GitLab

* Make sure padding size is not negative

If Resize maintains aspect ratio, could be the case that image shape is bigger than resize value.

* Test pad shape smaller than image shape

* Fix lint

* Remove whitespaces

* feat(MLU): Support PyTorch backend on MLU

  * MMCV support PyTorch backend on MLU

  * Add MLUDataParallel and MLUDistributedDataParallel

  * Add MLU operator support

* [Fix]: Fix PR comments and add IS_MLU to get device available check

* [Fix]: fix PR comments of dist_utils.py

* [Doc] Rewrite annotations of functions.

* [Docs] Rewrite annotation in distributed.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* [Docs] Fix lint
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* [fix] fix collect_env() on Windows

* fix(utils): add back 'Cuda compilation tools' to nvcc info

* feat(utils): find default ccompiler

* fix(utils, test): parse cl.exe version instead of path

* fix: code style

* fix(tools): use distutils

* [fix] collect_env() returns GCC or MSVC

* [fix] unitest for collect_env()

* add comments

* test: add GCC to expected_keys

* fix: code style

* Update mmcv/utils/env.py

* update support for linearly learning rate decay

* Fix LinearAnnealingLrUpdaterHook, update LinearAnnealingMomentumUpdaterHook, add unit test

add docstring

add docstring

update linear lr momentum schedule test

fix ci

Fix CI

* add lr and momentum hook to runner and hooks package

add lr and momentum hook to runner and hooks package

* replace multi_optimziers with multi_optimizers
Co-authored-by: HAOCHENYE <21724054@zju.edu.cn>
Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* [fix] config ignore modules and functions

* add unitest

* Add .owners.yml to mark daily issue shift

* Update .owners.yml

fix end of file

* Add __copy__() to Config

* fix format in config.py

* fix format in test_copy

* fix format in config.py

* Update config.py

* Update tests/test_utils/test_config.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* add nondeterministic voxelization op

* fix lint

* fix lint

* resolve comments

* fix lint

* add pytorch1.11 ci

* fix test parallel

* fix test parallel

* Fix bugs in DynamicScatter op

* recover unittest

* add a comment as a reminder

* compatible to torch with lower version

* add SegmindLoggerHook

* update linting for segmind.py

* ran pre-commit

* add test_segmind_hook

- add SegmindLoggerHook import in:
  mmcv/runner/__init__.py
  mmcv/runner/hooks/__init__.py
  mmcv/runner/hooks/logger/__init__.py

* update test_segmind_hook

- Add Docstring to SegmindLoggerHook
- Use get_loggable_tags(...)

* update test_hooks.py & segmind.py

- mmcv/runner/hooks/logger/segmind.py
  moved docs from __init__ to class ...
  update ImportError line-indentation
  remove unwanted method
- tests/test_runner/test_hooks.py
  update assert_called_with only on hook.segmind_mlflow_log

* Update tests/test_runner/test_hooks.py

disable yapf on test_hooks.py imports
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/runner/hooks/logger/segmind.py

Update SegmindLoggerHook docstring
Co-authored-by: Jiazhen Wang <47851024+teamwong111@users.noreply.github.com>

* update before_run method in segmind.py

removed un-used statements

* updated imports in SegmindLoggerHook

* update SegmindLoggerHook

- code cleanup

* update SegmindLoggerHook

- add interval parameter in __init__ method

* update SegmindLoggerHook

- more arguments passes to __init__ method
  - interval
  - ignore_last
  - reset_flag
  - by_epoch

* Update mmcv/runner/hooks/logger/segmind.py
Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* Update mmcv/runner/hooks/logger/segmind.py
Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Jiazhen Wang <47851024+teamwong111@users.noreply.github.com>
Co-authored-by: Mashiro <57566630+HAOCHENYE@users.noreply.github.com>

* first commit

* Add copyright pre-commit-hook

* Add mmrotate link in README.md

* Add mmrotate link in docs

* fix isort

* fix interface for RoIAlignRotated

* Add a unit test for RoIAlignRotated

* Make a unit test for RoIAlignRotated concise

* fix interface for RoIAlignRotated

* Refactor ext_module.nms_rotated

* Lint cpp files

* add ops (spconv) of mmdet3d

* fix typo

* refactor code

* resolve comments in #1452

* fix compile error

* fix bugs

* fix bug

* transform from 'types.h' to 'extension.h'

* fix bug

* transform from 'types.h' to 'extension.h' in parrots

* add extension.h in pybind.cpp

* add unittest

* Recover code

* (1) Remove prettyprint.h
(2) Switch `T` to `scalar_t`
(3) Remove useless lines
(4) Refine example in docstring of sparse_modules.py

* (1) rename from `cu.h` to `cuh`
(2) remove useless files
(3) move cpu files to `pytorch/cpu`

* reorganize files

* Add docstring for sparse_functional.py

* use dispatcher

* remove template

* use dispatch in cuda ops

* resolve Segmentation fault

* remove useless files

* fix lint

* fix lint

* fix lint

* fix unittest in test_build_layers.py

* add tensorview into include_dirs when compiling

* recover all deleted files

* fix lint and comments

* recover setup.py

* replace tv::GPU as tv::TorchGPU & support device guard

* fix lint
Co-authored-by: hdc <hudingchang.vendor@sensetime.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>

* Support deepcopy for Config

* Iterate the `__dict__` of Config directly.

