Brevitas is an open-source library developed by Uber AI Labs, designed for training and deploying quantized neural networks. It focuses on enabling the efficient implementation of deep learning models with reduced precision, allowing for lower memory usage and faster inference times while maintaining accuracy. Brevitas provides tools to perform quantization-aware training, where the training process accounts for the effects of quantization, making the trained models more robust to the loss of precision.
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