2f0bcc8542
* Moved stress tests to OV API 2.0 * Fix for using ouput index instead of get_index * Removed ov::runtime namespace in stress tests * Updated stress tests according to latest changes in OV 2.0 * Fix memleaks tests * Updated run_memcheck.py to process gtest_filter * Updated fillTensors, added InferAPI1 and InferAPI2 classes * Updated test_inference_with_streams * Updated isImage, comments * Updated fillTensors to fill image_info inputs with positive pseudo-random numbers * Removed redundant variable in fillTensors
Stress Tests Suite
This test suite contains tests evaluating the behavior of various OpenVINO use cases under stress conditions:
-
MemCheckTests measuring memory required for the use cases and fail when memory usage exceeds a pre-defined level.
-
StressMemLeaksTests ensure that the use cases does not increase memory levels when executing continuously.
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StressUnitTests executing various Inference Engine use cases in parallel threads and processes.
Each test refers to configuration files located in <test dir>\.automation
folder.
Getting Started
Stress tests are based on the googletest framework. You can filter tests with
--gtest_filter and explore tests available with --gtest_list_tests options.
Tests measuring memory have a temporary limitation - those need to be executed one at a time to mitigate memory statistics pollution. You can use gtest-parallel for massive tests execution.
Pre-requisites
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Linux OS to build the tests.
-
gtest-parallel to execute tests.
Building Tests
To build the tests, you need to have OpenVINO™ installed or build from source. Before build the tests, open a terminal, set OpenVINO™ environment, and after that run the commands below:
source <OpenVINO_install_dir>/setupvars.sh
mkdir build && cd build
cmake .. && make -j$(nproc)
Preparing Test Data
Stress tests may work with models from Open Model Zoo. To use it,
download and convert models to IRs using ./scripts/get_testdata.py script.
Script will update test config file with data required for OMZ models execution.
From Intel network you can use models from cache at vdp_tests file share.
Refer to VDP shared folders on using file shares.
Running Tests
gtest-parallel <openvino_bin>/StressMemLeaksTests
For MemCheckTests preferable way is:
python ./scripts/run_memcheck.py --gtest_parallel <gtest_parallel_py_path>
<openvino_bin>/MemCheckTests -- --test_conf=<test_conf_path> --refs_conf=<refs_conf_path>
MemCheckTests logs can be used to gather reference values based on current memory consumption:
mkdir -p MemCheckTests-logs && \
gtest-parallel -d ./MemCheckTests-logs ./MemCheckTests && \
grep -rh ./MemCheckTests-logs -e ".*<model " | sed -e "s/.*<model /<model /" | sort