InterDigitalInc / CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

Home Page:https://interdigitalinc.github.io/CompressAI/

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

The default batch size is 10 times the input batch size

battlepeace opened this issue · comments

Thank you for your work. I found the default batch size is 10 times the input batch size.
Is this your setting, and what's the point of doing so? Where can I find it?

What are you referring to by the "default batch size" and "input batch size"?

The examples/train.py specifies a training batch size of 16:

parser.add_argument(
"--batch-size", type=int, default=16, help="Batch size (default: %(default)s)"
)

The documentation states:

Models were trained with a batch size of 16 or 32

I mean, when I'm training, the batch size I specify is 16, but when I print out a file, it's 160 times. Is this your setting?
image

That's probably just the default interval for printing the progress bar.

https://github.com/tqdm/tqdm#documentation

The actual batch size is still 16, which you can check by printing out x.shape.

Thank you very much for your answer. I wish you a happy life and work