156 - How to limit GPU memory usage for TensorFlow?

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A very short video to explain the process of assigning GPU memory for TensorFlow calculations.

Code generated in the video can be downloaded from here:
  1. DigitalSreeni
  2. microscopy
  3. python
  4. image processing
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Комментарии
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This would work if old motherboard's most recent BIOS only supports 1024 mb of VRAM and GPU won't work because it's 2 GB VRAM?

nonoyobussiness
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I don't know, for programming. But for games, the reported memory usage in "Task manager", isn't necessary what is used, only what is allocated. You have to use a program like GPU-Z or MSI Afterburner, to see the actual memory usage.
Some games are opportunistic, and will reserve all available memory, even if it isn't using it. I guess the same is true, when it comes to programming tools. However, just because it is allocated, doesn't mean that it won't be released for something else, if necessary...

LisaSamaritan
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Working with 50gb dataset but have got 24GB VRAM GPU gives OOM, can I handle it with such configurations?

AegeanEge
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For 88gb dataset how much GPU required as 2gb is inof

asifullah
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don't work with tensorflow v2.5.0 version

airdoubleone
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It will be really appreciate it if you can make a video of how to install a GPU

abdulrahmanmohammed