[TBD]Initial plan for BigDL 2.0 Chronos installation

intel-analytics / analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray

https://analytics-zoo.readthedocs.io/

Apache License 2.0

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Open shanyu-sys opened 2 years ago

shanyu-sys commented 2 years ago

Chronos in Bigdl 2.0 might include below installations:

chronos: chronos only
chronos[full]: chronos with all dependencies
chronos-inference-tf: only include code for tensorflow inference and dependencies.
chronos-inference-torch: only include code for pytorch inference and dependencies.

Note that the inference package should be light-weight, minimizing memory occupied, to support running on user device.

shane-huang commented 2 years ago

Inference pipeline might have size requirements. We may need to measure the size of the installation.