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Swig multi device #1574

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Swig multi device #1574

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shuheik
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@shuheik shuheik commented Jul 18, 2019

This pull request adds support for multi device with SWIG bindings.
It builds and all tests are passing on macOS CPU and Linux CPU/GPU.
A toy program I translated from train_xor-multidevice.cc to scala runs as expected, and my fairly complicated program which I wrote before multi-device support is functioning with these changes as well.
So I assume it doesn't break existing Scala codes at least.

* Cover more exceptions with %catches feature.

* Use more recent versions of Scala and dependencies.

* Some modification to get rid of deprecation warnings.
* Compiles and all tests pass, hopefully not broken
* improved Device
* update Expression.concatenate
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