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104 Commits (09f19524577df647ac339aed8d45f9b0587bfd69)

Author SHA1 Message Date
Yanyi Liu 6288141bd5
[Feature] Support RTMDet-R deployment (#1553) 
* support rtmdet-r

* add comments

* fix dep config

* add ut

* fix ut

* fix ut

* fix url

* fix en url
 2022-12-26 09:52:44 +08:00
q.yao 0e656067a6
[Enhancement] Support tvm 1.x (#1531) 
* support tvm 1.x

* fix tvm sdk export
 2022-12-22 00:15:47 +08:00
AllentDan 67c1cd2475
Add YOLOv5 support for RV1126 device. (#1321) 
* support pose simcc

* fix yolov5 create_input

* add yolov5 post process and update mmcls.yml

* add letter resize

* add yolov5 export info

* fix

* add pose face config

* pick 4dd4d4851b

* fix yolov5 head

* fix ut

* refactor mmpose config

* pass output_names outside

* rknn batch size

* lint

* add input names to wrapper

* update according to https://github.com/open-mmlab/mmyolo/pull/305

* add pre_compile option

* update doc and fix typo

* fix padding

* fix typo

* use throw_exception
 2022-12-16 17:05:24 +08:00
hanrui1sensetime 83756b97c6
[Feature] Support centernet dev1.x (#1219) 
* support centernet head

* add centernet head ut

* add centernet

* add centernet

* add support models

* fix mdformat

* fix reg test

* fix scale

* fix test.py show_dir kwargs

* fix for profile in T4

* fix dynamic shape

* fix lint

* move rescale and border to outside

* fix ut

* fix lint

* update ort torchscript benchmark

* fix centernet

* fix ut

* remove unused file

* support centernet sdk

* remove unused rewriter

* fix lint

* fix flake8

* remove unused line

* fix lint

* fix lint

* fix doc links

* fix mdformat

* fix scale_factor as default

* apart random pad and pad

* fix sdk

* fix centernet docs

* fix code style of cpp
 2022-11-14 16:53:05 +08:00
AllentDan c5edb85550
Sync rv1126 to dev-1.x by cherry-pick (#1295) 
* remove imports (#1207)

* remove imports

* update doc

* detailed docstring

* rephrase

* Add model conversion support to rv1126 (#1203)

* WIP

* fix interpolate

* support yolov3 and retinanet

* support seg

* support ssd

* supports both partition types for retinanet and ssd

* mean std doc

* update doc, add UT

* support FSAF

* rename configs

* update dump info

* update

* python package installation doc

* update doc

* update doc

* doc

* fix

* docstring

* remote partition config
 2022-11-07 10:19:22 +08:00
tpoisonooo 331292a992
Feature: support mmdet3d dev-1.x 1.1.0rc1 (#1225) 
* feat(mmdet3d): test pointpillars and centerpoint on ort, openvino and trt passed

* fix(centerpoint): mvx_two_stage input error

* fix(review): remove mode decorator

* fix(mmdet3d): review advices

* fix(regression): update mmdet3d.yml and test ort/openvino passed

* unittest(mmdet3d): fix

* fix(unittest): fix

* fix(mmdet3d): unittest

* fix(mmdet3d): unittest

* fix(CI): remove mmcv.Config

* fix(mmdet3d): unittest

* fix(mmdet3d): support torch1.12

* fix(CI): use bigger point cloud file

* improvement(mmdet3d): align backend outputs with torch

* fix(mmdet3d): remove useless

* style(mmdet3d): format code

* style(mmdet3d): remove useless

* fix(mmdet3d): sync vis_task

* unittest(mmdet3d): add test

* docs(mmdet3d): add docstring

* unittest(ci): add unittest data

* fix(mmdet3d): review advices

* feat(mmdet3d): convert fail

* style(mmdet3d): docstring

* style(mmdet3d): docstring
 2022-11-04 20:54:01 +08:00
RunningLeon 0efc9e3c6d
[Feat]: Support simcc from mmpose (#1187) 
* add rewriting for simcc

* add simccdecode for sdk

* remove debug lines

* fix cpp lint

* move simcc decode to sdk

* add simcc sdk config

* update docs and regression yaml

* update yml
 2022-10-27 11:42:50 +08:00
RangiLyu c4285aed4a
[Feature] Support rtmdet for dev-1.x (#1104) 
* support rtmdet

* update

* update

* fix lint
 2022-10-19 15:44:06 +08:00
Chen Xin 2020e74480
Support mmaction2:dev-1.x (#1012) 
* support tsn

* support slowfast

* fix export info & End2EndModel

* add test

* fix forward

* fix lint

* update tests

* add onnxruntime 2d config

* fix ort-gpu

* add mmaction.yml, need to update

* fix reviews

* add ann.txt

* add visualize

* fix lint

* rebase

* add conftest.py

* fix circle ci

* fix registry

* fix regression test
 2022-10-19 15:42:57 +08:00
RunningLeon 6e9c2527b4 merge master from c35099ef0 2022-10-13 11:12:07 +08:00
Qingren fd21b98efa
[Docs] add the support information about MMPose Hourglass (#1118) 
* [Docs] add the support information about MMPose Hourglass

* * add Hourglass support config

* update benchmark doc

* modify Hourglass AP under pytorch backend

* add regression test for Hourglass

* *update 03-benchmark/benchmark.md

* * modify mmpose.yml to ignore ncnn int8 test

* add trt_fp16 test results

* * add openvino test result

* * modify supported_models.md
 2022-10-10 16:38:54 +08:00
RunningLeon 2e459dba6d
support mmpose2.0 for sdk (#1080) 
* add mmpose sdk

* --amend

* remove debug draw code

* fix docstring

* update
 2022-10-08 15:49:44 +08:00
AllentDan 4fc8828af8 fix ocr UT 
fix ci and lint

fix det

fix cuda ci

fix mmdet test

update object detection

fix ut

fix layer norm ut

update ut

lock mmeit version

fix mmocr mmcls ut

add conftest.py

fix ocr ut

fix mmedit ci

install mmedit from source

fix rknn model and prepare_onnx_paddings__tensorrt UT

docstring

fix coreml export

update mmocr config

small test

recovery assert

fix ci
 2022-09-29 16:37:36 +08:00
RunningLeon 40adb329a3 Merge master:ea7706cb into sync_master 2022-09-22 19:49:50 +08:00
BrokenArrow fbe7586415
Add result of quantization of TextSnake (#1074) 
* Update result of TextSnake

result from https://github.com/BrokenArrow1404/2022-MMLAB-SUMMERCAMP/blob/main/week4/README.md

* Update result of TextSnake

result from https://github.com/BrokenArrow1404/2022-MMLAB-SUMMERCAMP/blob/main/week4/README.md

* Add deploy config for quantization of TextSnake

* repair lint error
 2022-09-21 15:28:28 +08:00
AllentDan 1d46bd752c
[2.0] Support SDK for det and cls (#1073) 
* init

* support SDK mmcls test

* align resize

* typo

* fix cls data_preprocessor
 2022-09-21 14:17:23 +08:00
RunningLeon 2fdba2c523
Support mmpose:dev-1.x (#884) 
* modify mmpose rewritings

* test exporting to ort with hrnet

* support mspn

* update tests

* update tests

* support flip_test

* support mmpose 1.x

* update mmpose.yml

* fix adaptive pool

* align with master for adaptive_pool rewriting

* fix pipeline

* add batch_size to test

* resolve comment
 2022-09-19 21:40:53 +08:00
AllentDan 97e0d1228f
SDK ocr 2.0 (#1006) 
* add deploy runner

* fix text_det wrapper

* fix recog

* save

* add crnn support

* update with_padding

* add short scale aspect jitter

* update regression test

* torch2ts

* add test data

* resolve comments
 2022-09-19 15:08:51 +08:00
Qingren fd07b26c2e
[Feature] Add mmpose configs for compatibility with Hourglass model in ncnn backend (#1064) 
* [FEATURE] add mmpose configs for compatibility with Hourglass model

[Motivation]
- The added configs are aim to support Hourglass pose-detection model in ncnn backend.
- Hourglass model needs explicit input shape with 256x256 or 384x384.
- Hourglass model can be quantitized to int8 successfully in ncnn backend.

