k-Nearest Neighbors on BAC ARM64 d=24 1.5.0 (test)
0.079Inference Time (s)Mojo SIMD k-d tree
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mojo SIMD k-d treeAlgorithm=Mojo SIMD k-d tree, k=5, Architecture=ARM64 Apple M3, Dimensionality (d)=24, Number of Runs=102026.06 | 0.079 | 43.5 | 8.8 | 1,549 | |
| scikit-learn k-d treeAlgorithm=kd_tree, k=5, Architecture=ARM64 Apple M3, Dimensionality (d)=24, Number of Runs=102026.06 | 0.697 | — | — | — | |
| scikit-learn brute forceAlgorithm=brute, k=5, Architecture=ARM64 Apple M3, Dimensionality (d)=24, Number of Runs=102026.06 | 3.434 | — | — | — | |
| Mojo SIMD brute forceAlgorithm=Mojo SIMD brute force, k=5, Architecture=ARM64 Apple M3, Dimensionality (d)=24, Number of Runs=10, SIMD Width (SW)=82026.06 | 122.4 | — | — | — |