Keras application network benchmark
Measure performance of the built-in Keras application networks: Inception-V3, ResNet50, VGG16, VGG19, Xception, and (in Keras 2.0.6 and later) MobileNet.
To install (this will install PlaidML:
pip install -r requirements.txt
To run a benchmark on a network:
python plaidbench.py [--plaid|--no-plaid] [--train] NETWORK
where NETWORK is one of the names "inception_v3", "resnet50", "vgg16", "vgg19", "xception", or "mobilenet". Use --train if you want to train, otherwise the benchmark will run inference.
By default, PlaidML is used as the backend. Specifying --no-plaid will utilize tensorflow,
if installed.