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Kernel Performance Optimization on Graph and ML Kernels Aggregate 1.0 (Summary)
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43.25
Speedup
Best LLM
4.978
14.914
24.85
34.786
Dec 22, 2025
Speedup
Efficiency
Analysis Quality
Compilation Time (s)
Memory Usage (GB)
Updated 3mo ago
Evaluation Results
Method
Method
Links
Speedup
Efficiency
Analysis Quality
Compilation Time (s)
Memory Usage (GB)
Best LLM
Evaluation Approach=Be...
2025.12
43.25
92
95
5.2
-
LLM Average
Evaluation Approach=Av...
2025.12
6.81
85
82
15.6
-
Traditional Average
Evaluation Approach=Av...
2025.12
6.45
81
100
2.1
-
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