Oct. 26, 2022, 6:10 a.m. | /u/pommedeterresautee

Machine Learning www.reddit.com

We are releasing [Kernl](https://github.com/ELS-RD/kernl/) under Apache 2 license, a library to make PyTorch models inference significantly faster. With 1 line of code we applied the optimizations and made Bert up to 12X faster than Hugging Face baseline. T5 is also covered in this first release (> 6X speed up generation and we are still halfway in the optimizations!). This has been possible because we wrote custom GPU kernels with the new OpenAI programming language Triton and leveraged TorchDynamo.

**Project link**: …

bert gpu inference machinelearning openai transformers triton

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