Streaming Interactive Deep Learning Applications at Peak Performance

Originally published at: https://developer.nvidia.com/blog/streaming-interactive-deep-learning-applications-at-peak-performance/

Imagine that you have just finished implementing an awesome, interactive, deep learning pipeline on your NVIDIA-accelerated data science workstation using OpenCV for capturing your webcam stream and rendering the output. A colleague of yours mentions that exploiting the novel TF32 compute mode of the Ampere microarchitecture third-generation Tensor Cores might significantly accelerate your application. So…

I have written this library to make it easier to showcase deep learning solutions when I am on business travel. If you have questions or comments, please let me know.

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