k-Nearest Neighbors on EURUSD ARM64 d=24 1.5.0 (test)
0.209Inference 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 | 0.209 | 1.6 | 1.6 | 30.8 | |
| scikit-learn brute forceAlgorithm=brute, k=5, Architecture=ARM64 Apple M3, Dimensionality (d)=24, Number of Runs=102026.06 | 0.339 | — | — | — | |
| scikit-learn k-d treeAlgorithm=kd_tree, k=5, Architecture=ARM64 Apple M3, Dimensionality (d)=24, Number of Runs=102026.06 | 0.344 | — | — | — | |
| 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 | 6.537 | — | — | — |