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feat: add LittleBigDict and use it in BasicSymbolic #725

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Benchmark Results

master 7ae8dd5... master/7ae8dd50bac5d1...
overhead/acrule/a+2 1.11 ± 0.49 μs 1.17 ± 0.48 μs 0.946
overhead/acrule/a+2+b 1.24 ± 0.4 μs 1.23 ± 0.42 μs 1.01
overhead/acrule/a+b 0.306 ± 0.045 μs 0.299 ± 0.11 μs 1.02
overhead/acrule/noop:Int 1.56 ± 0.01 ns 1.56 ± 0.01 ns 1
overhead/acrule/noop:Sym 0.0513 ± 0.0063 μs 0.0411 ± 0.0019 μs 1.25
overhead/rule/noop:Int 0.0364 ± 0.026 μs 0.0591 ± 0.026 μs 0.615
overhead/rule/noop:Sym 0.0559 ± 0.0055 μs 0.0561 ± 0.01 μs 0.995
overhead/rule/noop:Term 0.0555 ± 0.011 μs 0.0569 ± 0.061 μs 0.976
overhead/ruleset/noop:Int 0.122 ± 0.011 μs 0.121 ± 0.034 μs 1.01
overhead/ruleset/noop:Sym 0.147 ± 0.0052 μs 0.146 ± 0.0067 μs 1.01
overhead/ruleset/noop:Term 5.48 ± 1.4 μs 10.8 ± 2.9 μs 0.505
overhead/simplify/noop:Int 0.227 ± 0.033 μs 0.258 ± 0.034 μs 0.878
overhead/simplify/noop:Sym 0.231 ± 0.018 μs 0.233 ± 0.024 μs 0.988
overhead/simplify/noop:Term 0.0519 ± 0.01 ms 0.0579 ± 0.012 ms 0.897
overhead/simplify/randterm (+, *):serial 0.124 ± 0.0049 s 0.161 ± 0.016 s 0.767
overhead/simplify/randterm (+, *):thread 0.0711 ± 0.0089 s 0.0856 ± 0.017 s 0.83
overhead/simplify/randterm (/, *):serial 0.236 ± 0.048 ms 0.288 ± 0.031 ms 0.821
overhead/simplify/randterm (/, *):thread 0.269 ± 0.025 ms 0.325 ± 0.026 ms 0.829
overhead/substitute/a 0.112 ± 0.018 ms 0.227 ± 0.02 ms 0.495
overhead/substitute/a,b 0.1 ± 0.015 ms 0.155 ± 0.022 ms 0.646
overhead/substitute/a,b,c 21.3 ± 2.5 μs 21.9 ± 1 μs 0.974
polyform/easy_iszero 0.0575 ± 0.011 ms 0.102 ± 0.034 ms 0.561
polyform/isone 3.1 ± 0.01 ns 3.1 ± 0.01 ns 1
polyform/iszero 1.7 ± 0.085 ms 4.66 ± 0.95 ms 0.365
polyform/simplify_fractions 2.34 ± 0.15 ms 5.48 ± 0.42 ms 0.427
time_to_load 1.03 ± 0.0066 s 1.05 ± 0.027 s 0.983

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).

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