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773 Commits

Author SHA1 Message Date
Dmitry Kurtaev
9408c3e640 Refactored TensorFlow subgraphs fusion 2019-04-30 09:21:05 +03:00
Alexander Alekhin
e8a626d43a Merge pull request #14407 from dkurt:dnn_ie_fix_batch_detection 2019-04-27 21:48:56 +00:00
Dmitry Kurtaev
4f6be11c0e Check if Inference Engine networks are fully supported by backend 2019-04-25 11:27:17 +03:00
Alexander Alekhin
0431ecb9e2 Merge pull request #14408 from l-bat:onnx_deconv 2019-04-24 14:30:09 +00:00
Liubov Batanina
45ced8e022 Fix ONNX deconvolution 2019-04-24 14:37:52 +03:00
Dmitry Kurtaev
520e351489 Fix batching in DetectionOutput layer 2019-04-24 12:08:49 +03:00
Alexander Alekhin
d0032b0717 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-22 18:17:28 +00:00
Alexander Alekhin
8eb685de9d Merge pull request #14390 from dkurt:dnn_onnx_const_reshape 2019-04-22 15:55:19 +00:00
Dmitry Kurtaev
9b635830bc Run Reshape layer for const input from ONNX models 2019-04-22 17:57:46 +03:00
Dmitry Kurtaev
a5c92c2029 Merge pull request #13694 from dkurt:dnn_ie_async 
Asynchronous API from Intel's Inference Engine (#13694)

* Add forwardAsync for asynchronous mode from Intel's Inference Engine

* Python test for forwardAsync

* Replace Future_Mat to AsyncMat

* Shadow AsyncMat

* Isolate InferRequest callback

* Manage exceptions in Async API of IE
 2019-04-19 21:01:19 +03:00
Alexander Alekhin
c024edb9a8 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-19 15:43:58 +03:00
Alexander Alekhin
4f764b812e Merge pull request #14315 from dkurt:tf_squeeze_and_slim_softmax_v2 2019-04-18 16:01:24 +00:00
Alexander Alekhin
c667de9b68 dnn: force visibility(default) for IE headers 2019-04-16 18:18:31 +03:00
Dmitry Kurtaev
62d079fa69 Fix Normalize layer for Mac 2019-04-16 12:39:04 +03:00
Alexander Alekhin
4635356435 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-13 20:00:54 +00:00
Dmitry Kurtaev
92cbec6fb1 Fix dnn with IE from GitHub 2019-04-13 19:02:03 +03:00
Dmitry Kurtaev
0cfd95c097 Fix TensorFlow's Squeeze and a new fusion for SoftMax from slim backend 2019-04-13 17:04:31 +03:00
Lubov Batanina
60a841c797 Merge pull request #14255 from l-bat:networks_visualization 
* Add networks visualization

* Disable CXX11

* Fixed multy inputs support

* Added output shapes

* Added color for DLIE/CPU

* Fixed graph colors
 2019-04-12 19:31:07 +03:00
Alexander Alekhin
5f500692f1 Merge pull request #14284 from dkurt:fix_14236 2019-04-12 13:05:38 +00:00
Dmitry Kurtaev
a2bbfa1db5 Enable some tests for Inference Engine 2019R1 2019-04-12 15:21:42 +03:00
Dmitry Kurtaev
7ce2397b62 Fix a bug in FusedBatchNorm (TensorFlow) layer importer 2019-04-09 13:35:34 +03:00
Alexander Alekhin
c9fc27b337 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-05 19:08:23 +00:00
Alexander Alekhin
bd43e4f28b Merge pull request #14251 from dkurt:dnn_tf_manage_switch 2019-04-05 12:43:22 +00:00
Dmitry Kurtaev
ec41a4897a Remove Switch and Merge nodes from TensorFlow networks 2019-04-05 12:32:35 +03:00
Alexander Alekhin
473941c341 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-04 18:09:24 +00:00
BALACHANDAR S
aa167434e6 Merge pull request #14252 from balachandarsv:master-mac-openvino-support 
* Mac support for op inference engine

Adding condition to check for mac and add corresponding libraries

* Adding mac support in test cases
 2019-04-04 17:37:45 +03:00
Alexander Alekhin
4001346a30 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-03 19:33:52 +00:00
Alexander Alekhin
c300070b8a Merge pull request #14241 from alalek:openvino_2019R1 2019-04-03 19:26:46 +00:00
103yiran
4bb6edf176 Merge pull request #14117 from 103yiran:103yiran-patch-dnn 
* Postpone variable definitions

