Arto's Notes re: GPUs

Table of Contents

GPUs are useful for, among other things, the following:

NVIDIA

GeForce 10 series (Pascal)

GPU Model GPU Cores GPU Speed RAM Type RAM Size RAM BW TBP Launched MSRP
GTX 1050 640× 1,354 MHz GDDR5 2 GB 112 GB/s 75W Q4/2016 $109
GTX 1050 Ti 768× 1,290 MHz GDDR5 4 GB 112 GB/s 75W Q4/2016 $139
GTX 1060 3GB 1,152× 1,506 MHz GDDR5 3 GB 192 GB/s 120W Q3/2016 $199
GTX 1060 6GB 1,280× 1,506 MHz GDDR5 6 GB 192 GB/s 120W Q3/2016 $249
GTX 1070 1,920× 1,506 MHz GDDR5 8 GB 256 GB/s 150W Q2/2016 $399
GTX 1070 Ti 2,423× 1,607 MHz GDDR5 8 GB 256 GB/s 180W Q4/2016 $449
GTX 1080 2,560× 1,607 MHz GDDR5X 8 GB 320 GB/s 180W Q2/2016 $549
GTX 1080 Ti 3,584× 1,480 MHz GDDR5X 11 GB 484 GB/s 250W Q1/2016 $699
Titan X 3,072× 1,075 MHz GDDR5X 12 GB 337 GB/s 250W Q3/2016 $1,200
Titan Xp 3,840× 1,405 MHz GDDR5X 12 GB 548 GB/s 250W Q2/2017 $1,200

Tesla Volta series (Volta)

GPU Model GPU Cores GPU Speed RAM Type RAM Size RAM BW TBP Launched MSRP
Titan V 5,120× 1,200 MHz HBM2 12 GB 653 GB/s 250W Q4/2017 $2,999

AMD

Radeon RX Vega series (GCN 5th gen)

GPU Model GPU Cores GPU Speed RAM Type RAM Size RAM BW TBP Launched MSRP
Radeon RX Vega 56 3,584× 1,156 MHz HBM2 8 GB 410 GB/s 210W Q3/2017 $399
Radeon RX Vega 64 4,096× 1,247 MHz HBM2 8 GB 484 GB/s 295W Q3/2017 $499

Radeon Instinct series

GPU Model GPU Cores GPU Speed RAM Type RAM Size RAM BW TBP Launched MSRP
Radeon Instinct MI6 2,304× ? MHz GDDR5 16 GB 224 GB/s 150W Q2/2017 $2K?
Radeon Instinct MI8 4,096× ? MHz HBM 4 GB 512 GB/s 175W Q2/2017 $3K?
Radeon Instinct MI25 4,096× ? MHz HBM2 16 GB 484 GB/s 300W Q2/2017 $7.8K?