[Converge] TensorFlow Performance with 1-4 GPUs

Ref: TensorFlow Performance with 1-4 GPUs -- RTX Titan, 2080Ti, 2080, 2070, GTX 1660Ti, 1070, 1080Ti, and Titan V

 

CNN [ResNet-50] fp32, fp16 and RNN [Big LSTM] job Batch Sizes for the GPU's tested

GPU	ResNet-50 FP32 batch size	RedNet-50 FP16 (Tensor-cores) batch size	Big LSTM batch size
RTX Titan	192	384	640
RTX 2080 Ti	64	128	448
RTX 2080	64	128	256
RTX 2070	64	128	256
GTX 1660 Ti	32	64	128
Titan V	64	128	448
GTX 1080 Ti	64	N/A	448
GTX 1070	64	N/A	256