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README.md
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- kernels
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- cuda
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MRA kernels for transformers
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### Performance
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<img class="hidden dark:block border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_dark_animation.svg" />
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<img class="hidden dark:block border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_dark_latency.svg" />
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library_name: kernels
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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.
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## How to use
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```python
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# make sure `kernels` is installed: `pip install -U kernels`
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from kernels import get_kernel
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kernel_module = get_kernel("kernels-community/mra")
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index_max = kernel_module.index_max
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index_max(...)
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```
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## Available functions
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- `index_max`
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- `mm_to_sparse`
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- `sparse_dense_mm`
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- `reduce_sum`
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- `scatter`
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## Benchmarks
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Benchmarking script is available for this kernel. Run `kernels benchmark kernels-community/mra`.
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