Metadata
Technology & Computer Science Graduate Remember Medium
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Metadata

  • Subject

    Technology & Computer Science

  • Education level

    Graduate

  • Cognitive goals

    Remember

  • Difficulty estimate

    Medium

  • Tags

    optimization, SGD, momentum, Adagrad, RMSprop, Adam

  • Number of questions

    5

  • Created on

  • Generation source

    Fully autonomous and synthetic. Generation by GENO 0.1A using GPT-5-mini

  • License

    CC0 Public domain

  • Prompt

    Assess graduate-level recall of the mathematical update rules and primary hyperparameters for SGD, SGD with momentum, Adagrad, RMSprop, and Adam—including notation for parameters, gradients, velocity/accumulator terms, typical default values (e.g., learning rate, momentum, epsilon, decay/beta1/beta2) and the qualitative effect of tuning each hyperparameter within common deep-learning practice.
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Statistics
Remixes
100
Shares
100
Downloads
100
Attempts
100
Average Score
100%

Mock data used for demo purposes.