Dependencies¶

This document catalogues the tools, libraries and packages that AMD Inference Server depends on and are installed in the Docker images. The information here is derived from the Dockerfile and source files used in AMD Inference Server. If there is a conflict, the source takes precedence.

Docker Image¶

There are two kinds of images: development and deployment. Dev images are larger in size and contain all the tools and dependencies to compile, lint and test the inference server. In contrast, the deployment image is much smaller and only includes specific files from a subset of these packages that are needed at runtime. In these two images, multiple flavors of Docker images may be created based on which optional features are enabled and how the server is compiled. In the tables below, note the following symbols to indicate where a package (or a subset of the package) or its dependencies are used:

Symbol	Meaning
^a	Used by all images
^d	Used by dev images only
⁰	Used always (subject to compilation options)
¹	Used if Vitis AI is added
²	Used if TF+ZenDNN is added
³	Used if PT+ZenDNN is added
⁴	Used if MIGraphX is added

Base Image¶

The base image for both dev and deployment images is Ubuntu 20.04 and it includes a number of packages by default.

Ubuntu Focal Repositories¶

The following packages (and any dependencies) are installed from Ubuntu’s repositories using Ubuntu’s package manager apt.

Name	Version	License	Usage
bash-completion	1:2.10-1ubuntu1	GPL-2+	Scripts used to auto-complete bash commands^{d 0}
clang-format-10	1:10.0.0-4ubuntu1	Apache 2.0 with LLVM exceptions + others	Executable used to apply formatting^{d 0}
clang-tidy-10	1:10.0.0-4ubuntu1	Apache 2.0 with LLVM exceptions + others	Executable used for linting^{d 0}
curl	7.68.0-1ubuntu2.14	Curl	Executable used for transferring data^{a 0}
doxygen	1.8.17-0ubuntu2	GPL-2 with Qt exception + others	Executable used for building documentation^{d 0}
gcc	4:9.3.0-1ubuntu2	GPL-2 + others	Executable used for compiling source code^{d 0}
gdb	9.2-0ubuntu1~20.04.1	LGPL-2.1+ + others	Executable used for debugging^{d 0}
git	1:2.25.1-1ubuntu3.6	GPL-2 + others	Executable used for source control^{d 0}
gnupg2	2.2.19-3ubuntu2.2	GPL-3+ + others	Executable used for signing commits^{d 0}
graphviz	2.42.2-3build2	EPL-1.0 + others	Executable used to draw graphs in documentation^{d 0}
libboost1.71-dev	1.71.0-6ubuntu6	Boost	Used to build AKS kernels^{a 1}
libboost-filesystem1.71.0	1.71.0-6ubuntu6	Boost	Dynamically linked by AKS^{a 1}
libboost-serialization1.71.0	1.71.0-6ubuntu6	Boost	Dynamically linked by AKS^{a 1}
libboost-system1.71.0	1.71.0-6ubuntu6	Boost	Dynamically linked by AKS^{a 1}
libboost-thread1.71.0	1.71.0-6ubuntu6	Boost	Dynamically linked by AKS^{a 1}
libbrotli-dev	1.0.7-6ubuntu0.1	MIT	Dynamically linked by Drogon^{a 0}
libgoogle-glog-dev	0.4.0-1build1	BSD-3	Dynamically linked by VART^{a 1}
libnuma1	2.0.12-1	LGPL-2	Dependency of migraphx^{a 4}
libssl-dev	1.1.1f-1ubuntu2.16	Dual OpenSSL/SSLeay	Dynamically linked by Drogon^{a 0}
locales	2.31-0ubuntu9.9	GPL-2 + others	Executable used to set locale^{a 0}
make	4.2.1-1.2	GPL-3+	Executable used to build executables^{d 0}
net-tools	1.60+git20180626.aebd88e-1ubuntu1	GPL-2+	Executable used to query used ports^{a 1}
openssh-client	1:8.2p1-4ubuntu0.5	OpenSSH + others	Executable used for remote connections^{d 0}
pkg-config	0.29.1-0ubuntu4	GPL-2+	Executable used for configuring unilog^{d 0}
python3	3.8.2-0ubuntu2	PSF License	Executable used for scripting and testing amdinfer-server^{d 0}
python3-dev	3.8.2-0ubuntu2	PSF License	Used to build Python bindings^{d 0}
sudo	1.8.31-1ubuntu1.2	ISC license + others	Executable used to grant elevated permissions to the user^{a 0}
symlinks	1.4-4	Freely distributable	Executable used to convert absolute symlinks to relative ones^{d 0}
tzdata	2022f-0ubuntu0.20.04.1	Public Domain	Used for setting the timezone^{a 0}
uuid-dev	2.34-0.1ubuntu9.3	GPL-2+ + others	Dynamically linked by Drogon^{a 0}
valgrind	1:3.15.0-1ubuntu9.1	GPL-2+ + others	Executable used for for debugging^{d 0}
vim	2:8.1.2269-1ubuntu5.9	Vim + others	Executable used for text editing in terminal^{d 0}
wget	1.20.3-1ubuntu2	GPL-3 with OpenSSL exception	Executable used to retrieve files from the internet^{d 0}
zlib1g-dev	1:1.2.11.dfsg-2ubuntu1.5	Zlib	Dynamically linked by amdinfer-server^{a 0}

