Join GitHub today
GitHub is home to over 28 million developers working together to host and review code, manage projects, and build software together.Sign up
MaTEx Deep Learning Performance
Experimental Testbed and Software Description:
Eight nodes, each of which has an Intel 20-core Haswell, InfiniBand FDR with OpenMPI 1.8.3, NVIDIA K40m GPUs using CUDA 7.5 and cuDNN 4.
Twenty nodes, each of which has an Intel 20-core IvyBridge, InfiniBand FDR with OpenMPI 1.8.4
We test AlexNet, GoogLeNet, InceptionV3 and ResNet50 networks.
Scaling of ImageNet Models relative to themselves on a single node, for testbeds 1 and 2 consisting, respectively, of GPUs and CPUs.