* dnn: reduce scope of 'Mat image' variable
 2019-04-03 22:13:11 +03:00
Alexander Alekhin
8483801eab dnn: use OpenVINO 2019R1 defines 2019-04-03 15:39:47 +03:00
Alexander Alekhin
5dc606097c Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-04-02 20:54:41 +00:00
Dmitry Kurtaev
e3286c9055 Enable 1x1 convolution optimization 2019-04-02 14:05:17 +03:00
zuoshaobo
a34c02a001 add support for tf.add_n operation 2019-04-02 03:20:53 -04:00
Alexander Alekhin
7442100caa Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-03-29 19:29:36 +00:00
Lubov Batanina
7d3d6bc4e2 Merge pull request #13932 from l-bat:MyriadX_master_dldt 
* Fix precision in tests for MyriadX

* Fix ONNX tests

* Add output range in ONNX tests

* Skip tests on Myriad OpenVINO 2018R5

* Add detect MyriadX

* Add detect MyriadX on OpenVINO R5

* Skip tests on Myriad next version of OpenVINO

* dnn(ie): VPU type from environment variable

* dnn(test): validate VPU type

* dnn(test): update DLIE test skip conditions
 2019-03-29 16:42:58 +03:00
Alexander Alekhin
3cd6e3b304 Merge pull request #14166 from dkurt:fix_slim_mobilenet_v2 2019-03-28 14:37:35 +00:00
Alexander Alekhin
e8c20bfae6 dnn: fix support drop for IE<2018R3 
- fix build with IE 2018R3
 2019-03-27 20:36:48 +00:00
Dmitry Kurtaev
9cfd219d70 Fix Mobilenet v2 from TensorFlow slim 2019-03-27 15:10:57 +03:00
Alexander Alekhin
90df5e00b4 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-03-26 18:56:54 +00:00
Kohei Yoshida
3bcff7f941 Make use of explicit output shape for the de-convolution layer. 
This is relevant to cases where the net is loaded from an ONNX model
containing ConvTranspose layers, which may include the output_shape
attribute.

