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Kiteretsu77 avatar Kiteretsu77 commented on July 17, 2024 1

I think that this is because your 720x1280 input is too big for your GPU to handle TensorRT weight transfer. Generally, 720x1280 = 921,600 pixels, which is 3 times more pixels than 480x640=307200. It is a huge gap between these two resolutions.

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Kiteretsu77 avatar Kiteretsu77 commented on July 17, 2024 1

I can try to develop a new feature that the whole code runs with only partition frames (1/3 frame), which will not consider any full-frame mode. i.e. it only considers 1/3 of the original full frame memory for each neural network input. This may make higher-resolution image processing work on less GPU memory. However, this will slow down the program a little bit.

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My12123 avatar My12123 commented on July 17, 2024

This is not necessary, I can boot into the general memory of the GPU in case of an error.

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