Commit Graph

719 Commits

Author SHA1 Message Date
Andrew Kwangwoong Park
9972410aa3 [GPU] Add IE Core GPU plugin metric to query overall memory statistics for GPU device (#8421) 2021-11-18 14:26:53 +03:00
Ilya Churaev
f639e4e902 Moved inference_engine samples to cpp folder (#8615)
* Moved inference_engine samples to cpp folder

* Fixed documentations links

* Fixed installation

* Fixed scripts

* Fixed cmake script

* Try to fix install

* Fixed samples

* Some fix
2021-11-18 10:08:20 +03:00
Mikhail Nosov
03c8542357 [I420 color conversion] I420toRGB/I420toBGR reference implementation (#8605)
* ngraph part

* Template reference tests
Common plugin tests
CPU compliance tests
Serialization tests

* Clang format fixes

* Remove reference implementation for f16, bf16, f64 types

* Fix ninja build

* Fix opset8_dump test

* Fix opset8_dump test

* Fix CentOS build

* Removed Myriad preprocessing tests (to be added by separate PR)
2021-11-18 09:48:18 +03:00
Mikhail Nosov
2245ea8be2 [FrontEnd] Rename all frontends from "*_ngraph_frontend*" to "_ov_frontend*" (#8645)
* Renaming all frontends from "*_ngraph_frontend*" to "_ov_frontend*"

Also Debug builds on Windows release frontends without "d" suffix will not be loaded

* Fix review comments and add wheels test debug prints

* More debug prints

* Load by absolute path and remove debug prints
2021-11-18 09:26:13 +03:00
Mikhail Nosov
c81e1aef05 [OV20] I420toRGB and I420toBGR operations specification (#8292) 2021-11-17 16:06:27 +03:00
Roman Kazantsev
8e327bd2ff [MO, TF] Support Custom Wide and Deep CTR model by MO (#8505)
* [MO, TF] Support Custom Wide and Deep CTR model by MO

It implements implicit support of EmbeddingSegmentsMean operation through decomposition.
Also, this extends the current transformation to fuse TensorFlow sub-graph (for Wide and Deep model family)
containing SparseSegmentSum and SparseSegmentMean operations into EmbeddingSegmentsSum or EmbeddingSegmentsMean.

Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>

* Fix unit-tests after modifications of SparseToDense and EmbeddingSegmentsOperationFusing

Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>

* Document SparseSegmentMean support

Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>

* Add computation scheme for normalization coeffs and correct documentation

Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com>
2021-11-17 11:44:04 +03:00
Mikhail Nosov
c2d09afab9 PreProcess API change: (#8629)
- PrePostProcessor takes 'function' argument in constructor
- PrePostProcessor::build() doesn't take any function anymore
- PrePostProcessor::input() method to get reference to input
- PrePostProcessor::output() method to get reference to output
- InputInfo - add getters of tensor, preprocess, network
- OutputInfo - add getters of tensor, preprocess, network

Samples:
ClassificationSampleAsync - use new getters

Inference engine:
- Use new getters in ie_network_reader.cpp

TODO: Consider removal of builder-like API in PrePostProcessor, InputInfo, OutputInfo
2021-11-17 00:51:19 +03:00
Anton Chetverikov
4a8554a76d Add links to missed ops in opset_8.md file (#8620) 2021-11-16 15:23:14 +03:00
Anton Chetverikov
d0f16d205a GatherND_8 reference implementation (#8257)
* Add GatherND_8 operation