Ubuntu PPAs¶

The following packages (and any dependencies) are installed from a Personal Package Archive (PPA) using Ubuntu’s package manager apt.

Name	Version	License	Usage
migraphx-dev	2.4.0.50401-84~20.04	MIT	Dynamically linked by amdinfer-server for AMD GPU support^{a 4}
miopen-hip-dev	2.19.0.50401-84~20.04	MIT	Dependency of migraphx^{a 4}
rocblas-dev	2.46.0.50401-84~20.04	MIT	Dependency of migraphx^{a 4}
rocm-device-libs	1.0.0.50401-84~20.04	MIT	Dependency of migraphx^{a 4}

PyPI¶

The following packages (and any dependencies) are installed from the Python Package Index (PyPI) using pip.

Name	Version	License	Usage
black	latest	MIT	Formatting Python files^{d 0}
breathe	latest	BSD-3	Connect Doxygen to Sphinx for documentation^{d 0}
cmakelang	latest	GPL-3	CMake linter and formatter^{d 0}
cpplint	latest	BSD-3	C++ linter^{d 0}
exhale	latest	BSD-3	Documentation generator^{d 0}
fastcov	latest	MIT	Reporting test coverage^{d 0}
numpy	latest	BSD-3	Scientific computing package for Python^{d 0}
opencv-python-headless	latest	MIT	Python bindings for OpenCV^{d 0}
pip	latest	MIT	Python package installer^{d 0}
pre-commit	latest	MIT	Pre-commit hook framework^{d 0}
pybind11_mkdoc	latest	MIT	Used to extract function documentation for Python binding^{d 0}
pybind11-stubgen	latest	BSD-3	Used to generate type stubs for Python binding^{d 0}
pytest	latest	MIT	Python testing infrastructure^{d 0}
pytest-benchmark	latest	BSD-2	Plugin for Pytest to add benchmarking^{d 0}
pytest-cpp	latest	MIT	Plugin for Pytest to run C++ tests^{d 0}
pytest-xprocess	latest	MIT	Plugin for Pytest to run external processes^{d 0}
requests	latest	Apache-2.0	Making REST requests^{d 0}
rich	latest	MIT	Printing tables when benchmarking^{d 0}
setuptools	latest	MIT	Manage Python packages^{d 0}
Sphinx	latest	BSD-2 + others	Building documentation^{d 0}
sphinx-argparse	latest	MIT	Sphinx plugin for documenting CLIs^{d 0}
sphinx-copybutton	latest	MIT	Adds copy button for code blocks^{d 0}
sphinx-issues	latest	MIT	Sphinx plugin for links to the project’s Github issue tracker^{d 0}
sphinx-tabs	latest	MIT	Sphinx plugin to create tabs^{d 0}
sphinxcontrib-confluencebuilder	latest	BSD-2	Sphinx plugin to export documentation to Confluence^{d 0}
sphinxcontrib-openapi	latest	BSD-2	Sphinx plugin to build OpenAPI docs^{d 0}
wheel	latest	MIT	Support wheels for Python packages^{d 0}

Github¶

The following packages are installed from Github.

