Therefore, if your system has a NVIDIA® GPU meeting the prerequisites shown below and you need to run performance-critical applications, you should ultimately install this version. TensorFlow programs typically run significantly faster on a GPU than on a CPU. Note that this version of TensorFlow is typically much easier to install (typically, in 5 or 10 minutes), so even if you have an NVIDIA GPU, we recommend installing this version first. If your system does not have a NVIDIA® GPU, you must install this version. Here’s the guidance on CPU vs. GPU versions from the TensorFlow website: The CPU version is much easier to install and configure so is the best starting place especially when you are first learning how to use TensorFlow. TensorFlow can be configured to run on either CPUs or GPUs.
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