About training time

[s0mnus112]

Hello!
I wanted to ask about your training time,I only ran 50 epochs in 12 hours while training the semi model.

[Yanfeng-Zhou]

Training time is related to many factors, such as GPU, dataset scale, model size, image size, etc. You need provide some detailed experimental settings so that I can judge whether this is reasonable.

[s0mnus112]

Thank you！
I used 4 RTX 3090（24GB），and i changed the batch_size to 8，It's still training slowly. I think maybe my dataset is too big,It's contains 24000 256*256 images.

[Yanfeng-Zhou]

You are right. For a dataset containing 24,000 256×256 images, it is a normal speed.I suggest reducing the image size during training, such as 256→128, reducing the total epochs, and increasing the batch size.

[s0mnus112]

Thank you so much!!🤞