* [Improve] Speed up data preprocessor.
* Add ClsDataSample serialization override functions.
* Add unit tests
* Modify configs to fit new mixup args.
* Fix `num_classes` of the ImageNet-21k config.
* Update docs.
* [Docs] refactor new modules tutorial
* Imporve the modules customization documentations.
* [Fix] fix for comments
* minor add
* Fix grammar of English tutorial.
Co-authored-by: mzr1996 <mzr1996@163.com>
* refactor dataset tutorials
* split into user_guide and advance_guide
* refine
* Fix dataset preparasion tutorial.
* refine CN docs
* update docs API doc link
* refine new a dataset
* refine new a dataset
* refine new a dataset
Co-authored-by: mzr1996 <mzr1996@163.com>
* rebase
* update process
* add TODOs in moved classes
* update APIs
* modify the preprocess_cfg to data_preprocessor
* Fix api docs.
Co-authored-by: mzr1996 <mzr1996@163.com>
* [Refactor] Refactor the rest data transforms and fix some docstring.
* Use `mmengine` instead of `mmcv`
* Refactor KFold dataset tools
* Fix docstring according to comments
* [Refactor] Refactor the docs structure.
* Rename `getting_started.md` to `get_started.md`
* Rename `transforms` to `data_process`
* Rename some files in unit tests.
* Rename `pipelines` folder to `transforms`.
* Fix version requirement range.
* Remove `init_random_seed` and `set_random_seed`.
* Fix unit tests
* Rename `convert_models` to `model_converters`.
* wandb integration
* visualize using wandb tables
* wandb tables enhanced
* Refactor MMClsWandbHook (#1)
* [Enhance] Add extra dataloader settings in configs. (#752)
* Use `train_dataloader`, `val_dataloader` and `test_dataloader` settings
in the `data` field to specify different arguments.
* Fix bug
* Fix bug
* [Enhance] Improve CPE performance by reduce memory copy. (#762)
* [Feature] Support resize relative position embedding in `SwinTransformer`. (#749)
* [Feature]: Add resize rel pos embed
* [Refactor]: Create a separated resize_rel_pos_bias_table func
* [Refactor]: Refactor rel pos embed bias
* [Refactor]: Move interpolate into func
* Remove index buffer only when window_size changes
Co-authored-by: mzr1996 <mzr1996@163.com>
* [Feature] Add PoolFormer backbone and checkpoints. (#746)
* add PoolFormer
* fix some typos in PoolFormer
* fix lint error
* modify out_indices and gap
* fix typo
* fix lint
* fix typo
* fix typo in poolforemr README
* fix lint
* Update some paths
* Refactor freeze_stages method
* Add unit tests
* Fix lint
Co-authored-by: mzr1996 <mzr1996@163.com>
* Bump version to v0.22.1 (#785)
* [Docs] Refine API reference. (#774)
* [Docs] Refine API reference
* Add PoolFormer
* [Docs] Fix docs.
* [Enhance] Reduce the memory usage of unit tests for Swin-Transformer. (#759)
* [Feature] Support VAN. (#739)
* add van
* fix config
* add metafile
* add test
* model convert script
* fix review
* fix lint
* fix the configs and improve docs
* rm debug lines
* add VAN into api
Co-authored-by: Yu Zhaohui <1105212286@qq.com>
* [Feature] Support DenseNet. (#750)
* init add densenet implementation
* Add config and converted models
* update meta
* add test for memory efficient
* Add docs
* add doc for jit
* Update checkpoint path
* Update readthedocs
Co-authored-by: mzr1996 <mzr1996@163.com>
* [Fix] Use symbolic link in the API reference of Chinese docs.
* [Enhance] Support training on IPU and add fine-tuning configs of ViT. (#723)
* implement training and evaluation on IPU
* fp16 SOTA
* Tput reaches 5600
* 123
* add poptorch dataloder
* change ipu_replicas to ipu-replicas
* add noqa to config long line(website)
* remove ipu dataloder test code
* del one blank line in test_builder
* refine the dataloder initialization
* fix a typo
* refine args for dataloder
* remove an annoted line
* process one more conflict
* adjust code structure in mmcv.ipu
* adjust ipu code structure in mmcv
* IPUDataloader to IPUDataLoader
* align with mmcv
* adjust according to mmcv
* mmcv code structre fixed
Co-authored-by: hudi <dihu@graphcore.ai>
* [Fix] Fix lint and mmcv version requirement for IPU.