[Complementary]
The mmpose config of Hourglass mode is in:
- https://github.com/open-mmlab/mmpose/blob/master/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/hourglass52_coco_256x256.py
- https://github.com/open-mmlab/mmpose/blob/master/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/hourglass52_coco_384x384.py
Quantitization results are shown in https://github.com/Qingrenn/mmdeploy-summer-camp/blob/main/week4/result.md

* Keep only one config (pose-detection_ncnn-int8_static-256x256.py) and remove the others.
 2022-09-19 14:13:55 +08:00
RunningLeon 06028d6a21
Support mmseg:dev-1.x (#790) 
* support pspnet + ort

* add rewriting for adapt_avg_pool

* test pspnet

* resize seg_pred to original image shape

* run with test.py

* keep as original

* fix ut of segmentation

* update var name

* fix export to torchscript

* sync with mmseg:test-1.x branch

* fix ut

* fix regression test for mmseg

* fix mmseg.ops

* update mmseg yml

* fix mmseg2.0 sdk

* fix adaptive pool

* update rewriting and tests

* fix sdk inputs
 2022-09-14 20:08:52 +08:00
AllentDan 124635ec5f
Add RKNN support. (#865) 
* save codes

* support resnet and yolov3

* support yolox

* fix lint

* add mmseg support and a doc

* add UT

* update supported model list

* fix ci

* refine docstring

* resolve comments

* remote output_tensor_type

* resolve comments

* update readme
 2022-09-06 11:48:39 +08:00
Chen Xin a0fb3be0df
support coreml (#760) 
* sdk inference

* fix typo

* fix typo

* add convert things

* fix missling name

* add cls support

* add more pytorch rewriter

* add det support

* support det wip

* make Model export model_path

* fix nms

* add output back

* add docstring

* fix lint

* add coreml build action

* add zh docs

* add coreml backend check

* update ci

* update

* update

* update

* update

* update

* fix lint

* update configs

* add return value when error occured

* update docs

* update docs

* update docs

* fix lint

* udpate docs

* udpate docs

* update

Co-authored-by: grimoire <streetyao@live.com>
 2022-09-05 19:55:47 +08:00
Li Zhang 792c27b054
[Feature] Ascend backend (#747) 
* add acl backend

* support dynamic batch size and dynamic image size

* add preliminary ascend backend

* support dtypes other than float

* support dynamic_dims in SDK

* fix dynamic batch size

* better error handling

* remove debug info

* [WIP] dynamic shape support

* fix static shape

* fix dynamic batch size

* add retinanet support

* fix dynamic image size

* fix dynamic image size

* fix dynamic dims

* fix dynamic dims

* simplify config files

* fix yolox support

* fix negative index

* support faster rcnn

* add seg config

* update benchmark

* fix onnx2ascend dynamic shape

* update docstring and benchmark

* add unit test, update documents

* fix wrapper

* fix ut

* fix for vit

* error handling

* context handling & multi-device support

* build with stub libraries

* add ci

* fix lint

* fix lint

* update doc ref

* fix typo

* down with `target_link_directories`

* setup python

* makedir

* fix ci

* fix ci

* remove verbose logs

* fix UBs

* export Error

* fix lint

* update checkenv

Co-authored-by: grimoire <yaoqian@sensetime.com>
 2022-09-05 12:08:36 +08:00
AllentDan a2f82874bb
Support mmocr:dev-1.x (#904) 
* init

* update UT

* fix UT except SAR

* update to latest 2.0

* fix ncnn UT

* export info
 2022-09-01 15:11:43 +08:00
AllentDan 0111e1f10f
[Feature] add swin for cls (#911) 
* add swin for cls

* add ut and doc

* reduce trt batch size

* add regression test

* resolve comments

* remove useless rewriting logic
 2022-08-23 17:14:24 +08:00
RunningLeon 4d8ea40f55
Sync v0.7.0 to dev-1.x (#907) 
* make -install -> make install (#621)

change `make -install` to `make install`

https://github.com/open-mmlab/mmdeploy/issues/618

* [Fix] fix csharp api detector release result (#620)

* fix csharp api detector release result

* fix wrong count arg of xxx_release_result in c# api

* [Enhancement] Support two-stage rotated detector TensorRT. (#530)

* upload

* add fake_multiclass_nms_rotated

* delete unused code

* align with pytorch

* Update delta_midpointoffset_rbbox_coder.py

* add trt rotated roi align

* add index feature in nms

* not good

* fix index

* add ut

* add benchmark

* move to csrc/mmdeploy

* update unit test

Co-authored-by: zytx121 <592267829@qq.com>

* Reduce mmcls version dependency (#635)

* fix shufflenetv2 with trt (#645)

* fix shufflenetv2 and pspnet

* fix ci

* remove print

* ' -> " (#654)

If there is a variable in the string, single quotes will ignored it, while double quotes will bring the variable into the string after parsing

* ' -> " (#655)

same with https://github.com/open-mmlab/mmdeploy/pull/654

* Support deployment of Segmenter (#587)

* support segmentor with ncnn

* update regression yml

* replace chunk with split to support ts

* update regression yml

* update docs

* fix segmenter ncnn inference failure brought by #477

* add test

* fix test for ncnn and trt

* fix lint

* export nn.linear to Gemm op in onnx for ncnn

* fix ci

* simplify `Expand` (#617)

* Fix typo (#625)

* Add make install in en docs

* Add make install in zh docs

* Fix typo

* Merge and add windows build

Co-authored-by: tripleMu <865626@163.com>

* [Enhancement] Fix ncnn unittest (#626)

* optmize-csp-darknet

* replace floordiv to torch.div

* update csp_darknet default implement

* fix test

* [Enhancement] TensorRT Anchor generator plugin (#646)

* custom trt anchor generator

* add ut

* add docstring, update doc

* Add partition doc and sample code (#599)

* update torch2onnx tool to support onnx partition

* add model partition of yolov3

* add cn doc

* update torch2onnx tool to support onnx partition

* add model partition of yolov3

* add cn doc

* add to index.rst

* resolve comment

* resolve comments

* fix lint

* change caption level in docs

* update docs (#624)

* Add java apis and demos (#563)

* add java classifier detector

* add segmentor

* fix lint

* add ImageRestorer java apis and demo

* remove useless count parameter for Segmentor and Restorer, add PoseDetector

* add RotatedDetection java api and demo

* add Ocr java demo and apis

* remove mmrotate ncnn java api and demo

* fix lint

* sync java api folder after rebase to master

* fix include

* remove record

* fix java apis dir path in cmake

* add java demo readme

* fix lint mdformat

* add test javaapi ci

* fix lint

* fix flake8

* fix test javaapi ci

* refactor readme.md

* fix install opencv for ci

* fix install opencv : add permission

* add all codebases and mmcv install

* add torch

* install mmdeploy

* fix image path

* fix picture path

* fix import ncnn

* fix import ncnn

* add submodule of pybind

* fix pybind submodule

* change download to git clone for submodule

* fix ncnn dir

* fix README error

* simplify the github ci

* fix ci

* fix yapf

* add JNI as required

* fix Capitalize

* fix Capitalize

* fix copyright

* ignore .class changed

* add OpenJDK installation docs

* install target of javaapi

* simplify ci

* add jar

* fix ci

* fix ci

* fix test java command

* debugging what failed

* debugging what failed

* debugging what failed

* add java version info

* install openjdk

* add java env var

* fix export

* fix export

* fix export

* fix export

* fix picture path

* fix picture path

* fix file name

* fix file name

* fix README

* remove java_api strategy

* fix python version

* format task name

* move args position

* extract common utils code

* show image class result

* add detector result

* segmentation result format

* add ImageRestorer result

* add PoseDetection java result format

* fix ci

* stage ocr

* add visualize

* move utils

* fix lint

* fix ocr bugs

* fix ci demo

* fix java classpath for ci

* fix popd

* fix ocr demo text garbled

* fix ci

* fix ci

* fix ci

* fix path of utils ci

* update the circleci config file by adding workflows both for linux, windows and linux-gpu (#368)

* update circleci by adding more workflows

* fix test workflow failure on windows platform

* fix docker exec command for SDK unittests

* Fixed tensorrt plugin not found in Windows (#672)

* update introduction.png (#674)

* [Enhancement] Add fuse select assign pass (#589)

* Add fuse select assign pass

* move code to csrc

* add config flag

* remove bool cast

* fix export sdk info of input shape (#667)

* Update get_started.md (#675)

Fix backend model assignment

* Update get_started.md (#676)

Fix backend model assignment

* [Fix] fix clang build (#677)

* fix clang build

* fix ndk build

* fix ndk build

* switch to `std::filesystem` for clang-7 and later

* Deploy the Swin Transformer on TensorRT. (#652)

* resolve conflicts

* update ut and docs

* fix ut

* refine docstring

* add comments and refine UT

* resolve comments

* resolve comments

* update doc

* add roll export

* check backend

* update regression test

* bump version to 0.6.0 (#680)

* bump vertion to 0.6.0

* update version

* pass img_metas while exporting to onnx (#681)

