k-Nearest Neighbors on AAPL x86 d=16 1.5.0 (test)
3.037Inference 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 | 3.037 | 1.3 | 21.6 | 2.4 | |
| scikit-learn brute forceAlgorithm=brute, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 3.833 | — | — | — | |
| Mojo SIMD brute forceAlgorithm=Mojo SIMD brute force, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=10, SIMD Width (SW)=82026.06 | 7.139 | — | — | — | |
| scikit-learn k-d treeAlgorithm=kd_tree, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 65.48 | — | — | — |