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[P] Scaling DeepSpeech using Mixed Precision and KubeFlow

An overview of changes we’ve made to our PyTorch ASR training to integrate KubeFlow and mixed-precision to speed up and scale our ASR training pipeline:

https://medium.com/@seannaren/scaling-deepspeech-using-mixed-precision-and-kubeflow-b83965e79173

Code: https://github.com/SeanNaren/deepspeech.pytorch

KubeFlow branch coming very soon (need to update our scripts since KubeFlow has improved since).

Would love to hear any feedback or questions!

submitted by /u/Stormfreek
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.