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* Fix typos
Signed-off-by: lizz <lizz@sensetime.com>

* Add deprecation warning
Signed-off-by: lizz <lizz@sensetime.com>

* add cummax/cummin tensorrt plugin

* fix isort

* fix with clang-format

* fix with clang-format again

* add document

* [Feature] Add truncated normal weight init

* [Feature] Add truncated normal weight init

* [Feature] Add truncated normal weight init

* update docstring

* delete modelA.pth

* modify according to comment

* use kstest to check truncated normal

* delete modelA.pth

* fix test.txt

* fix fp16 bug on DCNv2

* support fp16 on DCN/DCNv2 when pytorch >= '1.6.0'

* add comment

* Modified the comments

* Unified the usages of '.to()' and '.type_as()'

* add neptune.ai logger hook

* add docstring

* move docstring

* update docstr

* update before_run

* fix generalized attention fp16

* fix building without gpu error

* add comment

* Cast tensor at initialization

* +super().before_run()

* flip reset_flag

* read in rb mode then decode

* Update config.py

* Update .pre-commit-config.yaml

* Update config.py

* Update config.py
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* add license

* fix lint

* fix some discription

* fix some discriptions and dirty marks

* fix format

* revise some words

* Update README_zh-CN.md

* Update README_zh-CN.md
Co-authored-by: Wenwei Zhang <40779233+ZwwWayne@users.noreply.github.com>

* fix load_ckpt

* revised according to comments

* revise according to comments

* fix typo

* Remove iter number in logging during val/test time

* Fix typo

* modified EvalHook for eval mode to print the correct iter number

* [Docs] Update weight initialization in cnn.md

* Update cnn.md

* [Docs] Update weight initialization in cnn.md

* [Docs] Update weight initialization in cnn.md

* [Docs] Update weight initialization in cnn.md

* [Docs] Update weight initialization in cnn.md

* [Docs] Update weight initialization in cnn.md

* modify docs according to comments

* modify docs for weight init according to the comment

* change init_weight() to init_weights()

* modify according to comment

* Assign different priority to default hooks, and add custom hook register in base runner.

* Add custom hook register in example train file

* Add unittest of custom hook

* Code format

* fix basemodule

* fix typo

* fix unitest

* fix basemodule

* add commnet

* add pixel group ops

* reformatting

* formatting&rm auto

* Add citation

* Add contour expand

* c++ linting

* Add unit tests with Tensor

* rm model.pth

* rename

* c++ linting

* c++ linting

* Rename variables

* add StepMomentumUpdaterHook

* add unit test

* fix typos

* refactor step updater

* replace stage with exp

* fix linting error

* use all() operation

* [Fix] lr add triangular

* [Fix] lr_triangular

* lr add docstring

* lr add docstring

* add unittest of triangular lr update

* [Fix] Fix DCN fp16

* add comment

* Add test util for checking stand-alone scripts
Signed-off-by: lizz <lizz@sensetime.com>

* Restrict to python scripts
Signed-off-by: lizz <lizz@sensetime.com>

* fix
Signed-off-by: lizz <lizz@sensetime.com>

* tiny
Signed-off-by: lizz <lizz@sensetime.com>

* Allow no capture
Signed-off-by: lizz <lizz@sensetime.com>

* Simplify interface
Signed-off-by: lizz <lizz@sensetime.com>

* Technical notes
Signed-off-by: lizz <lizz@sensetime.com>

* tiny
Signed-off-by: lizz <lizz@sensetime.com>

* Update hello.py

* Update test_testing.py

* Update test_testing.py

* support custom op `mmcv::cummax` for onnxruntime in mmcv

* fix clang-format lint error

* support mmcv::cummin, reformat codes

* fix merge from master

* add docs for mmcv::cummax and mmcv::cummin

* format doc

* add assertion for torch version, when exporting `cummax` to onnx

* add more comments for torch version

* handle exporting to onnx in `soft_nms`

* commit for test_onnx

* remove `is_in_onnx_export` in softnms

* add more comments

* fix c++ lint error

* add known issues doc for `cummax`

* fix known issues doc

* supports for onnxruntime custom op `mmcv::MMCVTopPool`

* supports for onnxruntime custom op `mmcv::MMCVCornerPool`, involving TopPool, BottomPool, LeftPool and RightPool

* add unittest for corner_pool

* supports mmcv::CornerPool without memcpy

* add docs for mmcv::CornerPool

* re-add docs for mmcv::CornerPool

* fix output dtype doc

* reformat

* format with pre-commit

* format

* fix lint error, by using google clang-format style for c/c++

* fix export bug in pybind

* fix type bug in fused_bias_leakyrelu backward

* support clipping min_lr in StepLrUpdaterHook

* add docstring for StepLrUpdaterHook

* fix small bugs

* add unit test for StepLrUpdaterHook

* fix linting error

* [Fix] Fix add_graph in pavi

* change data loader to image

* Delete =2.4.0

* pavi-add_graph-0419

* pavi-add_graph-0419

* [Fix] pavi device

* fix device in pavi-add graph

* img_key

* img_key

* add no_grad

* Delete version.py

* add version.py

* [Feature] Add PyTorch Profiler to analyze training process

* [Feature] Add PyTorch Profiler to analyze training process

* pring log and fix docstring

* add by_epoch

* modify docstring according to comment

* use len(result) as batch size

* remove old comments

* Add comments to this modification

* Update test.py

* add torch.cuda.amp to fp16_utils and optimizers

* use with context manager for autocast

* add doc to explain the behavior differences between real amp and ours

* fix docstring

* fix raise error bug in registering multiple names

* fix bug in checking the type of name

* fix lint

* fix unit test for registry

* fix bug in unit test

* [Docs] Refactor readme.md

* use lowercase

* support for CPU training

* Update .pre-commit-config.yaml

* Update data_parallel.py