White Papers

Copyright © 2017 Dell Inc. or its subsidiaries. All Rights Reserved. Dell, EMC, and other trademarks are trademarks of Dell Inc. or its subsidiaries. Other trademarks may be
the property of their respective owners. Published in the USA. Dell EMC believes the information in this document is accurate as of its publication date. The information is
subject to change without notice.
Ready Solutions Engineering Test Results
Figure 3: TensorFlow: Performance and speedup of V100
Conclusions
In this blog, we presented the deep learning performance and scalability of popular deep learning frameworks like Caffe2, MXNet and
Horovod+TensorFlow. Overall the three frameworks scale as expected on all GPUs within single R740 server.
348
513
739
1
1.47
2.12
0
1
1
2
2
3
0
100
200
300
400
500
600
700
800
1 V100 2 V100 3 V100
Speedup
Images/sec
Horovod+TensorFlow Resnet50