Benchmarks¶

Environment¶

CPU	Intel(R) Core(TM) i7-6700 CPU @ 3.40GHz
RAM	16 GB
Python	3.7.4 MSC v.1916 64 bit (AMD64)
NumPy	1.18.0 (OpenBLAS)
SciPy	1.4.1 (OpenBLAS)

Univariate¶

Note

Data shape is (size, )

Make Spline¶

_images/univariate-make.png

Evaluate Spline¶

_images/univariate-evaluate.png

Multivariate¶

Note

Data shape is (ndim, size)

Make Spline¶

_images/multivariate-make.png

Evaluate Spline¶

_images/multivariate-evaluate.png

ND-Grid¶

Note

Data shape is (size, ) * ndim

Make Spline¶

_images/ndgrid-make-ndim2.png

_images/ndgrid-make-ndim3.png

Evaluate Spline¶

_images/ndgrid-evaluate-ndim2.png

_images/ndgrid-evaluate-ndim3.png