New Java Inference API

2018-05-09 Thread Andrew Ayres
Hi all, There has been a lot of interest expressed in having a Java API for doing inference. The general idea is that after training a model using python, users would like to be able to load the model for inference inside their existing production eco-system. We've begun exploring a few options

Re: Problems with test_sparse_operator.test_sparse_mathematical_core

2018-05-09 Thread Marco de Abreu
Hi Haibin, auto scaling is currently not enabled on MXNet Apache CI. This only happens on my test environment. Thanks for the hint with Scipy, I will definitely look into this! That's a good idea. I have spoken to Steffen in the last days and we brainstormed some ideas how to handle test

Re: Problems with test_sparse_operator.test_sparse_mathematical_core

2018-05-09 Thread Haibin Lin
Hi Marco, Is auto scaling already enabled on mxnet apache CI, or this is only happens on your setup? I see the test is using scipy. Do both environments have the same version of scipy installed? I recently see lots of test failures on mxnet master. One thing on my wish list is a database which

Problems with test_sparse_operator.test_sparse_mathematical_core

2018-05-09 Thread Marco de Abreu
Hello, I'm currently working on auto scaling and encountering a consistent test failure on CPU. At the moment, I'm not really sure what's causing this, considering the setup should be identical.