Benjamin Horowitz
Updated leaderboards, submissions, and successful submissions for 2nd competition
e86df7e
| configs: | |
| - config_name: submissions | |
| data_files: "submissions.parquet" | |
| - config_name: successful_submissions | |
| data_files: "successful_submissions.parquet" | |
| - config_name: leaderboards | |
| data_files: "leaderboards.parquet" | |
| tags: | |
| - code | |
| license: mit | |
| This is the dataset that was created from the first and second AMD $100K kernel competitions, containing roughly 110K kernels for fp8-gemm, moe, mla, all2all, gemm+reducescatter, and allgather+gemm optimized to run on MI300. Learn more at gpumode.com/v2/news | |
| To see the full list of kernel competitions we've ran and are running you can checkout https://github.com/gpu-mode/reference-kernels which also contains details on reference kernels and their input shapes and distributions | |
| We are planning on adding kernels optimized for NVFP4 on Blackwell next | |
| If you use this dataset in your work, please cite: | |
| ```bibtex | |
| @inproceedings{ | |
| zhang2025kernelbot, | |
| title={KernelBot: A Competition Platform for Writing Heterogeneous {GPU} Code}, | |
| author={Alex L Zhang and Matej Sirovatka and Erik Schultheis and Benjamin Horowitz and Mark Saroufim}, | |
| booktitle={Championing Open-source DEvelopment in ML Workshop @ ICML25}, | |
| year={2025}, | |
| url={https://openreview.net/forum?id=bq9U4dmuyJ} | |
| } | |
| ``` | |