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comparison benchmark/benchmarks.jl @ 1858:4a9be96f2569 feature/documenter_logo
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author | Jonatan Werpers <jonatan@werpers.com> |
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date | Sun, 12 Jan 2025 21:18:44 +0100 |
parents | 471a948cd2b2 |
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1857:ffde7dad9da5 | 1858:4a9be96f2569 |
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1 using BenchmarkTools | |
2 | |
3 using Diffinitive | |
4 using Diffinitive.Grids | |
5 using Diffinitive.SbpOperators | |
6 using Diffinitive.LazyTensors | |
7 | |
8 using LinearAlgebra | |
9 | |
10 const SUITE = BenchmarkGroup() | |
11 | |
12 | |
13 sz(d) = ntuple(i->100, d) | |
14 ll(d) = ntuple(i->0., d) | |
15 lu(d) = ntuple(i->1., d) | |
16 | |
17 g1 = equidistant_grid(ll(1)[1], lu(1)[1], sz(1)...) | |
18 g2 = equidistant_grid(ll(2), lu(2), sz(2)...) | |
19 g3 = equidistant_grid(ll(3), lu(3), sz(3)...) | |
20 | |
21 v1 = rand(sz(1)...) | |
22 v2 = rand(sz(2)...) | |
23 v3 = rand(sz(3)...) | |
24 | |
25 u1 = rand(sz(1)...) | |
26 u2 = rand(sz(2)...) | |
27 u3 = rand(sz(3)...) | |
28 | |
29 stencil_set = read_stencil_set(joinpath(sbp_operators_path(),"standard_diagonal.toml"); order=4) | |
30 | |
31 SUITE["derivatives"] = BenchmarkGroup() | |
32 | |
33 | |
34 SUITE["derivatives"]["first_derivative"] = BenchmarkGroup() | |
35 | |
36 D₁ = first_derivative(g1,stencil_set) | |
37 SUITE["derivatives"]["first_derivative"]["1D"] = @benchmarkable $u1 .= $D₁*$v1 | |
38 | |
39 Dx = first_derivative(g2,stencil_set,1) | |
40 Dy = first_derivative(g2,stencil_set,2) | |
41 SUITE["derivatives"]["first_derivative"]["2D"] = BenchmarkGroup() | |
42 SUITE["derivatives"]["first_derivative"]["2D"]["x"] = @benchmarkable $u2 .= $Dx*$v2 | |
43 SUITE["derivatives"]["first_derivative"]["2D"]["y"] = @benchmarkable $u2 .= $Dy*$v2 | |
44 | |
45 Dx = first_derivative(g3,stencil_set,1) | |
46 Dy = first_derivative(g3,stencil_set,2) | |
47 Dz = first_derivative(g3,stencil_set,3) | |
48 SUITE["derivatives"]["first_derivative"]["3D"] = BenchmarkGroup() | |
49 SUITE["derivatives"]["first_derivative"]["3D"]["x"] = @benchmarkable $u3 .= $Dx*$v3 | |
50 SUITE["derivatives"]["first_derivative"]["3D"]["y"] = @benchmarkable $u3 .= $Dy*$v3 | |
51 SUITE["derivatives"]["first_derivative"]["3D"]["z"] = @benchmarkable $u3 .= $Dz*$v3 | |
52 | |
53 | |
54 SUITE["derivatives"]["second_derivative"] = BenchmarkGroup() | |
55 | |
56 D₂ = second_derivative(g1,stencil_set) | |
57 SUITE["derivatives"]["second_derivative"]["1D"] = @benchmarkable $u1 .= $D₂*$v1 | |
58 | |
59 Dx = second_derivative(g2,stencil_set,1) | |
60 Dy = second_derivative(g2,stencil_set,2) | |
61 SUITE["derivatives"]["second_derivative"]["2D"] = BenchmarkGroup() | |
