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1011 Commits

Author SHA1 Message Date
Alexander Alekhin
6b4f3e5fab Merge pull request #22993 from alalek:fixup_21738 2022-12-21 19:50:51 +00:00
Yuantao Feng
a2b3acfc6e
dnn: add the CANN backend (#22634) 
* cann backend impl v1

* cann backend impl v2: use opencv parsers to build models for cann

* adjust fc according to the new transA and transB

* put cann net in cann backend node and reuse forwardLayer

* use fork() to create a child process and compile cann model

* remove legacy code

* remove debug code

* fall bcak to CPU backend if there is one layer not supoorted by CANN backend

* fix netInput forward
 2022-12-21 09:04:41 +03:00
Alexander Alekhin
cdbb893b27 dnn: disable OpenCL code path in MatMul processing 
- this mode is not supported by 22828
 2022-12-20 09:46:48 +00:00
Alexander Alekhin
1102b7eff8 dnn: fix gather layer implementation 
- support FP16 data
 2022-12-20 06:09:34 +00:00
zoom
4891818114 make MatMul support 3D or 4D with broadcast 2022-12-15 10:36:08 +08:00
Alexander Alekhin
8ba44e7d55 Merge pull request #22882 from zihaomu:gemm_first_const 2022-12-08 14:18:33 +00:00
Zihao Mu
0a650b573b
Merge pull request #22840 from zihaomu:optimze_conv_memory_usage 
DNN: reduce the memory used in convolution layer

* reduce the memory in winograd and disabel the test when usage memory is larger than 2gb.

* remove VERY_LOG tag
 2022-12-08 12:57:13 +00:00
Alexander Alekhin
b16f76eede Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-12-03 12:39:41 +00:00
Alexander Alekhin
d16b3b2487 dnn(test): restore openvino tests with 'Cannot get memory' message 2022-12-03 01:34:48 +00:00
Alexander Smorkalov
e14ca39fd7
Merge pull request #22857 from fengyuentau:batched_nms 
dnn: add batched nms
 2022-11-30 12:37:49 +03:00
Alexander Smorkalov
421ba8730a
Merge pull request #22809 from fengyuentau:tile 
dnn: support ONNX Tile
 2022-11-29 14:42:28 +03:00
zihaomu
0d56524b72 gemm support transA and transB, and first input is constance. 2022-11-29 17:13:36 +08:00
fengyuentau
9fded9ca53 batched nms impl 2022-11-29 15:32:34 +08:00
fengyuentau
441624a5fb tile impl 2022-11-29 11:15:38 +08:00
zoom
5044af69d1 let MatMul can work when both two inputs are const 2022-11-27 17:32:41 +08:00
zoom
ef2677b0a6 Make MatMul layer support 3d or 4d operation with const input 2022-11-10 11:41:44 +08:00
Zihao Mu
903bf0147e
Merge pull request #22666 from zihaomu:support_onnx_qdq_model 
DNN: let Quant and Dequant of ONNX_importer support the Constant input.

* let Quant and Dequant support the Constant input.

