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A disadvantage to having the brand new multiprocessing component to parallelize mind-play is that Keras/Tensorflow need to be set-to Cpu-only using the new Python environment parameters. So you can utilize the GPU to have training once notice-gamble, the fresh IPython kernel should be cast aside as well as the Keras modules re also-imported. There are certain forum postings about having fun with numerous techniques which have Keras/Tensorflow, but no other means struggled to obtain myself. Because the mind-play can take hrs, it is really not a big inconvenience to help you resume the newest IPython kernel before progressing for the training phase – however it does feel like a hack. I happened to be in addition to forced to replace the Conv2D() levels of your model in order to “channels_last” to allow Cpu inferences.
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