when i run the video.py ，i received this error

echonet / dynamic

EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.

https://echonet.github.io/dynamic

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when i run the video.py ，i received this error #21

Closed milktea-1 closed 3 years ago

milktea-1 commented 3 years ago

sorry to trouble you ,i wonder that did you run the video.py,i run 45 epochs succuessfully but receive this error RuntimeError: CUDA out of memory. Tried to allocate 5.38 GiB (GPU 0; 23.70 GiB total capacity; 11.14 GiB already allocated; 2.90 GiB free; 14.29 GiB reserved in total by PyTorch)。 my cmd modelname="r2plus1d_18", frames=32, period=2, pretrained=True, batch_size=8，run_test=True i run it using NVIDIA RTX3090 (24g) pytorch 1.7 and change the batch_size from 8 to 2 but no use。can you give me some help and what's your environment? Thank you very much

milktea-1 commented 3 years ago

convnet-ai commented 3 years ago

I have the same error. Weird. Was anyone able to run Echonet dynamic all the way through?

douyang commented 3 years ago

Unable to reproduce on 3090ti. Should not have significantly different VRAM use by epoch. Make sure to clear cache as needed.

1995Emma commented 3 years ago

Unable to reproduce on 3090ti. Should not have significantly different VRAM use by epoch. Make sure to clear cache as needed. I wonder if 2080 is ok. The codes could run on cpu, however when i use the gpu it raised "RuntimeError: CUDA out of memory. Tried to allocate 16.00 MiB (GPU 0; 11.00 GiB total capacity; 9.18 GiB already allocated; 11.94 MiB free; 9.23 GiB reserved in total by PyTorch)" . I tried different combination of the hyperparameters and it did not work. Has anyone run into the same problem?