add multithread CI and update actions

[kylebeggs]

No description provided.

[codecov]

Codecov Report

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[kylebeggs]

closes #57

[github-actions]

Benchmark Results

	main	4393b2b...	main / 4393b2b...
Directional	2.38 ± 0.085 ms	2.45 ± 0.097 ms	0.974 ± 0.052
Directional (per point)	2.36 ± 0.094 ms	2.43 ± 0.099 ms	0.973 ± 0.055
Gradient	7.93 ± 0.3 ms	8.06 ± 0.24 ms	0.984 ± 0.048
MonomialBasis/dim=1/deg=0	0.0457 ± 0.011 μs	0.0465 ± 0.011 μs	0.985 ± 0.33
MonomialBasis/dim=1/deg=1	0.0743 ± 0.014 μs	0.0745 ± 0.014 μs	0.997 ± 0.26
MonomialBasis/dim=1/deg=2	0.0829 ± 0.019 μs	0.0835 ± 0.018 μs	0.993 ± 0.31
MonomialBasis/dim=2/deg=0	0.0352 ± 0.011 μs	0.0367 ± 0.012 μs	0.959 ± 0.43
MonomialBasis/dim=2/deg=1	0.0348 ± 0.012 μs	0.0349 ± 0.012 μs	0.997 ± 0.47
MonomialBasis/dim=2/deg=2	0.0412 ± 0.012 μs	0.0413 ± 0.011 μs	0.999 ± 0.4
MonomialBasis/dim=3/deg=0	0.0337 ± 0.012 μs	0.0354 ± 0.012 μs	0.953 ± 0.47
MonomialBasis/dim=3/deg=1	0.0422 ± 0.012 μs	0.0407 ± 0.011 μs	1.04 ± 0.4
MonomialBasis/dim=3/deg=2	0.0494 ± 0.014 μs	0.0481 ± 0.011 μs	1.03 ± 0.37
Partial	2.41 ± 0.11 ms	2.47 ± 0.086 ms	0.976 ± 0.058
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	10.5 ± 0.08 ns	10.1 ± 0.08 ns	1.03 ± 0.011
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	10.5 ± 0.1 ns	10.6 ± 0.11 ns	0.984 ± 0.014
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	17.4 ± 0.07 ns	17.3 ± 0.06 ns	1 ± 0.0054
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	18.6 ± 0.08 ns	18.3 ± 0.15 ns	1.01 ± 0.0094
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	10.6 ± 0.089 ns	10.3 ± 0.22 ns	1.03 ± 0.024
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	10.4 ± 0.09 ns	10.7 ± 0.07 ns	0.981 ± 0.011
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	17.4 ± 0.07 ns	17.3 ± 0.06 ns	1 ± 0.0054
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	18.6 ± 0.1 ns	18.3 ± 0.15 ns	1.01 ± 0.01
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	10.5 ± 0.081 ns	10.1 ± 0.08 ns	1.03 ± 0.011
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	10.5 ± 0.1 ns	10.6 ± 0.09 ns	0.984 ± 0.013
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 ± 0.0054
RBF/Gaussian, exp(-(ε*r)²)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	18.6 ± 0.08 ns	18.3 ± 0.15 ns	1.01 ± 0.0094
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂	6.8 ± 0.15 ns	6.66 ± 0.15 ns	1.02 ± 0.032
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∂²	14 ± 0.19 ns	14.1 ± 0.15 ns	0.996 ± 0.017
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇	8.51 ± 0.25 ns	8.68 ± 0.061 ns	0.981 ± 0.03
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 0/0/∇²	16.3 ± 0.13 ns	16.3 ± 0.099 ns	0.998 ± 0.01
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂	6.8 ± 0.15 ns	6.66 ± 0.15 ns	1.02 ± 0.032
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∂²	14 ± 0.081 ns	14.1 ± 0.15 ns	0.996 ± 0.012
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇	8.63 ± 0.14 ns	8.71 ± 0.061 ns	0.991 ± 0.018
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 1/1/∇²	16.3 ± 0.091 ns	16.3 ± 0.081 ns	0.998 ± 0.0075
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂	6.8 ± 0.091 ns	6.66 ± 0.15 ns	1.02 ± 0.027
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∂²	14.2 ± 0.069 ns	14.1 ± 0.15 ns	1.01 ± 0.012
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇	8.51 ± 0.26 ns	8.67 ± 0.07 ns	0.982 ± 0.031
RBF/Inverse Multiquadrics, 1/sqrt((r*ε)²+1)
├─Shape factor: ε = 1
└─Polynomial augmentation: degree 2/2/∇²	16.3 ± 0.091 ns	16.3 ± 0.051 ns	0.998 ± 0.0064
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂	3.4 ± 0.023 ns	3.42 ± 0.001 ns	0.994 ± 0.0068
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∂²	4.7 ± 0.01 ns	4.7 ± 0.011 ns	1 ± 0.0032
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇	5.42 ± 0.031 ns	5.48 ± 0.041 ns	0.989 ± 0.0093
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 0/0/∇²	3.11 ± 0 ns	3.11 ± 0 ns	1 ± 0
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂	3.4 ± 0.03 ns	3.42 ± 0.001 ns	0.994 ± 0.0088
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∂²	4.7 ± 0.01 ns	4.7 ± 0.02 ns	1 ± 0.0048
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇	5.41 ± 0.03 ns	5.77 ± 0.06 ns	0.937 ± 0.011
