Update version string and changelog (#3427)

CHANGELOG.md

@@ -8,6 +8,54 @@ All notable changes to this project will be documented in this file.
 
 ### Enhancements
 
+## \[v1.6.1\]
+
+### Enhancements
+
+- Update pymongo version to 4.6.3 for resolving CVE-2024-21506
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3396>)
+- Use torchvision in MRCNN on CUDA
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3347>)
+- Update IPEX version in installation guide documentation
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3343>)
+- Update benchmark
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3338>)
+- Bump idan version to 3.7
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3332>)
+- Support benchmark history summary
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3307>)
+- Pin pymongo version to 4.5.0
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3316>)
+- Upgrade MAPI
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3304>)
+- Add NMS iou threshold configurable parameter
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3287>)
+- Remedy some medium/low severity bandit issues
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3208>)
+- Update documentations
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3280>)
+- Add perf benchmark test cases for action and visual prompting
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3292>)
+
+### Bug fixes
+
+- Explicitly cast incorrect output type in OV model
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3395>)
+- Update QAT configs for rotated detection
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3375>)
+- Hotfix :wrench: Bypass ClsIncrSampler for tiling
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3374>)
+- [NNCF] Dynamic shape datasets WA
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3355>)
+- [Hotfix] :fire: Fixing detection oriented OV inferencer
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3351>)
+- Revert adaptive batch size
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3340>)
+- Fix e2e tests for XPU
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3305>)
+- Remove torch.xpu.optimize for semantic_segmentation task
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3172>)
+
 ## \[1.6.0\]
 
 ### New features

docs/source/guide/release_notes/index.rst

@@ -5,9 +5,37 @@ Releases
   :maxdepth: 1
 
 
-v2.0.0 (1Q24)
+v2.0.0 (2Q24)
 -------------
 
+v1.6.1 (2024.05)
+----------------
+
+Enhancements
+^^^^^^^^^^^^
+- Update pymongo version to 4.6.3 for resolving CVE-2024-21506
+- Use torchvision in MRCNN on CUDA
+- Update IPEX version in installation guide documentation
+- Update benchmark
+- Bump idan version to 3.7
+- Support benchmark history summary
+- Upgrade MAPI
+- Add NMS iou threshold configurable parameter
+- Remedy some medium/low severity bandit issues
+- Update documentations
+- Add perf benchmark test cases for action and visual prompting
+
+Bug fixes
+^^^^^^^^^
+- Explicitly cast incorrect output type in OV model
+- Update QAT configs for rotated detection
+- Hotfix :wrench: Bypass ClsIncrSampler for tiling
+- [NNCF] Dynamic shape datasets WA
+- [Hotfix] :fire: Fixing detection oriented OV inferencer
+- Revert adaptive batch size
+- Fix e2e tests for XPU
+- Remove torch.xpu.optimize for semantic_segmentation task
+
 v1.6.0 (2024.04)
 ----------------
 
@@ -59,7 +87,6 @@ v1.5.2 (2024.01)
 
 Enhancements
 ^^^^^^^^^^^^
-
 - Add memory bounded datumaro data format detect
 - Remove Protobuf version limitation (<4)
 
@@ -155,6 +182,7 @@ v1.4.0 (3Q23)
 
 v1.3.1 (2Q23)
 -------------
+
 - Minor bug fixes
 
 v1.3.0 (2Q23)
@@ -176,6 +204,7 @@ v1.3.0 (2Q23)
 
 v1.2.4 (3Q23)
 -------------
+
 - Per-class saliency maps for M-RCNN
 - Disable semantic segmentation soft prediction processing
 - Update export and nncf hyperparameters

src/otx/__init__.py

@@ -3,7 +3,7 @@
 # Copyright (C) 2023 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "2.1.0rc0"
+__version__ = "2.0.0rc0"
 
 from otx.core.types import *  # noqa: F403