RuntimeError: CUDA out of memory.

[StetchPlane]

pytorch=1.10
cuda=9.0
This error is displaying while running "python widerface_val.py"
Can you tell me where the problem is?

Testing image 1/3226 0_Parade_marchingband_1_465.jpg....
Traceback (most recent call last):
File "widerface_val.py", line 306, in
test_widerface()
File "widerface_val.py", line 293, in test_widerface
[det2, det3] = multi_scale_test(image, max_im_shrink)#min(2,1400/min(image.shape[0],image.shape[1]))) #multi-scale test
File "widerface_val.py", line 104, in multi_scale_test
det_b = detect_face(image, bt)
File "widerface_val.py", line 60, in detect_face
y = net(x)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cqupt/.conda/envs/w_py36/FaceDetection-DSFD/face_ssd.py", line 238, in forward
conv5_3_x = self.layer3(conv4_3_x)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/container.py", line 92, in forward
input = module(input)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/container.py", line 92, in forward
input = module(input)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torchvision/models/resnet.py", line 98, in forward
out = self.conv2(out)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/module.py", line 493, in call
result = self.forward(*input, **kwargs)
File "/home/cqupt/.conda/envs/w_py36/lib/python3.6/site-packages/torch/nn/modules/conv.py", line 338, in forward
self.padding, self.dilation, self.groups)
RuntimeError: CUDA out of memory. Tried to allocate 12.00 MiB (GPU 0; 10.76 GiB total capacity; 9.63 GiB already allocated; 7.06 MiB free; 358.29 MiB cached)

[Jian]

Your pytorch is 1.10, our pytorch is 0.3.
If you just want to do evaluation, add torch.set_grad_enabled(False) inside test_oneimage() function (at the beginning of the function).

[StetchPlane]

Can you tell me the specific version of Python you use?