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Mustang-MPCIE-MX2

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Summary of Contents for Mustang-MPCIE-MX2

Page 1: ...e I User Manual MODEL Intel Vision Accelerator Design with Intel Movidius VPU Powered by Open Visual Inference Neural Network Optimization OpenVINO toolkit Rev 1 00 July 22 2019 Mustang MPCIE MX2 Must...

Page 2: ...Mustang MPCIE MX2 Page II Revision Date Version Changes July 22 2019 1 00 Initial release...

Page 3: ...rising out of the use or inability to use the product or documentation even if advised of the possibility of such damages This document contains proprietary information protected by copyright All righ...

Page 4: ...jury Warnings should be taken seriously CAUTION Cautionary messages should be heeded to help reduce the chance of losing data or damaging the product NOTE These messages inform the reader of essential...

Page 5: ...LATION GUIDE 13 4 3 INSTALLATION STEP BY STEP 2019 R1 14 4 3 1 Install the Intel Distribution of OpenVINO Toolkit Core Components 15 4 3 2 Set the Environment Variables 18 4 3 3 Configure the Model Op...

Page 6: ...CMake 3 4 or higher 48 5 3 2 3 Install Python 3 6 5 50 5 3 3 Set the Environment Variables 51 5 3 4 Configure the Model Optimizer 52 5 3 4 1 Model Optimizer Configuration Steps 53 5 4 INSTALLATION ST...

Page 7: ...H INTEL MOVIDIUS VPUS MUSTANG MPCIE MX2 75 5 8 USE THE DEMO SCRIPTS TO VERIFY YOUR INSTALLATION 75 5 8 1 Run the Image Classification Demo 77 5 8 2 Run the Inference Pipeline Demo 78 A PERFORMANCE TES...

Page 8: ...Mustang MPCIE MX2 Page VIII List of Figures Figure 1 1 Mustang MPCIE MX2 2 Figure 1 2 Dimensions mm 3...

Page 9: ...Mustang MPCIE MX2 Page 1 Chapter 1 1 Introduction...

Page 10: ...as surveillance retail and transportation With the advantage of power efficiency and high performance to dedicate DNN topologies it is perfect to be implemented in AI edge computing device to reduce...

Page 11: ...ing Unit Interface PCIe Mini Dimensions 50 mm x30 mm Cooling Active fan OpenVINO Toolkit AI edge computing ready device Two Intel Movidius Myriad X chips can execute two topologies simultaneously Low...

Page 12: ...ang MPCIE MX2 Main Chip Two Intel Movidius Myriad X Operating Systems Ubuntu 16 04 3 LTS 64 bit CentOS 64 bit Windows10 64 bit Interface PCIe Mini Fan Active fan Power Consumption Approximate 7 5W Ope...

Page 13: ...Mustang MPCIE MX2 Page 5 Chapter 2 2 Unpacking...

Page 14: ...arge Self grounding Touch a grounded conductor every few minutes to discharge any excess static buildup Use an anti static pad When configuring any circuit board place it on an anti static mat Only ha...

Page 15: ...with the installation Contact the IEI reseller or vendor the Mustang MPCIE MX2 was purchased from or contact an IEI sales representative directly by sending an email to sales ieiworld com The Mustang...

Page 16: ...Mustang MPCIE MX2 Page 8 Chapter 3 3 Hardware Installation...

Page 17: ...istband can help to prevent ESD from damaging the board Self grounding Before handling the board touch any grounded conducting material During the time the board is handled frequently touch any conduc...

Page 18: ...Electronic components are easily damaged by ESD Wearing an ESD cuff removes ESD from the body and helps prevent ESD damage Turn off system When installing the Mustang MPCIE MX2 make sure that the sys...

Page 19: ...or experiencing electrical shock Step 2 Remove the cover from the chassis Step 3 Locate an available PCIe Mini slot The Mustang MPCIE MX2 is compatible with full size PCIe Mini slot Step 4 Insert int...

Page 20: ...Mustang MPCIE MX2 Page 12 Chapter 4 4 OpenVINO Toolkit Installation Linux...

