Comments (3)
GTX 1080TI, the memory is depend on your batch size.
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I check code and find that batch_size is equal to 32, iterations is 120000, image size is 640640; but the paper says that batch_size is equal to 16, iterations is 120000, image size is 600600. So I want to ask which setting you have used. Thanks.
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@hdjsjyl @Goingqs Using batchsize 32, I got the following error when run train.py, I use two 1080TI and 32G memory, can you help me out please?
THCudaCheck FAIL file=/pytorch/torch/lib/THC/generic/THCStorage.cu line=58 error=2 : out of memory
RuntimeError: cuda runtime error (2) : out of memory at /pytorch/torch/lib/THC/generic/THCStorage.cu:58
I understand that it is a gpu memory issue, but I use the same setting as yours, why can't I train with batch 32? I change batch size to 16, and now it works.
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Related Issues (20)
- shape error
- augmentations error HOT 1
- No such file or directory: '/home/guoqiushan/share/face_box/wider.list' HOT 1
- Cannot use the model HOT 1
- Anyone can get the result comparable to the model released? HOT 1
- shape error HOT 2
- Where can I download the original res50 weights?
- Please add a dropbox link for download as well
- about priors/anchors HOT 4
- @Goingqs I test the model on V100 machine, but got about 200ms/pic, single scale, and the test time is not stable, floating in 100ms to 700ms, any suggestion? HOT 4
- Size supporting HOT 1
- what gamma should be in learning rate decay HOT 2
- pytorch 0.3.1 runs well
- when I would like to test ,I got the error like this AttributeError: 'NoneType' object has no attribute 'shape' andcan you help me?
- RuntimeError: expected type torch.cuda.FloatTensor but got torch.FloatTensor HOT 2
- RuntimeError: cuda runtime error (38) : no CUDA-capable device is detected at /opt/conda/conda-bld/pytorch_1549635019666/work/aten/src/THC/THCGeneral.cpp:51
- when i test ,RuntimeError: CUDA out of memory. Tried to allocate 10.62 MiB (GPU 0; 5.77 GiB total capacity; 4.84 GiB already allocated; 2.69 MiB free; 109.45 MiB cached
- annoPath
- test AP
- Error in layers/functions/box_utils HOT 1
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