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Recognition Primitives Library Performance Specifications

The representative performance specifications below are results averaged over many repetitions of each function call. Data is in cache. Results were measured using a 233 MHz Pentium® II processor PC with a 256K second level cache and Windows* NT* 4.0. Complete performance numbers for all the functions can be found in the release--check the CSV files under plsuite\examples\rltest.


Selected Functions
Single Precision
Floating Point
16-Bit Integer
Units
256 point Real FFT 34.4 18.2 (16-bit calculations) microseconds
128 point Complex FFT 26.8 10.3 (16-bit calculations) microseconds
64 dim. Dot product 3.90 2.44 clocks per element
32 dim. Euclidean
Distance Squared
6.70 8.23 clocks per element
32 dim. Maholonobis
Distance with Diagonal Matrix
7.13 5.48 clocks per element
32 dim. Maholonobis
Distance with Full Matrix
97.2 55.5 clocks per element
10 Cepstral Coefficients with Bandpass 200 and FFT order 8 5599.02 5023.66 clocks per cepstral coefficient
20 Dim. x 8
Gaussian Mixtures with Diagonal Matrix
249.72 180.64 clocks per Gaussian
20 Dim. x 8
Gaussian Mixtures with Full Matrix
2940.16 982.92 clocks per Gaussian
Discrete Constrained Jump HMM with 12 States 256 Symbols 1000 Observations 13.82 7.26 clocks per lattice point
Discrete Left-Right HMM with 12 States 256 Symbols 1000 Observations 62.06 26.41 clocks per lattice point
155x184x165x16 MLP
Neural Network
846 5630 clocks per neuront


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