c.f. https://github.com/onnx/onnx/blob/master/docs/Operators.md#ConvTranspose
 2019-03-26 10:46:09 -04:00
Dmitry Kurtaev
714b38360f Extend LRN layer support with IE backend 2019-03-25 12:53:34 +03:00
Alexander Alekhin
26087e28ad Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-03-15 22:42:57 +00:00
zuoshaobo
8b52eabd48 fix the region layer's output anchor size normalization error 2019-03-15 08:41:11 -04:00
Alexander Alekhin
8c0b0714e7 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-03-11 19:20:22 +00:00
Alexander Alekhin
922cd208f7 Merge pull request #13875 from allnes:optimization_fuse 2019-03-07 14:38:59 +00:00
Easton Liu
fcfb29766b Add ability to read thresh and nms_threshold from YOLO layer in YOLOV3 cfg file. 
Currently the thresh is hard-coded to be 0.2 and nms_threshold as 0.4.
 2019-03-07 09:55:48 +08:00
Alexander Alekhin
332c37f332 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-03-06 11:43:16 +03:00
Alexander Nesterov
74574dfae4 Added optimization fuse 2019-03-05 18:12:03 -01:00
Alexander Alekhin
80d37ba698 dnn: fix usage of CV_LOG_VERBOSE macro 2019-03-02 14:49:21 +00:00
Alexander Alekhin
c3cf35ab63 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-02-26 17:34:42 +03:00
Alexander Alekhin
865c29a754 Merge pull request #13892 from dkurt:onnx_upsample_unsqueeze 2019-02-26 10:17:07 +00:00
Alexander Alekhin
f6d3adcf3d Merge pull request #13887 from dkurt:dnn_ie_lrn_bug 2019-02-25 14:26:22 +00:00
Alexander Alekhin
ca4fd1e427 Merge pull request #13884 from dkurt:dnn_drop_ie_r1_r2 2019-02-22 11:21:43 +00:00
Dmitry Kurtaev
20400aa9f7 Import Upsample and Unsqueeze from ONNX 2019-02-21 20:17:28 +03:00
Dmitry Kurtaev
4cbd09c41c Add extra limitations for LRN from Inference Engine backend 2019-02-21 14:20:24 +03:00
Alexander Alekhin
0e70363f4a Merge pull request #13882 from dkurt:fix_13479 2019-02-21 09:38:26 +00:00
Dmitry Kurtaev
ed710eaa1c Make Inference Engine R3 as a minimal supported version 2019-02-21 09:32:26 +03:00
Dmitry Kurtaev
bfd663c281 Add a test for grouped deconvolution from ONNX 2019-02-21 08:54:35 +03:00
Ayush Pandey
5c7fe0fe05 Fix Issue #13479 2019-02-21 08:36:16 +03:00
Dmitry Kurtaev
715f881dda Replace default confidence threshold for dnn detections from -FLT_MAX to 0 2019-02-20 13:09:09 +03:00
Alexander Alekhin
8bde6aea4b Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-02-19 19:49:13 +00:00
Alexander Alekhin
8cedc052ca Merge pull request #13841 from dkurt:dnn_ie_future_3 2019-02-19 14:19:36 +00:00
Dmitry Kurtaev
ca5976e3d4 Fix IE backend considering future changes. 2019-02-18 19:26:04 +03:00
Alexander Alekhin
9d3d5e9d65 Merge pull request #13774 from l-bat:fix-IE-tests 2019-02-15 13:54:24 +00:00
Liubov Batanina
183c0fcab1 Changed condition for resize and lrn layers 2019-02-14 13:11:14 +03:00
Alexander Alekhin
dfef04b325 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-02-12 17:54:40 +03:00
Alexander Alekhin
9e7014b59f Merge pull request #13799 from dkurt:dnn_ie_future_2 2019-02-12 14:07:42 +00:00
Dmitry Kurtaev
1606137df2 Read raw floats data from Caffe models 2019-02-11 20:08:17 +03:00
Dmitry Kurtaev
0711dab09d Fix Intel's Inference Engine backend from future. Second try. 2019-02-11 19:47:57 +03:00
klemens
5d9c6723ee spelling fixes 
backport 997b7b18af
 2019-02-11 15:35:10 +03:00
Liubov Batanina
6b4becfd03 Enabled tests on IE backend 2019-02-11 12:39:28 +03:00
klemens
997b7b18af spelling fixes 2019-02-09 22:29:54 +01:00
Alexander Alekhin
f414c16c13 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-02-08 17:18:56 +00:00
Alexander Nesterov
9cbdb48d6d Fix change step 2019-02-07 11:14:20 -01:00
Liubov Batanina
b068d26fad Using IE backend for normalize layer tests 2019-02-07 11:52:27 +03:00
Alexander Alekhin
f67b197d49 Merge pull request #13738 from dkurt:dnn_ie_lock_shared_plugins 2019-02-06 12:09:58 +00:00
Dmitry Kurtaev
bc4e471847 Add a mutex for shared Inference Engine plugins 2019-02-05 19:26:58 +03:00
Alexander Alekhin
fcec053d59 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-02-05 19:12:41 +03:00
Alexander Alekhin
eab6744ac7 dnn(ocl): use compile-time LOCAL_SIZE parameter 
instead of get_local_size(0) and dynamic local memory allocation
 2019-02-05 15:51:16 +03:00
Alexander Alekhin
665408e57f Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-02-01 13:17:32 +03:00
Alexander Alekhin
a42bbc9722 Merge pull request #13736 from dkurt:dnn_ie_future 2019-02-01 10:01:39 +00:00
Dmitry Kurtaev
c918ac298c Fix IE tests 2019-01-31 14:14:38 +03:00
Dmitry Kurtaev
ac262f5b5d Clone convolution layer weights only for fusion 2019-01-29 14:29:47 +03:00
Alexander Alekhin
3585522b24 Merge pull request #13692 from dkurt:dnn_do_not_crash_myriad_in_tests 2019-01-28 18:34:20 +00:00
Dmitry Kurtaev
3c3c5ef2b6 Fix a dnn bug with retrieving all the output blobs 2019-01-28 18:48:56 +03:00
Dmitry Kurtaev
ff775b2e54 Remove ASSERT_ANY_THROW checks fpr Myriad plugin and FP32 networks 2019-01-25 20:09:54 +03:00
Alexander Nesterov
97c3bcb1b7 Added fix for other size 2019-01-24 12:51:16 -01:00
Alexander Alekhin
631b246881 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-01-22 18:00:34 +00:00
Dmitry Kurtaev
f0ddf302b2 Move Inference Engine to new API 2019-01-17 14:28:48 +03:00
Raphael Graf
82c77fa244 dnn: remove malloc.h include 2019-01-10 13:07:36 +01:00
Alexander Alekhin
7e2ebecd52 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2019-01-10 12:29:41 +03:00
Dmitry Kurtaev
d0504c95f4 Add a text message for Convolution layer's input channels check 2019-01-09 13:10:19 +03:00
WuZhiwen
3d44e9ad92 Merge pull request #13520 from wzw-intel:hang 
* dnn/Vulkan: fix GPU hang for heavy convolution tasks

