RuntimeError: CUDA error: out of memory

[2679622694]

This is problem feedback：
Traceback (most recent call last):
File "main.py", line 188, in
main()
File "main.py", line 167, in main
outputs = model(inputs.unsqueeze(0))
File "/home/zjh/anaconda3/envs/psmnet/lib/python3.7/site-packages/torch/nn/modules/module.py", line 477, in call
result = self.forward(*input, **kwargs)
File "/home/zjh/DeepLabv3.pytorch-master/deeplab.py", line 193, in forward
x = self.layer1(x)
File "/home/zjh/anaconda3/envs/psmnet/lib/python3.7/site-packages/torch/nn/modules/module.py", line 477, in call
result = self.forward(*input, **kwargs)
File "/home/zjh/anaconda3/envs/psmnet/lib/python3.7/site-packages/torch/nn/modules/container.py", line 91, in forward
input = module(input)
File "/home/zjh/anaconda3/envs/psmnet/lib/python3.7/site-packages/torch/nn/modules/module.py", line 477, in call
result = self.forward(*input, **kwargs)
File "/home/zjh/DeepLabv3.pytorch-master/deeplab.py", line 119, in forward
out = self.conv2(out)
File "/home/zjh/anaconda3/envs/psmnet/lib/python3.7/site-packages/torch/nn/modules/module.py", line 477, in call
result = self.forward(*input, **kwargs)
File "/home/zjh/anaconda3/envs/psmnet/lib/python3.7/site-packages/torch/nn/modules/conv.py", line 301, in forward
self.padding, self.dilation, self.groups)
RuntimeError: CUDA error: out of memory

I have changed batchsize，but the problem has not been solved

[chenxi116]

The information you have provided is not enough for me to diagnose the problem for you. For example, what's your GPU memory size? How big are the images you are using? What is the batch size you are using? Have you tried a very small batch size like 2?