23
atan 33.92 2.79 33.91 2.79
besselj 28.54 1.48 28.54 1.47
chol 31.79 0.73 --- ---
conv2 1.66 --- --- ---
cos 18.94 3.03 18.97 3.01
det 1.41 1.13 --- ---
exp 27.96 4.34 27.96 4.34
find 10.15 8.97 10.17 9.20
interp2 22.13 21.44 --- ---
inv --- 1.06 --- ---
log 24.87 2.91 24.76 2.91
lu 1.78 1.23 0.43 0.49
max 0.58 0.85 1.65 1.84
min 0.58 0.85 1.66 1.86
minus 9.58 4.45 9.57 4.48
mldivide 1.56 1.14 --- ---
mpower 3.87 1.77 --- ---
norm 0.44 0.67 3.64 28.51
plus 9.57 4.47 9.58 4.48
power 48.84 5.66 48.81 5.66
rand 27.26 19.82 27.32 19.72
randn 21.48 4.23 21.59 4.25
rdivide 5.72 2.19 5.72 2.19
subsasgn 0.08 0.08 0.01 0.01
sum 0.62 0.91 1.65 1.86
svd 0.15 0.19 0.01 0.02
times 11.59 4.44 11.58 4.49




Go Home: Torben's Corner


Views
Personal tools