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Chapter 16The best way to play with the repository is to clone it on Google Cloud Console anduse the environment available at https://github.com/tensorflow/tpu/blob/master/README.md.You should be able to browse what is shown in Figure 10. If you click the buttonOPEN IN GOOGLE CLOUD SHELL, then the system will clone the Git repo intoyour Cloud Shell and then open the shell (see Figure 11). From there, you can playwith a nice Google Cloud TPU demo for training a ResNet-50 on MNIST with a TPUFlock – a Compute Engine VM and Cloud TPU pair (see Figure 12). I will leave thistraining demo to you, if you are interested in looking it up:Figure 10: State-of-the-art collection of models pretrained with TPUs available on GitHub[ 585 ]
Tensor Processing UnitFigure 11: Google Cloud Shell with tpu git repo cloned on your behalfFigure 12: Google Cloud TPU demo for training a ResNet-50 on MNIST with a TPU Flock[ 586 ]
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Figure 11: Google Cloud Shell with tpu git repo cloned on your behalf
Figure 12: Google Cloud TPU demo for training a ResNet-50 on MNIST with a TPU Flock
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