| | --- |
| | 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 AMD $100K kernel competition, it contains roughly 40K kernels for fp8-gemm, moe and mla optimized to run on MI300 https://www.datamonsters.com/amd-developer-challenge-2025 |
| | Learn more at gpumode.com/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 the AMD distributed kernels and Blackwell NVFP4 kernels 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} |
| | } |
| | ``` |
