k-Nearest Neighbors on WMT x86 d=16 1.5.0 (test)
1.449Inference 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 | 1.449 | 1.2 | 17.6 | 1.8 | |
| scikit-learn brute forceAlgorithm=brute, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 1.7 | — | — | — | |
| Mojo SIMD brute forceAlgorithm=Mojo SIMD brute force, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=10, SIMD Width (SW)=82026.06 | 2.673 | — | — | — | |
| scikit-learn k-d treeAlgorithm=kd_tree, k=5, Architecture=x86, Dimensionality (d)=16, Number of Runs=102026.06 | 25.47 | — | — | — |