Page 21: ...04 3 LTS 64 bit 4 2 Online Installation Guide Go to https software intel com en us openvino toolkit Click Get Started then choose your configuration from Development Environment Installation Guides Vi...

Page 22: ...d as l_openvino_toolkit_p_ version tgz 3 Unpack the tgz file you downloaded tar zxf l_openvino_toolkit_p_ version tgz 4 The files are unpacked to a directory named l_openvino_toolkit_p_ version 5 Go t...

Page 23: ...gular user privileges The default installation directory path depends on the privileges you choose for the installation You can use either a GUI installation wizard or command line instructions The on...

Page 24: ...implicity a symbolic link to the latest installation is also created opt intel computer_vision_sdk o If you used regular user privileges to run the installer it installs the Intel Distribution of Open...

Page 25: ...show the Installation summary screen 6 On the Installation summary screen press Install to begin the installation 7 When the first part of installation is complete the final screen informs you that th...

Page 26: ...in case you ran the installation without first opening this installation guide The core components are installed Continue to the next section to set environment variables 4 3 2 Set the Environment Va...

Page 27: ...s section is required You must configure the Model Optimizer for at least one framework The Model Optimizer will fail if you do not complete the steps in this section The Model Optimizer is a key comp...

Page 28: ...or for one framework at a time Choose the option that best suits your needs If you see error messages make sure you installed all dependencies Note If you did not install the Intel Distribution of Ope...

Page 29: ...Continue to the next section 4 4 Steps for Intel Vision Accelerator Design with Intel Movidius VPUs Mustang MPCIE MX2 Driver Installation 1 Install dependencies sudo apt install libusb 1 0 0 libboost...

Page 30: ...hddldaemon autoboot 7 Install the drivers cd opt intel openvino_ version deployment_tools inference_engine e xternal hddl drivers sudo chmod x setup sh sudo setup sh install sudo cp av opt intel openv...

Page 31: ...scripts perform additional steps such as setting up your computer to use the Model Optimizer samples To learn more about the demo applications see README txt in opt intel oprnvino_ version deployment...

Page 32: ...f you installed the product as a root user you must switch to the root mode before you continue sudo i 4 5 1 Run the Image Classification Demo 1 Go to the Inference Engine demo directory cd opt intel...

Page 33: ...iles see Configuring the Model Optimizer This demo creates the directory home user inference_engine_samples This demo uses car png in the demo directory When the demo completes you will see the label...

Page 34: ...as follows 1 An object is identified as a vehicle 2 This identification is used as input to the next model which identifies specific vehicle attributes including the license plate 3 The attributes id...

Page 35: ...reen to end the demo In this section you saw a preview of the Intel Distribution of OpenVINO toolkit capabilities You have completed all the required installation configuration and build steps to work...

Page 36: ...l linux image 4 15 0 38 generic apt get install linux headers 4 15 0 38 generic apt get install linux modules extra 4 15 0 38 generic apt get remove linux modules extra 4 15 0 38 generic 4 6 1 Install...

Page 37: ...oolkit core components Note The Model Optimizer has additional prerequisites that are addressed later in this document 4 6 2 Install the Intel Distribution of OpenVINO Toolkit Core Components If you h...

Page 38: ...r_vision_sdk_ version For simplicity a symbolic link to the latest installation is also created opt intel computer_vision_sdk o If you used regular user privileges to run the installer it installs the...

Page 39: ...section of the installation guide to set the environment variables You are in the same document The new window opens in case you ran the installation without first opening this installation guide The...

Page 40: ...s section is required You must configure the Model Optimizer for at least one framework The Model Optimizer will fail if you do not complete the steps in this section The Model Optimizer is a key comp...

Page 41: ...for one framework at a time Choose the option that best suits your needs If you see error messages make sure you installed all dependencies Note If you did not install the Intel Distribution of OpenV...

Page 42: ...ation steps Continue to the next section 4 7 Steps for Intel Vision Accelerator Design with Intel Movidius VPUs Mustang MPCIE MX2 Driver Installation 1 Install dependencies sudo apt install libusb 1 0...

Page 43: ...and to make sure there is no HDDL service is running kill 9 pidof hddldaemon autoboot 7 Install the drivers cd HDDL_INSTALL_DIR drivers sudo chmod x setup sh sudo setup sh install sudo cp av HDDL_INST...

