/Tag: TensorFlow

Integrating Neural Network Parallel Training using Tensorflow with SLURM

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 [...]

2020-03-11T13:40:08+02:0020/9/2018|Tags: , , , |

Hyper-parametric search using HPC infrastructures for Tensorflow

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 [...]

2020-03-12T12:19:05+02:007/9/2017|Tags: , , , |