MLBEDSW-7008: Update RELEASES.md, SUPPORTED_OPS.md and setup.py

- Update SUPPORTED_OPS.md with release version
- Update setup.py with release version
- Update RELEASES.md with release notes and comments

Change-Id: If5cd5525d8a52a13245940bfbb262db8c9e13003
Signed-off-by: Rickard Bolin <rickard.bolin@arm.com>
diff --git a/RELEASES.md b/RELEASES.md
index f930031..51df63f 100644
--- a/RELEASES.md
+++ b/RELEASES.md
@@ -5,6 +5,34 @@
 fixed.  The version numbering adheres to the
 [semantic versioning](https://semver.org/) scheme.
 
+## Release 3.6.0 - 23/11/2022
+
+** Main feature changes:**
+
+* New operator support: RESIZE_BILINEAR (Half-Pixel Centers), RESIZE_NEAREST_NEIGHBOR
+  (Half-Pixel Centers), PReLU
+* Add support for dilation >2 for CONV_2D and DEPTHWISE_CONV_2D kernels
+* Improve per-layer performance estimation reporting and documentation
+* Ethos-U65 performance improvements
+* Fixed SIGSEGV crash from weight codec
+* Fixed installation problems on AArch64 with Python 3.8
+* Upgrade TensorFlow Lite support to version 2.10
+  * Under certain circumstanced the optimised model may not match TensorFlow 2.10
+    for int16x8 CONV2D, TRANSPOSE_CONV2D and FULLY_CONNECTED, see
+    <https://github.com/tensorflow/tensorflow/issues/53763> for more information
+
+**Interface changes:**
+
+* None
+
+**Reported defect fixes:**
+
+* Add support for multiple TFLite subgraphs (MLCE-907)
+* Add missing operators in Vela debug DB (MLCE-913)
+* Optimize fast storage for feature maps (MLCE-929)
+* Reshape bias tensor as 1D (MLCE-944)
+* Update offset calculation for Slice (MLCE-945)
+
 ## Release 3.5.0 - 23/08/2022
 
 **Main feature changes:**
diff --git a/SUPPORTED_OPS.md b/SUPPORTED_OPS.md
index 14c61b4..e74a29f 100644
--- a/SUPPORTED_OPS.md
+++ b/SUPPORTED_OPS.md
@@ -1,7 +1,7 @@
 # Supported Ops
 
 This file was automatically generated by Vela using the `--supported-ops-report` parameter.  
-Vela version: `3.6.0rc1.dev28+gd3d81b3`
+Vela version: `3.6.0`
 
 This file complies with
 [**Gitiles Markdown syntax**](https://github.com/google/gitiles/blob/master/Documentation/markdown.md)
diff --git a/setup.py b/setup.py
index ffa74e1..69a115a 100644
--- a/setup.py
+++ b/setup.py
@@ -41,7 +41,7 @@
 this_directory = os.path.abspath(os.path.dirname(__file__))
 with open(os.path.join(this_directory, "README.md"), encoding="utf-8") as f:
     long_description = f.read()
-    tag = "3.5.0"
+    tag = "3.6.0"
     url = f"https://review.mlplatform.org/plugins/gitiles/ml/ethos-u/ethos-u-vela/+/refs/tags/{tag}/"
     # Find all markdown links that match the format:  [text](link)
     for match, link in re.findall(r"(\[.+?\]\((.+?)\))", long_description):