Quantizing a Deep Learning Network in MATLAB

In this video, we demonstrate the deep learning quantization workflow in MATLAB. Using the Model Quantization Library Support Package, we illustrate how you can calibrate, quantize, and validate a deep learning network such as Resnet50. We also highlight the impact of quantization on reducing the memory of some standard networks such as Resnet101 and InceptionV3. 

Additional Resources:

Download the support package: https://bit.ly/2YaUbW9 What Is int8 Quantization and Why Is It Popular for Deep Neural Networks?: https://bit.ly/2Y8mMLX INT8 Quantization with Deep Network Quantizer: https://bit.ly/2KHIazv Quantization of Deep Neural Networks: https://bit.ly/2yPfMsC

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