Name	Version	License	Usage
c-ares/c-ares	1.14	c-ares license	Dynamically linked by Drogon^{a 0}
Kitware/CMake	3.21.1	BSD-3 + others	Executable used to generate build systems^{d 0}
cameron314/concurrentqueue	1.0.3	Dual BSD-2/Boost + others	Statically linked by amdinfer-server for an efficient multi-producer queue^{a 0}
jarro2783/cxxopts	2.2.1	MIT	Statically linked by amdinfer-server for command-line argument parsing^{a 0}
gdraheim/docker-systemctl-replacement	1.5.4505	EUPL	Executable created by pyinstaller for starting XRM^{a 0}
drogonframework/drogon	1.8.1	MIT	Dynamically linked by amdinfer-server for an HTTP and websocket server^{a 0}
SpartanJ/efsw	latest	MIT	Dynamically linked by amdinfer-server for directory monitoring^{a 0}
FFmpeg/FFmpeg	3.4.8	LGPL-2.1+ + others	Dynamically linked by amdinfer-server for video processing^{a 0}
tschaub/gh-pages	latest	MIT	Executable used to publish documentation to gh-pages branch^{d 0}
git-lfs/git-lfs	2.13.3	MIT + others	Executable used to manage large files in git^{d 0}
tianon/gosu	1.12	Apache 2.0	Executable used to drop down to user when starting container^{a 0}
google/googletest	1.11.0	BSD-3	Statically linked by amdinfer’s test executables^{d 0}
grpc/grpc	1.44	Apache 2.0	Statically linked by amdinfer-server for gRPC support^{a 0}
include-what-you-use/include-what-you-use	0.14	LLVM License	Executable used to check C++ header inclusions^{d 0}
jemalloc/jemalloc	5.3.0	BSD-2	Dynamically linked by amdinfer-server for memory allocation implementation^{a 3}
json-c/json-c	0.15	MIT	Dynamically linked by Vitis libraries^{a 1}
libb64/libb64	2.0.0.1	Public Domain Certification	Statically linked by amdinfer-server for base64 codec^{a 0}
linux-test-project/lcov	1.15	GPL-2	Executable used for test coverage measurement^{d 0}
opencv/opencv	3.4.3	Apache 2.0	Dynamically linked by amdinfer-server for image and video processing^{a 0}
open-telemetry/opentelemetry-cpp	1.1.0	Apache 2.0	Dynamically linked by amdinfer-server^{a 0}
pybind/pybind11	2.9.1	BSD-3	Headers used to build Python bindings^{d 0}
jupp0r/prometheus-cpp	0.12.2	MIT	Dynamically linked by amdinfer-server for metrics^{a 0}
protocolbuffers/protobuf	3.19.4	BSD-3	Dynamically linked by amdinfer-server and Vitis libraries^{a 0}
fpagliughi/sockpp	e5c51b5	BSD-3	Dynamically linked by amdinfer-server ^{a 0}
gabime/spdlog	1.8.2	MIT	Statically linked by amdinfer-server for logging^{a 0}
Xilinx/Vitis-AI	latest	Apache 2.0	VART is dynamically linked by amdinfer-server^{a 1}
wg/wrk	4.1.0	modified Apache 2.0	Executable used for benchmarking amdinfer-server^{d 0}

Others¶

The following packages are installed from other online sources.

Name	Version	License	Usage
half	2.2.0	MIT	Used for fp16 datatype

Xilinx¶

The following packages are installed from Xilinx.

Name	Version	License	Usage
XRM	1.3.29	Apache 2.0	Used for FPGA resource management^{a 1}
XRT	2.12.427	Apache 2.0	Used for communicating to the FPGA^{a 1}

AMD¶

The following packages are downloaded from AMD.

