Deployment testing · Question 51 of 60
A model was compressed for an edge device and converted into another format. On the device it is faster, but some predictions deviate. Which test covers this, and what does it check?
2 answers are correct. Hard
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Answer
- A Model conversion testing
- B It checks predictive accuracy, consistent behavior and efficiency such as inference speed and memory usage after the conversion
Explanation
After conversion into a delivery format, the model must still predict as well, behave the same and run fast and lean enough, for example in terms of inference time and memory. If it delivers different predictions from before, consistency is violated.