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ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL and Tensorrt nvinfer1::DataType::kBOOL #383

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lvhan028 merged 1 commit intoopen-mmlab:masterfrom
zly19540609:fix
Apr 26, 2022
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ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL and Tensorrt nvinfer1::DataType::kBOOL #383
lvhan028 merged 1 commit intoopen-mmlab:masterfrom
zly19540609:fix

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ONNXTensorElementDataType case ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL return DataType::kINT8

nvinfer1::DataType case nvinfer1::DataType::kBOOL return DataType::kINT8

@lvhan028 lvhan028 changed the base branch from dev-v0.4.0 to dev-v0.5.0 April 20, 2022 03:54
@lvhan028 lvhan028 changed the base branch from dev-v0.5.0 to master April 20, 2022 03:55
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resolves #350

@lvhan028 lvhan028 requested review from irexyc and lzhangzz April 24, 2022 03:16
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IMO it's better to change the title to reflect the fact that this PR also fixes boolean tensor support for TensorRT.

@zly19540609 zly19540609 changed the title ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL and Tensorrt nvinfer1::DataType::kBOOL Apr 25, 2022
@lvhan028 lvhan028 merged commit 53ad86d into open-mmlab:master Apr 26, 2022
lvhan028 added a commit that referenced this pull request Jun 8, 2022
* fix pose demo and windows build (#307)

* add postprocessing_masks gpu version (#276)

* add postprocessing_masks gpu version

* default device cpu

* pre-commit fix

Co-authored-by: hadoop-basecv <hadoop-basecv@set-gh-basecv-serving-classify11.mt>

* fixed a bug causes text-recognizer to fail when (non-NULL) empty bboxes list is passed (#310)

* [Fix] include missing <type_traits> for formatter.h (#313)

* fix formatter

* relax GCC version requirement

* [Fix] MMEditing cannot save results when testing (#336)

* fix show

* lint

* remove redundant codes

* resolve comment

* type hint

* docs(build): fix typo (#352)

* docs(build): add missing build option

* docs(build): add onnx install

* style(doc): trim whitespace

* docs(build): revert install onnx

* docs(build): add ncnn LD_LIBRARY_PATH

* docs(build): fix path error

* fix openvino export tmp model, add binary flag (#353)

* init circleci (#348)

* fix wrong input mat type (#362)

* fix wrong input mat type

* fix lint

* fix(docs): remove redundant doc tree (#360)

* fix missing ncnn_DIR & InferenceEngine_DIR (#364)

* Fix mmdet openvino dynamic 300x300 cfg base (#372)

* Fix: add onnxruntime building option in gpu dockerfile (#366)

* Tutorial 03: torch2onnx (#365)

* upload doc

* add images

* resolve comments

* update translation

* [Docs] fix ncnn docs (#378)

* fix ncnn docs`

* update 0216

* typo-fix (#397)

* add CUDA_TOOKIT_ROOT_DIR as tensorrt detect dir (#357)

* add CUDA_TOOKIT_ROOT_DIR as tensorrt detect dir

* Update FindTENSORRT.cmake

* Fix docs (#398)

* ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL (#383)

* fix wrong buffer which will case onnxruntime-gpu crash with segmentaion (#363)

* fix wrong buffer which will case onnxruntime-gpu crash with segmentaion

* fix check

* fix build error

* remove unused header

* fix benchmark (#411)

* Add `sm_53` in cuda.cmake for Jetson Nano which will cashe when process sdk predict. (#407)

* [Fix] fix feature test for `std::source_location` (#416)

* fix feature test for `std::source_location`

* suppress msvc warnings

* fix consistency

* fix format string (#417)

* [Fix] Fix seg name (#394)

* fix seg name

* use default name

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>

* 【Docs】Add ipython notebook tutorial (#234)

* add ipynb file

* rename file

* add open in colab tag

* fix lint and add img show

* fix open in colab link

* fix comments

* fix pre-commit config

* fix mmpose api (#396)

* fix mmpose api

* use fmt::format instead

* fix potential nullptr access

* [Fix] support latest spdlog (#423)

* support formatting `PixelFormat` & `DataType`

* format enum for legacy spdlog

* fix format

* fix pillarencode (#331)

* fix ONNXRuntime cuda test bug (#438)

