├── .clang-format ├── .github └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── .gitmodules ├── 3rdparty └── json │ ├── README.md │ └── nlohmann │ └── json.hpp ├── CMakeLists.txt ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Config.cmake.in ├── Jenkinsfile ├── LICENSE ├── NOTICE ├── README.md ├── aar ├── .gitignore ├── build.gradle ├── dlr │ ├── .gitignore │ ├── build.gradle │ ├── consumer-rules.pro │ ├── proguard-rules.pro │ └── src │ │ └── main │ │ ├── AndroidManifest.xml │ │ └── java │ │ └── com │ │ └── amazon │ │ └── neo │ │ └── dlr │ │ └── DLR.java ├── gradle.properties ├── gradle │ └── wrapper │ │ ├── gradle-wrapper.jar │ │ └── gradle-wrapper.properties ├── gradlew └── settings.gradle ├── cmake ├── Utils.cmake ├── googletest-download.cmake └── googletest.cmake ├── container ├── Dockerfile.cpu ├── Dockerfile.gpu ├── Dockerfile.inf1-mx ├── Dockerfile.inf1-mx1.8 ├── Dockerfile.inf1-pyt ├── Dockerfile.inf1-pyt1.10 ├── Dockerfile.inf1-pyt1.11 ├── Dockerfile.inf1-pyt1.8 ├── Dockerfile.inf1-pyt1.9 ├── README.md ├── config-inf1.properties ├── config.properties ├── dockerd-entrypoint.sh ├── ec2_compilation_container │ ├── Dockerfile │ ├── README.md │ ├── compile_gluoncv.py │ ├── compile_keras.py │ ├── compile_tensorflow.py │ └── tvm_ec2_compiler_utils.py ├── inf1_mx_entry.py ├── inf1_pyt_entry.py ├── mms_config_image_classification.sh ├── mms_config_mxnet_byom.sh ├── mms_config_xgboost.sh ├── neo_template_image_classification.py ├── neo_template_mxnet_byom.py ├── neo_template_xgboost.py ├── sagemaker-pytorch-inferentia-serving │ ├── setup.cfg │ ├── setup.py │ └── src │ │ └── sagemaker_pytorch_inferentia_serving_container │ │ ├── __init__.py │ │ ├── default_inference_handler.py │ │ ├── handler_service.py │ │ └── serving.py ├── sagemaker-tensorflow-inferentia │ ├── Dockerfile.inf1-tf │ ├── Dockerfile.inf1-tf2.5 │ ├── Dockerfile.inf1-tf2.6 │ ├── Dockerfile.inf1-tf2.7 │ ├── Dockerfile.inf1-tf2.8 │ └── build_artifacts │ │ ├── __init__.py │ │ ├── deep_learning_container.py │ │ ├── dockerd-entrypoint.py │ │ └── sagemaker │ │ ├── __init__.py │ │ ├── multi_model_utils.py │ │ ├── nginx.conf.template │ │ ├── python_service.py │ │ ├── serve │ │ ├── serve.py │ │ ├── tensorflowServing.js │ │ └── tfs_utils.py └── sample-inf1 │ ├── inf1_mx.py │ ├── inf1_pt.py │ ├── inf1_tf_handler.py │ ├── inf1_tf_io_handler.py │ └── requirements.txt ├── demo ├── README.md └── cpp │ ├── model_peeker.cc │ └── run_resnet.cc ├── doc ├── .gitignore ├── Doxyfile ├── Makefile ├── _templates │ └── autosummary │ │ └── module.rst ├── c-api.rst ├── conf.py ├── index.rst ├── install.rst ├── python-api.rst ├── requirements.txt └── tensorrt.rst ├── examples └── android │ ├── image_classification │ ├── .gitignore │ ├── README.md │ ├── app │ │ ├── .gitignore │ │ ├── build.gradle │ │ ├── download.gradle │ │ ├── proguard-rules.pro │ │ └── src │ │ │ └── main │ │ │ ├── AndroidManifest.xml │ │ │ ├── assets │ │ │ ├── labels.txt │ │ │ └── labels1000.txt │ │ │ ├── java │ │ │ └── com │ │ │ │ └── amazon │ │ │ │ └── dlr │ │ │ │ └── examples │ │ │ │ └── classification │ │ │ │ ├── CameraActivity.java │ │ │ │ ├── CameraConnectionFragment.java │ │ │ │ ├── Classifier.java │ │ │ │ ├── ClassifierActivity.java │ │ │ │ ├── LegacyCameraConnectionFragment.java │ │ │ │ ├── customview │ │ │ │ ├── AutoFitTextureView.java │ │ │ │ ├── OverlayView.java │ │ │ │ ├── RecognitionScoreView.java │ │ │ │ └── ResultsView.java │ │ │ │ ├── dlr │ │ │ │ ├── ClassifierPass.java │ │ │ │ ├── DLRGluonCVBase.java │ │ │ │ ├── DLRGluonCVMobileNetV2_075.java │ │ │ │ ├── DLRGluonCVMobileNetV2_100.java │ │ │ │ ├── DLRGluonCVResNet18.java │ │ │ │ ├── DLRGluonCVResNet50.java │ │ │ │ ├── DLRKerasMobileNetV2.java │ │ │ │ ├── DLRModelBase.java │ │ │ │ └── DLRTensorFlowMobileNetV1.java │ │ │ │ └── env │ │ │ │ ├── BorderedText.java │ │ │ │ ├── ImageUtils.java │ │ │ │ └── Logger.java │ │ │ └── res │ │ │ ├── drawable-mdpi │ │ │ └── ic_launcher.png │ │ │ ├── drawable-v24 │ │ │ └── ic_launcher_foreground.xml │ │ │ ├── drawable-xxhdpi │ │ │ ├── icn_chevron_down.png │ │ │ ├── icn_chevron_up.png │ │ │ └── neo_logo.png │ │ │ ├── drawable │ │ │ ├── bottom_sheet_bg.xml │ │ │ ├── ic_baseline_add.xml │ │ │ ├── ic_baseline_remove.xml │ │ │ ├── ic_launcher_background.xml │ │ │ └── rectangle.xml │ │ │ ├── layout │ │ │ ├── activity_camera.xml │ │ │ ├── camera_connection_fragment.xml │ │ │ └── layout_bottom_sheet.xml │ │ │ ├── mipmap-anydpi-v26 │ │ │ ├── ic_launcher.xml │ │ │ └── ic_launcher_round.xml │ │ │ ├── mipmap-hdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-mdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-xhdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-xxhdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ ├── mipmap-xxxhdpi │ │ │ ├── ic_launcher.png │ │ │ └── ic_launcher_round.png │ │ │ └── values │ │ │ ├── base-strings.xml │ │ │ ├── colors.xml │ │ │ ├── dimens.xml │ │ │ ├── strings.xml │ │ │ └── styles.xml │ ├── build.gradle │ ├── dlr-release │ │ ├── .gitignore │ │ └── build.gradle │ ├── download-dependencies.sh │ ├── gradle.properties │ ├── gradle │ │ └── wrapper │ │ │ ├── gradle-wrapper.jar │ │ │ └── gradle-wrapper.properties │ ├── gradlew │ ├── gradlew.bat │ ├── images │ │ ├── classifydemo_img1.png │ │ ├── classifydemo_img2.png │ │ ├── classifydemo_img4.png │ │ ├── classifydemo_img5.png │ │ ├── classifydemo_img6.png │ │ ├── classifydemo_img7.png │ │ └── classifydemo_img8.png │ └── settings.gradle │ └── tvm_compiler │ ├── Dockerfile │ ├── README.md │ ├── compile_gluoncv.py │ ├── compile_keras.py │ ├── compile_tensorflow.py │ └── tvm_compiler_utils.py ├── include ├── dlr.h ├── dlr_allocator.h ├── dlr_common.h ├── dlr_data_transform.h ├── dlr_hexagon │ └── dlr_hexagon.h ├── dlr_pipeline.h ├── dlr_relayvm.h ├── dlr_tensorflow2 │ └── dlr_tensorflow2.h ├── dlr_treelite.h └── dlr_tvm.h ├── install ├── .DS_Store ├── dlr-1.0-py2.py3-armv7l │ ├── README │ ├── install-py2.sh │ ├── install-py3.sh │ └── test-dlr.py ├── dlr-1.0-py2.py3-cuda90-aarch64 │ ├── README │ ├── install-py2.sh │ ├── install-py3.sh │ └── test-dlr.py └── dlr-1.0-py2.py3-opencl-x86_64 │ ├── README │ ├── install-py2.sh │ ├── install-py3.sh │ └── test-dlr.py ├── python ├── __init__.py ├── dlr │ ├── __init__.py │ ├── api.py │ ├── counter │ │ ├── __init__.py │ │ ├── ccm_config.json │ │ ├── config.py │ │ ├── deviceinfo.py │ │ ├── phone_home.py │ │ ├── system.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── helper.py │ │ │ └── resturlutils.py │ ├── dlr_model.py │ ├── libpath.py │ ├── metadata.py │ ├── neologger.py │ └── tf2_model.py ├── setup.py └── test │ ├── __init__.py │ └── test_phone_home.py ├── sagemaker-neo-notebooks └── edge │ ├── README.md │ ├── TI-sitara │ ├── imagenet1000_clsidx_to_labels.txt │ └── neo-sitara-tensorflow.ipynb │ ├── cpp-integration │ ├── CMakeLists.txt │ ├── README.md │ └── tutorial.cc │ ├── jetson-nano │ ├── imagenet1000_clsidx_to_labels.txt │ └── neo-nano-resnet18.ipynb │ ├── jetson-tx1 │ ├── imagenet1000_clsidx_to_labels.txt │ └── neo-tx1-resnet50.ipynb │ ├── jetson-tx2 │ ├── imagenet1000_clsidx_to_labels.txt │ └── neo-tx2-mobilenetv1.ipynb │ ├── jetson-xavier │ └── neo-xavier-object-detection.ipynb │ ├── nxp-imx8qm │ └── neo-imx8qm-object-detection.ipynb │ └── raspberry-pi │ ├── imagenet1000_clsidx_to_labels.txt │ ├── neo-rasb3b-mobilenet.ipynb │ └── neo-rasb3b-object-detection.ipynb ├── src ├── dlr.cc ├── dlr_allocator.cc ├── dlr_common.cc ├── dlr_data_transform.cc ├── dlr_hexagon │ └── dlr_hexagon.cc ├── dlr_pipeline.cc ├── dlr_relayvm.cc ├── dlr_tensorflow2 │ └── dlr_tensorflow2.cc ├── dlr_treelite.cc ├── dlr_tvm.cc └── jni │ └── dlr_jni.cc └── tests ├── ci_build ├── Dockerfile.cpu_bare ├── Dockerfile.gpu_bare ├── Dockerfile.manylinux ├── create_wheel.sh └── git-clang-format.sh ├── cpp ├── dlr_allocator_test.cc ├── dlr_common_test.cc ├── dlr_data_transform_test.cc ├── dlr_elem_test.cc ├── dlr_hexagon │ └── 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