* Bump version to v0.23.0 (#809)
* Refacoter Wandb hook and refine docstring
Co-authored-by: XiaobingZhang <xiaobing.zhang@intel.com>
Co-authored-by: Yuan Liu <30762564+YuanLiuuuuuu@users.noreply.github.com>
Co-authored-by: Weihao Yu <1090924009@qq.com>
Co-authored-by: takuoko <to78314910@gmail.com>
Co-authored-by: Yu Zhaohui <1105212286@qq.com>
Co-authored-by: Hubert <42952108+yingfhu@users.noreply.github.com>
Co-authored-by: Hu Di <476658825@qq.com>
Co-authored-by: hudi <dihu@graphcore.ai>
* shuffle val data
* minor updates
* minor fix
Co-authored-by: Ma Zerun <mzr1996@163.com>
Co-authored-by: XiaobingZhang <xiaobing.zhang@intel.com>
Co-authored-by: Yuan Liu <30762564+YuanLiuuuuuu@users.noreply.github.com>
Co-authored-by: Weihao Yu <1090924009@qq.com>
Co-authored-by: takuoko <to78314910@gmail.com>
Co-authored-by: Yu Zhaohui <1105212286@qq.com>
Co-authored-by: Hubert <42952108+yingfhu@users.noreply.github.com>
Co-authored-by: Hu Di <476658825@qq.com>
Co-authored-by: hudi <dihu@graphcore.ai>
* [Refactor] Use mdformat instead of markdownlint to format markdown.
* Update unavailiable api links in tutorials
* Update CONTRIBUTING.md
* Use mdformat==0.7.9 to support Python 3.6
* implement training and evaluation on IPU
* fp16 SOTA
* Tput reaches 5600
* 123
* add poptorch dataloder
* change ipu_replicas to ipu-replicas
* add noqa to config long line(website)
* remove ipu dataloder test code
* del one blank line in test_builder
* refine the dataloder initialization
* fix a typo
* refine args for dataloder
* remove an annoted line
* process one more conflict
* adjust code structure in mmcv.ipu
* adjust ipu code structure in mmcv
* IPUDataloader to IPUDataLoader
* align with mmcv
* adjust according to mmcv
* mmcv code structre fixed
Co-authored-by: hudi <dihu@graphcore.ai>
* Support HRNet
* Add HRNet configs
* Fix a bug in backward
* Add configs and update docs.
* Not use bias in conv before batch norm
* Defaults to use `norm_eval=False`
* Add unit tests and support out_channels in HRFuseScales
* Update checkpoint path
* Update docstring.
* Remove incorrect files
* Improve according to comments
* Support ConvNeXt
* Add configs of ConvNeXt
* Update dev scripts
* Update docs.
* Use new style README
* Add unit tests.
* Update README
* Imporve according to comments
* Modify refers to timm.
* Imporve according to comments
* Add cosine cool down lr updater
* Use ema hook
* Update decay mult
* Update configs.
* Update T2T-ViT readme and format all readme
* Update swin readme
* Update tnt readme
* Add docstring for `CosineAnnealingCooldownLrUpdaterHook`.
* Update t2t readme and metafile
* add cam-grad tool
* refactor cam-grad tool
* add docs
* update docs
* Update docs and support Transformer
* remove pictures and use link
* replace example img and finish EN docs
* improve docs
* improve code
* Fix MobileNet V3 configs
* Refactor to support more powerful feature extraction.
* Add unit tests
* Fix unit test
* fix distortion of visualization exapmles in docs
* fix distortion
* fix distortion
* fix distortion
* merge master
* merge fix conficts
* Imporve the tool
* Support use both attribute name and index to get layer
* add default get_target-layers
* add default get_target-layers
* update docs
* update docs
* add additional printt info when not using target-layers
* Imporve docs
* Fix enumerate list.
Co-authored-by: mzr1996 <mzr1996@163.com>
* Fix MobileNet V3 configs
* Refactor to support more powerful feature extraction.
