From 1a1b20776066bd96801332952e11785d0471cff3 Mon Sep 17 00:00:00 2001
From: Gabriela Cervantes <gabriela.cervantes.tellez@intel.com>
Date: Tue, 15 Aug 2023 17:46:44 +0000
Subject: [PATCH] docs: Add Tensorflow Resnet50 documentation

This PR adds the Tensorflow Resnet50 documentation.

Signed-off-by: Gabriela Cervantes <gabriela.cervantes.tellez@intel.com>
---
 tests/metrics/machine_learning/README.md | 13 +++++++++++++
 1 file changed, 13 insertions(+)

diff --git a/tests/metrics/machine_learning/README.md b/tests/metrics/machine_learning/README.md
index f55adba207..1872e9150d 100644
--- a/tests/metrics/machine_learning/README.md
+++ b/tests/metrics/machine_learning/README.md
@@ -47,3 +47,16 @@ $ cd metrics/machine_learning
 $ ./tensorflow_mobilenet_benchmark.sh 25 60
 ```
 
+# Kata Containers TensorFlow `ResNet50` Metrics
+
+`ResNet50` is an image classification model pre-trained on the `ImageNet` dataset.
+Kata Containers provides a test for running `ResNet50` inference using Intel optimized
+`TensorFlow`.
+
+## Running the `TensorFlow` `ResNet50` test
+Individual test can be run by hand, for example:
+
+```
+$ cd metrics/machine_learning
+$ ./tensorflow_resnet50_int8.sh 25 60
+```