* Update shape infer function and tests

* Initial commit for nGraph GatherND_8 operation

* Add GatherNDBase class implementation

* Fix base class errors

* Add missrd header

* Update base class

* Update GatherND_8 implementation

* Fix codestyle

* Fix wrong rank

* Implement tests for gatherND_8 shape inference function

* fix codestyle

* Add limitation to doc

* Siplyfy check in shape inference

* Add more test cases

* Update shape inference function

* Add more test cases to cover all case with dynamic input shapes

* Update shape inference function

* Refactor tests

* Initial commit for gatherND_8 reference implementation

* Add visitor tests for gatherND_8 operation

* Add visitor tests for gatherND_8 operation

* Correct comment

* Add additional check is shape inference function

* Update shape inference implementation for gathernd operartion

* Fix codestyle

* Remove restriction for data is fully defined

* Update shape inference functon

* Add gatherND_8 reference to evaluate map

* Add tests for gathernd_8 reference in batch_dims > 1

* Fix codestyle

* Fix codestyle

* Fix missed check for nonetype

* Remove redundant checks for batch_dims

* Use get_shape method instead of get_input_shape in GatherND reference implementation call

* update reference implementation call

* Properly add GatherND_8 to test opset table

* Update GatherND reference implementation for support opset8 version

* Add unit tests for gatherND_8 reference implementation

* Update gatherND reference implementation call in evaluate map

* Mark failed tests for missed plugin gatherND_8 implementations

* Fix codestyle

* Fix codestyle

* Fix codestyle

* Update tests

* Move common methods to base class

* Fix codestyle

* Revert clone_with_new_input function moving

* Add more test for reference

* partially revert API changes
2021-11-16 10:58:06 +03:00
Steve Yoo
90094e8a8a Migrate Sequence (CTCGreedyDecoder-1, CTCGreedyDecoderSeqLen-6, GRUCell-3, LSTMCell-4, OneHot-1, RNNCell-1) and Sort (ExperimentalDetectronTopKROIs-6) (#8314) 2021-11-16 08:46:21 +03:00
song, bell
9ccc308523 Bell/revise lstm cell sequence (#7638)
* revise LSTM spec

Signed-off-by: fishbell <bell.song@intel.com>

* add param check and related test case

Signed-off-by: fishbell <bell.song@intel.com>

* fix clang-format

Signed-off-by: fishbell <bell.song@intel.com>

* use static_cast to replace c style force conversion

Signed-off-by: fishbell <bell.song@intel.com>
2021-11-16 06:13:26 +03:00
Steve Yoo
f66d9216ef Migrate Movement 2 (BatchToSpace-2, DepthToSpace-1, Roll-7, ShuffleCha… (#8158)
* Migrate Movement2 (BatchToSpace-2, DepthToSpace-1, Roll-7, ShuffleChannels-1, SpaceToBatch-2, SpaceToDepth-1)

* Fix typos while copying

* Update to opset namespace and add i4, u4, bf16 tests when available

* Remove i4, u4 tests from BatchToSpace and Roll
2021-11-16 03:32:29 +03:00
Alexandra Sidorova
5352c2b370 commented test (#8596) 2021-11-15 17:01:02 +03:00
Xiping Yan
3354275da1 Xp/revise embedding bag (#7694)
* Fix: variable writing error.
mas_dimension -> max_dimension

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Update description.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Update EmbeddingBagOffsetsSum comment, it will be easy to understand how to calculate bag.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Add attribute description for md

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* WIP: Add correctness test.

Known issue:
1: weight fp16 issue.
2: default idx(1), don't choose in segment id. why?

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* change param order.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Support test T_IND type (int32 and int64)

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* weight support multiple type input.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* refactor correctness test code.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* embeddingbag offset sum correctness test pass.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* embeddingbag packed sum correctness test pass.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Add visitor without attribute test.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Add EmbeddingSegmentsSum serialization test.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Add EmbeddingBagPackedSum, EmbeddingBagOffsetsSum serialization test.


Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* fix build error after rebase.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* unify name: from ngraph:: to ov::

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* add fp64 support

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Remove my MACRO define wrappers.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Remove useless header file.

* tmp. pass.

* Remove MACRO warpper for embeddingbag_offsetsum

* Remove myown wrapper header, and update template plugin.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Change vector to ov::Shape.

