Repository to benchmark the performance of Cloud CPUs vs. Cloud GPUs on TensorFlow(as Keras Backend), FloydHub and AWS.
floydhub_keras_cpu_gpu_benchmark.py contains the launcher script for running the complete benchmark on FH. (You have to be logged on FloydHub before you run it)
aws_gce_keras_cpu_gpu_benchmark.py [aws|gce] contains the launcher script for running the complete benchmark on AWS or GCE. Note: you must specifies the cloud service name as a script parameters.*
/test_files contains the test files.
/logs contains the performance output (CSV) for each test.
/analysis contains the Jupyter Notebook of the logs used to create the interactive data visualizations.
See the project page: here.
Max Woolf (@minimaxir)
MIT