機器學習運算平台及性能 Machine Learning Computing Platform and Performance 2020

Google

Google Coral Edge TPU

Keron

Kneron

NVIDIA

NVIDIA Jetson

NVIDIA Jetson AGX Xavier

Volta GPU (512-core): 11 TFLOPS (FP16) | 22 TOPS (INT8)

DLA (dual set): 5 TFLOPS (FP16) | 10 TOPS INT8

RAM: 16GB LPDDR4x

Power: 10W/15W/30W

NVIDIA GeForce RTX 1650

2.7 TFLOPS (FP32)

RAM: 4GB GDDR5

Power: 75W

Price: NTD5290

NVIDIA GeForce RTX 2080 Ti

11.8 TFLOPS (FP32) 94 TFLOPS (FP16/32)

RAM: 11GB GDDR6

Power: 250W

Price: NTD32990

NVIDIA QUADRO RTX 4000

7.1 TFLOPS (FP32)

RAM: 8 GB GDDR6

Peak Power: 160 W

Price: NTD39900

NVIDIA QUADRO RTX 5000

11.2 TFLOPS (FP32)

RAM: 16 GB GDDR6

Peak Power: 265 W

Price: NTD78750

NVIDIA QUADRO RTX 6000

16.3 TFLOPS (FP32)

RAM: 24 GB GDDR6

Peak Power: 295 W

Price: NTD152250

NVIDIA Tesla T4

8.1 TFLOPS (FP32) | 65 TFLOPS (FP16/FP32) | 130 TOPS (INT8)

RAM: 16GB GDDR6

Power: 70W

Price: NTD81900

NVIDIA Tesla A100

9.7 TFLOPS (FP64) | 19.5 TFLOPS (FP32) | 156 TFLOPS (FP16/FP32) | 312 TFLOPS (FP16/FP32) (稀疏優化) | 312 TFLOPS (FP16) | 624 TFLOPS (FP16) (稀疏優化)

RAM: 40GB

Power: 250W

NVIDIA Tesla V100

7 TFLOPS (FP64) | 14 TFLOPS (FP32) | 112 TFLOPS (FP16/FP32)

RAM: 16/32GB

Power: 250W-300W

Price: NTD299000

[WiKi] List of Nvidia graphics processing units