2D Convolution on CUDA-LLM kernels task suite 1.0 (test)
6.15Execution TimeOptiML
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OptiMLModel=OptiML2026.02 | 6.15 | 1.18 | 46.44 | 21.34 | 57.32 | 873 | 3,292 | 1,575 | 83.95 | 52 | |
| HPC-Coder-V2 + OptiML-XModel=HPC-Coder-V2 + OptiML-X2026.02 | 6.98 | 1.04 | 45.03 | 22.01 | 56.47 | 901 | 3,456 | 1,609 | 83.06 | 52 | |
| GPT 5.1 + OptiML-XModel=GPT 5.1 + OptiML-X2026.02 | 7.24 | — | 44.31 | 22.67 | 55.74 | 926 | 3,538 | 1,643 | 82.17 | 52 | |
| StarCoder2 + OptiML-XModel=StarCoder2 + OptiML-X2026.02 | 7.58 | 0.95 | 43.62 | 22.84 | 55.11 | 944 | 3,604 | 1,682 | 81.31 | 52 | |
| Qwen2.5-Coder + OptiML-XModel=Qwen2.5-Coder + OptiML-X2026.02 | 8.31 | 0.87 | 42.18 | 23.28 | 54.61 | 968 | 3,692 | 1,711 | 80.62 | 52 |