* Fix ci in master branch (#441)

* [Doc] Improve Jetson tutorial install doc (#381)

* Improve Jetson build doc

* add torchvision in the doc

* Fix lint

* Fix lint

* Fix lint

* Fix arg bug

* remove incorrect process

* Improve doc

* Add more detail on `Conda`

* Add python version detail

* Install `onnx` instead of `onnxruntime`

* Fix gramma

* Fix gramma

* Update Installation detail and fix some doc detail

* Update how_to_install_mmdeploy_on_jetsons.md

* Fix tensorrt and cudnn path

* Improve FAQ

* Improve FAQs

* pplcv not switch branch since the `sm_53` missing

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Improve doc

* Update how_to_install_mmdeploy_on_jetsons.md

* export `TENSORRT_DIR`

* Using pre-build cmake to update

* Improve sentence and add jetpack version

* Improve sentence

* move TENSORRT_DIR in the `Make TensorRT env` step

* Improve CUDA detail

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Improve conda installation

* Improve TensorRT installation

* Fix lint

* Add pip crash detail and FAQ

* Improve pip crash

* refine the jetson installation guide

* Improve python version

* Improve doc, added some detail

* Fix lint

* Add detail for `Runtime` problem

* Fix word

* Update how_to_install_mmdeploy_on_jetsons.md

Co-authored-by: lvhan028 <lvhan_028@163.com>

* Version comments added, torch install steps added. (#449)

* [Docs] Fix API documentation (#443)

* [Docs] Fix API documentation

* add onnx dependency in readthedocs.txt

* fix dependencies

* [Fix] Fix display bugs for windows (#451)

* fix issue 330 for windows

* fix code

* fix lint

* fix all platform

* [Docs] Minor fixes and translation of installation tutorial for Jetson (#415)

* minor fixes

* add Jetson installation

* updated zh_cn based on new en version

* If a cuda launch error occurs, verify if cuda device requires top_k t… (#479)

* If a cuda launch error occurs, verify if cuda device requires top_k to be reduced.

* Fixed lint

* Clang format

* Fixed lint, clang-format

* [Fix] set optional arg a default value (#483)

* optional default value

* resolve comments

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>

* Update: Optimize document (#484)

* Update: Optimize document

- Minor fixes in styling and grammar
- Add support for Jetson Xavier NX (Tested and worked)
- Add hardware recommendation
- Change JetPack installation guide URL from jp5.0 to jp4.6.1
- Add a note to select "Jetson SDK Components" when using NVIDIA SDK Manager
- Change PyTorch wheel save location
- Add more dependencies needed for torchvision installation. Otherwise installation error
- Simplify torchvision git cloning branch
- Add installation times for torchvision, MMCV, versioned-hdf5, ppl.cv, model converter, SDK libraries
- Delete "snap" from cmake removal as "apt-get purge" is enough
- Add a note on which scenarios you need to append cu da path and libraries to PATH and LD_LIBRARY_PATH
- Simplify MMCV git cloning branch
- Delete "skip if you don't need MMDeploy C/C++ Inference SDK", because that is the only available inference SDK at the moment
- Add more details to object detection demo using C/C++ Inference SDK such as installing MMDetection and converting a model
- Add image of inference result
- Delete "set env for pip" in troubleshooting because this is already mentioned under "installing Archiconda"

Signed-off-by: Lakshantha Dissanayake <lakshanthad@seeed.cc>

* Fix: note style on doc

* Fix: Trim trailing whitespaces

* Update: add source image before inference

* fix: bbox_nms not onnxizing if batch size > 1 (#501)

A typo prevents nms from onnxizing correctly if batch size is static and greater than 1.

