@@ -27,9 +27,26 @@ The Remote Sensing Application trains a multispectral (not only RGB channels but
### Application training with Elastic Horovod
+ Horovod must be installed with **Gloo** to use Elastic Horovod.
+ Use Scripts **config.py**, **prepare_data_mixup.py**, and **normalization_array** that are available in /scripts folder
+ Run **elastic_training.py** to start training, training and validation scores and losses visible in the output file, available in /Elastic Horovod folder
+ Run **elastic_training.py** to start training, training and validation; scripts available in /Elastic Horovod folder; scores and losses visible in the output file
+**jobscript_elastic.sh** is an example job script to run the application with Elastic Horovod on UNITO
### Instructions to run Remote Sensing App with Hercules on Torino cluster using Spack.
#### Install Hercules with Spack.
+spack install hercules
+ Use Scripts **config.py**, **prepare_data_mixup.py**, and **normalization_array** that are available in /scripts folder
#### Edit Hercules' configuration file available in /Ad-hoc Storage Systems/Hercules folder.
+ Change the paths
#### Run the slurm script available in /Ad-hoc Storage Systems/Hercules folder.