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Benchmark Results

	main	e4b51c1...	main / e4b51c1...
Directional	2.49 ± 0.11 ms	2.41 ± 0.11 ms	1.04
Directional (per point)	2.42 ± 0.12 ms	2.41 ± 0.12 ms	1.01
Gradient	7.41 ± 0.5 ms	7.56 ± 0.27 ms	0.979
MonomialBasis/dim=1/deg=0	0.0472 ± 0.011 μs	0.0467 ± 0.013 μs	1.01
MonomialBasis/dim=1/deg=1	0.0764 ± 0.011 μs	0.0686 ± 0.013 μs	1.11
MonomialBasis/dim=1/deg=2	0.0842 ± 0.019 μs	0.0778 ± 0.018 μs	1.08
MonomialBasis/dim=2/deg=0	0.036 ± 0.01 μs	0.0355 ± 0.0089 μs	1.01
MonomialBasis/dim=2/deg=1	0.0356 ± 0.012 μs	0.0463 ± 0.012 μs	0.771
MonomialBasis/dim=2/deg=2	0.0409 ± 0.012 μs	0.0361 ± 0.013 μs	1.13
MonomialBasis/dim=3/deg=0	0.0376 ± 0.013 μs	0.0456 ± 0.013 μs	0.825
MonomialBasis/dim=3/deg=1	0.042 ± 0.012 μs	0.0521 ± 0.013 μs	0.806
MonomialBasis/dim=3/deg=2	0.0492 ± 0.012 μs	0.0381 ± 0.013 μs	1.29
Partial	2.47 ± 0.12 ms	2.37 ± 0.14 ms	1.04
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	10.6 ± 0.09 ns	10.3 ± 0.051 ns	1.02
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	10.6 ± 0.13 ns	10.6 ± 0.071 ns	0.998
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	17.4 ± 0.051 ns	17.3 ± 0.06 ns	1
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	18.6 ± 0.089 ns	18.4 ± 0.05 ns	1.01
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	10.5 ± 0.081 ns	10.3 ± 0.06 ns	1.02
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	10.6 ± 0.11 ns	10.6 ± 0.051 ns	0.999
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	17.4 ± 0.1 ns	17.3 ± 0.06 ns	1
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	18.6 ± 0.071 ns	18.3 ± 0.05 ns	1.01
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	10.5 ± 0.07 ns	10.3 ± 0.081 ns	1.02
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	10.6 ± 0.15 ns	10.6 ± 0.089 ns	0.994
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	17.4 ± 0.07 ns	17.3 ± 0.06 ns	1
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	18.6 ± 0.08 ns	18.3 ± 0.07 ns	1.02
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	6.78 ± 0.15 ns	6.76 ± 0.061 ns	1
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	14 ± 0.1 ns	14.1 ± 0.04 ns	0.994
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	8.71 ± 0.08 ns	8.35 ± 0.07 ns	1.04
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	16.3 ± 0.11 ns	16.4 ± 0.031 ns	0.993
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	6.8 ± 0.15 ns	6.76 ± 0.061 ns	1.01
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	14 ± 0.1 ns	14.1 ± 0.03 ns	0.994
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	8.68 ± 0.06 ns	8.37 ± 0.05 ns	1.04
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	16.3 ± 0.1 ns	16.4 ± 0.031 ns	0.993
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	6.8 ± 0.15 ns	6.76 ± 0.061 ns	1.01
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	14 ± 0.1 ns	14 ± 0.06 ns	0.999
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	8.7 ± 0.071 ns	8.35 ± 0.07 ns	1.04
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	16.3 ± 0.11 ns	16.4 ± 0.031 ns	0.993
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂	3.73 ± 0.01 ns	3.42 ± 0.001 ns	1.09
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂²	5.27 ± 0.01 ns	5.27 ± 0.011 ns	1
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇	5.42 ± 0.02 ns	5.43 ± 0.02 ns	0.998
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇²	6.86 ± 0.08 ns	6.98 ± 0.039 ns	0.983
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂	3.72 ± 0.01 ns	3.42 ± 0.001 ns	1.09
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂²	5.27 ± 0.01 ns	5.27 ± 0.01 ns	1
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇	5.41 ± 0.02 ns	5.76 ± 0.04 ns	0.939
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇²	6.86 ± 0.08 ns	6.98 ± 0.11 ns	0.983
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂	3.72 ± 0.01 ns	3.42 ± 0.001 ns	1.09
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂²	5.27 ± 0.01 ns	5.27 ± 0.01 ns	1
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇	5.41 ± 0.02 ns	5.43 ± 0.02 ns	0.996
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇²	7.19 ± 0.13 ns	6.98 ± 0.12 ns	1.03
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂²	5.58 ± 0.01 ns	5.58 ± 0.021 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇	6.29 ± 0.03 ns	6.29 ± 0.07 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇²	7.06 ± 0.46 ns	7.15 ± 0.4 ns	0.988
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂²	5.58 ± 0.01 ns	5.57 ± 0.03 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇	6.29 ± 0.039 ns	6.29 ± 0.071 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇²	7.06 ± 0.42 ns	7.14 ± 0.4 ns	0.989
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂	4.27 ± 0.01 ns	4.27 ± 0.01 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂²	5.58 ± 0.01 ns	5.57 ± 0.03 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇	6.29 ± 0.039 ns	6.29 ± 0.071 ns	1
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇²	7.06 ± 0.43 ns	6.95 ± 0.41 ns	1.02
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂	5.26 ± 0.01 ns	4.65 ± 0.001 ns	1.13
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.011 ns	5.26 ± 0.01 ns	0.943
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇	6.03 ± 0.07 ns	6.56 ± 0.05 ns	0.919
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇²	5.27 ± 0.01 ns	4.9 ± 0.11 ns	1.08
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂	5.26 ± 0.01 ns	4.65 ± 0.001 ns	1.13
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.011 ns	5.26 ± 0.01 ns	0.943
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇	6.03 ± 0.081 ns	5.97 ± 0.08 ns	1.01
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇²	5.27 ± 0.01 ns	4.91 ± 0.11 ns	1.07
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂	5.26 ± 0.01 ns	4.65 ± 0.001 ns	1.13
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.011 ns	5.26 ± 0.01 ns	0.943
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇	6.03 ± 0.08 ns	5.98 ± 0.09 ns	1.01
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇²	5.27 ± 0.01 ns	4.9 ± 0.11 ns	1.08
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂	10.3 ± 0.16 ns	10.3 ± 0.24 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.01 ns	4.96 ± 0.001 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇	12.5 ± 0.08 ns	12.5 ± 0.15 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇²	5.46 ± 0.01 ns	5.46 ± 0.01 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂	10.3 ± 0.14 ns	10.3 ± 0.24 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.01 ns	4.96 ± 0.01 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇	12.5 ± 0.071 ns	12.5 ± 0.14 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇²	5.46 ± 0.01 ns	5.46 ± 0.01 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂	10.3 ± 0.14 ns	10.2 ± 0.24 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.01 ns	4.96 ± 0.001 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇	12.5 ± 0.07 ns	12.5 ± 0.15 ns	1
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇²	5.46 ± 0.051 ns	5.46 ± 0.01 ns	1
time_to_load	0.53 ± 0.00064 s	0.519 ± 0.005 s	1.02

Benchmark Plots

A plot of the benchmark results have been uploaded as an artifact to the workflow run for this PR.
Go to "Actions"->"Benchmark a pull request"->[the most recent run]->"Artifacts" (at the bottom).