* change seperator of function marker (#499)

* [docs] Fix typo in tutorial (#509)

* Fix docstring format (#495)

* Fix doc common

* Fix bugs

* Tutorial 04: onnx custom op (#508)

* Add tutorial04

* lint

* add image

* resolve comment

* fix mmseg twice resize (#480)

* fix mmseg twich resize

* remove comment

* Fix mask test with mismatched device (#511)

* align mask output to cpu device

* align ncnn ssd output to torch.Tensor type

* --amend

* compat mmpose v0.26 (#518)

* [Docs] adding new backends when using MMDeploy as a third package (#482)

* update doc

* refine expression

* cn doc

* Tutorial 05: ONNX Model Editing (#517)

* tutorial 05

* Upload image

* resolve comments

* resolve comment

* fix pspnet torchscript conversion (#538)

* fix pspnet torchscript conversion

* resolve comment

* add IR to rewrite

* changing the onnxwrapper script for gpu issue (#532)

* changing the onnxwrapper script

* gpu_issue

* Update wrapper.py

* Update wrapper.py

* Update runtime.txt

* Update runtime.txt

* Update wrapper.py

Co-authored-by: Chen Xin <xinchen.tju@gmail.com>
Co-authored-by: Shengxi Li <982783556@qq.com>
Co-authored-by: hadoop-basecv <hadoop-basecv@set-gh-basecv-serving-classify11.mt>
Co-authored-by: lzhangzz <lzhang329@gmail.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: tpoisonooo <khj.application@aliyun.com>
Co-authored-by: HinGwenWoong <peterhuang0323@outlook.com>
Co-authored-by: Junjie <61398820+Adenialzz@users.noreply.github.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: q.yao <streetyao@live.com>
Co-authored-by: Song Lin <92794867+triple-Mu@users.noreply.github.com>
Co-authored-by: zly19540609 <31341706+zly19540609@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: HinGwenWoong <peterhuang0323@qq.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: NagatoYuki0943 <72508155+NagatoYuki0943@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: chaoqun <cdongae@connect.ust.hk>
Co-authored-by: Lakshantha Dissanayake <lakshanthad@yahoo.com>
Co-authored-by: Yifan Gu <gyf304@users.noreply.github.com>
Co-authored-by: Zhiqiang Wang <zhiqwang@foxmail.com>
Co-authored-by: sanjaypavo <93761297+sanjaypavo@users.noreply.github.com>
lvhan028 added a commit that referenced this pull request Jun 8, 2022
* fix pose demo and windows build (#307)

* add postprocessing_masks gpu version (#276)

* add postprocessing_masks gpu version

* default device cpu

* pre-commit fix

Co-authored-by: hadoop-basecv <hadoop-basecv@set-gh-basecv-serving-classify11.mt>

* fixed a bug causes text-recognizer to fail when (non-NULL) empty bboxes list is passed (#310)

* [Fix] include missing <type_traits> for formatter.h (#313)

* fix formatter

* relax GCC version requirement

* [Fix] MMEditing cannot save results when testing (#336)

* fix show

* lint

* remove redundant codes

* resolve comment

* type hint

* docs(build): fix typo (#352)

* docs(build): add missing build option

* docs(build): add onnx install

* style(doc): trim whitespace

* docs(build): revert install onnx

* docs(build): add ncnn LD_LIBRARY_PATH

* docs(build): fix path error

* fix openvino export tmp model, add binary flag (#353)

* init circleci (#348)

* fix wrong input mat type (#362)

* fix wrong input mat type

* fix lint

* fix(docs): remove redundant doc tree (#360)

* fix missing ncnn_DIR & InferenceEngine_DIR (#364)

* Fix mmdet openvino dynamic 300x300 cfg base (#372)

* Fix: add onnxruntime building option in gpu dockerfile (#366)

* Tutorial 03: torch2onnx (#365)

* upload doc

* add images

* resolve comments

* update translation

* [Docs] fix ncnn docs (#378)

* fix ncnn docs`

* update 0216

* typo-fix (#397)

* add CUDA_TOOKIT_ROOT_DIR as tensorrt detect dir (#357)

* add CUDA_TOOKIT_ROOT_DIR as tensorrt detect dir

* Update FindTENSORRT.cmake

* Fix docs (#398)

* ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL (#383)

* fix wrong buffer which will case onnxruntime-gpu crash with segmentaion (#363)

* fix wrong buffer which will case onnxruntime-gpu crash with segmentaion

* fix check

* fix build error

* remove unused header

* fix benchmark (#411)

* Add `sm_53` in cuda.cmake for Jetson Nano which will cashe when process sdk predict. (#407)

* [Fix] fix feature test for `std::source_location` (#416)

* fix feature test for `std::source_location`

* suppress msvc warnings

* fix consistency

* fix format string (#417)