62 SUITE["derivatives"]["second_derivative"]["2D"]["x"] = @benchmarkable $u2 .= $Dx*$v2 | |
63 SUITE["derivatives"]["second_derivative"]["2D"]["y"] = @benchmarkable $u2 .= $Dy*$v2 | |
64 | |
65 Dx = second_derivative(g3,stencil_set,1) | |
66 Dy = second_derivative(g3,stencil_set,2) | |
67 Dz = second_derivative(g3,stencil_set,3) | |
68 SUITE["derivatives"]["second_derivative"]["3D"] = BenchmarkGroup() | |
69 SUITE["derivatives"]["second_derivative"]["3D"]["x"] = @benchmarkable $u3 .= $Dx*$v3 | |
70 SUITE["derivatives"]["second_derivative"]["3D"]["y"] = @benchmarkable $u3 .= $Dy*$v3 | |
71 SUITE["derivatives"]["second_derivative"]["3D"]["z"] = @benchmarkable $u3 .= $Dz*$v3 | |
72 | |
73 | |
74 SUITE["derivatives"]["second_derivative_variable"] = BenchmarkGroup() | |
75 | |
76 c1 = map(x->sin(x)+2, g1) | |
77 D₂ = second_derivative_variable(g1, c1, stencil_set) | |
78 SUITE["derivatives"]["second_derivative_variable"]["1D"] = @benchmarkable $u1 .= $D₂*$v1 | |
79 | |
80 c2 = map(x->sin(x[1] + x[2])+2, g2) | |
81 Dx = second_derivative_variable(g2, c2, stencil_set, 1) | |
82 Dy = second_derivative_variable(g2, c2, stencil_set, 2) | |
83 SUITE["derivatives"]["second_derivative_variable"]["2D"] = BenchmarkGroup() | |
84 SUITE["derivatives"]["second_derivative_variable"]["2D"]["x"] = @benchmarkable $u2 .= $Dx*$v2 | |
85 SUITE["derivatives"]["second_derivative_variable"]["2D"]["y"] = @benchmarkable $u2 .= $Dy*$v2 | |
86 | |
87 c3 = map(x->sin(norm(x))+2, g3) | |
88 Dx = second_derivative_variable(g3, c3, stencil_set, 1) | |
89 Dy = second_derivative_variable(g3, c3, stencil_set, 2) | |
90 Dz = second_derivative_variable(g3, c3, stencil_set, 3) | |
91 SUITE["derivatives"]["second_derivative_variable"]["3D"] = BenchmarkGroup() | |
92 SUITE["derivatives"]["second_derivative_variable"]["3D"]["x"] = @benchmarkable $u3 .= $Dx*$v3 | |
93 SUITE["derivatives"]["second_derivative_variable"]["3D"]["y"] = @benchmarkable $u3 .= $Dy*$v3 | |
94 SUITE["derivatives"]["second_derivative_variable"]["3D"]["z"] = @benchmarkable $u3 .= $Dz*$v3 | |
95 | |
96 | |
97 | |
98 | |
99 SUITE["derivatives"]["addition"] = BenchmarkGroup() | |
100 | |
101 D₁ = first_derivative(g1,stencil_set) | |
102 D₂ = second_derivative(g1,stencil_set) | |
103 SUITE["derivatives"]["addition"]["1D"] = BenchmarkGroup() | |
104 SUITE["derivatives"]["addition"]["1D"]["apply,add"] = @benchmarkable $u1 .= $D₁*$v1 + $D₂*$v1 | |
105 SUITE["derivatives"]["addition"]["1D"]["add,apply"] = @benchmarkable $u1 .= ($D₁ + $D₂)*$v1 | |
106 | |
107 Dxx = second_derivative(g2,stencil_set,1) | |
108 Dyy = second_derivative(g2,stencil_set,2) | |
109 SUITE["derivatives"]["addition"]["2D"] = BenchmarkGroup() | |
110 SUITE["derivatives"]["addition"]["2D"]["apply,add"] = @benchmarkable $u2 .= $Dxx*$v2 + $Dyy*$v2 | |
111 SUITE["derivatives"]["addition"]["2D"]["add,apply"] = @benchmarkable $u2 .= ($Dxx + $Dyy)*$v2 | |