* pass img_metas while exporting to onnx

* remove try-catch in tools for beter debugging

* use get

* fix typo

* [Fix] fix ssd ncnn ut (#692)

* fix ssd ncnn ut

* fix yapf

* fix passing img_metas to pytorch2onnx for mmedit (#700)

* fix passing img_metas for mmdet3d (#707)

* [Fix] Fix android build (#698)

* fix android build

* fix cmake

* fix url link

* fix wrong exit code in pipeline_manager (#715)

* fix exit

* change to general exit errorcode=1

* fix passing wrong backend type (#719)

* Rename onnx2ncnn to mmdeploy_onnx2ncnn (#694)

* improvement(tools/onnx2ncnn.py): rename to mmdeploy_onnx2ncnn

* format(tools/deploy.py): clean code

* fix(init_plugins.py): improve if condition

* fix(CI): update target

* fix(test_onnx2ncnn.py): update desc

* Update init_plugins.py

* [Fix] Fix mmdet ort static shape bug (#687)

* fix shape

* add device

* fix yapf

* fix rewriter for transforms

* reverse image shape

* fix ut of distance2bbox

* fix rewriter name

* fix c4 for torchscript (#724)

* [Enhancement] Standardize C API (#634)

* unify C API naming

* fix demo and move apis/c/* -> apis/c/mmdeploy/*

* fix lint

* fix C# project

* fix Java API

* [Enhancement] Support Slide Vertex TRT (#650)

* reorgnize mmrotate

* fix

* add hbb2obb

* add ut

* fix rotated nms

* update docs

* update benchmark

* update test

* remove ort regression test, remove comment

* Fix get-started rendering issues in readthedocs (#740)

* fix mermaid markdown rendering issue in readthedocs

* fix error in C++ example

* fix error in c++ example in zh_cn get_started doc

* [Fix] set default topk for dump info (#702)

* set default topk for dump info

* remove redundant docstrings

* add ci densenet

* fix classification warnings

* fix mmcls version

* fix logger.warnings

* add version control (#754)

* fix satrn for ORT (#753)

* fix satrn for ORT

* move rewrite into pytorch

* Add inference latency test tool (#665)

* add profile tool

* remove print envs in profile tool

* set cudnn_benchmark to True

* add doc

* update tests

* fix typo

* support test with images from a directory

* update doc

* resolve comments

* [Enhancement] Add CSE ONNX pass (#647)

* Add fuse select assign pass

* move code to csrc

* add config flag

* Add fuse select assign pass

* Add CSE for ONNX

* remove useless code

* Test robot

Just test robot

* Update README.md

Revert

* [Fix] fix yolox point_generator (#758)

* fix yolox point_generator

* add a UT

* resolve comments

* fix comment lines

* limit markdown version (#773)

* [Enhancement] Better index put ONNX export. (#704)

* Add rewriter for tensor setitem

* add version check

* Upgrade Dockerfile to use TensorRT==8.2.4.2 (#706)

* Upgrade TensorRT to 8.2.4.2

* upgrade pytorch&mmcv in CPU Dockerfile

* Delete redundant port example in Docker

* change 160x160-608x608 to 64x64-608x608 for yolov3

* [Fix] reduce log verbosity & improve error reporting (#755)

* reduce log verbosity & improve error reporting

* improve error reporting

* [Enhancement] Support latest ppl.nn & ppl.cv (#564)

* support latest ppl.nn

* fix pplnn for model convertor

* fix lint

* update memory policy

* import algo from buffer

* update ppl.cv

* use `ppl.cv==0.7.0`

* document supported ppl.nn version

* skip pplnn dependency when building shared libs

* [Fix][P0] Fix for torch1.12 (#751)

* fix for torch1.12

* add comment

* fix check env (#785)

* [Fix] fix cascade mask rcnn (#787)

* fix cascade mask rcnn

* fix lint

* add regression

* [Feature] Support RoITransRoIHead (#713)

* [Feature] Support RoITransRoIHead

* Add docs

* Add mmrotate models regression test

* Add a draft for test code

* change the argument name

* fix test code

* fix minor change for not class agnostic case

* fix sample for test code

* fix sample for test code

* Add mmrotate in requirements

* Revert "Add mmrotate in requirements"

This reverts commit 043490075e.

* [Fix] fix triu (#792)

* fix triu

* triu -> triu_default

* [Enhancement] Install Optimizer by setuptools (#690)

* Add fuse select assign pass

* move code to csrc

* add config flag

* Add fuse select assign pass

* Add CSE for ONNX

* remove useless code

* Install optimizer by setup tools

* fix comment

* [Feature] support MMRotate model with le135 (#788)

* support MMRotate model with le135

* cse before fuse select assign

* remove unused import

* [Fix] Support macOS build (#762)

* fix macOS build

* fix missing

* add option to build & install examples (#822)

* [Fix] Fix setup on non-linux-x64 (#811)

* fix setup

* replace long to int64_t

* [Feature] support build single sdk library (#806)

* build single lib for c api

* update csharp doc & project

* update test build

* fix test build

* fix

* update document for building android sdk (#817)

Co-authored-by: dwSun <dwsunny@icloud.com>

* [Enhancement] support kwargs in SDK python bindings (#794)

* support-kwargs

* make '__call__' as single image inference and add 'batch' API to deal with batch images inference

* fix linting error and typo

* fix lint

* improvement(sdk): add sdk code coverage (#808)

* feat(doc): add CI

* CI(sdk): add sdk coverage

* style(test): code format

* fix(CI): update coverage.info path

* improvement(CI): use internal image

* improvement(CI): push coverage info once

* [Feature] Add C++ API for SDK (#831)

* add C++ API

* unify result type & add examples

* minor fix

* install cxx API headers

* fix Mat, add more examples

* fix monolithic build & fix lint

* install examples correctly

* fix lint

* feat(tools/deploy.py): support snpe (#789)

* fix(tools/deploy.py): support snpe

* improvement(backend/snpe): review advices

* docs(backend/snpe): update build

* docs(backend/snpe): server support specify port

* docs(backend/snpe): update path

* fix(backend/snpe): time counter missing argument

* docs(backend/snpe): add missing argument

* docs(backend/snpe): update download and using

* improvement(snpe_net.cpp): load model with modeldata

* Support setup on environment with no PyTorch (#843)

* support test with multi batch (#829)

* support test with multi batch

* resolve comment

* import algorithm from buffer (#793)

* [Enhancement] build sdk python api in standard-alone manner (#810)

* build sdk python api in standard-alone manner

* enable MMDEPLOY_BUILD_SDK_MONOLITHIC and MMDEPLOY_BUILD_EXAMPLES in prebuild config

* link mmdeploy to python target when monolithic option is on

* checkin README to describe precompiled package build procedure

* use packaging.version.parse(python_version) instead of list(python_version)

* fix according to review results

* rebase master

* rollback cmake.in and apis/python/CMakeLists.txt

* reorganize files in install/example

* let cmake detect visual studio instead of specifying 2019

* rename whl name of precompiled package

* fix according to review results

* Fix SDK backend (#844)

* fix mmpose python api (#852)

* add prebuild package usage docs on windows (#816)

* add prebuild package usage docs on windows

* fix lint

* update

* try fix lint

* add en docs

* update

* update

* udpate faq

* fix typo (#862)

* [Enhancement] Improve get_started documents and bump version to 0.7.0 (#813)

* simplify commands in get_started

* add installation commands for Windows

* fix typo

* limit markdown and sphinx_markdown_tables version

* adopt html <details open> tag

* bump mmdeploy version

* bump mmdeploy version

* update get_started

* update get_started

* use python3.8 instead of python3.7

* remove duplicate section

* resolve issue #856

* update according to review results

* add reference to prebuilt_package_windows.md

* fix error when build sdk demos

* fix mmcls

Co-authored-by: Ryan_Huang <44900829+DrRyanHuang@users.noreply.github.com>
Co-authored-by: Chen Xin <xinchen.tju@gmail.com>
Co-authored-by: q.yao <yaoqian@sensetime.com>
Co-authored-by: zytx121 <592267829@qq.com>
Co-authored-by: Li Zhang <lzhang329@gmail.com>
Co-authored-by: tripleMu <gpu@163.com>
Co-authored-by: tripleMu <865626@163.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: Bryan Glen Suello <11388006+bgsuello@users.noreply.github.com>
Co-authored-by: zambranohally <63218980+zambranohally@users.noreply.github.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: tpoisonooo <khj.application@aliyun.com>
Co-authored-by: Hakjin Lee <nijkah@gmail.com>
Co-authored-by: 孙德伟 <5899962+dwSun@users.noreply.github.com>
Co-authored-by: dwSun <dwsunny@icloud.com>
Co-authored-by: Chen Xin <irexyc@gmail.com>
 2022-08-19 09:30:13 +08:00
VVsssssk f957284d54
[Feature]support pointpillar nus version (#391) 
* support pointpillar nus version