* [Fix] Fix seg name (#394)

* fix seg name

* use default name

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>

* 【Docs】Add ipython notebook tutorial (#234)

* add ipynb file

* rename file

* add open in colab tag

* fix lint and add img show

* fix open in colab link

* fix comments

* fix pre-commit config

* fix mmpose api (#396)

* fix mmpose api

* use fmt::format instead

* fix potential nullptr access

* [Fix] support latest spdlog (#423)

* support formatting `PixelFormat` & `DataType`

* format enum for legacy spdlog

* fix format

* fix pillarencode (#331)

* fix ONNXRuntime cuda test bug (#438)

* Fix ci in master branch (#441)

* [Doc] Improve Jetson tutorial install doc (#381)

* Improve Jetson build doc

* add torchvision in the doc

* Fix lint

* Fix lint

* Fix lint

* Fix arg bug

* remove incorrect process

* Improve doc

* Add more detail on `Conda`

* Add python version detail

* Install `onnx` instead of `onnxruntime`

* Fix gramma

* Fix gramma

* Update Installation detail and fix some doc detail

* Update how_to_install_mmdeploy_on_jetsons.md

* Fix tensorrt and cudnn path

* Improve FAQ

* Improve FAQs

* pplcv not switch branch since the `sm_53` missing

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Improve doc

* Update how_to_install_mmdeploy_on_jetsons.md

* export `TENSORRT_DIR`

* Using pre-build cmake to update

* Improve sentence and add jetpack version

* Improve sentence

* move TENSORRT_DIR in the `Make TensorRT env` step

* Improve CUDA detail

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Improve conda installation

* Improve TensorRT installation

* Fix lint

* Add pip crash detail and FAQ

* Improve pip crash

* refine the jetson installation guide

* Improve python version

* Improve doc, added some detail

* Fix lint

* Add detail for `Runtime` problem

* Fix word

* Update how_to_install_mmdeploy_on_jetsons.md

Co-authored-by: lvhan028 <lvhan_028@163.com>

* Version comments added, torch install steps added. (#449)

* [Docs] Fix API documentation (#443)

* [Docs] Fix API documentation

* add onnx dependency in readthedocs.txt

* fix dependencies

* [Fix] Fix display bugs for windows (#451)

* fix issue 330 for windows

* fix code

* fix lint

* fix all platform

* [Docs] Minor fixes and translation of installation tutorial for Jetson (#415)

* minor fixes

* add Jetson installation

* updated zh_cn based on new en version

* If a cuda launch error occurs, verify if cuda device requires top_k t… (#479)

* If a cuda launch error occurs, verify if cuda device requires top_k to be reduced.

* Fixed lint

* Clang format

* Fixed lint, clang-format

* [Fix] set optional arg a default value (#483)

* optional default value

* resolve comments

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>

* Update: Optimize document (#484)

* Update: Optimize document

- Minor fixes in styling and grammar
- Add support for Jetson Xavier NX (Tested and worked)
- Add hardware recommendation
- Change JetPack installation guide URL from jp5.0 to jp4.6.1
- Add a note to select "Jetson SDK Components" when using NVIDIA SDK Manager
- Change PyTorch wheel save location
- Add more dependencies needed for torchvision installation. Otherwise installation error
- Simplify torchvision git cloning branch
- Add installation times for torchvision, MMCV, versioned-hdf5, ppl.cv, model converter, SDK libraries
- Delete "snap" from cmake removal as "apt-get purge" is enough
- Add a note on which scenarios you need to append cu da path and libraries to PATH and LD_LIBRARY_PATH
- Simplify MMCV git cloning branch
- Delete "skip if you don't need MMDeploy C/C++ Inference SDK", because that is the only available inference SDK at the moment
- Add more details to object detection demo using C/C++ Inference SDK such as installing MMDetection and converting a model
- Add image of inference result
- Delete "set env for pip" in troubleshooting because this is already mentioned under "installing Archiconda"

Signed-off-by: Lakshantha Dissanayake <lakshanthad@seeed.cc>

* Fix: note style on doc

* Fix: Trim trailing whitespaces

* Update: add source image before inference

* fix: bbox_nms not onnxizing if batch size > 1 (#501)

A typo prevents nms from onnxizing correctly if batch size is static and greater than 1.