* fix negative value of axis.
 2022-10-31 16:06:31 +00:00
Alexander Smorkalov
22f8fb4d5c Do not fail tests in Yolo v7 model was not found. 2022-10-24 17:59:18 +03:00
Dmitry Kurtaev
35b2cff295
Merge pull request #22656 from dkurt:halide_fixes 
* Fixes for Halide
* Enable some Halide tests
 2022-10-21 17:49:49 +03:00
Alexander Smorkalov
5d292826b2
Merge pull request #22593 from zihaomu:optimize_wino 
optimize winograd futher more
 2022-10-19 13:08:32 +03:00
Alexander Smorkalov
f378f02954
Merge pull request #22652 from rogday:cuda_test_fixes 
Address CUDA-related errors
 2022-10-19 09:37:12 +03:00
Smirnov Egor
dd14cf6a9c address CUDA-related errors and enable cuda in elementwise ops 2022-10-18 16:54:42 +03:00
Alexander Smorkalov
ec7fc5adca
Merge pull request #22529 from fengyuentau:scatter_scatternd 
DNN: supports Scatter and ScatterND from ONNX
 2022-10-17 14:57:46 +03:00
fengyuentau
d24d8f2abe implementation of scatter and scatternd with conformance tests enabled 2022-10-17 11:30:32 +08:00
zoom
d816442e4d Make Unsqueeze layer support negative axes. 2022-10-14 18:00:19 +08:00
Zihao Mu
0fa43e3aac Optimize the winograd futher more. 2022-10-14 10:15:45 +08:00
Alexander Smorkalov
ec26541771
Merge pull request #22577 from zihaomu:Disable_winograd_branch_in_tryquantize 
DNN: add enableWinograd API for Net
 2022-10-11 09:44:00 +03:00
Alexander Smorkalov
3419e64dcf
Merge pull request #22611 from zihaomu:greaterOrEqual 
DNN: support GreaterOrEqual and LessOrEqual op in ONNX
 2022-10-10 11:43:44 +03:00
Zihao Mu
1e2ceca4df add enableWinograd API for Net. 2022-10-09 09:33:07 +08:00
Alexander Alekhin
347246901e Merge pull request #21745 from alalek:dnn_plugin_openvino 2022-10-08 22:32:25 +00:00
Zihao Mu
9821fae59d add greater_or_equal and less_or_equal ONNX support 2022-10-08 15:51:40 +08:00
Alexander Alekhin
43b2bb2c25 dnn: plugin support for OpenVINO 2022-10-07 16:57:31 +00:00
zoom
4557971481 enhance slice layer 
refactor the code for parsing Slice layer
add test for Slice layer
let 'begin' and 'end' resize to dims
add opset message comment
 2022-10-01 17:12:07 +08:00
Alexander Smorkalov
a6274647a4
Merge pull request #21738 from rogday:gather 
add Gather implementation
 2022-09-19 16:21:14 +03:00
Egor Smirnov
65f71ce2eb add Gather implementation 2022-09-19 15:06:44 +03:00
Alexander Smorkalov
6aefb8e86f
Merge pull request #22290 from fengyuentau:naive_yolov7 
Support for YOLOv7 ONNX (not simplified)
 2022-09-19 14:43:18 +03:00
fengyuentau
4aef9b1c93 dnn: support yolov7 (not simplified) 2022-09-19 18:38:03 +08:00
anton
337452b4c0 changed names of permutations if Reshpe is in NHWC 2022-09-03 19:02:41 +02:00
Alexander Smorkalov
d2c48b898c Merge pull request #22306 from zihaomu:qgemm_and_squeeze_opset13_onnximporter 2022-08-30 06:33:57 +00:00
Zihao Mu
2d837efba7 add qgemm and squeeze op13 supported on ONNXImporter 2022-08-30 09:50:29 +08:00
Alexander Smorkalov
2619099fe5
Merge pull request #22337 from zihaomu:load_ONNX_fp16_as_fp32 
DNN: load fp16 ONNX model as fp32
 2022-08-29 09:32:25 +03:00
Zihao Mu
bb64db98d8
Further optimization of Conv2D, fused Conv_Add_Activation, bring latest code from ficus OpConv.fx. (#22401) 2022-08-26 12:57:25 +03:00
Zihao Mu
7eaec9dd22 load fp16 as fp32 and align fp16 and double in onnx_graph_simplifie 2022-08-26 10:04:44 +08:00
Alexander Alekhin
2ebdc04787 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-08-14 15:50:42 +00:00
Alexander Smorkalov
bb71cb200e
Merge pull request #22199 from zihaomu:bug_fix_22195 
DNN: Reduce Layer (add dynamic batch and ReduceSum support)
 2022-08-11 12:59:51 +03:00
Alexander Smorkalov
b2b7193374
Merge pull request #22311 from zihaomu:layer_fused_optmized_mish 
DNN: add another two Mish activation to onnx_graph_simplifier
 2022-08-05 14:22:06 +03:00
Zihao Mu
0614c40b42 add more skip for very long test case in test_dnn. 2022-08-02 14:58:05 +08:00
Zihao Mu
d4640f4647 support ReduceLayer without reshape layer. 2022-08-02 10:32:31 +08:00
Zihao Mu
3c5377ca1b add another Mish graph simplifier. 2022-07-28 11:21:29 +08:00
rogday
ed69bcae2d
Merge pull request #21865 from rogday:nary_eltwise_layers 
Reimplementation of Element-wise layers with broadcasting support

* init

* semi-working initial version

* add small_vector

* wip

* remove smallvec

* add nary function

* replace auto with Mat in lambda expr used in transform

* uncomment asserts

* autobuffer shape_buf & step_buf

* fix a missing bracket

* fixed a missing addLayer in parseElementWise

* solve one-dimensional broadcast

* remove pre_broadcast_transform for the case of two constants; fix missing constBlobsExtraInfo when addConstant is called

