Task: Compare Batch Normalization After Input Layer vs. Manual Input Normalization
Task: Compare Batch Normalization After Input Layer vs. Manual Input Normalization: a task in Terminal-Lego-15k (Harbor dataset). Investigate whether using a Batch Normalization layer immediately after the input layer can serve as a replacement for manual input data normalization (e.g…
The task
Investigate whether using a Batch Normalization layer immediately after the input layer can serve as a replacement for manual input data normalization (e.g., standardization to zero mean and unit variance). Build two Keras models using the functional API, train them on a synthetic dataset with unnormalized features,…
Part of PrimeIntellect/Terminal-Lego-15k.