damccorm commented on code in PR #23887: URL: https://github.com/apache/beam/pull/23887#discussion_r1010760917
########## website/www/site/content/en/documentation/ml/overview.md: ########## @@ -54,7 +54,7 @@ The recommended way to implement inference is by using the [RunInference API](ht You can easily integrate your model in your pipeline by using the corresponding model handlers. A `ModelHandler` is an object that wraps the underlying model and allows you to configure its parameters. Model handlers are available for PyTorch, Scikit-learn and TensorFlow. Examples of how to use RunInference for PyTorch, Scikit-learn and TensorFlow are shown in this [notebook](https://github.com/apache/beam/blob/master/examples/notebooks/beam-ml/run_inference_pytorch_tensorflow_sklearn.ipynb). -GPUs are optimized for training artificial intelligence and deep learning models as they can process multiple computations simultaneously. RunInference also allows you to use GPUs for significant inference speedup. An example of how to use RunInference with GPUs is demonstrated[here](/documentation/ml/runinference-metrics). +GPUs are optimized for training artificial intelligence and deep learning models as they can process multiple computations simultaneously. RunInference also allows you to use GPUs for significant inference speedup. RunInference also allows you to use GPUs for significant inference speedup. An example of how to use RunInference with GPUs is demonstrated[here](/documentation/ml/runinference-metrics). Review Comment: From your last commit: `RunInference also allows you to use GPUs for significant inference speedup. RunInference also allows you to use GPUs for significant inference speedup. An example of how to use RunInference with GPUs is demonstrated[here](/documentation/ml/runinference-metrics).` - you're repeating the same sentence twice, and you didn't add the suggested space from my last comment. This should be `RunInference also allows you to use GPUs for significant inference speedup. An example of how to use RunInference with GPUs is demonstrated [here](/documentation/ml/runinference-metrics).` -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: [email protected] For queries about this service, please contact Infrastructure at: [email protected]
