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Company Question: Softmax

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 20, 2023

Companies: Apple Difficulty: Medium Frequency:  Low Question What is softmax?  Why don't we use the max function to simply pick the most likely output instead? Answer The softmax function transforms a…

Continue ReadingCompany Question: Softmax

Company Question: Cross-Entropy Loss

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 20, 2023

Companies: Amazon, Apple Difficulty: Medium Frequency:  Low Question Can you explain what is Cross-Entropy Loss? Answer Cross-entropy loss, also called log loss, measures the performance of a classification model by returning a…

Continue ReadingCompany Question: Cross-Entropy Loss

Company Question: Validation Accuracy

  • Post author:Stefan
  • Post category:Uncategorized
  • Post last modified:January 20, 2023

Companies: Apple Difficulty: Medium Frequency:  Low Question You submitted a job for training. After running for 100 Epochs, you see that the loss has stopped decreasing, but the validation accuracy is still…

Continue ReadingCompany Question: Validation Accuracy
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