| library_name: kernels | |
| license: apache-2.0 | |
| > [!CAUTION] | |
| > Starting from September 13, 2026, we will be removing the "model" type repositories of kernels (e.g., kernels-community/flash-attn3). Make sure you're using a latest version of kernels. If you face any disruption, please report them here: https://github.com/huggingface/kernels/issues/new. | |
| This is the repository card of kernels-community/mra that has been pushed on the Hub. It was built to be used with the [`kernels` library](https://github.com/huggingface/kernels). This card was automatically generated. | |
| ## How to use | |
| ```python | |
| # make sure `kernels` is installed: `pip install -U kernels` | |
| from kernels import get_kernel | |
| kernel_module = get_kernel("kernels-community/mra") | |
| index_max = kernel_module.index_max | |
| index_max(...) | |
| ``` | |
| ## Available functions | |
| - `index_max` | |
| - `mm_to_sparse` | |
| - `sparse_dense_mm` | |
| - `reduce_sum` | |
| - `scatter` | |
| ## Benchmarks | |
| Benchmarking script is available for this kernel. Run `kernels benchmark kernels-community/mra`. | |