* Add unit tests
* Fix unit test
* Imporve according to comments
* Update checkpoints path
* Fix unit tests
* Add docstring of `simple_test`
* Add docstring of `extract_feat`
* Update model zoo
* Support DeiT backbone.
* Use hook to automatically resize pos embed
* Update ViT training setting
* Add deit configs and update docs
* Fix vit arch assertion
* Remove useless init function
* Add unit tests.
* Fix resize_pos_embed for DeiT
* Improve according to comments.
* [Docs] The template provides united Docs and OpenMMLab drop-lists in
banner. Remove them from our `conf.py`.
* Move docs of different languages to the same folder
* implement the conformer
* format code style
* format code style
* reuse the TransformerEncoderLayer in the vision_transformer.py
* Modify variable name
* delete unused params
* Remove warning info in Conformer head since it already exists in
Conformer.
* Rename some variables
* Add unit tests
* Use `getattr` instead of `get_submodule`.
* Remove some useless layers
* Refactor conformer and add configs
* Update configs and add metafile.
* Fix unit tests
* Update README
Co-authored-by: mzr1996 <mzr1996@163.com>
* add pth converter
* minor update on config files, add metafile and readme
* add missing readme and minor fixes
* minor fixes
* Update config names and checkpoint download link
* Update model_zoo.md
Co-authored-by: mzr1996 <mzr1996@163.com>
* add cn tutorials/config.md
* add heads api and doc title link
* Update tutorials index
* Update tutorials index
* Update config.md
* add english version
* Update config.md
* add custom_runtime
* Update docs
* modify title
* modify en to zh_CN in chinses docs
* Update Readme
* fix punctuations
* Update docs/tutorials/customize_runtime.md
Co-authored-by: Ma Zerun <mzr1996@163.com>
* Update docs/tutorials/customize_runtime.md
Co-authored-by: Ma Zerun <mzr1996@163.com>
* split to schedule and runtime
* fix lint
* improve docs after review
* fix TOC
* imporve expersion
* fix an error
* Imporve schedule.md
* Improve runtime.md
* Improve chinese docs.
* Fix toc-tree
* fix en link and add a case of gradient clipping
* fix wrong word
Co-authored-by: Ma Zerun <mzr1996@163.com>
* add vis lr
* add doc
* Update doc and rm load_json_log in analysis
* Update docs
* add unit tests and update docstring
* fix unit-tests
* Use DummyIterBasedRunner and DummyEpochBasedRunner to simulate training
process.
* rm function val and add judge
* update docs
* improve english expression
* Update docs/tools/visualization.md
Co-authored-by: Ma Zerun <mzr1996@163.com>
* fix typo and ImageNet datasize
* fix typo
* update example
Co-authored-by: mzr1996 <mzr1996@163.com>
* [Docs] Use docs link of other projects and add MMCV docs.
* Fix misused "document", and it should be "documentation"
* Fix uppercase
* Rename `Projects` to `Docs`.
* add cn tutorials/config.md
* add heads api and doc title link
* Update tutorials index
* Update tutorials index
* Update config.md
* add english version
* Update config.md
* Update docs
* Update css
* Update docs/tutorials/config.md
Co-authored-by: Ma Zerun <mzr1996@163.com>
* Update docs_zh-CN/tutorials/config.md
Co-authored-by: Ma Zerun <mzr1996@163.com>
* modify according to suggestion
* Use GitHub style `code` css
* change some mmcv API link to CN version
* remove default in default_runtime
Co-authored-by: mzr1996 <mzr1996@163.com>
* Add Res2Net from mmdet, and change it to mmcls style.
* Align structure with official repo
* Support `deep_stem` and `avg_down` option
* Add Res2Net configs
* Add metafile&README and update model zoo
* Add unit tests
* Imporve docstring.
* Improve according to comments.
* [Squash] Refator ViT (from #295)
* Use base variable to simplify auto_aug setting
* Use common PatchEmbed, remove HybridEmbed and refactor ViT init
structure.
* Add `output_cls_token` option and change the output format of ViT and
input format of ViT head.
* Update unit tests and add test for `output_cls_token`.
* Support out_indices.
* Standardize config files
* Support resize position embedding.
