Deep Learning and Workflows — It *Can* Get Easier!
/via https://xkcd-excuse.com/ If you’ve built out anything with Deep Learning, you pretty much know how the drill goes right? You 1. Start off with a basic workflow. Or, alternatively, copy over a workflow from something you did previously, and mess with it for a while before you realize that it doesn’t quite match what you’re doing, throw it away, and then, well, Start off with a basic workflow . 2. Start tweaking the workflow . There’s a step over here that takes way too long and needs to be optimized, there’s a step over there where you need to change a parameter, and so on. 3. Wait a lot . Seriously, that’s pretty much 99% of what you’re doing. Waiting. - 3- is really quite the killer. Every time you tweak the workflow, every time , you run the whole damn thing again. Which is really quite ridiculous, because, really, the entire pipeline can take quite a while to run. It’s actually quite a bit wor...