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Rename CreateConstantVV-> CreateConstant

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>

* Fix rebase issue. duplicate case ov::element::f64:

Signed-off-by: Yan, Xiping <xiping.yan@intel.com>
2021-11-15 13:49:21 +03:00
Steve Yoo
b320061ea3 Migrate Movement 1 (Gather-1, Gather-7, Pad-1) (#8414) 2021-11-15 04:31:59 +03:00
Steve Yoo
7a7ea100ec Migrate Movement 1 Operations (StridedSlice-1) (#8221)
* Migrate StridedSlice-1

* Update generate function to literals for bf16 and f16

* Add shapes to tensors
2021-11-12 12:19:19 +03:00
Ilya Lavrenov
e57a455b92 Added support of external modules in static build (#8518)
* Added support of external modules in static build

* Enable template plugin static run; disabled CPU tests run in dynamic build

* Make FEM library dynamic

* Fixed static build

* clang-format

* Fixed targets

* Python tests fix

* Fixed python API tests skip

* Fixed pattern

* Fixed pattern 2

* Don't run template plugin tests in static build
2021-11-12 08:56:57 +03:00
Ilya Lavrenov
461f746430 Install rules for static libraries case (#8384)
* Proper cmake install for static libraries case

* Added an ability to skip template plugin

* Added install rules for VPU / GPU

* Install more libraries

* Fixed absolute TBB include paths

* Disable GNA

* Fixed issue with linker

* Some fixes

* Fixed linkage issues in tests

* Disabled some tests

* Updated CI pipelines

* Fixed Windows linkage

* Fixed custom_opset test for static casr

* Fixed CVS-70313

* Continue on error

* Fixed clanf-format

* Try to fix Windows linker

* Fixed compilation

* Disable samples

* Fixed samples build with THREADING=SEQ

* Fixed link error on Windows

* Fixed ieFuncTests

* Added static Azure CI

* Revert "Fixed link error on Windows"

This reverts commit 78cca36fd2.

* Merge static and dynamic linux pipelines

* Fixed Azure
2021-11-10 18:25:51 +03:00
Ilya Churaev
54c384db11 Updated common migration pipeline (#8176)
* Updated common migration pipeline

* Fixed merge issue

* Added new model and extended example

* Fixed typo

* Added v10-v11 comparison
2021-11-10 16:27:23 +03:00
Wilson Seok
35ba404bcb Migrate ngraph backend test/prior box (#8227)
* Remove fp16 of Convert layer test from skip_tests.config.cpp as it works now

* update repo

* add op reference test of prior_box/prior_box_clustered/reorg_yolo and remove ngraph backend test

* remove related backend test file
2021-11-10 15:28:41 +03:00
Anton Chetverikov
c8e1c8e3eb [MO|nGraph]GatherND_8 (#7743)
* Add GatherND_8 operation

* Update shape infer function and tests

* Initial commit for nGraph GatherND_8 operation

* Add GatherNDBase class implementation

* Fix base class errors

* Add missrd header

* Update base class

* Update GatherND_8 implementation

* Fix codestyle

* Fix wrong rank

* Implement tests for gatherND_8 shape inference function

* fix codestyle

* Add limitation to doc

* Siplyfy check in shape inference

* Add more test cases

* Update shape inference function

* Add more test cases to cover all case with dynamic input shapes

* Update shape inference function

* Refactor tests

* Add visitor tests for gatherND_8 operation

* Correct comment

* Add additional check is shape inference function

* Update shape inference implementation for gathernd operartion

* Fix codestyle

* Remove restriction for data is fully defined

* Update shape inference functon

* Fix missed check for nonetype

* Remove redundant checks for batch_dims

* Fix codestyle
2021-11-10 11:54:52 +03:00
Paul Youngsoo Ahn
d544787254 [GPU] Fix default value of KEY_GPU_MODEL_PRIORITY (#8398) 2021-11-04 12:49:00 +03:00
Ilya Lavrenov
e14ead8dd3 Don't use global objects during CPU plugin nodes registration (#8367)
* Load CPU plugin as extension as well

