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Hi !

trains 0.16.2 is finally out with the new pipelines interface!
Check out the new example https://github.com/allegroai/trains/blob/master/examples/pipeline/pipeline_controller.py .
The full release notes are available https://github.com/allegroai/trains/releases/tag/0.16.2

trains-agent 0.16.1 is also out with improved pip 20+ support (see https://github.com/allegroai/trains-agent/releases/tag/0.16.1 )

A few things we are working on:
Free "Trains-server as a Service" for individual researchers and small teams (more on that soon 🙂 ) Data management / versioning built into trains! Improvements to the main experiment table Experiment lineage (e.g. tracing back cloned experiments etc.) Experiment summary reporting trains-agent venv caching And probably a few more :)

We are also looking into name change (yes, see Siberian Railroads 😄 ), we will keep updating... 🚆 🏁

Posted 3 years ago
Votes Newest

Answers 2

Very cool! Looking foward to the trains-agent venv caching 🤩

Posted 3 years ago

Almost forgot, pipeline screenshot 🙂

Posted 3 years ago