Not enough Vram

[deama]

Hello,

So I've tried ESRGAN with higher resolution images, such as 1280x720, but it says that my GPU (970gtx) doesn't have enough VRAM to process it. Is there a way to make the higher resolution images work with my GPU? Maybe someway to cache the data?
I tried the CPU option, but even with 16GB of RAM, it still says not enough memory.

[rgaliardi]

Hi, Not that I know of, just making GPU array or NVIDIA 1080GT. Em qui, 20 de dez de 2018 às 17:29, deama <[email protected]> escreveu:

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Hello, So I've tried ESRGAN with higher resolution images, such as 1280x720, but it says that my GPU (970gtx) doesn't have enough VRAM to process it. Is there a way to make the higher resolution images work with my GPU? Maybe someway to cache the data? I tried the CPU option, but even with 16GB of RAM, it still says not enough memory. — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#14>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AIbVnNN4P6tYY-obYyf8E2zI9R0MtNzEks5u6-UzgaJpZM4ZcyDS> .

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[xinntao]

Hi @deama,
It indeed consumes much GPU memory resources.
One solution is to crop the large images into several small sub-images, like 500*500, with overlapping. After processing for each sub-images, merge these sub-images into a large one.

[eraffaelli]

Someone on reddit did a script for that if you want to try it (I have not tested it myself)