* one autobuffer for step & shape

* temporal fix for the missing original dimension information

* fix parseUnsqueeze when it gets a 1d tensor constant

* support sum/mean/min/max with only one input

* reuse old code to handle cases of two non-constant inputs

* add condition to handle div & mul of two non-constant inputs

* use || instead of or

* remove trainling spaces

* enlarge buf in binary_forward to contain other buffer

* use autobuffer in nary_forward

* generate data randomly and add more cases for perf

* add op and, or & xor

* update perf_dnn

* remove some comments

* remove legacy; add two ONNX conformance tests in filter

* move from cpu_denylist to all_denylist

* adjust parsing for inputs>=2

Co-authored-by: fengyuentau <yuantao.feng@opencv.org.cn>
 2022-07-19 06:14:05 +03:00
Zihao Mu
1b8fba8e26 support ReduceSum with two input and dynamic shape batch size in ReduceLayer. 2022-07-13 13:46:16 +08:00
Zihao Mu
45fbb67aba fix scale layer can not handle 1x1 weight correctly. 2022-07-13 11:25:27 +08:00
Zihao Mu
a80fcacd90
Merge pull request #21372 from zihaomu:dnn_quantize_per_tensor 
Add per_tensor_quantize to int8 quantize

* add per_tensor_quantize to dnn int8 module.

* change api flag from perTensor to perChannel, and recognize quantize type and onnx importer.

* change the default to hpp
 2022-07-05 19:14:42 +03:00
Zihao Mu
59b870a87a
Merge pull request #21910 from zihaomu:fast_conv_ARM 
DNN: Accelerating convolution

* Fast Conv of ARM, X86 and universal intrinsics.

* improve code style.

* error fixed.

* improve the License

* optimize memory allocated and Adjust the threshold.

* change FasterRCNN_vgg16 to 2GB memory.
 2022-07-01 13:03:15 +03:00
Zihao Mu
ef94275eb6 bug fixed of GEMM node in ONNX_importer 2022-06-22 21:08:48 +08:00
Wanli
a6ca48a1c2
Merge pull request #22100 from WanliZhong:issue_22015 
Fix issue 22015, let Clip layer support 1-3 inputs

* Fix issue 22015.
Let layer Clip support 1-3 inputs.

* Resolve other problems caused by modifications

* Update onnx_importer.cpp

added extra checks to min/max handling in Clip

* Add assertions to check the size of the input

* Add test for clip with min and max initializers

* Separate test for "clip_init_min_max". Change the check method for input_size to provide a clearer message in case of problem.

* Add tests for clip with min or max initializers

* Change the implementation of getting input

Co-authored-by: Vadim Pisarevsky <vadim.pisarevsky@gmail.com>
 2022-06-22 14:21:16 +03:00
Zihao Mu
2411b825b4 bug fixed of GEMM node in ONNX_importer 2022-06-22 15:00:17 +08:00
Alexander Alekhin
583bd1a6e2 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-06-04 19:10:35 +00:00
Alexander Alekhin
978dc76653 Merge pull request #22006 from rogday:21947_fix 2022-05-24 19:26:02 +00:00
rogday
a2ad997e97 fix vector access in TF::sortByExecutionOrder 2022-05-24 00:05:13 +03:00
Alexander Alekhin
d9bf522b27 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-05-23 16:06:14 +00:00
rogday
93dc0679ec
Merge pull request #21818 from rogday:revert_renaming 
* add prefixes to layer names and layer output names

* dnn: OPENCV_DNN_ONNX_USE_LEGACY_NAMES runtime parameter

Co-authored-by: Alexander Alekhin <alexander.a.alekhin@gmail.com>
 2022-05-23 14:50:42 +00:00
Alexander Alekhin
bb5462e327 Merge pull request #21991 from fengyuentau:qconv_asympad 2022-05-19 17:20:04 +00:00
fengyuentau
ff88132620 support asymmetric paddings for qconv 2022-05-16 19:01:37 +08:00
Zihao Mu
64ded50bbf parsing depth2space and space2depth of ONNX importer 2022-04-29 10:17:02 +08:00
rogday
9cd5a0a1e6
Merge pull request #21884 from rogday:cuda_cleanup 
Fix CUDA compilation issues and adjust thresholds.

* Fix CUDA compilation issues and adjust thresholds.