112 | |
113 Dxx = second_derivative(g3,stencil_set,1) | |
114 Dyy = second_derivative(g3,stencil_set,2) | |
115 Dzz = second_derivative(g3,stencil_set,3) | |
116 SUITE["derivatives"]["addition"]["3D"] = BenchmarkGroup() | |
117 SUITE["derivatives"]["addition"]["3D"]["apply,add"] = @benchmarkable $u3 .= $Dxx*$v3 + $Dyy*$v3 + $Dzz*$v3 | |
118 SUITE["derivatives"]["addition"]["3D"]["add,apply"] = @benchmarkable $u3 .= ($Dxx + $Dyy + $Dzz)*$v3 | |
119 | |
120 | |
121 SUITE["derivatives"]["composition"] = BenchmarkGroup() | |
122 | |
123 Dx = first_derivative(g1,stencil_set) | |
124 SUITE["derivatives"]["composition"]["1D"] = BenchmarkGroup() | |
125 SUITE["derivatives"]["composition"]["1D"]["apply,apply"] = @benchmarkable $u1 .= $Dx*($Dx*$v1) | |
126 SUITE["derivatives"]["composition"]["1D"]["compose,apply"] = @benchmarkable $u1 .= ($Dx∘$Dx)*$v1 | |
127 | |
128 Dx = first_derivative(g2,stencil_set,1) | |
129 Dy = first_derivative(g2,stencil_set,2) | |
130 SUITE["derivatives"]["composition"]["2D"] = BenchmarkGroup() | |
131 SUITE["derivatives"]["composition"]["2D"]["apply,apply"] = @benchmarkable $u2 .= $Dy*($Dx*$v2) | |
132 SUITE["derivatives"]["composition"]["2D"]["compose,apply"] = @benchmarkable $u2 .= ($Dy∘$Dx)*$v2 | |
133 | |
134 Dx = first_derivative(g3,stencil_set,1) | |
135 Dy = first_derivative(g3,stencil_set,2) | |
136 Dz = first_derivative(g3,stencil_set,3) | |
137 SUITE["derivatives"]["composition"]["3D"] = BenchmarkGroup() | |
138 SUITE["derivatives"]["composition"]["3D"]["xy"] = BenchmarkGroup() | |
139 SUITE["derivatives"]["composition"]["3D"]["xy"]["apply,apply"] = @benchmarkable $u3 .= $Dx*($Dy*$v3) | |
140 SUITE["derivatives"]["composition"]["3D"]["xy"]["compose,apply"] = @benchmarkable $u3 .= ($Dx∘$Dy)*$v3 | |
141 | |
142 SUITE["derivatives"]["composition"]["3D"]["yz"] = BenchmarkGroup() | |
143 SUITE["derivatives"]["composition"]["3D"]["yz"]["apply,apply"] = @benchmarkable $u3 .= $Dy*($Dz*$v3) | |
144 SUITE["derivatives"]["composition"]["3D"]["yz"]["compose,apply"] = @benchmarkable $u3 .= ($Dy∘$Dz)*$v3 | |
145 | |
146 SUITE["derivatives"]["composition"]["3D"]["xz"] = BenchmarkGroup() | |
147 SUITE["derivatives"]["composition"]["3D"]["xz"]["apply,apply"] = @benchmarkable $u3 .= $Dx*($Dz*$v3) | |
148 SUITE["derivatives"]["composition"]["3D"]["xz"]["compose,apply"] = @benchmarkable $u3 .= ($Dx∘$Dz)*$v3 | |
149 | |
150 SUITE["derivatives"]["composition"]["3D"]["xx"] = BenchmarkGroup() | |
151 SUITE["derivatives"]["composition"]["3D"]["xx"]["apply,apply"] = @benchmarkable $u3 .= $Dx*($Dx*$v3) | |
152 SUITE["derivatives"]["composition"]["3D"]["xx"]["compose,apply"] = @benchmarkable $u3 .= ($Dx∘$Dx)*$v3 | |
153 | |
154 SUITE["derivatives"]["composition"]["3D"]["yy"] = BenchmarkGroup() | |
