2026-10-09 · America/Los_Angeles · 社区动态 · #19

Woven by Toyota MLE Interview - PyTorch Debugging [D]

I have an upcoming interview with Woven by Toyota for an MLE perception role. I was told the round would be focused on ML coding/debugging. Specifically, I was told to focus on Python fundamentals, PyTorch, tensor operations and dimensions/shapes, common model-training code patterns, and debugging ML code. Here are some common ways I've studied: Asking Claude to walk me through transformer, ViT, and CNN architectures (a basic one and U-Net) for my preparation. I would trace the shapes all the way through. Getting familiar with broadcasting rules (start from the left, see if the dimensions…

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