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library_name: kernels
license: bsd-3-clause
---
This is the repository card of kernels-community/layer-norm 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/layer-norm")
layers = kernel_module.layers
layers(...)
```
## Available functions
- `layers`
- `dropout_add_ln_fwd`
- `dropout_add_ln_bwd`
- `dropout_add_ln_parallel_residual_fwd`
- `dropout_add_ln_parallel_residual_bwd`
## Benchmarks
Benchmarking script is available for this kernel. Run `kernels benchmark kernels-community/layer-norm`.
### Performance
<img class="dark:hidden border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_light_animation.svg" />
<img class="hidden dark:block border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_dark_animation.svg" />
<img class="dark:hidden border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_light_latency.svg" />
<img class="hidden dark:block border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_dark_latency.svg" />
<img class="dark:hidden border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_light_throughput.svg" />
<img class="hidden dark:block border border-gray-200 dark:border-gray-700 rounded-lg" src="media/benches_dark_throughput.svg" />
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