Recommended GPU Instances
A GPU instance is recommended for most deep learning purposes. Training new models will be faster on a GPU instance than a CPU instance. You can scale sub-linearly when you have multi-GPU instances or if you use distributed training across many instances with GPUs.
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Amazon EC2 P3 Instances have up to 8 NVIDIA Tesla V100 GPUs.
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Amazon EC2 P2 Instances have up to 16 NVIDIA NVIDIA K80 GPUs.
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Amazon EC2 G3 Instances have up to 4 NVIDIA Tesla M60 GPUs.
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Check out EC2 Instance Types and choose Accelerated Computing to see the different GPU instance options.
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