arma-thesis

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commit d84a54c747ab02fb320f4c0eb75d19927b8cbf73
parent 98512605f8d30ca54a9a5fd2ccf0df30867ef0ea
Author: Ivan Gankevich <igankevich@ya.ru>
Date:   Mon, 13 Nov 2017 15:47:02 +0300

Absence.

Diffstat:
arma-thesis.org | 4++--
1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/arma-thesis.org b/arma-thesis.org @@ -125,7 +125,7 @@ software. 3. Since the formula which is used in the method is explicit, there is no need in data exchange between parallel processes, which allows to scale performance to a large number of processor cores. -4. Finally, ARMA model is itself more efficient than LH model due to vicinity of +4. Finally, ARMA model is itself more efficient than LH model due to absence of trigonometric functions in its formula: In fact, wavy surface is computed as a sum of large number of polynomials, for which there is low-level FMA (Fused Multiply-Add) assembly instruction, and memory access pattern allows for @@ -2281,7 +2281,7 @@ multi-dimensional derivatives were available. AR and MA models outperforms LH model in benchmarks and does not require GPU to do so. From computational point of view their strengths are -- vicinity of transcendental mathematical functions, and +- absence of transcendental mathematical functions, and - simple algorithm for both AR and MA model, performance of which depends on the performance of multi-dimensional array library and FFT library. Providing main functionality via low-level libraries makes performance of the