Kata Containers provides a series of performance tests using the TensorFlow reference benchmarks (tf_cnn_benchmarks). The tf_cnn_benchmarks containers TensorFlow implementations of several popular convolutional models.
Individual tests can be run by hand, for example:
$ cd metrics/machine_learning
$ ./tensorflow.sh 25 60
Kata Containers provides a series of performance tests using Pytorch benchmarks based on a suite of Python high performance computing benchmarks.
Individual tests can be run by hand, for example:
$ cd metrics/machine_learning
$ ./tensorflow.sh 40 100