GPU – most high end computers feature a separate Graphics Processing Unit (GPU) from Nvidia or AMD that offer training speeds much faster than CPUs, but not as fast as TPUs. TPU – only available currently on Google’s Colaboratory ( Colab) platform, Tensor Processing Units (TPUs) offer the highest training speeds.CPU – any modern computer can run this version, but it offers the slowest training speeds.Each platform has different hardware requirements and offers different performance: TensorFlow can be run on three different processor platforms, with the main difference being the speed at which your neural network will be trained. The simplest way to install TensorFlow is to install the binary version using one of the official releases on the Python Package Index (PyPI). When you install TensorFlow 2.0+, Keras will be automatically installed, as well. Instead of pip installing each package separately, the recommended approach is to install Keras as part of the TensorFlow installation.
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