* support pointpillar nus version

* add regression test config for mmdet3d

* fix exit with no error code

* fix cfg

* fix worksize

* fix worksize

* fix cfg

* support nus pp

* fix yaml

* fix yaml

* fix yaml

* add ut

* fix ut

Co-authored-by: RunningLeon <mnsheng@yeah.net>
 2022-08-05 16:37:20 +08:00
RunningLeon 2cddae776e
support test with multi batch (#829) 
* support test with multi batch

* resolve comment
 2022-08-01 21:02:59 +08:00
tpoisonooo 2968a18d80
feat(tools/deploy.py): support snpe (#789) 
* fix(tools/deploy.py): support snpe

* improvement(backend/snpe): review advices

* docs(backend/snpe): update build

* docs(backend/snpe): server support specify port

* docs(backend/snpe): update path

* fix(backend/snpe): time counter missing argument

* docs(backend/snpe): add missing argument

* docs(backend/snpe): update download and using

* improvement(snpe_net.cpp): load model with modeldata
 2022-08-01 11:08:55 +08:00
Hakjin Lee 58b256a13b
Upgrade Dockerfile to use TensorRT==8.2.4.2 (#706) 
* Upgrade TensorRT to 8.2.4.2

* upgrade pytorch&mmcv in CPU Dockerfile

* Delete redundant port example in Docker

* change 160x160-608x608 to 64x64-608x608 for yolov3
 2022-07-20 20:36:22 +08:00
q.yao dace58e844
[Enhancement] Support Slide Vertex TRT (#650) 
* reorgnize mmrotate

* fix

* add hbb2obb

* add ut

* fix rotated nms

* update docs

* update benchmark

* update test

* remove ort regression test, remove comment
 2022-07-13 16:09:09 +08:00
q.yao 58584888ee
[Enhancement] Add fuse select assign pass (#589) 
* Add fuse select assign pass

* move code to csrc

* add config flag

* remove bool cast
 2022-06-29 14:43:01 +08:00
RunningLeon 5fce1e8f8d
update docs (#624) 2022-06-29 10:15:48 +08:00
RunningLeon f568fe7da5
Add partition doc and sample code (#599) 
* update torch2onnx tool to support onnx partition

* add model partition of yolov3

* add cn doc

* update torch2onnx tool to support onnx partition

* add model partition of yolov3

* add cn doc

* add to index.rst

* resolve comment

* resolve comments

* fix lint

* change caption level in docs
 2022-06-28 19:46:58 +08:00
Chen Xin 0cb2f67b32
Fix mmpose regression test failed on mmpose v0.26.0 (#576) 
* fix mmpose regression test

* try to fix lint

* fix lint

* remove old config

Co-authored-by: chenxin2 <chenxin2@sensetime.com>
 2022-06-08 20:16:23 +08:00
AllentDan ee878b539b
change resolution and fix regression test for mmocr (#534) 2022-06-02 18:29:41 +08:00
HinGwenWoong aabab46d8a
[Enhancement] Improve MMDeploy Regression test (#425) 
* make regression test as a module under project

* using `--codebase` instead of  `--deploy-yml`

* Improve doc for `--codebase`

* Add shorter arg  `-p` for `--performance`

* make `checopoint-dir` as an arg for the script

* Gen error log when convert fail.

* Improve res code for testing

* Doc add sdk test detail

* Doc add env setup

* Fix lint

* Fix doc lint

* Improve model path in report

* Improve report title

* Improve report checkpoint path

* Fix lint

* move test yaml under `tests/regression`

* Improve the test yaml path

* Fix lint

* Improve doc

* make func `update_report` code better

* move doc to new location

* Fix arg

* Update arg details

* Use cpu when openvino and onnxruntime cpu package

* Fix word

* Fix func of openpyxl 3.0.9

* Add some info

* Fix lint

* Fix filename

* Fix doc link

* Fix dir name with space when is not sdk

* Add args `--models` for test specific model(s)

* not saving report when no model in codebase when using `--models`

* Fix doc

* Fix lint

* Add table for metric in doc

* Improve table for doc

* Using `None` install of `['all']`

* Improce doc

* set device type properly

* Increate popen bufsize

* Add `precision_type` in `work-dir`

* Fix popen stuck

* Fix lint

* Fix lint

* Fix popen stuck by using file handler

* Make metric dataset as a list

* Update mmseg.yml

* Remove 'FPS' in the report

* Update do_regression_test.md

* Improve log

* Fix codespell

* Fix doc

* ncnn only save `xxx.param` as checkpoint name in the report

Co-authored-by: maningsheng <mnsheng@yeah.net>
 2022-05-27 17:08:32 +08:00
tpoisonooo ea0a9e5d43
feat(tools/deploy.py): support ncnn quantization (#476) 
* feat(tools): add onnx2ncnn_quant_table

* feat(tools): add quantization image dataset

* feat(tools): add image dataset

* feat(tools/deploy.py): support quant

* fix(CI): lint

* fix(CI): format

* docs(zh_cn): add quantization usage

* docs(zh_cn): add benchmark

* feat(tools): add onnx2ncnn_quant_table

* docs(zh_cn): add more test result

* CI(github): add quant script

* CI(.github/scripts): add test quant

* fix(CI): remove pushd and popd

* feat(CI): debug

* fix(CI): path error

* fix(CI): fix path

* fix(CI): install wget

* fix(CI): review advices

* improvement(mmdeploy): review advice

* fix(tools): rename to onnx2ncnn_quant_table.py

* improvement(tools): rename file

* improvement(test): remove useless

* fix(tools/quant_image_dataset): remove loadFile in test.pipeline

* docs(quantization.md): update description

* fix(CI): protobuf version

* fix(CI): pip install

* docs(quantization): review advice

* fix(CI): revert mmcv version

* fix(CI): udpate pb version

* fix(CI): update
 2022-05-26 19:53:56 +08:00
q.yao e3a8baac4c
[Enhancement] Support RotatedRetinaNet TensorRT (#422) 
* add rotated nms trt plugin

* fix ops output shape

* rebase

* fix lint

* add fp16, benchmark

* format docs

* remove unused definition, add ut

* add docs

* update docs

* add doc
 2022-05-24 10:34:22 +08:00
AllentDan 9eee75b98f
More ocr models (#446) 
* rewrite sync batchnorm

* export panet and psenet

* resolution

* align fp16 for panet

* refine codes

* enable satrn for trt

* refine docs

* docstring

* docstring

* add ut and refine codes

* fix ut

* resolve comments and move panet-fp16 to doc

* remove ut

* refine ut

* resolve comments

* use size instead of img_scale

* use size of MultiScaleAug

Co-authored-by: dongchunyu.vendor <dongchunyu@pjlab.org.cn>
 2022-05-20 21:52:36 +08:00
Chen Xin 0ce7c83c63
mmrotate sdk module (#450) 
* support mmrotate

* fix name

* windows default link to cudart_static.lib, which is not compatible with static build && python_api

* python api

* fix ci

* fix type & remove unused meta info

* fix doxygen, add [out] to @param

* fix mmrotate-c-api

* refactor naming

* refactor naming

* fix lint

* fix lint

* move replace_RResize -> get_preprocess

* Update cuda.cmake

On windows, make static lib and python api build success.

* fix ptr

* Use unique ptr to prevent memory leaks

* move unique_ptr

* remove deleter

Co-authored-by: chenxin2 <chenxin2@sensetime.com>
Co-authored-by: cx <cx@ubuntu20.04>
 2022-05-17 23:37:32 +08:00
Yue Zhou 42dc5bc316
Support single stage rotated detector in MMRotate (#428) 
* fix lint

* fix lint

* add mmrotate part

* update

* update

* fix

* remove init_detector

* success run with bs=1

* nms_rotated support batch

* support [batch_id, class_id, box_id]

* fix

* fix

* Create test_mmrotate_core.py

* add ut

* add ut

* Update nms_rotated.py

* fix

* Revert "fix"

This reverts commit f792387fb4.

* add mmrotate into requirements

* add ut

* update doc

* update

* skip test because mmcv version < 1.4.6

* update

* Update rotated-detection_static.py

* Update rotated-detection_static.py

* Update rotated-detection_static.py

* fix bug of memory leak.