* change seperator of function marker (#499)

* [docs] Fix typo in tutorial (#509)

* Fix docstring format (#495)

* Fix doc common

* Fix bugs

* Tutorial 04: onnx custom op (#508)

* Add tutorial04

* lint

* add image

* resolve comment

* fix mmseg twice resize (#480)

* fix mmseg twich resize

* remove comment

* Fix mask test with mismatched device (#511)

* align mask output to cpu device

* align ncnn ssd output to torch.Tensor type

* --amend

* compat mmpose v0.26 (#518)

* [Docs] adding new backends when using MMDeploy as a third package (#482)

* update doc

* refine expression

* cn doc

* Tutorial 05: ONNX Model Editing (#517)

* tutorial 05

* Upload image

* resolve comments

* resolve comment

* fix pspnet torchscript conversion (#538)

* fix pspnet torchscript conversion

* resolve comment

* add IR to rewrite

* changing the onnxwrapper script for gpu issue (#532)

* changing the onnxwrapper script

* gpu_issue

* Update wrapper.py

* Update wrapper.py

* Update runtime.txt

* Update runtime.txt

* Update wrapper.py

Co-authored-by: Chen Xin <xinchen.tju@gmail.com>
Co-authored-by: Shengxi Li <982783556@qq.com>
Co-authored-by: hadoop-basecv <hadoop-basecv@set-gh-basecv-serving-classify11.mt>
Co-authored-by: lzhangzz <lzhang329@gmail.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: tpoisonooo <khj.application@aliyun.com>
Co-authored-by: HinGwenWoong <peterhuang0323@outlook.com>
Co-authored-by: Junjie <61398820+Adenialzz@users.noreply.github.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: q.yao <streetyao@live.com>
Co-authored-by: Song Lin <92794867+triple-Mu@users.noreply.github.com>
Co-authored-by: zly19540609 <31341706+zly19540609@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: HinGwenWoong <peterhuang0323@qq.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: NagatoYuki0943 <72508155+NagatoYuki0943@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: chaoqun <cdongae@connect.ust.hk>
Co-authored-by: Lakshantha Dissanayake <lakshanthad@yahoo.com>
Co-authored-by: Yifan Gu <gyf304@users.noreply.github.com>
Co-authored-by: Zhiqiang Wang <zhiqwang@foxmail.com>
Co-authored-by: sanjaypavo <93761297+sanjaypavo@users.noreply.github.com>
RunningLeon added a commit that referenced this pull request Jun 8, 2022
* fix pose demo and windows build (#307)

* add postprocessing_masks gpu version (#276)

* add postprocessing_masks gpu version

* default device cpu

* pre-commit fix

Co-authored-by: hadoop-basecv <hadoop-basecv@set-gh-basecv-serving-classify11.mt>

* fixed a bug causes text-recognizer to fail when (non-NULL) empty bboxes list is passed (#310)

* [Fix] include missing <type_traits> for formatter.h (#313)

* fix formatter

* relax GCC version requirement

* [Fix] MMEditing cannot save results when testing (#336)

* fix show

* lint

* remove redundant codes

* resolve comment

* type hint

* docs(build): fix typo (#352)

* docs(build): add missing build option

* docs(build): add onnx install

* style(doc): trim whitespace

* docs(build): revert install onnx

* docs(build): add ncnn LD_LIBRARY_PATH

* docs(build): fix path error

* fix openvino export tmp model, add binary flag (#353)

* init circleci (#348)

* fix wrong input mat type (#362)

* fix wrong input mat type

* fix lint

* fix(docs): remove redundant doc tree (#360)

* fix missing ncnn_DIR & InferenceEngine_DIR (#364)

* Fix mmdet openvino dynamic 300x300 cfg base (#372)

* Fix: add onnxruntime building option in gpu dockerfile (#366)

* Tutorial 03: torch2onnx (#365)

* upload doc

* add images

* resolve comments

* update translation

* [Docs] fix ncnn docs (#378)

* fix ncnn docs`

* update 0216

* typo-fix (#397)

* add CUDA_TOOKIT_ROOT_DIR as tensorrt detect dir (#357)