* Add readme file of vit
* Rename config file
* Improve docs about ViT.
* Update docstring
* Use local version `MultiheadAttention` instead of mmcv version.
* Fix MultiheadAttention
* Support `qk_scale` argument in `MultiheadAttention`
* Improve docs and change `layer_cfg` to `layer_cfgs` and support
sequence.
* Use init_cfg to init Linear layer in VisionTransformerHead
* update metafile
* Update checkpoints and configs
* Imporve docstring.
* Update README
* Revert GAP modification.
* Add `title` option in `show_result_pyplot`.
* Add test_torchserver.py
* Add docs about test torchserve
* Update docs and result output.
* Update chinese docs.
* Add model-pages
* Add shortname in configs
* Use link directly instead of `switch_language.md`
* Auto collapse model-zoo pages.
* Fix link in RegVGG
* Add link replace
* fix lint
* Disable auto line-wrap in docs.
* Add model_zoo.md and CONTRIBUTING.md in docs.
* Revise getting_started.md and install.md
* Rewrite finetune.md
* Fix typo
* Imporve `finetune.md`
* Fix `GitHub` link
* Fix a small typo.
* Add API inference in the docs and fix readthedocs config.
* Replace some relative link in docs.
* Format docstring for reStructuredText syntax.
* Fix vit paper link
* Fix docstring of `show_results` function in `BaseClassifier`.
* Add swin transformer archs S, B and L.
* Add SwinTransformer configs
* Add train config files of swin.
* Align init method with original code
* Use nn.Unfold to merge patch
* Change all ConfigDict to dict
* Add init_cfg for all subclasses of BaseModule.
* Use mmcv version init function
* Add Swin README
* Use safer cfg copy method
* Improve docstring and variable name.
* Fix some difference in randaug
Fix BGR bug, align scheduler config.
Fix label smoothing parameter difference.
* Fix missing droppath in attn
* Fix bug of relative posititon table if window width is not equal to
height.
* Make `PatchMerging` more general, support kernel, stride, padding and
dilation.
* Rename `residual` to `identity` in attention and FFN.
* Add `auto_pad` option to auto pad feature map
* Improve docstring.
* Fix bug in ShiftWMSA padding.
* Remove unused `key` and `value` in ShiftWMSA
* Move `PatchMerging` into utils and use common `PatchEmbed`.
* Use latest `LinearClsHead`, train augments and label smooth settings.
And remove original `SwinLinearClsHead`.
* Mark some configs as "Evalution Only".
* Remove useless comment in config
* 1. Move ShiftWindowMSA and WindowMSA to `utils/attention.py`
2. Add docstrings of each module.
3. Fix some variables' names.
4. Other small improvement.
* Add unit tests of swin-transformer and patchmerging.
* Fix some bugs in unit tests.
* Fix bug of rel_position_index if window is not square.
* Make WindowMSA implicit, and add unit tests.
* Add metafile.yml, update readme and model_zoo.
* Move tools docs to `tools` folder.
* Fix link error in model_serving.md
* Fix typo in CONTRIBUTING.md
* Add Chinese translation of CONTRIBUTING.md
* Add translation of `onnx2tensorrt.md`, `pytorch2onnx.md`,
`model_serving.md` and `pytorch2torchscript.md`.
* Improve tools docs.
* Add docs about installing mmcls via mim.
* add mytrain.py for test
* test before layers
* test attr in layers
* test classifier
* delete mytrain.py
* add imagenet_bs4096_AdamW.py
* delete 2 lines of comments
* change bs to 64
* fix bug
* add vit to model_zoo.md
* rename
* Add Citation in README
Add Citation and mmgeneration in README
* Merge inference and test section in getting_start.md and other small chagne.
* Fix code type in install.md
* Add Chinese Readme
* README and docs improvement.
takuoko
Ezra-Yu
Ma Zerun
Hubert
Jihwan Eom
Songyang Zhang
Ezra-Yu
Ayush Thakur
Hu Di
Hydrion-Qlz
kusakana
WINDSKY45
Zhicheng Chen
xiefeifeihu
Zhiliang Peng
whcao
AllentDan
q.yao
David de la Iglesia Castro
LXXXXR
QingChuanWS
mzr1996