* Use __new__ to avoid unnecessary initialization.

* Improve according to comments

* Fix batched_nms to support nms_rotated

* Update test code for batched_nms with nms_rotated

* Edit indexing the score in nms

* Use -1 indexing for batched_nms

* [Enhance] Use PyTorch HSwish implementation.

* fix conv test

* upgrade version

* add version comments

* Upgrade the version of isort

* sort the order of importing modules

* [Fix] mlflow logger error

* [Update] mlflow hook test arguments

* Replace torch.__version__ with mmcv.TORCH_VERSION

* update test code

* fix BaseTransformerLayer

* Add BaseTransformerLayer unit test without ffn_cfg embed_dims

* Optimize code logic

* [Fix] Fix the cast_tensor_type when the type of inputs is not the same as src_type

* Add note

* improve comments

* Add decay to cyclic LR

* Simplify tests

* Fix error in tests

* fix cyclic lr

* add weight decay CyclicLrUpdate test

* Update mmcv/runner/hooks/lr_updater.py

update docstring
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* update CyclicLrUpdater unit test

* add comments to CyclicLrUpdaterHook

* fix CyclicLrUpdater. Support peak_lr decay when target[0] < 1

* add momentum decay to CyclicMomentumUpdater

* update momentum unit test

* Fix CyclicMomentum comment

Fix CyclicMomentum comment
Co-authored-by: Dmytro Panchenko <panchenkodmytry@gmail.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix the scatter when input is cpu

* Update _functions.py

Add spaces to comply with the code specification

* add unittests

* add a blank line

* fix unittet
Co-authored-by: zhouzaida <zhouzaida@163.com>

* [Fix] align hsigmoid with pytorch official

* [Fix] add warnings for Hsigmoid

* [Fix] fix format

* [Fix] add unittest

* [Fix] fix docstring

* fix momentum updater typo bug

* Add unit test for 'constant', 'linear' and 'exp' momentum warmup policy

* add convex iou

* fix lint

* add convex_iou

* fix convex_iou

* add convex_giou

* fix bug

* fix lint

* fix bug

* Update

* update

* add kernel loop

* fix bug.

* fix polygen typo

* simplify reverse

* Update convex_iou_cuda_kernel.cuh

* Update mmcv/ops/convex_iou.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/convex_iou.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* add   AT_DISPATCH_FLOATING_TYPES_AND_HALF

* fix lint

* fix lint

* Resolving conflicts
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* add  active_rotated_filter

* fix lint

* fix lint

* renaming nRotation and nOrientation

* Update active_rotated_filter_cuda_kernel.cuh

* Update active_rotated_filter_cuda.cu

* fix bug

* fix lint

* Update test_active_rotated_filter.py

* fix lint

* Update active_rotated_filter_cuda_kernel.cuh

* renaming

* Update mmcv/ops/active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix lint

* Resolving conflicts

* fix lint.

* Update __init__.py

* Update mmcv/ops/csrc/pytorch/cuda/active_rotated_filter_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update active_rotated_filter.cpp

* fix lint

* Update mmcv/ops/csrc/pytorch/cpu/active_rotated_filter.cpp
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cpu/active_rotated_filter.cpp
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update active_rotated_filter.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* add artifact logging to wandb hook

* upload artifacts wiwth only specified suffix

* update docstring

* Update mmcv/runner/hooks/logger/wandb.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix linting

* add tests for wandb artifact logging

* remove redundant lines

* fix wandb tests

* init `WandbLoggerHook` with `log_artifact=True` in tests

* remove redundant lines from wandb tests

* add docstring for `with_step`
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* init

* Update pybind.cpp

* Update min_area_polygons_cuda.cuh

* Update cudabind.cpp

* fix bug

* Create test_min_area_polygons.py

* add test

* update

* Update min_area_polygons_cuda.cuh

* fix bugs.

* Update min_area_polygons_cuda.cuh

* Update min_area_polygons.py

* Update min_area_polygons_cuda.cuh

* merge these 4 nested loops

* add AT_DISPATCH_FLOATING_TYPES_AND_HALF

* fix lint

* Resolving conflicts

* add clockwise arguments to ops box_iou_rotated and nms_rotated

* refactor docs

* change code that may incur stopped gradient.

* refactor docs

* Update mmcv/ops/nms.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/box_iou_rotated.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* re PR

* replace all the feature_refine with rotated_feature_align

* replace all the FR with RotatedFeatureAlign

* Update mmcv/ops/rotated_feature_align.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/rotated_feature_align.py
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix lint

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/cudabind.cpp
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* Update mmcv/ops/csrc/pytorch/cuda/rotated_feature_align_cuda.cu
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* fix lint

* Update cudabind.cpp

* Update cudabind.cpp

* fix bug in test. & add backward test

* fix lint
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>

* support tensor2grayimgs

* give default mean and std according to the input channel

* update docstring

* update

* fix bug