Intel i915 driver will declare GPU hang if the compute shader
takes too long to complete. See
https://bugs.freedesktop.org/show_bug.cgi?id=108947 for details.

The idea in this commit is to divide heavy task into several light
ones and run compute shader multiple times to make each run take
short time enough.

TODO: Add more efficient compute shader

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>

* dnn/Vulkan: add a more efficient conv shader
 2018-12-27 15:06:44 +03:00
Wu Zhiwen
be6a837e15 dnn: add Vulkan device check for BackendRegistry 2018-12-24 10:41:58 +08:00
Alexander Alekhin
1dee705074 Merge branch '3.4' into merge-3.4 2018-12-22 05:40:15 +00:00
Alexander Alekhin
14633bc857 Merge pull request #13497 from dkurt:dnn_torch_bn_train 2018-12-21 14:29:10 +00:00
Dmitry Kurtaev
840c892abd Batch normalization in training phase from Torch 2018-12-21 14:36:55 +03:00
Dmitry Kurtaev
59ce1d80a5 Fix dnn tests for Inference Engine R5 2018-12-21 12:33:30 +03:00
Dmitry Kurtaev
257f60582a Add serialize method for IE net wrapper 
backport 4ba4901ca9
 2018-12-21 05:52:27 +00:00
Alexander Alekhin
bbdc987fc6 dnn: add OpenVINO 2018R5 defines 
https://software.intel.com/en-us/openvino-toolkit
 2018-12-21 05:52:27 +00:00
Alexander Alekhin
0c16d8f6c3 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-12-13 15:12:26 +03:00
Alexander Alekhin
a9771078df Merge pull request #13427 from dkurt:dnn_onnx_dynamic_reshape 2018-12-13 11:15:51 +00:00
Dmitry Kurtaev
e71758cfdf Operate with shapes in ONNX models 2018-12-12 18:34:22 +03:00
Alexander Alekhin
d8583b2c7a dnn: fix vulkan backend builds with Clang 2018-12-12 15:25:39 +03:00
Dmitry Kurtaev
53f6198f27 Minor fixes in IE backend tests 2018-12-10 20:08:13 +03:00
Alexander Alekhin
ea64e860de Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-12-09 13:21:58 +00:00
Dmitry Kurtaev
8422dda2c7 Element-wise subtraction from TensorFlow 2018-12-07 13:38:05 +03:00
Alexander Alekhin
cab15f6c5e Merge pull request #13377 from dkurt:hotfix_dnn_ie_master 2018-12-06 15:11:09 +00:00
Alexander Alekhin
492a072ea8 Merge pull request #13376 from dkurt:hotfix_dnn_ie 2018-12-06 15:09:51 +00:00
Alexander Alekhin
e82e672a93 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-12-06 07:06:58 +00:00
Dmitry Kurtaev
93971a53d9 Exclude Input layer from list of outputs for IE networks 2018-12-06 09:12:05 +03:00
Dmitry Kurtaev
3868cb44f1 Exclude Input layer from list of outputs for IE networks 2018-12-06 09:08:50 +03:00
Alexander Alekhin
6fbf6f8bea Merge pull request #13359 from dkurt:dnn_keras_pad_concat 2018-12-05 19:48:58 +00:00
Alexander Alekhin
9ff1c39daa dnn: fixup available backends/targets 2018-12-05 19:19:17 +03:00
Maksim Shabunin
fe459c82e5 Merge pull request #13332 from mshabunin:dnn-backends 
DNN backends registry (#13332)