* Fixed linkage issues

* Added static linux build

* Disabled GPU

* Fix for CPU nodes registration

* Disabled GPU

* Disabled GPU

* Disabled GPU

* Disabled GPU

* Disabled HETERO synthetic tests in static case

* Fixed dependencies

* Proper fix
2021-11-04 12:39:28 +03:00
Mateusz Tabaka
3fc210af21 Reimplement Extension.OnnxModelWith* cases w/o model in source code (#8112)
Ticket: 62567
2021-11-03 14:43:44 +03:00
Paul Youngsoo Ahn
ece45630f0 [GPU] Set affinity TBB using CPUStreamsExecutor (#7738) (#7738) 2021-11-03 11:50:55 +03:00
Steve Yoo
e3f1813e5c Migrate Movement 2 (GatherElements-6, GatherND-5) (#8282) 2021-11-03 08:02:19 +03:00
Steve Yoo
bd756df2f5 Migrate ngraph backend test of constant operation (#7996)
* Add test cases for PReLU in cpu plugin

* For case when slope is vector

* Add Constant template plugin reference tests

* Update CMakeLists.txt and delete constant.in.cpp

* Add tests of tensor_2constant and constant_multi_use

* Add test of constant_equality_bool

* Remove wrong comments

* Remove some of strange if

* Merge to one CreateFunction

* Remove test names and update test for types

* Add bf16 and f64 tests

* Add missing type tests

* Clear actualOutData to allow multiple use of Validate()

* Update SetUp and CreateFunction to support CentOS CI

* Remove inputData = {}
2021-11-03 07:52:59 +03:00
Vladislav Volkov
680e53a005 [Doc] Optimization guide update (#8359)
* [Doc] Optimization guide update

* brushing the freq locking section a bit

Co-authored-by: Maxim Shevtsov <maxim.y.shevtsov@intel.com>
2021-11-02 14:35:21 +03:00
Wilson Seok
75c6af7af5 Migrate ngraph backend test/experimental detectron detection & experimental detectron generate proposals (#8264)
* Remove fp16 of Convert layer test from skip_tests.config.cpp as it works now

* update repo

* add op reference test of experimental_detectron_detection_output and experimental_detecteion_generate_proposals and remove ngraph backend test

* modify visitor api test of experimental_detectron_detection for clang-format

* modify visitor api test of experimental_detectron_detection for clang-format again

* modify visitor api test of experimental_detectron_detection for clang-format again2
2021-11-02 10:48:15 +03:00
Anton Chetverikov
bfa7d41038 Fix incorrect example in GatherND_8 specification (#8308)
* Fix incorrect example

* Added varsion=8 to examples
2021-11-01 14:39:01 +03:00
Anastasia Kuporosova
3251e0cbc3 [Samples] Move C samples to the new samples directory (#8021)
* [Samples] Move C samples to the new samples directory

* fix samples

* [Samples] Move C samples to the new samples directory

* fix samples

* code reivew inspired fixes

* rename folder to lower case

* move ENABLE_SAMPLES cond level up, fix readmes

* fix ref in doc

* fix install path

* fix install of samples to tests

Co-authored-by: Vladimir Dudnik <vladimir.dudnik@intel.com>
2021-11-01 12:59:09 +03:00
Ilya Churaev
4122ef50d6 Introduce OV Extension base api (#7562)
* Moved so loader to utils

