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Benchmarks
k-Nearest Neighbors on JPM x86, d=16 1.5.0 (test)
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1.197
Inference Time (s)
Mojo SIMD k-d tree
0.43688
5.56769
10.6985
15.82931
Jun 8, 2026
Inference Time (s)
Mojo KD Speedup vs. SK Brute
Mojo KD Speedup vs. SK KD
Mojo KD Speedup vs. Mojo Brute
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (s)
Mojo KD Speedup vs. SK Brute
Mojo KD Speedup vs. SK KD
Mojo KD Speedup vs. Mojo Brute
Mojo SIMD k-d tree
Algorithm=Mojo SIMD k-...
2026.06
1.197
1.2
16.9
1.8
scikit-learn brute force
Algorithm=brute, k=5,...
2026.06
1.407
-
-
-
Mojo SIMD brute force
Algorithm=Mojo SIMD br...
2026.06
2.195
-
-
-
scikit-learn k-d tree
Algorithm=kd_tree, k=5...
2026.06
20.2
-
-
-
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