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GPU Notes

Instance Types

AWS GPU Types:

Multi-instance GPU (MIG) can be:

  • p5.48xlarge - 8 x H100 Tensor Core
  • p4d.24xlarge - 8 x A100 Tensor Core

Time-slicing GPU can be any Nvidia type (as documented by Nvidia):

  • P3 - V100
    • p3.2xlarge - 1 x V100
    • p3.8xlarge - 4 x V100
    • p3.16xlarge - 8 x V100
  • P2 - K80
    • P2.xlarge - 1 x K80
    • P2.8xlarge - 8 x K80
    • P2.16xlarge - 16 x K80
  • G5g - T4G
    • g5g.{,2,4,8}xlarge - 1 x T4G
    • g5g.16xlarge, g5g.metal - 2 x T4G
  • G5 - A10G
    • g5.{,2,4,8,16}xlarge - 1 x A10G
    • g5.{12,24}xlarge - 4 x A10G
    • g5.48xlarge - 8 x A10G
  • G4dn - T4
    • g4dn.{,2,4,8,16}xlarge - 1 x T4
    • g4dn.48xlarge - 4 x T4
    • g4dn.metal - 8 x T4
  • G3 - M60
    • g3s.xlarge - 1 x M60
    • g3.4xlarge - 1 x M60
    • g3.8xlarge - 2 x M60
    • g3.16xlarge - 4 x M60

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