* Update rotated_detection_model.py
 2022-05-07 16:11:43 +08:00
HinGwenWoong 22652175bc
[Feature] Regression test for mmdeploy (#302) 
* Add regression test script

* Add doc

* Add test yaml for mmdet

* evaluate_outputs Add return result

(cherry picked from commit c8c9cd75df)

* object_detection return metric after eval

(cherry picked from commit 1b8dcaa39e)

* move `deploy_config_dir` to `global_info` in test yaml

* fix path error

* Improve test yaml structure

* Add test env for saving regression report

* Fix SDK test report will crash

* Get SDK FPS

* Add mmcls regression test yaml

* Using CMD to test the backend result

* Get metric from log file

* Imporve coding

* Imporve coding

* restructure test yaml

* resturcture the test yaml and coding, using pipeline style

* Fixed wont saving into report when cant find `backend_test` and `sdk_config`

* set `metric_info` in test yaml

* improve test yaml

* Fixed will get black checkpoint file name

* Fix lint

* Fix yaml

* Add common in test yaml

* Resturcture mmcla test yaml

* Resturcture mmcla test yaml

* Improve mmcls test yaml

* mmcls test success

* Improve tes yaml field

* Add `--test-img` only when `test_img_path` is not None

* Add `precision_type` in report

* Not saving pkl result file any more

* Add 'x' install of '-' when script crash

* Fix some field in mmcls test yaml

* Add mmseg test yaml

* Add unknown backend final file name

* Improve backend file dict

* Add mmseg success

* unify the checkpoint path to relate path

* unify the checkpoint path to relate path

* Add mmpose, need to test

* Support backend file list to `--model` when test the backend

* Fix lint

* Add some common

* FPS get from log always get 1:10 line

* Add dataset in report when test backend

* Get dataset type from model config file

* Replace pipeline.json topk

* SDK report add backend name

* Add txt report, it will save each test

* update mmcls config

* Add `calib-dataset-cfg` in cmd when it exist  in tset yaml

* make model path shorter by cutting the work_dir_root

* Add `task_name` in test yaml

* Add `task_name` in report

* Improve test yaml

* Add mmocr test yaml

* Get mmocr fps metric success

* Add `dataset` feild in test yaml

* Report will skip when the dataset name not in test yaml

* Add dbnet in mmocr test yaml and success get metric

* Add mmedit test yaml

* Improve some common

* Add mmedit success

* Fix lint

* Fix isort lint

* Fix yapf lint

* Undo some changes in `evaluate_outputs`

* Undo some changes in `evaluate_outputs`

* Improve test requirement.txt

* Undo some changes in `evaluate_outputs`

* Improve doc

* Improve mmedit test yaml

* Using `--divice`

* Fix lint

* Using `--performance` replace `--test-type`

* Fix lint

* Fix page link

* Fix backend name

* Using `logger` instead of `print`

* Fix lint

* Add TorchScript in the doc

* Add type hint for all the funcs

* Fix docformatter lint

* Fix path in report have the root of work dir

* mmdet add other backend in tast yaml

* mmdet add other backend in tast yaml

* mmocr add other backend in tast yaml

* mmedit add other backend in tast yaml

* mmpose add other backend in tast yaml

* Delete filed `codebase_model_config_dir` in test yaml

* Using `Config` in metafile.yml instal of `Name` from allmodel config files.

* Fix yapf lint

* update mmpose mmseg config

* Fix lint

* Imporve mmcls test yaml

* Imporve mmedit test yaml

* Imporve mmedit test yaml

* Imporve mmseg test yaml

* update mmdet yml

* Not using pth when conver sucess when in only convert mode

* Using metafile dataset when can not get `model_cfg.dataset_type`

* Fixed `model_name` incorrect in some codebase

* Improve mmcls test yaml image

* Improve mmedit test yaml image

* Improve mmocr test yaml image

* Improve mmseg test yaml image

* Fix test yaml bug

* Support overwirte `metric_tolerance`

* Add `metric_tolerance` in mmcls

* Fixed yaml bug

* mmcls add all models, which had already supported, in test yaml

* Fix report will not replace to ${WORK_DIR}

* Add metric tolerance in mmcls test yaml

* Modefied mmcls global metric tolreance

* remove `metric_tolerance` in each pipeline

* Improve mmcls test yaml

* mmcls add TODO

* imporve test yaml `pp`l -> `pplnn`

* mmdet add all models, which had already supported, in test yaml

* mmedit add all models, which had already supported, in test yaml

* mmocr add all models, which had already supported, in test yaml

* mmpose add all models, which had already supported, in test yaml

* Replace `sdk_xxx_fp32` to `sdk_xxx`

* mmseg add all models, which had already supported, in test yaml

* Import the backend order of test yaml

* Fix mmseg test yaml pplnn static config

* Add notes for Windows user in the doc

* Fix get metric from different metric name but correct dataset name.

* Fix mmedit dataset incorrect

* Fix test yaml of mmedit

* Fix lint

* Fix mmpose can't find metric

* Improve mmseg trt testing config

* Add dataset in mmdet test yaml

* Add logs when continue in the code

* Fix mmpose get metric log error

* Fix mmdet can not get metric

* Add merge report into one

* Fix lint

* Add version in the report

* log2file for each backend

* Fix lint

* Improve report merge

* update mmseg yml to shape 1024x2048

* Fix dependences for merging report

* Imporve mmcls yaml, add `ShuffleNetV1` and `ShuffleNetV2`

* Fix name of model in test yaml with a space will crash when convert

* Add commons for test yaml metric tolerance

* Add mmdet seg detail config in test yaml

* Improve mmdet test yaml

* Fix mmdet mskrcnn metric

Co-authored-by: maningsheng <mnsheng@yeah.net>
 2022-04-28 08:03:59 +08:00
lvhan028 9306bcec80
Dev v0.4.0 (#301) 
* bump version to v0.4.0

* [Enhancement] Make rewriter more powerful (#150)

* Finish function tests

* lint

* resolve comments

* Fix tests

* docstring & fix

* Complement informations

* lint

* Add example

* Fix version

* Remove todo

Co-authored-by: RunningLeon <mnsheng@yeah.net>

* Torchscript support (#159)

* support torchscript

* add nms

* add torchscript configs and update deploy process and dump-info

* typescript -> torchscript

* add torchscript custom extension support

* add ts custom ops again

* support mmseg unet

* [WIP] add optimizer for torchscript (#119)

* add passes

* add python api

* Torchscript optimizer python api (#121)

* add passes

* add python api

* use python api instead of executable

* Merge Master, update optimizer (#151)

* [Feature] add yolox ncnn (#29)

* add yolox ncnn

* add ncnn android performance of yolox

* add ut

* fix lint

* fix None bugs for ncnn

* test codecov

* test codecov

* add device

* fix yapf

* remove if-else for img shape

* use channelshuffle optimize

* change benchmark after channelshuffle

* fix yapf

* fix yapf

* fuse continuous reshape

* fix static shape deploy

* fix code

* drop pad

* only static shape

* fix static

* fix docstring

* Added mask overlay to output image, changed fprintf info messages to … (#55)

* Added mask overlay to output image, changed fprintf info messages to stdout

* Improved box filtering (filter area/score), make sure roi coordinates stay within bounds

* clang-format

* Support UNet in mmseg (#77)

* Repeatdataset in train has no CLASSES & PALETTE

* update result for unet

* update docstring for mmdet

* remove ppl for unet in docs

* fix ort wrap about input type (#81)

* Fix memleak (#86)

* delete []

* fix build error when enble MMDEPLOY_ACTIVE_LEVEL

* fix lint

* [Doc] Nano benchmark and tutorial (#71)

* add cls benchmark

* add nano zh-cn benchmark and en tutorial

* add device row

* add doc path to index.rst

* fix typo

* [Fix] fix missing deploy_core (#80)

* fix missing deploy_core

* mv flag to demo

* target link

* [Docs] Fix links in Chinese doc (#84)

* Fix docs in Chinese link

* Fix links

* Delete symbolic link and add links to html

* delete files

* Fix link

* [Feature] Add docker files (#67)

* add gpu and cpu dockerfile

* fix lint

* fix cpu docker and remove redundant

* use pip instead

* add build arg and readme

* fix grammar

* update readme

* add chinese doc for dockerfile and add docker build to build.md

* grammar

* refine dockerfiles

* add FAQs

* update Dpplcv_DIR for SDK building

* remove mmcls

* add sdk demos

* fix typo and lint

* update FAQs

* [Fix]fix check_env (#101)

* fix check_env

* update

* Replace convert_syncbatchnorm in mmseg (#93)

* replace convert_syncbatchnorm with revert_sync_batchnorm from mmcv

* change logger

* [Doc] Update FAQ for TensorRT (#96)

* update FAQ

* comment

* [Docs]: Update doc for openvino installation (#102)

* fix docs

* fix docs

* fix docs

* fix mmcv version

* fix docs

* rm blank line

* simplify non batch nms (#99)

