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Deep Learning Engineer Interview Questions
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Formulas for cross-entropy and triplet loss. How does the margin in triplet loss affect training
a dynamic programming coding question
Can't say specifically, but something close would be like: Given this tensor, how would you normalize it, using 32 cores? Is mutex a good idea for this?
Implement multi headed self attention
- Provide a code review for some python code. - gpu optimization strategies for some cuda code. - discussion on the building blocks from DL api
Leetcode, optimization, benchmarking, unit testing, system design for benchmarking
How does batch normalization work in deep network training?
Add two numbers Schedule Actor play time
Technical details about neural networks for object classification. Very specific to a certain kind of architecture they are using.
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