Load on laptop CPUs about pytorch-cyclegan-and-pix2pix HOT 6 CLOSED

Add a hint for those who searched 'time' to get here:
'It takes 3-4 hours for pix2pix training on facades datasets with a Nvidia GTX 1080 GPU.'

which means that if you use a desktop nvidia gpu, like GTX 745 I am using, It has a 4GB vram (50% of the GTX1080), then it shall use 6-8 hours IF ONLY CONSIDERS THE BATCH SIZE LOSS

And If you are using cpu, consider a desktop i7 with enough RAM , it is about 48-64 hours in total (800% time consuming)

for a laptop 4GB RAM, you need to reduce the batch size, which is ... even slower, and if you are using i5-laptop-version, please save your time and don't even try

from pytorch-cyclegan-and-pix2pix.

I am not sure if PyTorch supports AMD GPUs. You can train your model on the Intel CPUs, But it will be quite slow. I haven't trained any model on an everyday use laptop by myself.

from pytorch-cyclegan-and-pix2pix.

How much time does it take on your computer?

from pytorch-cyclegan-and-pix2pix.

It takes 3-4 hours for pix2pix training on facades datasets with a Nvidia GTX 1080 GPU.

from pytorch-cyclegan-and-pix2pix.

Haven't you saved the model? so that we can use it without training?

from pytorch-cyclegan-and-pix2pix.

There are a few pix2pix and cyclegan models available. See this post on pre-trained models for more details.

from pytorch-cyclegan-and-pix2pix.