Name	Version	License	Usage
PT_v1.11.0_ZenDNN_v3.3_C++_API.zip	4.0	AMD ZenDNN EULA	Used by PT+ZenDNN worker^{a 3}
TF_v2.9_ZenDNN_v3.3_C++_API.zip	4.0	AMD ZenDNN EULA	Used by TF+ZenDNN worker^{a 2}

Included¶

The following files are included in the AMD Inference Server repository under the terms of their original licensing. This information is duplicated in the LICENSE.

Name	Source	Original File	License	Usage
bicycle-384566_640.jpg	Pixabay	bicycle-384566_640.jpg	Pixabay License	Used for testing^{d 0}
CodeCoverage.cmake	bilke/cmake-modules	CodeCoverage.cmake	BSD-3	CMake module for test coverage measurement^{d 0}
crowd.jpg	Flickr	2306189268_88cc86b30f_z.jpg	CC BY 2.0	Used for testing^{d 0}
ctpl.hpp	vit-vit/CTPL	ctpl.h	Apache 2.0	C++ Thread pool library^{a 0}
dog-3619020_640.jpg	Pixabay	dog-3619020_640.jpg	Pixabay License	Used for testing^{d 0}
nine_9273.jpg	Keras MNIST dataset	?	CC BY-SA 3.0	Used for testing^{d 0}
amdinferConfig.cmake	alexreinking/SharedStaticStarter	SomeLibConfig.cmake	MIT	CMake module for installing libraries^{a 0}
migraphx_bert.py	ROCmSoftwarePlatform/AMDMIGraphX	bert-squad-migraphx.py	MIT	Python example for YoloV4 model^{d 0}
migraphx_yolo.py	ROCmSoftwarePlatform/AMDMIGraphX	yolov4_inference.ipynb	MIT	Python example for Bert model^{d 0}
sport-1284275_640.jpg	Pixabay	sport-1284275_640.jpg	Pixabay License	Used for testing^{d 0}
yolo_image_processing.py	ROCmSoftwarePlatform/AMDMIGraphX	image_processing.py	MIT	Yolo post-processing^{d 0}

Downloaded Files¶

The following files can be optionally downloaded by scripts and may be needed by examples and tests.

Name	Source	License	Usage
Physicsworks.ogv	Wikimedia	CC Attribution 3.0 Unported	Used for testing^{d 0}
girl-1867092_640.jpg	Pixabay	Pixabay License	Used for testing^{d 0}
vitis_ai_runtime_r1.3.0_image_video.tar.gz	Xilinx, Inc.	Apache 2.0	Used for testing^{d 0}
densebox_320_320-u200-u250-r1.4.0.tar.gz	Xilinx, Inc.	Apache 2.0	Used for testing^{d 1}
resnet_v1_50_tf-u200-u250-r1.4.0.tar.gz	Xilinx, Inc.	Apache 2.0	Used for testing^{d 1}
yolov3_voc-u200-u250-r1.4.0.tar.gz	Xilinx, Inc.	Apache 2.0	Used for testing^{d 1}
pt_resnet50_imagenet_224_224_8.2G_2.5_1.0_Z3.3.zip	Xilinx, Inc.	Apache 2.0	Used for testing^{d 3}
tf_resnetv1_50_imagenet_224_224_6.97G_2.5_1.0_Z3.3.zip	Xilinx, Inc.	Apache 2.0	Used for testing^{d 2}
resnet50-v2-7.onnx	ONNX	Apache 2.0	Used for testing^{d 4}
val.txt	AMD, Inc.	?	Used for testing^{d 4}
yolov4_anchors.txt	ONNX	Apache 2.0	Used for testing^{d 4}
yolov4.onnx	ONNX	Apache 2.0	Used for testing^{d 4}
coco.names	ONNX	Apache 2.0	Used for testing^{d 4}
bertsquad-10.onnx	ONNX	Apache 2.0	Used for testing^{d 4}
run_onnx_squad	AMD, Inc.	Apache 2.0	Used for testing^{d 4}
inputs_amd.json	AMD, Inc.	MIT	Used for testing^{d 4}