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This behaviour is the same as when doing pip install horovod for TensorFlow and PyTorch support. When those libraries are not present, Horovod installation will fail.

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                                       (a) design using callbacks                                                                                                                                                                (b) simplified design

Figure 2. How Horovod interacts with MXNet engine

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