* add CUDA_TOOKIT_ROOT_DIR as tensorrt detect dir

* Update FindTENSORRT.cmake

* Fix docs (#398)

* ort_net ONNX_TENSOR_ELEMENT_DATA_TYPE_BOOL (#383)

* fix wrong buffer which will case onnxruntime-gpu crash with segmentaion (#363)

* fix wrong buffer which will case onnxruntime-gpu crash with segmentaion

* fix check

* fix build error

* remove unused header

* fix benchmark (#411)

* Add `sm_53` in cuda.cmake for Jetson Nano which will cashe when process sdk predict. (#407)

* [Fix] fix feature test for `std::source_location` (#416)

* fix feature test for `std::source_location`

* suppress msvc warnings

* fix consistency

* fix format string (#417)

* [Fix] Fix seg name (#394)

* fix seg name

* use default name

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>

* 【Docs】Add ipython notebook tutorial (#234)

* add ipynb file

* rename file

* add open in colab tag

* fix lint and add img show

* fix open in colab link

* fix comments

* fix pre-commit config

* fix mmpose api (#396)

* fix mmpose api

* use fmt::format instead

* fix potential nullptr access

* [Fix] support latest spdlog (#423)

* support formatting `PixelFormat` & `DataType`

* format enum for legacy spdlog

* fix format

* fix pillarencode (#331)

* fix ONNXRuntime cuda test bug (#438)

* Fix ci in master branch (#441)

* [Doc] Improve Jetson tutorial install doc (#381)

* Improve Jetson build doc

* add torchvision in the doc

* Fix lint

* Fix lint

* Fix lint

* Fix arg bug

* remove incorrect process

* Improve doc

* Add more detail on `Conda`

* Add python version detail

* Install `onnx` instead of `onnxruntime`

* Fix gramma

* Fix gramma

* Update Installation detail and fix some doc detail

* Update how_to_install_mmdeploy_on_jetsons.md

* Fix tensorrt and cudnn path

* Improve FAQ

* Improve FAQs

* pplcv not switch branch since the `sm_53` missing

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Improve doc

* Update how_to_install_mmdeploy_on_jetsons.md

* export `TENSORRT_DIR`

* Using pre-build cmake to update

* Improve sentence and add jetpack version

* Improve sentence

* move TENSORRT_DIR in the `Make TensorRT env` step

* Improve CUDA detail

* Update how_to_install_mmdeploy_on_jetsons.md

* Update how_to_install_mmdeploy_on_jetsons.md

* Improve conda installation

* Improve TensorRT installation

* Fix lint

* Add pip crash detail and FAQ

* Improve pip crash

* refine the jetson installation guide

* Improve python version

* Improve doc, added some detail

* Fix lint

* Add detail for `Runtime` problem

* Fix word

* Update how_to_install_mmdeploy_on_jetsons.md

Co-authored-by: lvhan028 <lvhan_028@163.com>

* Version comments added, torch install steps added. (#449)

* [Docs] Fix API documentation (#443)

* [Docs] Fix API documentation

* add onnx dependency in readthedocs.txt

* fix dependencies

* [Fix] Fix display bugs for windows (#451)

* fix issue 330 for windows

* fix code

* fix lint

* fix all platform

* [Docs] Minor fixes and translation of installation tutorial for Jetson (#415)

* minor fixes

* add Jetson installation

* updated zh_cn based on new en version

* If a cuda launch error occurs, verify if cuda device requires top_k t… (#479)

* If a cuda launch error occurs, verify if cuda device requires top_k to be reduced.

* Fixed lint

* Clang format

* Fixed lint, clang-format

* [Fix] set optional arg a default value (#483)

* optional default value

* resolve comments

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>

* Update: Optimize document (#484)

* Update: Optimize document

- Minor fixes in styling and grammar
- Add support for Jetson Xavier NX (Tested and worked)
- Add hardware recommendation
- Change JetPack installation guide URL from jp5.0 to jp4.6.1
- Add a note to select "Jetson SDK Components" when using NVIDIA SDK Manager
- Change PyTorch wheel save location
- Add more dependencies needed for torchvision installation. Otherwise installation error
- Simplify torchvision git cloning branch
- Add installation times for torchvision, MMCV, versioned-hdf5, ppl.cv, model converter, SDK libraries
- Delete "snap" from cmake removal as "apt-get purge" is enough
- Add a note on which scenarios you need to append cu da path and libraries to PATH and LD_LIBRARY_PATH
- Simplify MMCV git cloning branch
- Delete "skip if you don't need MMDeploy C/C++ Inference SDK", because that is the only available inference SDK at the moment
- Add more details to object detection demo using C/C++ Inference SDK such as installing MMDetection and converting a model
- Add image of inference result
- Delete "set env for pip" in troubleshooting because this is already mentioned under "installing Archiconda"

