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Benchmarks
k-Nearest Neighbors on SPY ARM64 d=24 1.5.0 (test)
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0.036
Inference Time (s)
Mojo SIMD k-d tree
-1.50456
8.89422
19.293
29.69178
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
0.036
32.8
10.5
1,048
scikit-learn k-d tree
Algorithm=kd_tree, k=5...
2026.06
0.38
-
-
-
scikit-learn brute force
Algorithm=brute, k=5,...
2026.06
1.189
-
-
-
Mojo SIMD brute force
Algorithm=Mojo SIMD br...
2026.06
38.55
-
-
-
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