README file updated

README.md

@@ -7,7 +7,7 @@ CIFAR10 benchmark:
 - Description: See README.md
 - Type: script
 - Language: python 3
-- Environment: python 3.6+, tensorflow, Keras
+- Environment: python 3.6+, Tensorflow, Keras
 - Tag:
 - Output: data files and visualization:
                - logs files (can be viewed via tensorboard)
@@ -18,3 +18,15 @@ CIFAR10 benchmark:
 ===============================================
 ===============================================
 
+ImageNet benchmark: 
+- Authors:
+          provided by Alberto Garcia Fernandez - <alberto.garcia-fernandez@idris.fr@idris.fr>
+- Description: See README.md
+- Type: script
+- Language: python 3
+- Environment: python 3.6+, Tensorflow, Caffe, Keras, Horovod
+- Tag:
+- Output: 
+- url: https://repository.prace-ri.eu/git/Data-Analytics/Benchmarks/tree/master/ImageNetUseCaseV2
+
+