* add conformance tests to denylist
 2022-04-19 16:40:25 +00:00
OpenCV Developers
2985739b8c Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-04-16 14:41:15 +00:00
rogday
a2b84e9897 add assert to tf graph simplifier to address security concerns 2022-04-13 22:50:27 +03:00
OpenCV Pushbot
66f3c2673c
Merge pull request #21831 from zihaomu:sign_layer_onnx 
DNN: Add sign, shrink and reciprocal for onnx_impoter
 2022-04-13 17:08:30 +00:00
OpenCV Pushbot
03c9648f2e
Merge pull request #21854 from opencv-pushbot:dnn_test_update_checks_face_detector_4.x 2022-04-12 17:20:22 +00:00
OpenCV Developers
e3a55af336 dnn(test): update opencv_face_detector checks 
original commit: be4a432bea
 2022-04-11 20:27:06 +00:00
OpenCV Developers
be4a432bea dnn(test): update opencv_face_detector checks 2022-04-11 20:26:25 +00:00
zihaomu
e36948cfbc add ONNX OP sign, shrink and reciprocal 2022-04-07 15:32:12 +08:00
Alexander Alekhin
08d44f588f dnn(test): update OpenVINO tests 2022.1.0 (OpenCV 4.x) 2022-04-05 14:13:38 +00:00
Alexander Alekhin
13a995cc1d Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-04-02 19:45:44 +00:00
Alexander Alekhin
4d927e73f1 dnn(test): update OpenVINO tests 2022.1.0 2022-04-02 17:42:53 +00:00
Zihao Mu
7b582b71ba
Merge pull request #21036 from fengyuentau:timvx_backend_support 
dnn: TIM-VX NPU backend support

* Add TimVX NPU backend for DNN module.

* use official branch from tim-vx repo; fix detecting viv sdk

Co-authored-by: fytao <yuantao.feng@outlook.com>
 2022-03-31 21:42:11 +00:00
Alexander Alekhin
5e434073d4 Merge pull request #21796 from alalek:dnn_reduce_fixup_21601 2022-03-30 22:26:28 +00:00
Alexander Alekhin
6f5cf8c15f dnn: fix ReduceLayer implementation, update OpenVINO tests 2022-03-30 20:03:41 +00:00
Alexander Alekhin
b687bc807a dnn(test): update OpenVINO tests 2021.4.2 2022-03-30 18:58:35 +00:00
Alexander Alekhin
1339ebaa84 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-03-26 16:00:28 +00:00
Alexander Alekhin
c9b90884da Merge pull request #21601 from zihaomu:add_reduceLayer 2022-03-26 10:20:10 +00:00
luz paz
8e8e4bbabc dnn: fix various dnn related typos 
Fixes source comments and documentation related to dnn code.
 2022-03-23 18:12:12 -04:00
Zihao Mu
b6b5c27cec Support for some reduce layers for onnx 2022-03-18 10:19:13 +08:00
rogday
93353aea70
Merge pull request #21522 from rogday:lstm 
Fix LSTM support in ONNX

* fix LSTM and add peephole support

* disable old tests

* turn lambdas into functions

* more hacks for  c++98

* add assertions

* slice fixes

* backport of cuda-related fixes

* address review comments
 2022-03-15 09:14:05 +03:00
Alexander Alekhin
901e0ddfe4 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-03-05 19:46:28 +00:00
Alexander Alekhin
5cc27fd3b5 Merge pull request #21542 from rogday:split_expand 2022-02-28 22:38:24 +00:00
Egor Smirnov
375fe81311 fix slice and expand 2022-02-28 17:18:07 +03:00
Maksim Shabunin
a251474144 Update filters in ONNX tests 2022-02-15 11:56:28 +03:00
Maksim Shabunin
45cbf70265 Update filters in ONNX tests 2022-02-14 17:16:49 +03:00
Alexander Alekhin
19926e2979 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-02-11 17:32:37 +00:00
Alexander Alekhin
effce0573b dnn: drop legacy Inference Engine NN builder API 2022-02-10 11:55:24 +00:00
Alexander Alekhin
57d3002ee1 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-02-06 16:10:43 +00:00
Alexander Alekhin
1f70d4e2a5 dnn(test): re-enable ONNX split tests for OpenVINO 2022-02-06 10:36:15 +00:00
Alexander Alekhin
870c8d3c4e dnn(test): fix int8 tolerances 2022-01-31 12:54:01 +00:00
Alexander Alekhin
d573472a86 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2022-01-31 12:53:45 +00:00
Alexander Alekhin
a7e6a1059c dnn(test): fix outputs handling in ONNX conformance 
- ONNX output is 1 tensor per defined output instead of N tensors from outputs of "output" layer
 2022-01-29 23:29:51 +00:00
Zihao Mu
9e3ba487fa
Merge pull request #21518 from zihaomu:resize_onnx_opset13 
Add resize layer compatible with ONNX opset13 version
 2022-01-28 17:55:01 +03:00
Alexander Alekhin
9699e2b483 dnn(onnx): handle non-default ONNX domains 
- re-enable quantized models tests
 2021-12-25 01:38:52 +00:00
Alexander Alekhin
217fea9667 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2021-12-24 16:48:07 +00:00