Good evening everyone 
This is my first time posting here and I’m a complete Python/Deep Learning noobie for the time being. so apologies in advance if I end up wasting your time after all with this whole Thread.
Anyways, some days ago I was able to successfully install the ESRGAN Upsaler (https://github.com/xinntao/ESRGAN 8) along with all of its prerequisites.
I tested my first image with my new RTX 2070 Super and the result came out in an astounding 4 seconds (considering that last time I tried it with a CPU it took 7 hours).
Unfortunately though, when I tried to replicate this whole process, the following error popped up in the Anaconda Prompt and which I would appreciate it extremely if anyone could help me resolve it:
Traceback (most recent call last):
File “test.py”, line 34, in 
output = model(img_LR).data.squeeze().float().cpu().clamp_(0, 1).numpy()
File “C:\Users\ctamv\Anaconda3\lib\site-packages\torch\nn\modules\module.py”, line 541, in call
result = self.forward(*input, **kwargs)
File “D:\2414FC7A.Viber_p61zvh252yqyr!Viber.Universal\ESRGAN-master\RRDBNet_arch.py”, line 75, in forward
fea = self.lrelu(self.upconv2(F.interpolate(fea, scale_factor=2, mode=‘nearest’)))
File “C:\Users\ctamv\Anaconda3\lib\site-packages\torch\nn\functional.py”, line 2500, in interpolate
return torch._C._nn.upsample_nearest2d(input, _output_size(2))
RuntimeError: CUDA out of memory. Tried to allocate 5.21 GiB (GPU 0; 8.00 GiB total capacity; 3.01 GiB already allocated; 2.66 GiB free; 336.43 MiB cached)
I have been trying for hours until now to solve this problem after visiting multiple other threads, but with no success (mostly because I don’t even know where to input PyTorch commands in the fist place, as the Anaconda Prompt doesn’t let me run them…)
Apologies again for my ignorance and thanks in advance for your help