* Added dnn backends registry

* dnn: process DLIE/FPGA target
 2018-12-05 18:11:45 +03:00
Dmitry Kurtaev
c9e0c77d73 Concat layer from TensorFlow with constant inputs 2018-12-04 19:41:40 +03:00
Dmitry Kurtaev
4ba4901ca9 Add serialize method for IE net wrapper 2018-11-27 12:02:00 +03:00
Alexander Alekhin
8f4e5c2fb8 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-26 15:37:45 +03:00
Dmitry Kurtaev
84ce2cc211 Enable some dnn tests according to the new Intel's Inference Engine release (R4) 2018-11-26 13:02:24 +03:00
Wu Zhiwen
4e65283081 dnn/Vulkan: make thread safe 
Use a global dedicated mutex to make sure initialize once and
protect command buffer pool and queue.

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>
 2018-11-26 14:08:37 +08:00
Dmitry Kurtaev
2f6f52d644 Fix ONNX's emotion_ferplus model. 
Reduce input size for OpenPose tests
 2018-11-23 19:00:17 +03:00
WuZhiwen
02cc1cd6e6 Merge pull request #13244 from wzw-intel:init_vulkan 
* dnn/Vulkan: don't init Vulkan runtime if using other backend/target

Don't need to explictly call a init API but will automatically
init Vulkan environment the first time to use an VkCom object.

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>

* dnn/Vulkan: depress compilier warning for "-Wsign-promo"

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>
 2018-11-22 19:46:30 +03:00
Alexander Alekhin
7fa7fa0226 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-21 08:33:39 +00:00
Alexander Alekhin
eaf39f6b6b Merge pull request #13213 from alalek:fix_format 2018-11-20 14:53:20 +00:00
Alexander Alekhin
d7272f76fb dnn: fix format 2018-11-19 19:33:56 +00:00
Dmitry Kurtaev
0d117312c9 DNN_TARGET_FPGA using Intel's Inference Engine 2018-11-19 11:41:43 +03:00
Alexander Alekhin
22dbcf98c5 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-17 14:17:35 +00:00
Christopher Gundler
b58a8729c2 Merge pull request #13131 from Christopher22:add_transposedConv_onnx 
* Add support for ConvTranspose when parsing ONNX.

* Add support for ConvTranspose when parsing ONNX.

* Add test for Deconvolution
 2018-11-16 22:50:40 +03:00
Alexander Alekhin
f2bec05e6d Merge pull request #12913 from dkurt:dnn_fix_ie_hyperparams 2018-11-16 18:36:12 +00:00
Dmitry Kurtaev
b5c54e447c Extra hyperparameters for Intel's Inference Engine layers 2018-11-15 20:06:37 +03:00
Dmitry Kurtaev
ef5d921eac Fix Vulkan's max pooling in case of no output indices 2018-11-15 14:10:54 +03:00
Alexander Alekhin
96c71dd3d2 dnn: reduce set of ignored warnings 2018-11-15 13:15:59 +03:00
Alexander Alekhin
8409aa9eba Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-14 19:41:09 +00:00
catree
10b482ff1e Fix code and missing intrin header. Remove useless header. 2018-11-14 19:00:59 +01:00
Dmitry Kurtaev
80265a0815 Fix a bug with OpenVINO backend 2018-11-14 13:42:06 +03:00
Alexander Alekhin
f5b212a9d4 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-12 17:58:45 +03:00
Alexander Alekhin
801c943009 fix coverity reports 2018-11-11 13:51:47 +00:00
Alexander Alekhin
1913482cf5 Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-10 20:50:26 +00:00
Alexander Alekhin
0c261acf3a Merge pull request #13065 from dkurt:dnn_update_tf_faster_rcnn 2018-11-08 16:31:39 +00:00
Alexander Alekhin
997ad12730 Merge pull request #12985 from wzw-intel:vkcom_refine 2018-11-08 10:26:57 +00:00
Dmitry Kurtaev
dc9e6d3af8 Update a script to generate text graphs for Faster-RCNN networks from TensorFlow 2018-11-07 18:33:01 +03:00
catree
eebf0dd7c9 Fix integer overflow when accumulating timing values. 2018-11-07 13:04:48 +01:00
Wu Zhiwen
33c9d57c6f dnn/Vulkan: skip heavy convolution task 
This is a workaround for GPU hang on heavy convolution workload (> 10 GFLOPS).
e.g. ResNet101_DUC_HDC

For the long time task, vkWaitForFences() return without error but next call on
vkQueueSubmit() return -4, i.e. "VK_ERROR_DEVICE_LOST" and driver reports GPU hang.

