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Ok , so I just realized that CTranslate2 has some support for oneDNN already (CPU only) , so oneDNN which also aims to support both Intel and AMD GPU's would probably be the way to go with any efforts to support mode backends. But as mentioned here #1072 , this would still require some significant work.
Should have done a bit more research before opening this ticket in the first place. Closing it.
It would be great with better GPU supports for non discrete GPU's . One idea would be to support OpenVino GPU plugin
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