Is it possible to set GPU affinity for a mixed precision NN, with FP32 and FP16 going to different GPUs?
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I have a GTX 1080 and an RTX 2080. I want to train using both, but since the RTX can handle FP16 twice as fast, I'd like to set it up so that the training is multi-GPU and the RTX handles the FP16 layers and the GTX handles the FP32 layers.
Is this possible under tensorflow, pytorch, or keras?
keras tensorflow nvidia
asked 5 mins ago
Mike ManhMike Manh
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$begingroup$
I have a GTX 1080 and an RTX 2080. I want to train using both, but since the RTX can handle FP16 twice as fast, I'd like to set it up so that the training is multi-GPU and the RTX handles the FP16 layers and the GTX handles the FP32 layers.
Is this possible under tensorflow, pytorch, or keras?
keras tensorflow nvidia
asked 5 mins ago
Mike ManhMike Manh
1
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I have a GTX 1080 and an RTX 2080. I want to train using both, but since the RTX can handle FP16 twice as fast, I'd like to set it up so that the training is multi-GPU and the RTX handles the FP16 layers and the GTX handles the FP32 layers.
Is this possible under tensorflow, pytorch, or keras?
keras tensorflow nvidia
asked 5 mins ago
Mike ManhMike Manh
1
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I have a GTX 1080 and an RTX 2080. I want to train using both, but since the RTX can handle FP16 twice as fast, I'd like to set it up so that the training is multi-GPU and the RTX handles the FP16 layers and the GTX handles the FP32 layers.
Is this possible under tensorflow, pytorch, or keras?
keras tensorflow nvidia
keras tensorflow nvidia
asked 5 mins ago
Mike ManhMike Manh
1
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 mins ago
Mike ManhMike Manh
1
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 mins ago
Mike ManhMike Manh
1
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 mins ago
Mike ManhMike Manh
1
asked 5 mins ago
Mike ManhMike Manh
1
1
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Mike Manh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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add a comment |
add a comment |
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