k-Nearest Neighbors on JPM x86, d=16 1.5.0 (test)
1.197Inference Time (s)Mojo SIMD k-d tree
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mojo SIMD k-d treeAlgorithm=Mojo SIMD k-d tree, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 1.197 | 1.2 | 16.9 | 1.8 | |
| scikit-learn brute forceAlgorithm=brute, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 1.407 | — | — | — | |
| Mojo SIMD brute forceAlgorithm=Mojo SIMD brute force, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=10, SIMD Width (SW)=82026.06 | 2.195 | — | — | — | |
| scikit-learn k-d treeAlgorithm=kd_tree, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 20.2 | — | — | — |