* [Enhacement] Allow test.py to save evaluation results (#108)

* Add log file

* Delete debug code

* Rename logger

* resolve comments

* [Enhancement] Support mmocr v0.4+ (#115)

* support mmocr v0.4+

* 0.4.0 -> 0.4.1

* fix onnxruntime wrapper for gpu inference (#123)

* fix ncnn wrapper for ort-gpu

* resolve comment

* fix lint

* Fix typo (#132)

* lock mmcls version (#131)

* [Enhancement] upgrade isort in pre-commit config (#141)

* [Enhancement] upgrade isort in pre-commit config by refering to mmflow pr #87

* fix lint

* remove .isort.cfg and put its known_third_party to setup.cfg

* Fix ci for mmocr (#144)

* fix mmocr unittests

* remove useless

* lock mmdet maximum version to 2.20

* pip install -U numpy

* Fix capture_output (#125)

Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>

* configs for all tasks

* use torchvision roi align

* remote unnecessary code

* fix ut

* fix ut

* export

* det dynamic

* det dynamic

* add ut

* fix ut

* add ut and docs

* fix ut

* skip torchscript ut if no ops available

* add torchscript option to build.md

* update benchmark and resolve comments

* resolve conflicts

* rename configs

* fix mrcnn cuda test

* remove useless

* add version requirements to docs and comments to codes

* enable empty image exporting for torchscript and accelerate ORT inference for MRCNN

* rebase

* update example for torchscript.md

* update FAQs for torchscript.md

* resolve comments

* only use torchvision roi_align for torchscript

* fix ut

* use torchvision roi align when pool model is avg

* resolve comments

Co-authored-by: grimoire <streetyao@live.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>

* Update supported mmseg models (#181)

* fix ocrnet cascade decoder

* update mmseg support models

* update mmseg configs

* support emanet and icnet

* set max K of TopK for tensorrt

* update supported models for mmseg in docs

* add test for emamodule

* add configs and update docs

* Update docs

* update benchmark

* [Features]Support mmdet3d (#103)

* add mmdet3d code

* add code

* update code

* [log]This commit finish pointpillar export and evaluate on onnxruntime.The model is sample with nvidia repo model

* add tensorrt config

* fix config

* update

* support for tensorrt

* add config

* fix config`

* fix apis about torch2onnx

* update

* mmdet3d deploy version1.0

* map is ok

* fix code

* version1.0

* fix code

* fix visual

* fix bug

* tensorrt support success

* add docstring

* add docs

* fix docs

* fix comments

* fix comment

* fix comment

* fix openvino wrapper

* add unit test

* fix device about cpu

* fix comment

* fix show_result

* fix lint

* fix requirments

* remove ci about det3d

* fix ut

* add ut data

* support for new version pointpillars

* fix comment

* fix support_list

* fix comments

* fix config name

* [Enhancement] Update pad logic in detection heads (#168)

* pad with register

* fix lint

Co-authored-by: AllentDan <dongchunyu@sensetime.com>

* [Enhancement] Additional arguments support for OpenVINO Model Optimizer (#178)

* Add mo args.

* [Docs]: update docs and argument descriptions (#196)

* bump version to v0.4.0

* update docs and argument descriptions

* revert version change

* fix unnecessary change of config for dynamic exportation (#199)

* fix mmcls get classes (#215)

* fix mmcls get classes

* resolve comment

* resolve comment

* Add ModelOptimizerOptions.

* Fix merge bugs.

* Update mmpose.md (#224)

* [Dostring]add example in apis docstring (#214)

* add example in apis docstring

* add backend example in docstring

* rm blank line

* Fixed get_mo_options_from_cfg args

* fix l2norm test

Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: Haofan Wang <frankmiracle@outlook.com>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>

* [Enhancement] Switch to statically typed Value::Any (#209)

* replace std::any with StaticAny

* fix __compare_typeid

* remove fallback id support

* constraint on traits::TypeId<T>::value

* fix includes

* [Enhancement] TensorRT DCN support (#205)

* add tensorrt dcn support

* fix lint

* remove roi_align plugin for ORT (#258)

* remove roi_align plugin

* remove ut

* skip single_roi_extractor UT for ORT in CI

* move align to symbolic and update docs

* recover UT

* resolve comments

* [Enhancement]: Support fcn_unet deployment with dynamic shape (#251)

* support mmseg fcn+unet dynamic shape

* add test

* fix ci

* fix units

* resolve comments

* [Enhancement] fix-cmake-relocatable (#223)

* require user to specify xxx_dir

* fix line ending

* fix end-of-file-fixer

* try to fix ld cudart cublas

* add ENV var search

* fix CMAKE_CUDA_COMPILER

* cpu, cuda should all work well

* remove commented code

* fix ncnn example find ncnn package (#282)

* table format is wrong (#283)

* update pre-commit (#284)

* update pre-commit

* fix clang-format

* fix mmseg config (#281)

* fix mmseg config

* fix mmpose evaluate outputs

* fix lint

* update pre-commit config

* fix lint

* Revert "update pre-commit config"

This reverts commit c3fd71611f.

* miss code symbol (#296)

* refactor cmake build (#295)

* add-mmpose-sdk (#259)

* Torchscript support (#159)

* support torchscript

* add nms

* add torchscript configs and update deploy process and dump-info

* typescript -> torchscript

* add torchscript custom extension support

* add ts custom ops again

* support mmseg unet

* [WIP] add optimizer for torchscript (#119)

* add passes

* add python api

* Torchscript optimizer python api (#121)

* add passes

* add python api

* use python api instead of executable

* Merge Master, update optimizer (#151)

* [Feature] add yolox ncnn (#29)

* add yolox ncnn

* add ncnn android performance of yolox

* add ut

* fix lint

* fix None bugs for ncnn

* test codecov

* test codecov

* add device

* fix yapf

* remove if-else for img shape

* use channelshuffle optimize

* change benchmark after channelshuffle

* fix yapf

* fix yapf

* fuse continuous reshape

* fix static shape deploy

* fix code

* drop pad

* only static shape

* fix static

* fix docstring

* Added mask overlay to output image, changed fprintf info messages to … (#55)

* Added mask overlay to output image, changed fprintf info messages to stdout

* Improved box filtering (filter area/score), make sure roi coordinates stay within bounds

* clang-format

* Support UNet in mmseg (#77)

* Repeatdataset in train has no CLASSES & PALETTE

* update result for unet

* update docstring for mmdet

* remove ppl for unet in docs

* fix ort wrap about input type (#81)

* Fix memleak (#86)

* delete []

* fix build error when enble MMDEPLOY_ACTIVE_LEVEL

* fix lint

* [Doc] Nano benchmark and tutorial (#71)

* add cls benchmark

* add nano zh-cn benchmark and en tutorial

* add device row

* add doc path to index.rst

* fix typo

* [Fix] fix missing deploy_core (#80)

* fix missing deploy_core

* mv flag to demo

* target link

* [Docs] Fix links in Chinese doc (#84)

* Fix docs in Chinese link

* Fix links

* Delete symbolic link and add links to html

* delete files

* Fix link

* [Feature] Add docker files (#67)

* add gpu and cpu dockerfile

* fix lint

* fix cpu docker and remove redundant

* use pip instead

* add build arg and readme

* fix grammar

* update readme

* add chinese doc for dockerfile and add docker build to build.md

* grammar

* refine dockerfiles

* add FAQs

* update Dpplcv_DIR for SDK building

* remove mmcls

* add sdk demos

* fix typo and lint

* update FAQs

* [Fix]fix check_env (#101)

* fix check_env

* update

* Replace convert_syncbatchnorm in mmseg (#93)

* replace convert_syncbatchnorm with revert_sync_batchnorm from mmcv

* change logger

* [Doc] Update FAQ for TensorRT (#96)

* update FAQ

* comment

* [Docs]: Update doc for openvino installation (#102)

* fix docs

* fix docs

* fix docs

* fix mmcv version

* fix docs

* rm blank line

* simplify non batch nms (#99)

* [Enhacement] Allow test.py to save evaluation results (#108)

* Add log file

* Delete debug code

* Rename logger

* resolve comments

* [Enhancement] Support mmocr v0.4+ (#115)

* support mmocr v0.4+

* 0.4.0 -> 0.4.1

* fix onnxruntime wrapper for gpu inference (#123)

* fix ncnn wrapper for ort-gpu

* resolve comment

* fix lint

* Fix typo (#132)

* lock mmcls version (#131)

* [Enhancement] upgrade isort in pre-commit config (#141)

* [Enhancement] upgrade isort in pre-commit config by refering to mmflow pr #87

* fix lint

* remove .isort.cfg and put its known_third_party to setup.cfg

* Fix ci for mmocr (#144)