Need more investigation on root cause of GPU hang and need to optimize convolution shader
to reduce process time.
 2018-11-07 16:38:36 +08:00
Alexander Alekhin
687fa6a8ca Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-11-02 05:33:35 +00:00
Dmitry Kurtaev
a6f9170f10 Add ONNX's padding import 2018-10-31 18:24:05 +03:00
Wu Zhiwen
34e9d1eb3c dnn/Vulkan: support log softmax 
Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>
 2018-10-31 09:47:38 +08:00
Wu Zhiwen
3914c17b0d dnn/Vulkan: Refine error handle mechanism 
Fallback to OPENCV backend and CPU target if catch exception from
vkcom backend.

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>
 2018-10-31 09:47:33 +08:00
Wu Zhiwen
7fff245f87 dnn/Vulkan: Rename function_list.inl 
Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>
 2018-10-30 08:29:43 +08:00
WuZhiwen
6e3ea8b49d Merge pull request #12703 from wzw-intel:vkcom 
* dnn: Add a Vulkan based backend

This commit adds a new backend "DNN_BACKEND_VKCOM" and a
new target "DNN_TARGET_VULKAN". VKCOM means vulkan based
computation library.

This backend uses Vulkan API and SPIR-V shaders to do
the inference computation for layers. The layer types
that implemented in DNN_BACKEND_VKCOM include:
Conv, Concat, ReLU, LRN, PriorBox, Softmax, MaxPooling,
AvePooling, Permute

This is just a beginning work for Vulkan in OpenCV DNN,
more layer types will be supported and performance
tuning is on the way.

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>

* dnn/vulkan: Add FindVulkan.cmake to detect Vulkan SDK

In order to build dnn with Vulkan support, need installing
Vulkan SDK and setting environment variable "VULKAN_SDK" and
add "-DWITH_VULKAN=ON" to cmake command.

You can download Vulkan SDK from:
https://vulkan.lunarg.com/sdk/home#linux

For how to install, see
https://vulkan.lunarg.com/doc/sdk/latest/linux/getting_started.html
https://vulkan.lunarg.com/doc/sdk/latest/windows/getting_started.html
https://vulkan.lunarg.com/doc/sdk/latest/mac/getting_started.html
respectively for linux, windows and mac.

To run the vulkan backend, also need installing mesa driver.
On Ubuntu, use this command 'sudo apt-get install mesa-vulkan-drivers'

To test, use command '$BUILD_DIR/bin/opencv_test_dnn --gtest_filter=*VkCom*'

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>

* dnn/Vulkan: dynamically load Vulkan runtime

No compile-time dependency on Vulkan library.
If Vulkan runtime is unavailable, fallback to CPU path.

Use environment "OPENCL_VULKAN_RUNTIME" to specify path to your
own vulkan runtime library.

Signed-off-by: Wu Zhiwen <zhiwen.wu@intel.com>

* dnn/Vulkan: Add a python script to compile GLSL shaders to SPIR-V shaders

The SPIR-V shaders are in format of text-based 32-bit hexadecimal
numbers, and inserted into .cpp files as unsigned int32 array.

* dnn/Vulkan: Put Vulkan headers into 3rdparty directory and some other fixes

Vulkan header files are copied from
https://github.com/KhronosGroup/Vulkan-Docs/tree/master/include/vulkan
to 3rdparty/include

Fix the Copyright declaration issue.

Refine OpenCVDetectVulkan.cmake

* dnn/Vulkan: Add vulkan backend tests into existing ones.

Also fixed some test failures.

- Don't use bool variable as uniform for shader
- Fix dispathed group number beyond max issue
- Bypass "group > 1" convolution. This should be support in future.

* dnn/Vulkan: Fix multiple initialization in one thread.
 2018-10-29 17:51:26 +03:00
Alexander Alekhin
50bec53afc Merge remote-tracking branch 'upstream/3.4' into merge-3.4 2018-10-26 17:56:55 +03:00