Nice Blog Sir. Instead of using the shuffle, Its better to use `sampler = RandomSample(dataset, replacement=False, num_sample=len(dataset)` which helps us to use every sample only for once.
The only point why I can think of the transformations can be good on fly, is to have augmentations, cause if in every epoch transformations are applied, then it might be good for robustness. The only worry one could have is do they want their transformed data in first epoch transformed again or not.
Maybe you will clarify this in next blog, just thought to share my thoughts
Thanks 👍
Nice Blog Sir. Instead of using the shuffle, Its better to use `sampler = RandomSample(dataset, replacement=False, num_sample=len(dataset)` which helps us to use every sample only for once.
Pretty Awesome,
Thanks for pointing it out :)
The only point why I can think of the transformations can be good on fly, is to have augmentations, cause if in every epoch transformations are applied, then it might be good for robustness. The only worry one could have is do they want their transformed data in first epoch transformed again or not.
Maybe you will clarify this in next blog, just thought to share my thoughts