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Benchmarks
k-Nearest Neighbors on AAPL x86 d=16 1.5.0 (test)
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3.037
Inference Time (s)
Mojo SIMD k-d tree
0.53928
17.39889
34.2585
51.11811
Jun 8, 2026
Inference Time (s)
Speedup vs. SK Brute
Speedup vs. SK KD
Speedup vs. Mojo Brute
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inference Time (s)
Speedup vs. SK Brute
Speedup vs. SK KD
Speedup vs. Mojo Brute
Mojo SIMD k-d tree
Algorithm=Mojo SIMD k-...
2026.06
3.037
1.3
21.6
2.4
scikit-learn brute force
Algorithm=brute, k=5,...
2026.06
3.833
-
-
-
Mojo SIMD brute force
Algorithm=Mojo SIMD br...
2026.06
7.139
-
-
-
scikit-learn k-d tree
Algorithm=kd_tree, k=5...
2026.06
65.48
-
-
-
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