This code has only been tested with Python >= 3.6. It is also interesting to be notified when your training crashes in the middle of the process for unexpected reasons. Thus, it can be interesting to set up automatic notifications for your training.
Apart from a rough estimate, it is difficult to predict when the training will finish. When training deep learning models, it is common to use early stopping.
Is WireMock a free service? WireMock is completely free under the Apache 2.0 license.A small library to get a notification when your training is complete or when it crashes during the process with two additional lines of code. If you’re looking for a hosted version of WireMock, check out WireMock Cloud. Is WireMock open source? Yes, WireMock is a completely open source API mocking tool ( GitHub repo). Finally, WireMock is easy to integrate into any workflow due to its numerous extension points and comprehensive APIs. Responses of any complexity can be dynamically generated via the Handlebars based templating system. What makes WireMock unique? WireMock has a rich matching system, allowing any part of an incoming request to be matched against complex and precise criteria. How do you create an API mock? WireMock supports several approaches for creating mock APIs - in code, via its REST API, as JSON files and by recording HTTP traffic proxied to another destination. It can also be used to rapidly prototype APIs that don’t exist yet. When do you need to mock APIs? API mocking is typically used during development and testing as it allows you to build your app without worrying about 3rd party APIs or sandboxes breaking. What is API mocking? API mocking involves creating a simple simulation of an API, accepting the same types of request and returning identically structured responses as the real thing, enabling fast and reliable development and testing. FAQ What is WireMock? WireMock is a free API mocking tool that can be run as a standalone server, or in a hosted version via the WireMock Cloud managed service.
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