155 SUITE["derivatives"]["composition"]["3D"]["yy"]["apply,apply"] = @benchmarkable $u3 .= $Dy*($Dy*$v3) | |
156 SUITE["derivatives"]["composition"]["3D"]["yy"]["compose,apply"] = @benchmarkable $u3 .= ($Dy∘$Dy)*$v3 | |
157 | |
158 SUITE["derivatives"]["composition"]["3D"]["zz"] = BenchmarkGroup() | |
159 SUITE["derivatives"]["composition"]["3D"]["zz"]["apply,apply"] = @benchmarkable $u3 .= $Dz*($Dz*$v3) | |
160 SUITE["derivatives"]["composition"]["3D"]["zz"]["compose,apply"] = @benchmarkable $u3 .= ($Dz∘$Dz)*$v3 | |
161 | |
162 | |
163 SUITE["boundary_terms"] = BenchmarkGroup() | |
164 | |
165 H = inner_product(g2, stencil_set) | |
166 H⁻¹ = inverse_inner_product(g2, stencil_set) | |
167 Dxx = second_derivative(g2, stencil_set, 1) | |
168 Dyy = second_derivative(g2, stencil_set, 2) | |
169 | |
170 e₁ₗ = boundary_restriction(g2, stencil_set, CartesianBoundary{1,LowerBoundary}()) | |
171 e₁ᵤ = boundary_restriction(g2, stencil_set, CartesianBoundary{1,UpperBoundary}()) | |
172 e₂ₗ = boundary_restriction(g2, stencil_set, CartesianBoundary{2,LowerBoundary}()) | |
173 e₂ᵤ = boundary_restriction(g2, stencil_set, CartesianBoundary{2,UpperBoundary}()) | |
174 | |
175 d₁ₗ = normal_derivative(g2, stencil_set, CartesianBoundary{1,LowerBoundary}()) | |
176 d₁ᵤ = normal_derivative(g2, stencil_set, CartesianBoundary{1,UpperBoundary}()) | |
177 d₂ₗ = normal_derivative(g2, stencil_set, CartesianBoundary{2,LowerBoundary}()) | |
178 d₂ᵤ = normal_derivative(g2, stencil_set, CartesianBoundary{2,UpperBoundary}()) | |
179 | |
180 H₁ₗ = inner_product(boundary_grid(g2, CartesianBoundary{1,LowerBoundary}()), stencil_set) | |
181 H₁ᵤ = inner_product(boundary_grid(g2, CartesianBoundary{1,UpperBoundary}()), stencil_set) | |
182 H₂ₗ = inner_product(boundary_grid(g2, CartesianBoundary{2,LowerBoundary}()), stencil_set) | |
183 H₂ᵤ = inner_product(boundary_grid(g2, CartesianBoundary{2,UpperBoundary}()), stencil_set) | |
184 | |
185 SUITE["boundary_terms"]["pre_composition"] = @benchmarkable $u2 .= $(H⁻¹∘e₁ₗ'∘H₁ₗ∘d₁ₗ)*$v2 | |
186 SUITE["boundary_terms"]["composition"] = @benchmarkable $u2 .= ($H⁻¹∘$e₁ₗ'∘$H₁ₗ∘$d₁ₗ)*$v2 | |
187 SUITE["boundary_terms"]["application"] = @benchmarkable $u2 .= $H⁻¹*$e₁ₗ'*$H₁ₗ* $d₁ₗ*$v2 | |
188 # An investigation of these allocations can be found in the branch `allocation_test` | |
189 | |
190 #TODO: Reorg with dimension as first level? To reduce operator creation? | |
191 | |
192 | |
193 | |
194 SUITE["lazy_tensors"] = BenchmarkGroup() | |
195 | |
196 SUITE["lazy_tensors"]["compositions"] = BenchmarkGroup() | |
197 s = ScalingTensor(1.,(10,)) | |
198 u = rand(10) | |
199 v = similar(u) | |
200 s3 = s∘s∘s | |
201 s4 = s∘s∘s∘s | |
202 SUITE["lazy_tensors"]["compositions"]["s∘s∘s"] = @benchmarkable $v .= $s3*$u | |
203 SUITE["lazy_tensors"]["compositions"]["s∘s∘s∘s"] = @benchmarkable $v .= $s4*$u | |
204 | |
205 | |
206 SUITE |