Signed-off-by: Lakshantha Dissanayake <lakshanthad@seeed.cc>

* Fix: note style on doc

* Fix: Trim trailing whitespaces

* Update: add source image before inference

* fix: bbox_nms not onnxizing if batch size > 1 (#501)

A typo prevents nms from onnxizing correctly if batch size is static and greater than 1.

* change seperator of function marker (#499)

* [docs] Fix typo in tutorial (#509)

* Fix docstring format (#495)

* Fix doc common

* Fix bugs

* Tutorial 04: onnx custom op (#508)

* Add tutorial04

* lint

* add image

* resolve comment

* fix mmseg twice resize (#480)

* fix mmseg twich resize

* remove comment

* Fix mask test with mismatched device (#511)

* align mask output to cpu device

* align ncnn ssd output to torch.Tensor type

* --amend

* compat mmpose v0.26 (#518)

* [Docs] adding new backends when using MMDeploy as a third package (#482)

* update doc

* refine expression

* cn doc

* Tutorial 05: ONNX Model Editing (#517)

* tutorial 05

* Upload image

* resolve comments

* resolve comment

* fix pspnet torchscript conversion (#538)

* fix pspnet torchscript conversion

* resolve comment

* add IR to rewrite

* changing the onnxwrapper script for gpu issue (#532)

* changing the onnxwrapper script

* gpu_issue

* Update wrapper.py

* Update wrapper.py

* Update runtime.txt

* Update runtime.txt

* Update wrapper.py

Co-authored-by: Chen Xin <xinchen.tju@gmail.com>
Co-authored-by: Shengxi Li <982783556@qq.com>
Co-authored-by: hadoop-basecv <hadoop-basecv@set-gh-basecv-serving-classify11.mt>
Co-authored-by: lzhangzz <lzhang329@gmail.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: tpoisonooo <khj.application@aliyun.com>
Co-authored-by: HinGwenWoong <peterhuang0323@outlook.com>
Co-authored-by: Junjie <61398820+Adenialzz@users.noreply.github.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: q.yao <streetyao@live.com>
Co-authored-by: Song Lin <92794867+triple-Mu@users.noreply.github.com>
Co-authored-by: zly19540609 <31341706+zly19540609@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: HinGwenWoong <peterhuang0323@qq.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: NagatoYuki0943 <72508155+NagatoYuki0943@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com>
Co-authored-by: chaoqun <cdongae@connect.ust.hk>
Co-authored-by: Lakshantha Dissanayake <lakshanthad@yahoo.com>
Co-authored-by: Yifan Gu <gyf304@users.noreply.github.com>
Co-authored-by: Zhiqiang Wang <zhiqwang@foxmail.com>
Co-authored-by: sanjaypavo <93761297+sanjaypavo@users.noreply.github.com>
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Hi @zly19540609 !First of all, we want to express our gratitude for your significant PR in the mmdeploy project. Your contribution is highly appreciated, and we are grateful for your efforts in helping improve this open-source project during your personal time. We believe that many developers will benefit from your PR.

We would also like to invite you to join our Special Interest Group (SIG) private channel on Discord, where you can share your experiences, ideas, and build connections with like-minded peers. To join the SIG channel, simply message moderator— OpenMMLab on Discord or briefly share your open-source contributions in the #introductions channel and we will assist you. Look forward to seeing you there! Join us :https://discord.gg/raweFPmdzG

If you have WeChat,welcome to join our community on WeChat. You can add our assistant :openmmlabwx. Please add "mmsig + Github ID" as a remark when adding friends:)
Thank you again for your contribution❤

ewernn pushed a commit to ewernn/mmdeploy that referenced this pull request Nov 17, 2025
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5 participants