Unable to access your GPU (and other peripherals attached to your host).Being significantly slower than executing instructions on your native machine.However, while the deep learning virtual machine is easy to use, it also has a number of drawbacks, including: The Ubuntu VirtualBox virtual machine that comes with my book, Deep Learning for Computer Vision with Python, includes all the necessary deep learning and computer vision libraries you need (such as Keras, TensorFlow, scikit-learn, scikit-image, OpenCV, etc.) pre-installed.
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