* fix mmocr unittests

* remove useless

* lock mmdet maximum version to 2.20

* pip install -U numpy

* Fix capture_output (#125)

Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>

* configs for all tasks

* use torchvision roi align

* remote unnecessary code

* fix ut

* fix ut

* export

* det dynamic

* det dynamic

* add ut

* fix ut

* add ut and docs

* fix ut

* skip torchscript ut if no ops available

* add torchscript option to build.md

* update benchmark and resolve comments

* resolve conflicts

* rename configs

* fix mrcnn cuda test

* remove useless

* add version requirements to docs and comments to codes

* enable empty image exporting for torchscript and accelerate ORT inference for MRCNN

* rebase

* update example for torchscript.md

* update FAQs for torchscript.md

* resolve comments

* only use torchvision roi_align for torchscript

* fix ut

* use torchvision roi align when pool model is avg

* resolve comments

Co-authored-by: grimoire <streetyao@live.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>

* Update supported mmseg models (#181)

* fix ocrnet cascade decoder

* update mmseg support models

* update mmseg configs

* support emanet and icnet

* set max K of TopK for tensorrt

* update supported models for mmseg in docs

* add test for emamodule

* add configs and update docs

* Update docs

* update benchmark

* [Features]Support mmdet3d (#103)

* add mmdet3d code

* add code

* update code

* [log]This commit finish pointpillar export and evaluate on onnxruntime.The model is sample with nvidia repo model

* add tensorrt config

* fix config

* update

* support for tensorrt

* add config

* fix config`

* fix apis about torch2onnx

* update

* mmdet3d deploy version1.0

* map is ok

* fix code

* version1.0

* fix code

* fix visual

* fix bug

* tensorrt support success

* add docstring

* add docs

* fix docs

* fix comments

* fix comment

* fix comment

* fix openvino wrapper

* add unit test

* fix device about cpu

* fix comment

* fix show_result

* fix lint

* fix requirments

* remove ci about det3d

* fix ut

* add ut data

* support for new version pointpillars

* fix comment

* fix support_list

* fix comments

* fix config name

* [Enhancement] Additional arguments support for OpenVINO Model Optimizer (#178)

* Add mo args.

* [Docs]: update docs and argument descriptions (#196)

* bump version to v0.4.0

* update docs and argument descriptions

* revert version change

* fix unnecessary change of config for dynamic exportation (#199)

* fix mmcls get classes (#215)

* fix mmcls get classes

* resolve comment

* resolve comment

* Add ModelOptimizerOptions.

* Fix merge bugs.

* Update mmpose.md (#224)

* [Dostring]add example in apis docstring (#214)

* add example in apis docstring

* add backend example in docstring

* rm blank line

* Fixed get_mo_options_from_cfg args

* fix l2norm test

Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: Haofan Wang <frankmiracle@outlook.com>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>

* add-mmpose-codebase

* fix ci

* fix img_shape after TopDownAffine

* rename TopDown module -> XheadDecode & implement regression decode

* align keypoints_from_heatmap

* remove hardcode keypoint_head, need refactor, current only support topdown config

* add mmpose python api

* update mmpose-python code

* can't clip fake box

* fix rebase error

* fix rebase error

* link mspn decoder to base decoder

* fix ci

* compile with gcc7.5

* remove no use code

* fix

* fix prompt

* remove unnecessary cv::parallel_for_

* rewrite TopdownHeatmapMultiStageHead.inference_model

* add comment

* add more detail docstring why use _cs2xyxy in sdk backend

* fix Registry name

* remove no use param & add comment of output result

Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: grimoire <streetyao@live.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>
Co-authored-by: Haofan Wang <frankmiracle@outlook.com>

* update faq about WinError 1455 (#297)

* update faq about WinError 1455

* Update faq.md

* Update faq.md

* fix ci

Co-authored-by: chenxin2 <chenxin2@sensetime.com>

* [Feature]Support centerpoint (#252)

* bump version to v0.4.0

* [Enhancement] Make rewriter more powerful (#150)

* Finish function tests

* lint

* resolve comments

* Fix tests

* docstring & fix

* Complement informations

* lint

* Add example

* Fix version

* Remove todo

Co-authored-by: RunningLeon <mnsheng@yeah.net>

* Torchscript support (#159)

* support torchscript

* add nms

* add torchscript configs and update deploy process and dump-info

* typescript -> torchscript

* add torchscript custom extension support

* add ts custom ops again

* support mmseg unet

* [WIP] add optimizer for torchscript (#119)

* add passes

* add python api

* Torchscript optimizer python api (#121)

* add passes

* add python api

* use python api instead of executable

* Merge Master, update optimizer (#151)

* [Feature] add yolox ncnn (#29)

* add yolox ncnn

* add ncnn android performance of yolox

* add ut

* fix lint

* fix None bugs for ncnn

* test codecov

* test codecov

* add device

* fix yapf

* remove if-else for img shape

* use channelshuffle optimize

* change benchmark after channelshuffle

* fix yapf

* fix yapf

* fuse continuous reshape

* fix static shape deploy

* fix code

* drop pad

* only static shape

* fix static

* fix docstring

* Added mask overlay to output image, changed fprintf info messages to … (#55)

* Added mask overlay to output image, changed fprintf info messages to stdout

* Improved box filtering (filter area/score), make sure roi coordinates stay within bounds

* clang-format

* Support UNet in mmseg (#77)

* Repeatdataset in train has no CLASSES & PALETTE

* update result for unet

* update docstring for mmdet

* remove ppl for unet in docs

* fix ort wrap about input type (#81)

* Fix memleak (#86)

* delete []

* fix build error when enble MMDEPLOY_ACTIVE_LEVEL

* fix lint

* [Doc] Nano benchmark and tutorial (#71)

* add cls benchmark

* add nano zh-cn benchmark and en tutorial

* add device row

* add doc path to index.rst

* fix typo

* [Fix] fix missing deploy_core (#80)

* fix missing deploy_core

* mv flag to demo

* target link

* [Docs] Fix links in Chinese doc (#84)

* Fix docs in Chinese link

* Fix links

* Delete symbolic link and add links to html

* delete files

* Fix link

* [Feature] Add docker files (#67)

* add gpu and cpu dockerfile

* fix lint

* fix cpu docker and remove redundant

* use pip instead

* add build arg and readme

* fix grammar

* update readme

* add chinese doc for dockerfile and add docker build to build.md

* grammar

* refine dockerfiles

* add FAQs

* update Dpplcv_DIR for SDK building

* remove mmcls

* add sdk demos

* fix typo and lint

* update FAQs

* [Fix]fix check_env (#101)

* fix check_env

* update

* Replace convert_syncbatchnorm in mmseg (#93)

* replace convert_syncbatchnorm with revert_sync_batchnorm from mmcv

* change logger

* [Doc] Update FAQ for TensorRT (#96)

* update FAQ

* comment

* [Docs]: Update doc for openvino installation (#102)

* fix docs

* fix docs

* fix docs

* fix mmcv version

* fix docs

* rm blank line

* simplify non batch nms (#99)

* [Enhacement] Allow test.py to save evaluation results (#108)

* Add log file

* Delete debug code

* Rename logger

* resolve comments

* [Enhancement] Support mmocr v0.4+ (#115)

* support mmocr v0.4+

* 0.4.0 -> 0.4.1

* fix onnxruntime wrapper for gpu inference (#123)

* fix ncnn wrapper for ort-gpu

* resolve comment

* fix lint

* Fix typo (#132)

* lock mmcls version (#131)

* [Enhancement] upgrade isort in pre-commit config (#141)

* [Enhancement] upgrade isort in pre-commit config by refering to mmflow pr #87

* fix lint

* remove .isort.cfg and put its known_third_party to setup.cfg

* Fix ci for mmocr (#144)

* fix mmocr unittests

* remove useless

* lock mmdet maximum version to 2.20

* pip install -U numpy

* Fix capture_output (#125)

Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>

* configs for all tasks

* use torchvision roi align

* remote unnecessary code

* fix ut

* fix ut

* export

* det dynamic

* det dynamic

* add ut

* fix ut

* add ut and docs

* fix ut

* skip torchscript ut if no ops available

* add torchscript option to build.md

* update benchmark and resolve comments

* resolve conflicts

* rename configs

* fix mrcnn cuda test

* remove useless

* add version requirements to docs and comments to codes

* enable empty image exporting for torchscript and accelerate ORT inference for MRCNN

* rebase

* update example for torchscript.md

* update FAQs for torchscript.md

* resolve comments

* only use torchvision roi_align for torchscript

* fix ut

* use torchvision roi align when pool model is avg

* resolve comments

Co-authored-by: grimoire <streetyao@live.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>

