近日，TensorFlow模型优化工具包又添一员大将，训练后的半精度浮点量化（float16 quantization）工具。 有了它，就能在几乎不损失模型精度的情况下，将模型压缩至一半大小，还能改善CPU和硬件加速器延迟。 这一套工具囊括混合量化，全整数量化和修剪。 如何量化 ...

Machine learning is a complex discipline but implementing machine learning models is far less daunting than it used to be. Machine learning frameworks like Google’s TensorFlow ease the process of ...

TensorFlow Lite (TFLite) was announced in 2017 and Google is now calling it “LiteRT” to reflect how it supports third-party models. TensorFlow Lite for mobile on-device AI has “grown beyond its ...