out of memory

[rnunziata]

about the 44 frame processed ... run out of memory....running
python run_tracker.py -s DragonBaby -d
Any idea why this is happening?

    return torch.cat(inputs, self.dim)
RuntimeError: cuda runtime error (2) : out of memory at /b/wheel/pytorch-src/torch/lib/THC/generic/THCStorage.cu:66

[Adeel-Abdullah]

I've been getting the exact same error, I was using the nvidia gtx 960M of my laptop which has 2gb of memory, looks like 2gb is simply not enough for this. It'd be nice to know how much gpu memory we do require for running MDNet

[ahkarami]

I have also tested the code via 4 Gb GPU, but I got the below error:

File "../modules/model.py", line 40, in forward
    torch.cat((pad,pad,pad,pad,x_sq),2)),1)
RuntimeError: cuda runtime error (2) : out of memory at /opt/conda/conda-bld/pytorch_1512386481460/work/torch/lib/THC/generic/THCStorage.cu:58

[ahkarami]

Hi,
You can change parameter opts['batch_test'] = 256 in [options.py] file, and modify it into (for example) opts['batch_test'] = 25 to run the code via ~ 2GB GPU.

[ahkarami]

the default parameters needs ~ 5.5 Gb GPU memory.

[ciokan]

python run_tracker.py -s DragonBaby -d -f
THCudaCheck FAIL file=/pytorch/aten/src/THC/generic/THCStorage.cu line=58 error=2 : out of memory
Traceback (most recent call last):
  File "run_tracker.py", line 329, in <module>
    result, result_bb, fps = run_mdnet(img_list, init_bbox, gt=gt, savefig_dir=savefig_dir, display=display)
  File "run_tracker.py", line 146, in run_mdnet
    bbreg_feats = forward_samples(model, image, bbreg_examples)
  File "run_tracker.py", line 33, in forward_samples
    regions = regions.cuda()
RuntimeError: cuda runtime error (2) : out of memory at /pytorch/aten/src/THC/generic/THCStorage.cu:58

Titan X 12GB - the vcard goes to 20% on memory then this error pops out. Any ideas?