Categoría: PyTorch
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Deben Ingenieros de Aprendizaje Automatico Hacer Unit Tests?
If you are looking for a tl;dr, the answer is yes. I somehow seem to run into engineers fairly frequently that think there is nothing to test in machine learning code or at least can’t imagine where one might need a test. Generally speaking, the argument is something like “It’s just a model. You just…
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Always Visualize A Batch From Your Data Loader
Here is one thing that every engineer working with AI hears at some point: Garbage In, Garbage Out However, despite that, something that I still see often enough in the Computer Vision industry and no doubt affects other machine learning disciplines as well is a complete lack of checking what is coming out of the…
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Einops: Make Your Life Easier (Mostly)
When working in PyTorch, you are often faced with the need to manipulate tensors of multiple dimensions into various shapes or maybe combine dimensions together. There’s a wealth of functions specifically for that too. To name a few, view, permutate, stack, tile, and concat are some of the most common ones, but the list goes…
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