Update version string and fill missing changelog (#3693)

CHANGELOG.md

@@ -2,12 +2,139 @@
 
 All notable changes to this project will be documented in this file.
 
-## \[unreleased\]
+## \[v2.1.0\]
 
 ### New features
 
+- Add a flag to enable OV inference on dGPU
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3503>)
+- Add early stopping with warmup. Remove mandatory background label in semantic segmentation task
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3515>)
+- RTMDet-tiny enablement for detection task
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3542>)
+- Add data_format validation and update in OTXDataModule
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3579>)
+- Add torchvision.MaskRCNN
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3504>)
+- Add Semi-SL for Multi-class Classification (EfficientNet-B0)
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3566>)
+- Decoupling mmaction for action classification (MoviNet, X3D)
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3582>)
+- Add Semi-SL Algorithms for mv3-large, effnet-v2, deit-tiny, dino-v2
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3602>)
+- RTMDet-tiny enablement for detection task (export/optimize)
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3564>)
+- Enable ruff & ruff-format into otx/algo/classification/backbones
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3667>)
+- Add TV MaskRCNN Tile Recipe
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3655>)
+- Add rotated det OV recipe
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3687>)
+
 ### Enhancements
 
+- Change load_stat_dict to on_load_checkpoint
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3443>)
+- Add try - except to keep running the remaining tests
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3448>)
+- Update instance_segmentation.py to resolve conflict with 2.0.0
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3506>)
+- Update XPU install
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3516>)
+- Sync rgb order between torch and ov inference of action classification task
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3551>)
+- Make Perf test available to load pervious Perf test to skip training stage
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3556>)
+- Reenable e2e classification XAI tests
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3591>)
+- Remove action detection task support
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3605>)
+- Increase readability of pickling error log during HPO & fix minor bug
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3606>)
+- Update RTMDet checkpoint url
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3631>)
+- Refactor Torchvision Model for Classification Semi-SL
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3614>)
+- Add coverage omit mm-related code
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3641>)
+- Add docs semi-sl part
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3640>)
+- Refactor docs design & Add contents
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3645>)
+- Add execution example of auto batch size in docs
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3648>)
+- Add Semi-SL for cls Benchmark Test
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3647>)
+- Move value to device before logging for metric
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3649>)
+- Add .codecov.yaml
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3650>)
+- Update benchmark tool for otx2.1
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3652>)
+- Collect pretrained weight binary files in one place
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3656>)
+- Minimize compiled dependency files
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3653>)
+- Update README & CODEOWNERS
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3659>)
+- Update Engine's docstring & CLI --help outputs
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3658>)
+- Align integration test to exportable code interface update for release branch
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3676>)
+- Refactor exporter for anomaly task and fix a bug with exportable code
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3672>)
+- Update pandas version constraint
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3679>)
+- Include more models to export test into test_otx_e2e
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3678>)
+- Move assigning tasks to Models from Engine to Anomaly Model Classes
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3683>)
+- Refactoring detection modules
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3636>)
+
+### Buf fixes
+
+- Fix conflicts between develop and 2.0.0
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3490>)
+- Fix polygon mask
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3549>)
+- Fix vpm intg test error
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3554>)
+- Fix anomaly
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3557>)
+- Bug fix in Semantic Segmentation + enable DINOV2 export in ONNX
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3569>)
+- Fix some export issues. Remove EXPORTABLE_CODE as export parameter.
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3577>)
+- Fix `load_from_checkpoint` to apply original model's hparams
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3607>)
+- Fix `load_from_checkpoint` args to apply original model's hparams
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3611>)
+- Fix zero-shot `learn` for ov model
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3601>)
+- Various fixes for XAI in 2.1
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3615>)
+- Fix tests to work in a mm-free environment
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3632>)
+- Fix a bug in benchmark code
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3643>)
+- Update exportable code dependency & fix a bug
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3642>)
+- Fix getting wrong shape during resizing
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3644>)
+- Fix detection prediction outputs
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3634>)
+- Fix RTMDet PTQ performance
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3651>)
+- Fix segmentation fault on VPM PTQ
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3654>, <https://github.com/openvinotoolkit/training_extensions/pull/3689>)
+- Fix NNCF MaskRCNN-Eff accuracy drop
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3680>)
+- Fix optimize with Semi-SL data pipeline
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3684>)
+- Fix MaskRCNN SwinT NNCF Accuracy Drop
+  (<https://github.com/openvinotoolkit/training_extensions/pull/3685>)
+
 ## \[v2.0.0\]
 
 > _**NOTES**_

src/otx/__init__.py

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