├── .clang-format ├── .gitignore ├── .gitmodules ├── .pre-commit-config.yaml ├── .pylintrc ├── CMakeLists.txt ├── LICENSE ├── README.md ├── README_cn.md ├── cmake ├── FindTensorFlow.cmake ├── FindTensorFlowStandalone.cmake ├── cmake_uninstall.in.cmake ├── external_gtest.cmake └── sdl.cmake ├── docker ├── README.md ├── README_cn.md ├── serving_ovtf.patch ├── ubuntu18 │ ├── openvino_tensorflow_cgvh_runtime_2.3.0-serving.dockerfile │ └── openvino_tensorflow_cgvh_runtime_2.3.0.dockerfile └── ubuntu20 │ ├── openvino_tensorflow_cgvh_runtime_2.3.0-serving.dockerfile │ └── openvino_tensorflow_cgvh_runtime_2.3.0.dockerfile ├── docs ├── ARCHITECTURE.md ├── ARCHITECTURE_cn.md ├── BUILD.md ├── BUILD_cn.md ├── INSTALL.md ├── INSTALL_cn.md ├── MODELS.md ├── MODELS_cn.md ├── README.md ├── README_cn.md ├── TROUBLESHOOTING.md ├── TROUBLESHOOTING_cn.md ├── USAGE.md ├── USAGE_cn.md └── site │ ├── main.js │ ├── openvino.png │ └── style.css ├── examples ├── .gitignore ├── CMakeLists.txt ├── README.md ├── README_cn.md ├── TF_1_x │ ├── README.md │ ├── README_cn.md │ ├── classification_sample.py │ ├── convert_yolov4.sh │ ├── keras_to_tensorflow.patch │ └── object_detection_sample.py ├── classification_sample.py ├── classification_sample │ ├── CMakeLists.txt │ ├── main.cc │ ├── thread_safe_queue.h │ └── utils.cc ├── common │ ├── post_process.py │ ├── pre_process.py │ └── utils.py ├── convert_yolov4.bat ├── convert_yolov4.sh ├── data │ ├── detections.jpg │ ├── grace_hopper.jpg │ ├── people-detection.mp4 │ └── yolov4_anchors.txt ├── keras_to_tensorflow.patch ├── notebooks │ ├── OpenVINO_TensorFlow_classification_example.ipynb │ ├── OpenVINO_TensorFlow_object_detection_example.ipynb │ ├── OpenVINO_TensorFlow_tfhub_object_detection_example.ipynb │ ├── README.md │ ├── get_inputs.sh │ └── mscoco_label_map.txt ├── object_detection_sample.py └── requirements.txt ├── images ├── openvino.png ├── openvino_tensorflow_architecture.png └── openvino_wbgd.png ├── index.html ├── logging ├── CMakeLists.txt ├── ovtf_log.cc ├── ovtf_log.h ├── tf_graph_writer.cc └── tf_graph_writer.h ├── maint ├── apply-code-format.sh ├── bash_lib.sh ├── check-code-format.sh └── clang_format_lib.sh ├── openvino_tensorflow ├── CMakeLists.txt ├── api.cc ├── api.h ├── assign_clusters.cc ├── assign_clusters.h ├── backend.cc ├── backend.h ├── backend_manager.cc ├── backend_manager.h ├── cluster_manager.cc ├── cluster_manager.h ├── contexts.h ├── deassign_clusters.cc ├── deassign_clusters.h ├── default_opset.h ├── encapsulate_clusters.cc ├── encapsulate_clusters.h ├── executable.cc ├── executable.h ├── grappler │ ├── add_identityn.cc │ ├── add_identityn.h │ ├── costs │ │ ├── cost_analyzer.cc │ │ ├── cost_analyzer.h │ │ ├── measuring_cost_estimator.cc │ │ ├── measuring_cost_estimator.h │ │ ├── robust_stats.cc │ │ └── robust_stats.h │ ├── ovtf_optimizer.cc │ └── ovtf_optimizer.h ├── ie_backend_engine.cc ├── ie_backend_engine.h ├── ie_basic_engine.cc ├── ie_basic_engine.h ├── ie_tensor.cc ├── ie_tensor.h ├── ie_utils.h ├── ie_vadm_engine.cc ├── ie_vadm_engine.h ├── kernels │ └── encapsulate_op.cc ├── layout_conversions.cc ├── layout_conversions.h ├── mark_for_clustering.cc ├── mark_for_clustering.h ├── ops │ └── encapsulate_op.cc ├── ovtf_builder.cc ├── ovtf_builder.h ├── ovtf_decoder.cc ├── ovtf_decoder.h ├── ovtf_graph_iterator.h ├── ovtf_timer.h ├── ovtf_utils.cc ├── ovtf_utils.h ├── ovtf_version_utils.h ├── pass │ ├── transpose_sinking.cc │ └── transpose_sinking.h ├── rewrite_pass.cc ├── tf_conversion_extensions │ ├── CMakeLists.txt │ └── src │ │ ├── conversion_extensions.cpp │ │ ├── conversion_extensions.hpp │ │ ├── ngraph_conversions.cpp │ │ ├── ngraph_conversions.hpp │ │ ├── op │ │ ├── cast.cpp │ │ ├── concat.cpp │ │ ├── ctc_greedy_decoder.cpp │ │ ├── fused_batch_norm.cpp │ │ ├── fused_conv_2d.cpp │ │ ├── fused_depthwise_conv_2d.cpp │ │ ├── fused_mat_mul.cpp │ │ ├── mkl_swish.cpp │ │ ├── non_max_suppression.cpp │ │ ├── parallel_dynamic_stitch.cpp │ │ └── sparse_to_dense.cpp │ │ ├── utils.cpp │ │ └── utils.hpp ├── tf_deadness_analysis.cc ├── tf_deadness_analysis.h ├── tf_graphcycles.cc ├── tf_graphcycles.h ├── version.cc └── version.h ├── python ├── CreatePipWhl.cmake ├── README.md ├── openvino_tensorflow │ └── __init__.in.py └── setup.in.py ├── requirements.txt ├── test ├── CMakeLists.txt ├── ci │ ├── azure │ │ ├── code_format_check.yml │ │ ├── cpu-mac.yml │ │ ├── run_inception_v3.sh │ │ ├── test_runner.py │ │ ├── ubuntu18.yml │ │ ├── ubuntu20.yml │ │ └── windows.yml │ ├── junit-wrap.sh │ └── run-premerge-ci-checks.sh ├── conversions.cpp ├── graph_rewrites │ ├── assign_clusters.cc │ ├── backend_manager_test.cc │ ├── config_for_grappler_test.cc │ ├── deadness_test.cc │ ├── disable_ops_test.cc │ ├── encapsulate_clusters_test.cc │ └── mark_for_clustering_test.cc ├── install_test.py ├── main.cpp ├── opexecuter.cpp ├── opexecuter.h ├── padding.cpp ├── pass │ └── transpose_sinking_test.cpp ├── python │ ├── .pylintrc │ ├── CMakeLists.txt │ ├── README.md │ ├── README_cn.md │ ├── common.py │ ├── conftest.py │ ├── flib_graph_1.pbtxt │ ├── flib_graph_2.pbtxt │ ├── fusedmatmul_0.pbtxt │ ├── fusedmatmul_1.pbtxt │ ├── fusedmatmul_2.pbtxt │ ├── sample_graph.pb │ ├── sample_graph.pbtxt │ ├── sample_graph │ │ └── saved_model.pb │ ├── sample_graph_nodevice.pbtxt │ ├── tensorflow │ │ ├── README.md │ │ ├── README_cn.md │ │ ├── tests_common.txt │ │ ├── tests_darwin_cpu.txt │ │ ├── tests_darwin_myriad.txt │ │ ├── tests_darwin_ngraph_cpu.txt │ │ ├── tests_linux_cpu.txt │ │ ├── tests_linux_gpu.txt │ │ ├── tests_linux_myriad.txt │ │ ├── tests_windows_cpu.txt │ │ ├── tests_windows_gpu.txt │ │ ├── tests_windows_myriad.txt │ │ └── tf_unittest_runner.py │ ├── test_abs.py │ ├── test_api.py │ ├── test_avgpool3d.py │ ├── test_batchmatmul.py │ ├── test_batchmatmulv2.py │ ├── test_bfloat16.py │ ├── test_biasadd.py │ ├── test_cast.py │ ├── test_const.py │ ├── test_conv2D_KernelChecks.py │ ├── test_conv2d.py │ ├── test_conv2dbackpropinput.py │ ├── test_conv3d.py │ ├── test_crop_and_resize.py │ ├── test_ctc_greedy_decoder.py │ ├── test_depthwiseconv2d.py │ ├── test_elementwise_ops.py │ ├── test_expand_dims.py │ ├── test_flib.py │ ├── test_floor.py │ ├── test_fusedConv2D.py │ ├── test_fusedMatMul.py │ ├── test_fused_ctc_greedy_decoder.py │ ├── test_fusedbatchnorm.py │ ├── test_gather.py │ ├── test_l2loss.py │ ├── test_log1p.py │ ├── test_logsoftmax.py │ ├── test_maxpool3d.py │ ├── test_maxpool3dgrad.py │ ├── test_nms.py │ ├── test_op_disable.py │ ├── test_pad.py │ ├── test_prod.py │ ├── test_provenance_tags_attachment.py │ ├── test_relu6.py │ ├── test_reshape.py │ ├── test_resize.py │ ├── test_resize_to_dynamic_shape.py │ ├── test_reverse.py │ ├── test_scatternd_update.py │ ├── test_select.py │ ├── test_set_backend.py │ ├── test_shared_const.py │ ├── test_sigmoid.py │ ├── test_sign.py │ ├── test_slice.py │ ├── test_softmax.py │ ├── test_softplus.py │ ├── test_split.py │ ├── test_squeeze.py │ ├── test_stack.py │ ├── test_tanh.py │ ├── test_tile.py │ ├── test_topkv2.py │ ├── test_while_loop.py │ ├── tests_common.txt │ ├── tests_darwin_cpu.txt │ ├── tests_darwin_myriad.txt │ ├── tests_darwin_ngraph_cpu.txt │ ├── tests_linux_cpu.txt │ ├── tests_linux_gpu.txt │ ├── tests_linux_myriad.txt │ ├── tests_windows_cpu.txt │ ├── tests_windows_gpu.txt │ ├── tests_windows_myriad.txt │ └── tox.ini ├── resnet_unit_test.py ├── test_array_ops.cpp ├── test_axpy.pbtxt ├── test_axpy_8bit.pbtxt ├── test_axpy_int8_launchop.pbtxt ├── test_axpy_launchop.pbtxt ├── test_general_graph.pbtxt ├── test_graph1.pbtxt ├── test_math_ops.cpp ├── test_nn_ops.cpp ├── test_ovtf_exec.cpp ├── test_thread_safe_queue.cc ├── test_utilities.cpp ├── test_utilities.h ├── tests_common.txt ├── tests_darwin_ngraph_cpu.txt ├── tests_linux_cpu.txt ├── tests_linux_gpu.txt ├── tests_linux_myriad.txt └── tf_exec.cpp ├── test_ovtf.py ├── third-party ├── CMakeLists.txt └── licenses │ ├── abseil-cpp-license.txt │ ├── googletest-license.txt │ ├── tensorflow-license.txt │ └── 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