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microsoft / Recursive-Cascaded-Networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration
https://arxiv.org/abs/1907.12353
MIT License
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Some problems encountered while running the GPU version #13

Closed CGC1031 closed 4 years ago

CGC1031 commented 4 years ago

Dear author, I am a graduate student from suzhou, China. Thank you for your contributions.I was able to successfully implement your work on the CPU, but there was a problem running on the GPU that I couldn't solve.Based on the error, I guess there is something wrong with the versions of tensorflow and keras. Could you tell me What versions of tensorflow/tensorflow-gpu/keras/cuda/cudnn/ is supported/expected? Sincerely looking forward to hearing from you soon. My settings :python36,tensorflow=1.13.1,tensorflow-gpu=1.4.0,cuda=10.0,cudnn=7.4.1,keras=2.3.1, NVIDIA F=GeFroce RTX 2080 Ti，but it is faild. ERRORS: QQ图片20200324215315 QQ图片20200324215327

zsyzzsoft commented 4 years ago

Try to uninstall tensorflow 1.13.1 and tensorflow-gpu, and then reinstall tensorflow-gpu 1.4. Not sure whether the existence of a higher version of "tensorflow" causes the problem.

CGC1031 commented 4 years ago

Thank you very much for your reply. I finally upgraded the tensorflow-gpu from 1.4.0 to 1.13.0, and finally succeeded.I hope this method can help others with the same problem.