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Running AlexNet (Old)
Charles Siegel edited this page Mar 28, 2017
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MaTEx provides a script -- src/deeplearning/mpi-tensorflow_alexnet.py -- that will train AlexNet using multiple CPU, GPU compute nodes. It takes two parameters --train_data and --test_data with the arguments a pair of PNetCDF files containing the ILSVRC2012 training and validation sets.
Getting Started on MaTEx-TensorFlow
- Required Software
- Installing MaTEx-TensorFlow on CPU Clusters
- Installing MaTEx-TensorFlow on GPU Clusters
- MaTEx-TensorFlow on Older glibc(v<2.19)
- DataSet Reader
- Testing Scripts
- Performance
- Running on PNNL Systems
- Running on NERSC Systems
- Restarting the MaTEx TensorFlow environment