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fhelium.benchmarks.suite.polynomial ​

The degree-twelve power polynomial and its equivalent evaluation methods.

This workload measures polynomial evaluation, not an approximation to a named activation function. Coefficients are in ascending power order on [-1, 1].

COEFFICIENTS ​

constant View source

python
COEFFICIENTS = (0.01, 0.2, -0.3, 0.125, -0.0625, 0.03125, -0.015625, 0.0078125, -0.00390625, 0.001953125, -0.0009765625, 0.00048828125, -0.000244140625)

POLYNOMIAL ​

constant View source

python
POLYNOMIAL = PolynomialApproximation(basis='power', coefficients=COEFFICIENTS, domain=(-1.0, 1.0), name='dense-power-d12')

METHODS ​

constant View source

python
METHODS = {'balanced': BalancedPowerEvaluator(), 'horner': HornerPowerEvaluator(), 'paterson_stockmeyer': PatersonStockmeyerPowerEvaluator(baby_step=4)}

definition ​

function View source

python
def definition() -> dict: ...