PowerAI is an enterprise software distribution that combines popular open source deep learning frameworks, efficient AI development tools, and accelerated IBM Power Systems servers. It includes the following frameworks:
| Framework | Version | Description |
|---|---|---|
| Caffe | 1.0 | Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research and by community contributors. |
| TensorFlow | 1.13.1 | TensorFlow is an end-to-end open source platform for machine learning. It is developed by Google and by community contributors. |
| Pytorch | 1.0.1 | Pytorch is an open source deep learning platform that provides a seamless path from research prototyping to production deployment. It is developed by Facebook and by community contributors. |
For complete PowerAI documentation, see https://www.ibm.com/support/knowledgecenter/SS5SF7_1.6.0/navigation/pai_getstarted.htm. Here we only show simple examples with system-specific instructions.
Simple Example for Caffe
Get node for interactive use:
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| Code Block |
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./examples/mnist/train_lenet.sh |
Simple Example for TensorFlow
Simple Example for Pytorch
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