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 1/1/∇²	3.11 ± 0 ns	3.11 ± 0 ns	1 ± 0
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂	3.41 ± 0.029 ns	3.42 ± 0.001 ns	0.997 ± 0.0085
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∂²	4.7 ± 0.01 ns	4.7 ± 0.01 ns	1 ± 0.003
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇	5.42 ± 0.02 ns	5.77 ± 0.05 ns	0.939 ± 0.0088
RBF/Polyharmonic spline (r³)
└─Polynomial augmentation: degree 2/2/∇²	3.11 ± 0 ns	3.11 ± 0 ns	1 ± 0
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂	4.27 ± 0.04 ns	4.27 ± 0.01 ns	1 ± 0.0097
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∂²	5.83 ± 0.1 ns	5.8 ± 0.01 ns	1.01 ± 0.017
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇	6.32 ± 0.041 ns	6.27 ± 0.03 ns	1.01 ± 0.0081
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 0/0/∇²	4.27 ± 0.001 ns	4.5 ± 0.001 ns	0.949 ± 0.00031
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂	4.27 ± 0.08 ns	4.27 ± 0.01 ns	1 ± 0.019
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∂²	5.83 ± 0.1 ns	5.8 ± 0.01 ns	1.01 ± 0.017
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇	6.32 ± 0.04 ns	6.27 ± 0.03 ns	1.01 ± 0.008
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 1/1/∇²	4.27 ± 0.01 ns	4.5 ± 0.001 ns	0.949 ± 0.0022
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂	4.27 ± 0.08 ns	4.27 ± 0.01 ns	1 ± 0.019
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∂²	5.83 ± 0.09 ns	5.8 ± 0.01 ns	1.01 ± 0.016
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇	6.32 ± 0.041 ns	6.27 ± 0.04 ns	1.01 ± 0.0092
RBF/Polyharmonic spline (r¹)
└─Polynomial augmentation: degree 2/2/∇²	4.27 ± 0.01 ns	4.5 ± 0.001 ns	0.949 ± 0.0022
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂	4.65 ± 0.01 ns	4.96 ± 0.011 ns	0.937 ± 0.0029
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∂²	5.26 ± 0.01 ns	4.96 ± 0.011 ns	1.06 ± 0.0031
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇	5.95 ± 0.09 ns	5.92 ± 0.091 ns	1.01 ± 0.022
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 0/0/∇²	3.11 ± 0.01 ns	3.11 ± 0 ns	1 ± 0.0032
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂	4.65 ± 0.01 ns	4.96 ± 0.01 ns	0.937 ± 0.0028
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∂²	5.26 ± 0.01 ns	4.96 ± 0.011 ns	1.06 ± 0.0031
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇	5.95 ± 0.091 ns	5.91 ± 0.09 ns	1.01 ± 0.022
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 1/1/∇²	3.11 ± 0.01 ns	3.11 ± 0.009 ns	1 ± 0.0043
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂	4.65 ± 0.01 ns	4.96 ± 0.01 ns	0.937 ± 0.0028
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∂²	5.26 ± 0.01 ns	4.96 ± 0.011 ns	1.06 ± 0.0031
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇	5.94 ± 0.09 ns	5.91 ± 0.09 ns	1.01 ± 0.022
RBF/Polyharmonic spline (r⁵)
└─Polynomial augmentation: degree 2/2/∇²	3.11 ± 0.01 ns	3.11 ± 0 ns	1 ± 0.0032
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂	10.3 ± 0.07 ns	10.6 ± 0.081 ns	0.974 ± 0.01
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∂²	4.96 ± 0.01 ns	5.27 ± 0.01 ns	0.941 ± 0.0026
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇	12.6 ± 0.14 ns	12.4 ± 0.11 ns	1.01 ± 0.014
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 0/0/∇²	8.35 ± 0.011 ns	8.19 ± 0.05 ns	1.02 ± 0.0064
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂	10.3 ± 0.07 ns	10.6 ± 0.13 ns	0.974 ± 0.014
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∂²	4.96 ± 0.01 ns	5.27 ± 0.01 ns	0.941 ± 0.0026
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇	12.6 ± 0.18 ns	12.4 ± 0.1 ns	1.01 ± 0.017
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 1/1/∇²	8.35 ± 0.021 ns	8.19 ± 0.071 ns	1.02 ± 0.0092
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂	10.3 ± 0.07 ns	10.6 ± 0.08 ns	0.974 ± 0.0099
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∂²	4.96 ± 0.01 ns	5.27 ± 0.01 ns	0.941 ± 0.0026
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇	12.6 ± 0.14 ns	12.4 ± 0.12 ns	1.01 ± 0.015
RBF/Polyharmonic spline (r⁷)
└─Polynomial augmentation: degree 2/2/∇²	8.35 ± 0.021 ns	8.19 ± 0.061 ns	1.02 ± 0.008
time_to_load	0.582 ± 0.00051 s	0.589 ± 0.0054 s	0.989 ± 0.0091

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).