Batch splitting can be a pain, but it’s worth getting right. I usually go for equal-sized batches, but if your data’s imbalanced, stratified sampling is a game-changer.
For tools, I’d recommend Keras’ `ImageDataGenerator` if you’re working with images. It handles batching, shuffling, and even data augmentation. Also, don’t forget to monitor your GPU usage—batch size can really impact performance.
For tools, I’d recommend Keras’ `ImageDataGenerator` if you’re working with images. It handles batching, shuffling, and even data augmentation. Also, don’t forget to monitor your GPU usage—batch size can really impact performance.