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1 | 1 | using DynamicExpressions, BenchmarkTools, Random |
2 | | -using SymbolicRegression: gen_random_tree_fixed_size |
| 2 | +using SymbolicRegression: gen_random_tree_fixed_size, Options |
3 | 3 |
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4 | 4 | const v_PACKAGE_VERSION = try |
5 | 5 | VersionNumber(PACKAGE_VERSION) |
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80 | 80 |
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81 | 81 | function benchmark_utilities() |
82 | 82 | suite = BenchmarkGroup() |
83 | | - suite["simplify_tree"] = let s = BenchmarkGroup() |
84 | | - operators = OperatorEnum(; binary_operators=[+, -, /, *], unary_operators=[cos, exp]) |
85 | | - #! format: off |
86 | | - s["break_topology"] = @benchmarkable( |
87 | | - simplify_tree(tree, operators), |
88 | | - evals=300, |
89 | | - samples=300, |
90 | | - seconds=10.0, |
91 | | - setup=( |
92 | | - n=rand(5:30); |
93 | | - tree=gen_random_tree_fixed_size(n, $operators) |
94 | | - ) |
95 | | - ) |
96 | | - if v_PACKAGE_VERSION >= v"0.6.1" |
97 | | - s["preserve_topology"] = @benchmarkable( |
98 | | - simplify_tree(tree, operators; preserve_topology=true), |
| 83 | + for func in [simplify_tree, combine_operators] |
| 84 | + suite[string(func)] = let s = BenchmarkGroup() |
| 85 | + options = Options(; binary_operators=[+, -, /, *], unary_operators=[cos, exp]) |
| 86 | + #! format: off |
| 87 | + nfeatures = 5 |
| 88 | + s["break_topology"] = @benchmarkable( |
| 89 | + $(func)(tree, $options.operators), |
99 | 90 | evals=300, |
100 | 91 | samples=300, |
101 | 92 | seconds=10.0, |
102 | 93 | setup=( |
103 | 94 | n=rand(5:30); |
104 | | - tree=gen_random_tree_fixed_size(n, $operators) |
| 95 | + tree=gen_random_tree_fixed_size(n, $options, $nfeatures, Float32) |
105 | 96 | ) |
106 | 97 | ) |
| 98 | + if v_PACKAGE_VERSION >= v"0.6.1" |
| 99 | + s["preserve_topology"] = @benchmarkable( |
| 100 | + $(func)(tree, $options.operators; preserve_topology=true), |
| 101 | + evals=300, |
| 102 | + samples=300, |
| 103 | + seconds=10.0, |
| 104 | + setup=( |
| 105 | + n=rand(5:30); |
| 106 | + tree=gen_random_tree_fixed_size(n, $options, $nfeatures, Float32) |
| 107 | + ) |
| 108 | + ) |
| 109 | + end |
| 110 | + #! format: on |
| 111 | + s |
107 | 112 | end |
108 | | - #! format: on |
109 | | - |
110 | | - s |
111 | 113 | end |
112 | 114 |
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113 | 115 | return suite |
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