* Update supported mmseg models (#181)

* fix ocrnet cascade decoder

* update mmseg support models

* update mmseg configs

* support emanet and icnet

* set max K of TopK for tensorrt

* update supported models for mmseg in docs

* add test for emamodule

* add configs and update docs

* Update docs

* update benchmark

* [Features]Support mmdet3d (#103)

* add mmdet3d code

* add code

* update code

* [log]This commit finish pointpillar export and evaluate on onnxruntime.The model is sample with nvidia repo model

* add tensorrt config

* fix config

* update

* support for tensorrt

* add config

* fix config`

* fix apis about torch2onnx

* update

* mmdet3d deploy version1.0

* map is ok

* fix code

* version1.0

* fix code

* fix visual

* fix bug

* tensorrt support success

* add docstring

* add docs

* fix docs

* fix comments

* fix comment

* fix comment

* fix openvino wrapper

* add unit test

* fix device about cpu

* fix comment

* fix show_result

* fix lint

* fix requirments

* remove ci about det3d

* fix ut

* add ut data

* support for new version pointpillars

* fix comment

* fix support_list

* fix comments

* fix config name

* [Enhancement] Update pad logic in detection heads (#168)

* pad with register

* fix lint

Co-authored-by: AllentDan <dongchunyu@sensetime.com>

* [Enhancement] Additional arguments support for OpenVINO Model Optimizer (#178)

* Add mo args.

* [Docs]: update docs and argument descriptions (#196)

* bump version to v0.4.0

* update docs and argument descriptions

* revert version change

* fix unnecessary change of config for dynamic exportation (#199)

* fix mmcls get classes (#215)

* fix mmcls get classes

* resolve comment

* resolve comment

* Add ModelOptimizerOptions.

* Fix merge bugs.

* Update mmpose.md (#224)

* [Dostring]add example in apis docstring (#214)

* add example in apis docstring

* add backend example in docstring

* rm blank line

* Fixed get_mo_options_from_cfg args

* fix l2norm test

Co-authored-by: RunningLeon <mnsheng@yeah.net>
Co-authored-by: Haofan Wang <frankmiracle@outlook.com>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>

* [Enhancement] Switch to statically typed Value::Any (#209)

* replace std::any with StaticAny

* fix __compare_typeid

* remove fallback id support

* constraint on traits::TypeId<T>::value

* fix includes

* support for centerpoint

* [Enhancement] TensorRT DCN support (#205)

* add tensorrt dcn support

* fix lint

* add docstring and dcn model support

* add centerpoint ut and docs

* add config and fix input rank

* fix merge error

* fix a bug

* fix comment

* [Doc] update benchmark add supported-model-list (#286)

* update benchmark add supported-model-list

* fix lint

* fix lint

* loc mmocr maximum version

* fix ut

Co-authored-by: maningsheng <mnsheng@yeah.net>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: grimoire <streetyao@live.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: lvhan028 <lvhan_028@163.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>
Co-authored-by: AllentDan <dongchunyu@sensetime.com>
Co-authored-by: Haofan Wang <frankmiracle@outlook.com>
Co-authored-by: lzhangzz <lzhang329@gmail.com>

Co-authored-by: maningsheng <mnsheng@yeah.net>
Co-authored-by: Yifan Zhou <singlezombie@163.com>
Co-authored-by: AllentDan <41138331+AllentDan@users.noreply.github.com>
Co-authored-by: grimoire <streetyao@live.com>
Co-authored-by: grimoire <yaoqian@sensetime.com>
Co-authored-by: hanrui1sensetime <83800577+hanrui1sensetime@users.noreply.github.com>
Co-authored-by: Johannes L <tehkillerbee@users.noreply.github.com>
Co-authored-by: VVsssssk <88368822+VVsssssk@users.noreply.github.com>
Co-authored-by: 杨培文 (Yang Peiwen) <915505626@qq.com>
Co-authored-by: Semyon Bevzyuk <semen.bevzuk@gmail.com>
Co-authored-by: AllentDan <dongchunyu@sensetime.com>
Co-authored-by: Haofan Wang <frankmiracle@outlook.com>
Co-authored-by: lzhangzz <lzhang329@gmail.com>
Co-authored-by: Chen Xin <xinchen.tju@gmail.com>
Co-authored-by: chenxin2 <chenxin2@sensetime.com>
 2022-04-01 18:14:23 +08:00
hanrui1sensetime 6948e3d04b
Ncnn demo sdk (#164) 
* fix different dims and data sync and fp16 macro

* fix pad is negative bug, but still need debugging info

* split detection_output to dets and labels

* fix clang++ compile bug

* for fp16 compile macro of cmake

* fix pad_val dict input

* fix yolox missing normalization and get int tensor

* about score_threshold

* remove -lstdc++fs for android

* move -pthread for android

* fix link libraries for CLANG++;

* fix clang-format

* for mobileyolov3 conf_thre

* fix lint

* fix bug

* support ncnn vulkan net

* remove unused debugging info;

* Change INFO to DEBUG

* support vulkan precision mapping

* fix pad

* optimize getdetslabels

* remove EVAL_MODE

* ncnn_net support 4-dim data.

* remove FP16 compile options

* remove use_gpu_vulkan compile options

* fix pad.cpp

* fix yapf

* fix clang-format

* rm redundant lines

* fix pad according to mmdet

* add android build docs

* fix lint

* use cpp style string comparision

* fix use after free bug

* Add missing -DBUILD_SHARED_LIBS=OFF for en

* Add missing -DBUILD_SHARED_LIBS=OFF for ZH-CN

* reset img2tensor_impl

* reset img2tensor_impl

* add blank line

* sync android.md docs

* fix some dirs

* fix docs

* update docs

* fix code
 2022-03-25 23:28:16 +08:00
tripleMu 486d45e739
[FIX] update docs and configs about openvino ssd deployment (#175) 
* add openvino static config for docs' ssd deploy

* fix docs of openvino.md

* fix ssd openvino deployment

* rename openvino config

* remove some files
 2022-02-24 16:09:58 +08:00
RunningLeon 787ebc2392
[Feature]: Support mmpose (#94) 
* add mmpose code

* update

* update

* add rewrites

* test trt

* test litehrnet with trt

* revert unused change

* add docs about mmpose

* add docstring and staticmethod

* update

* update

* update docs

* fix config name and docs

* add pose_detection ut

* add pose data

* fix lint of model.py

* add pose_detection_model ut

* fix docs and docstrinf

* add test_mmpose_models.py

* fix yapf

* fix lint

* fix create input

* support ort ut

* fix yapf

* fix docs

* fix createinput

* test ci bug

* rm test1.py

* fix yapf

* fix flake8

* fix yapf

* add config and update benchmark

* fix table format

* update mmpose benchmark

* update benchmark for mmpose

* run mmpose tests seperately in ci

* fix lint

* resolve comments

* add trt ut config

* fix test

* fix tests

* resolve comments

* resolve comments

* update tests

Co-authored-by: VVsssssk <shenkun@pjlab.org.cn>
Co-authored-by: hanrui1sensetime <hanrui1@sensetime.com>
 2022-02-16 11:03:12 +08:00
RunningLeon 0556feec79
Replace convert_syncbatchnorm in mmseg (#93) 
* replace convert_syncbatchnorm with revert_sync_batchnorm from mmcv

* change logger
 2022-01-26 11:07:28 +08:00
hanrui1sensetime e6e32a9db4
[Feature] add yolox ncnn (#29) 
* add yolox ncnn

* add ncnn android performance of yolox

* add ut

* fix lint

* fix None bugs for ncnn

* test codecov

* test codecov

* add device

* fix yapf

* remove if-else for img shape

* use channelshuffle optimize

* change benchmark after channelshuffle

* fix yapf

* fix yapf

* fuse continuous reshape

* fix static shape deploy

* fix code

* drop pad

* only static shape

* fix static

* fix docstring
 2022-01-19 13:54:45 +08:00
lzhangzz bb655af629
Add Python wrapper for SDK (#27) 
* add python API for detector

* integrate detection

* add python segmentor

* add segmentation support

* add classifier, text-detector, text-recognizer and restorer

* integrate classifier

* integrate textdet, textrecog and restorer

* simplify

* add inst-seg

* fix inst-seg

* integrate inst-seg

* Moidfy _build_wrapper

* better pipeline substitution

* use registry for backend model creation

* build Python module according to C API targets

* minor fix

* move sdk data pipeline to backend_config

* remove debugging lines

* add docstring for SDKEnd2EndModel

* fix type hint

* fix lint

* fix lint

* insert build/lib to sys.path

Co-authored-by: SingleZombie <singlezombie@163.com>
 2022-01-13 11:31:51 +08:00