Self introduction resume-related questions: Tell your understanding to Transformer. What is GPT? (GPT-2 is enough) What should you do if sequence length is very long. Leetcode questions: longest common subsequence, construct rand(5) using rand(7).
Learning Technology Interview Questions
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one rest API, 2 Algo problem, one SQL, one linux
Ask about details of the architecture of transformers and vision transformers.
Ilustrate the architechture of Transformer model.
How do you pretrain BERT? Describe the procedure
Lots of open question and 3d object detection
The coding problem was 403. Frog Jump Leetcode problem.
Explain VAE architecture and what it does
The question requires decoding a string containing only numbers. The correspondence between numbers and letters is as follows: 'A' -> "1" 'B' -> "2" ... 'Z' -> "26" The task is to count how many different ways a string can be decoded. For example, the string "11106"can be decoded as: "AAJF"(decoded as 1 1 10 6) "KJF"(decoded as 11 10 6)
1. introduction 2. pick 2 projects to explain 3. why need to normalize input 4. batch norm 5. how pooling do the back prop 6. how to calculate auc, roc curve 7. auc and acc 8. flops calculation 9. quick sort (bug free)
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