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MaTEx News
abhinavvishnu edited this page Feb 14, 2017
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- Our paper comparing Intel KNL and nVIDIA DGX-1 is accepted for publication at ParLearning'17 Workshop.
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Charles Siegel paper on Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems at BigData'16.
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MaTEx-TensorFlow is now TensorFlow 0.12 compatible.
- Our paper on Adaptive Neuron Apoptosis for Accelerating Deep Learning on Large Scale Systems is accepted at IEEE Conference on BigData'16.
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Our research on Convergence of Machine Learning and Deep Learning for HPC Modeling and Simulation is funded by Advanced Scientific Computing Research (ASCR)!!.
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Our paper on Fault Tolerant Frequent Pattern Mining is accepted at HiPC'16.
3)Our proposal on Learning Control on Building Systems is accepted at Control of Complex Systems Initiative (CCSI).
- MaTEx team has received OLCF Director's discretionary award (1M core hours on OLCF Titan) for research on Extreme Scale Deep Learning using GPUs
- MaTEx supports distributed implementation of AlexNet with TensorFlow by using MPI.
- Our paper on Fault Tolerant Support Vector Machines is accepted at ICPP'16.
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