Well-designed API-based services allow developers to move more quickly and focus on the unique differentiators of their applications.
Today, the company announced PyTorch 1.0, a new iteration of the framework that merges Python-based PyTorch with Caffe2 allowing developers to move from research to production in a more frictionless way without having to deal with migration.
Dibona asserted that open source can allow developers to move more quickly, with respect to bugs or building out features.
But Google's new Google Apps Groups Migration API now allows developers to create tools to move shared emails from any data source to their internal Google Groups discussion archives.
This is really just a fancy way of saying that it allows developers to ensure that as inputs move in a single direction, outputs move in the same direction.
This allows developers to swap in different implementation APIs as needed when they move between different networking stacks.
It allows developers to convert Caffe2, PyTorch, CNTK and other models into the Onnx format to move them between frameworks as necessary.
Being able to build an application for one platform that can be (relatively) easily moved to an entirely different platform allows developers to more properly control the risk of targeting multiple platforms.
Eclipse includes a run command that allows developers to test what they have made.
An Apple loophole also allows developers to take someone's entire photo library.
