Vladimir Kuzmin

Self-contained JAR with OS-Arch specific native libraries

5

### Summary: Improve current fat jar to make it completely self-contained JAR with OS-Arch specific native libraries. New "fat" JAR has embedded resources with JNI library, Neuropod Core and Backend...

## Bug - Using OPE: no - Neuropod backend TensorFlow, CPU Found during benchmark that in IPE mode TF backend reports warning on every request that itself affects performance: neuropod/backends/tensorflow/tf_tensor.cc:140:...

Save platform version that were used to train model and generate "binary" data

2

## Feature Add metadata attribute "native platform version" as indirect specification for model's data format and platform that was used to generate data. Tensorflow and Torchscript models has binary data...

Parent process to update of NEUROPOD_BASE_DIR doesn't affect "register backend" IPE and OPE mode.

1

## Bug New env. var NEUROPOD_BASE_DIR allows to specify location where register backend searches for backends. I tried to update NEUROPOD_BASE_DIR from parent process at the very beginning (used setenv...

[cleanup] Clear and make consistent "pytorch" model nature

1

It seems that PyTorch models in Neuropod universe allows some "variant reading". This is a result of historical reasons when neuropod didn't have separate Backend projects and user could care...

[java] Generate self-contained jar with OS-Arch specific native libraries (JNI, Core and Backend)

2

## Feature Support fat, fully self-container Neuropod API jar with OS-Arch specific resources that has JNI lib, Neuropod Core and TF, Torchscript backends. Note that currently Bazel build has target...

I looked at "Best practices for using the Java Native Interface" https://developer.ibm.com/technologies/java/articles/j-jni/ and found reasonable advises: 1. "For new JNI code validate that there is a check for an exception...

Add a C API to Neuropod

2

## Feature C API We don't expect that somebody is using C API directly. This will be used by future CGo API mostly. Connected to https://github.com/uber/neuropod/issues/294 ## Describe the solution...

Add "neuropod" tag to stackoverflow?

2

I suggest to add Support section to README.md that has a link to Issues and stackoverflow ``` ## Support Use [stackoverflow](http://stackoverflow.com/questions/tagged/neuropod) and/or [Github issues](https://github.com/uber/neuropod/issues). ``` If agree, feel free to...

## Feature Currently neuropod.backends.keras.packager and neuropod.backends.tensorflow.packager supports Tensorflow 1.x interface. It should provide support for Tensorflow 2.x, ideally it should be generic interface that allows client to work with 1.x...