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In AWS SageMaker there are several Conda environments available based on different ML frameworks:

conda info -e

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I would like to know the difference between a tensorflow and an amazonei_tensorflow environment.

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The amazonei environments are for use with the Amazon Elastic Inference accelerators. You can see this mentioned in the DLAMI README file:

for TensorFlow(+Keras2) with Python3 (CUDA 9.0 and Intel MKL-DNN) ______________
____ source activate tensorflow_p36

for Tensorflow(+Amazon Elastic Inference) with Python3 _________________________
____ source activate amazonei_tensorflow_p36
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