* Fixed extension tests

* Fixed tests and style

* Fixed style and tests

* Fixed ARM build

* Fix windows

* Fix ieFuncTests

* Wrap runtime exception

* Fixed tests

* Added separate new extension

* Fixed unicode extension loading

* Try to fix windows

* Fixed windows

* Fixed macro

* Fixed doc

* Fixed build

* Fixed comments

* Try to fix build

* Fixed build

* Fixed build

* Fixed shared_from_this

* Temp commit

* Changed extension

* Fixed merge conflicts

* Removed ngraph namespace from new extensions

* Fixed code style

* Added core add_extension methods and tests

* Added new tests

* Implement tile operation

* Enabled new extensions support

* Fixed build

* Fixed code style

* Try to fix windows

* Changed base extension class

* Removed redundant Ptr

* Fixed comments

* Fixed friend decl

* Fixed Windows export

* Fixed centos

* Added template add_extension method

* Move destructor to public

* Removed BaseExtension class

* Added variadic add_extension methods

* Fixed doc and typo

* Added BaseOpDestructor

* Allow to create new extension only for new operations

* Revert tests

* Fixed comments

* Fixed comments

* Fixed comment

* Added SO Extension wrapper
2021-11-01 10:36:30 +03:00
Wilson Seok
3775efd54a Migrate ngraph backend test/detection output (#8111)
* Remove fp16 of Convert layer test from skip_tests.config.cpp as it works now

* update repo

* add op reference test of detection_output

* update op reference test and remove ngraph backend test

* make up the reference test data
2021-11-01 07:21:28 +03:00
Steve Yoo
ff713a5e01 Migrate Movement 1 Operations (Transpose-1) (#8135)
* Migrate Transpose-1

* Skip dynamic shape tests

* Add shapes to tensors
2021-11-01 05:52:14 +03:00
Steve Yoo
05dfee0a70 Migrate Movement 1 Operations (VariadicSplit-1) (#8091)
* Migrate VariadicSplit

* Skip dynamic shape tests

* Add shapes to tensors
2021-11-01 05:42:10 +03:00
Wilson Seok
f912a8102d Migrate ngraph backend test/psroi pooling/deformable psroi pooling/proposal (#8152)
* Remove fp16 of Convert layer test from skip_tests.config.cpp as it works now

* update repo

* add op reference test of psroi_pooling and deformable_psrio_pooling

* update op reference test

* remove ngraph backend test

* add op reference test of proposalV1 and proposalV4

* update skip_test_config.cpp to avoid failure of accuracy drop in fp16/bf16 test case of proposal
2021-11-01 04:47:42 +03:00
David Nam
cc457e003e Migrate normalization to template plugin test (#8240)
* Migrate normalization to template plugin test

* Migrate result, parameter to template plugin test
2021-10-30 17:58:33 +03:00
David Nam
a429044038 Migrate signals to template plugin test (#8279)
* Migrate signals to template plugin test

* Use AutobroadcastType::NONE instead of AutobroadcastSpec::NONE

* Remove unused variable

* Fix cpplint error

* Remove unused variable
2021-10-29 13:01:42 +03:00
David Nam
b2b9d9f2c7 Migrate MatMul to template plugin test (#8253) 2021-10-29 13:00:30 +03:00
Steve Yoo
5c2ef7268b Migrate Movement 1 Operations (Reverse-1, Split-1) (#8079)
* Migrate Reverse-1 and Split-1

* Separate classes for each exception test case
2021-10-29 12:49:41 +03:00
Irina Efode
c9e7e60a84 [IE TESTS] LayerTestCommon2.0 (#7945)
* Init

* try adopt softmax

* fix size of expected

* Fix cpuFuncTests

* Add configure model

* Remove extra

* fix softmax

* Adopt eltwise

* Eltwise

* Remove old dynamism

* fix oss build

* Remove In,OutPrecision

* Remove incorrect OPENVINO_ASSERT, correct eltwise tests and fix threshold

* Apply Maxim's comments

* Fix build

* ieFuncTests

* return in, out, prc

* fix tests

* Fix tests

* Fixes according to new api

* skip gpu

* try to fix myriad

* Fix myriad

* cpu fix
2021-10-29 12:00:45 +03:00
Ilya Lavrenov
8fb699a42c Static compilation for inference plugins (#8197)
* 1. Removed explicit SHARED from libraries
2. Fixed double definition for ie_layer_validators

