[onert] Add model verification for I/O consistency

[batcheu]

This commit adds verification step to ensure loaded models have matching input/output counts with the pipeline configuration.

ONE-DCO-1.0-Signed-off-by: Jonghwa Lee jonghwa3.lee@samsung.com

---

• [onert] Support Multiple Model Files for Bulk Op #16280
• [Draft] Support BulkPipeline operation for multi-model execution #16281

[hseok-oh]

LGTM

[batcheu]

LGTM

I posted an additional commit for unittest.
Please, take a look again ;)

❯ ./onert/backend/trix/test_onert_trix_backend --gtest_filter="BulkPipeline*"
Running main() from /home/ljh/workspace/soca/one.forked/runtime/externals/GTEST-1.15.2/googletest/src/gtest_main.cc
Note: Google Test filter = BulkPipeline*
[==========] Running 11 tests from 3 test suites.
[----------] Global test environment set-up.
[----------] 3 tests from BulkPipelineBufferTest
[ RUN      ] BulkPipelineBufferTest.test_allocate
[       OK ] BulkPipelineBufferTest.test_allocate (0 ms)
[ RUN      ] BulkPipelineBufferTest.test_deallocate
[       OK ] BulkPipelineBufferTest.test_deallocate (0 ms)
[ RUN      ] BulkPipelineBufferTest.test_fillFromFile
[       OK ] BulkPipelineBufferTest.test_fillFromFile (0 ms)
[----------] 3 tests from BulkPipelineBufferTest (0 ms total)

[----------] 4 tests from BulkPipelineManagerTest
[ RUN      ] BulkPipelineManagerTest.test_initilize
[       OK ] BulkPipelineManagerTest.test_initilize (0 ms)
[ RUN      ] BulkPipelineManagerTest.test_shutdown
[       OK ] BulkPipelineManagerTest.test_shutdown (0 ms)
[ RUN      ] BulkPipelineManagerTest.test_execute
[       OK ] BulkPipelineManagerTest.test_execute (0 ms)
[ RUN      ] BulkPipelineManagerTest.test_verify_models
Failed to initialize pipeline: Model model_path_0 has different number of inputs/outputs
[       OK ] BulkPipelineManagerTest.test_verify_models (0 ms)
[----------] 4 tests from BulkPipelineManagerTest (0 ms total)

[----------] 4 tests from BulkPipelineModelTest
[ RUN      ] BulkPipelineModelTest.test_model_creation
[       OK ] BulkPipelineModelTest.test_model_creation (0 ms)
[ RUN      ] BulkPipelineModelTest.test_model_run
[       OK ] BulkPipelineModelTest.test_model_run (0 ms)
[ RUN      ] BulkPipelineModelTest.test_model_release
[       OK ] BulkPipelineModelTest.test_model_release (0 ms)
[ RUN      ] BulkPipelineModelTest.test_async_fill
Failed to fill buffers asynchronously: Buffers not properly initialized for: next_model_path
[       OK ] BulkPipelineModelTest.test_async_fill (0 ms)
[----------] 4 tests from BulkPipelineModelTest (0 ms total)

[----------] Global test environment tear-down
[==========] 11 tests from 3 test suites ran. (0 ms total)
[  PASSED  ] 11 tests.