El próximo curso 2020/2021, la Universidade da Coruña (UDC) y la Universidade de Santiago (USC), en colaboración con el Centro de Supercomputación de Galicia (CESGA) continuarán ofertando el Máster en Computación de Altas Prestaciones (Máster HPC). El Máster consta de 60 créditos, así que su duración es de un solo curso académico. El Máster puede [...]
The Galician Supercomputing Center (CESGA) will invest 7 million euros in FinisTerrae III, a new supercomputer that will multiply the computing capacity of the current Finisterrae II by six, while providing huge storage capacity, thus reinforcing the cutting-edge service that the center provides to researchers and the Galician industry. The investment was approved last Friday, [...]
One version of the official TensorFlow (TF) performance Benchmark was downloaded from TF webpage and prepared to run on Finis Terrae II (FT2) supercomputing infrastructure from CESGA. This report shows the achieved results on this CESGA supercomputing facilities.
One of the most powerful characteristics of Google API for Machine Learning TensorFlow is its capability for distributed computation that allow users to automatically distribute the training process in different computing machines. Despite the fact that the implementation of these characteristics is relatively straightforward, their deployment in a typical High Performance Infrastructure based on queue [...]
This technical report will try to give an overview of different profiling tools, both open-source and commercial. Some of them are currently available in FinisTerraeII supercomputer, so a brief usage of this tools will be shown too. This report will give a point of reference to start to use this tools, and at the same [...]
The purpose of this Technical Report is analyze, debug & benchmark the BigData platform installed at CESGA by running Spark-based ML algorithms over public datasets with different resource allocation (number of executors, number of cores, memory per executor, memory for driver, etc.).
This internal technical document reports the hyper-parametric search for the proposed Neural Network model using Tensorflow and Finis Terrae II. The NN model helps to manage the process of Laser Metal Deposition based on the thermal images from a thermal camera attached to the laser header that record a complete process. This case is an [...]