* Fixed SEG in unit-test: order of initialization for global vars

* Added an ability to find plugins.xml from static IE

* Fixes in unit-test

* Migrated to new macro for import / export

* Minimized number of custom dllexport

* Don't use IR v7 for static libraries

* Revert for merge

* Don't enable tests with dlopen for static libraries

* Code style

* Added condition for export

* Revert format_reader

* Removed forward decalaration with external linkage

* Fixed IE linkage on Windows

* Reverted back 2 flags

* Minimal RRTI for cpuFuncTests

* Minimal RRTI for cpuFuncTests

* Still need IR v7 reader

* Fixed build

* Fixed compilation

* clang-format fix

* Removed BUILD_AS_IS and used USE_STATIC_IE

* Enable IR v7 reader as static library

* Fixed compilation for GPU plugin

* Trying to build plugins as static library

* Plugins are able provide their own name for CreatePluginEngine function

* Fixed CPU

* Fixed comments

* Fixed ENABLE_IR_V7_READER usage

* Fixed VPU

* clang-format

* Fixes

* Fix

* Load multiple plugins at once

* Fixed interpreter undefined symbols

* Trying to dynamically register static plugins

* Reverted some ngraph changes

* Fixed cpuUnitTests compilation

* Fixed compilation

* Fixed myriad

* Fixed custom_opset tests

* Reverted linker flags

* Support both static and dynamic plugins

* Fixed compilation of myriadFuncTests

* Removed duplication

* Fixes after self-review

* Fixed linkage for preprocessing

* Fixes for Windows

* Fixes

* Fixed cmake options

* Fix

* Fix

* Fix 2
2021-10-28 11:33:56 +03:00
David Nam
d198d57fe1 Migrate pooling to template plugin test (#8136)
* Migrate pooling to template plugin test

* Fix clang format

* Fix clang style error

* Fix clang style error

* Remove unused variable

* Fix cpplint error

* Fix CI build error

* Remove max_pool.in.cpp
2021-10-28 09:45:12 +03:00
Steve Yoo
6f862822e1 Migrate Movement 1 Operations (ScatterNDUpsate-1) (#8116)
* Migrate ScatterNDUpsate-1

* Remove round.in.cpp
2021-10-28 08:42:50 +03:00
Mikhail Nosov
a2a8969201 [OV20] Enable OpenCV tests and support 'u8' type for Interpolate op (#8182)
* Interpolate reference implementation:
- Support u8 and other numeric types
- For integral types - round result to nearest integer (don't cast)
Preprocessing: enable OpenCV tests and add resize conformance tests with OpenCV

* Revert changes in interpolate.cpp, making them minimal needed (added u8 resize)
2021-10-27 20:56:43 +03:00
Mikhail Nosov
7ef4ff6385 Update only Reference implementation and tests (#8126)
There were discovered a lot of issues in 'CompareWithRefs' tests when generated float inputs are not rounded to 'int'
2021-10-27 12:29:37 +03:00
Mikhail Nosov
d65e7d4d4f [OV20] Preprocessing: convert_layout<std::vector<uint64_t>> implementation (#8213)
* Preprocessing: convert_layout<std::vector<uint64_t>> implementation

User is able to use this version without specifying layout explicitly

Same version of convert_layout is added for post-processing

Added usage of new convert_layout to ie_network_reader

* Fix review comment
2021-10-27 11:32:44 +03:00
Bo Liu
ccffed468c PriorBox-8 specification (#8000)
* New version of PriorBox operation to add new 'min_max_aspect_ratios_order' attribute

* Apply suggestions from code review

Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>

* Apply suggestions from code review

Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>

Co-authored-by: Tomasz Dołbniak <tomasz.dolbniak@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
2021-10-27 11:29:06 +03:00
David Nam
96af987c46 Migrate shape1,2 to template plugin test (#8200)
* Migrate shape1,2 to template plugin test

* Fix member variables order
2021-10-27 09:26:32 +03:00
Bo Liu
d5a5dc1aa1 doc of paddle 2nd batch operations support (#7952)
* doc of paddle 2nd batch operations support

* Modified based on UX/DX Team feedback

* update the example command in Convert_Model_From_Paddle.m

* Apply suggestions from code review

Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>

Co-authored-by: meiyang-intel <yang.mei@intel.com>
Co-authored-by: Tatiana Savina <tatiana.savina@intel.com>
2021-10-27 02:02:21 +03:00