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Running DL and sharing results is a huge pain. I feel versioning is a big challenge, also experiments with multiple architectures are a pain since large parts o
by sarthakjain 10y ago
Running DL and sharing results is a huge pain. I feel versioning is a big challenge, also experiments with multiple architectures are a pain since large parts of the same calculations are repeated. Do you also solve this problem? (Feature request if not)
- narenst 10y agoYes, our Enterprise offering allows for building more complex workflows. Everything (code, parameters, environment and data) is versioned for reproducibility. One of the big value-adds is efficient caching of parts of the pipeline to avoid repetitions and save resources. We have noticed that this usually results in 10x increase in the number of experiments run by teams.