Page 44: ...scripts perform additional steps such as setting up your computer to use the Model Optimizer samples To learn more about the demo applications see README txt in opt intel oprnvino_ version deployment...

Page 45: ...f you installed the product as a root user you must switch to the root mode before you continue sudo i 4 8 1 Run the Image Classification Demo 1 Go to the Inference Engine demo directory cd opt intel...

Page 46: ...iles see Configuring the Model Optimizer This demo creates the directory home user inference_engine_samples This demo uses car png in the demo directory When the demo completes you will see the label...

Page 47: ...as follows 1 An object is identified as a vehicle 2 This identification is used as input to the next model which identifies specific vehicle attributes including the license plate 3 The attributes id...

Page 48: ...reen to end the demo In this section you saw a preview of the Intel Distribution of OpenVINO toolkit capabilities You have completed all the required installation configuration and build steps to work...

Page 49: ...Mustang MPCIE MX2 Page 41 Chapter 5 5 OpenVINO Toolkit Installation Windows 10...

Page 50: ...0 64 bit 5 2 Online Installation Guide Go to https software intel com en us openvino toolkit Click Get Started then choose your configuration from Development Environment Installation Guides Videos Fo...

Page 51: ...ed to the Downloads directory as w_openvino_toolkit_p_ version exe 2 Go to the Downloads folder 3 Double click w_openvino_toolkit_p_ version exe A window opens to let you choose your installation dire...

Page 52: ...at this time After installing the Intel Distribution of OpenVINO toolkit core components you will be provided instructions to install the missing dependencies The screen example below indicates you a...

Page 53: ...irst opening this installation guide If the installation did not indicate you must install dependencies you can skip ahead to set the environment variables 5 3 2 Install the External Software Dependen...

Page 54: ...his dependency These are separate installations MAKE SURE YOU INSTALL BOTH COMPONENTS The steps below apply to Microsoft Visual Studio 2019 If you prefer to use Microsoft Visual Studio 2017 or 2015 se...

Page 55: ...Mustang MPCIE MX2 Page 47 6 Under the Individual components tab select MSBuild The Installation details at the right side of the screen displays your installation selections...

Page 56: ...on completes dismiss it You have completed the Microsoft Visual Studio 2019 installation Install your next dependency CMake Python If you have installed all the dependencies you are ready to set the e...

Page 57: ...associated file name to download the installer The file name will have the extension msi The file is saved to your Downloads folder 5 Go to the Downloads folder 6 Double click the file to launch the...

Page 58: ...with pip is required to run the Model Optimizer Use these steps to install the correct version of the Python software 1 Go to the Python 3 6 5 download page and click Windows x86 64 executable instal...

Page 59: ...3 3 Set the Environment Variables You must update several environment variables before you can compile and run OpenVINO applications Open the Command Prompt and run the setupvars bat batch file to te...

Page 60: ...you run a pre trained model through the Model Optimizer your output is an Intermediate Representation IR of the network The IR is a pair of files that describe the whole model xml Describes the networ...

Page 61: ...eps successfully If you have access to the Internet through the proxy server only please make sure that it is configured in your environment NOTE In the steps below If you you want to use the Model Op...

Page 62: ...ll_prerequisites bat Option 2 Configure the Model Optimizer for each framework separately 1 Go to the Model Optimizer prerequisites directory cd C Program Files x86 IntelSWTools openvino deployment_to...

Page 63: ...one or more frameworks Success is indicated by a screen similar to this You are ready to use two short demos to see the results of running the Intel Distribution of OpenVINO toolkit and to verify you...

Page 64: ...version Fab B and before install the SMBUS driver a Go to the INSTALL_DIR deployment_tools inference engine external hddl SMBusDriver directory where INSTALL_DIR is the directory in which the Intel D...

Page 65: ...ry If you used a directory other than C Intel update the directory with the location where you installed the software If you are migrating from the Intel Computer Vision SDK 2017 R3 Beta version to th...

Page 66: ...f the model which you will set up in this paragraph To convert the FP32 model to a FP16 IR suitable for VPU based hardware accelerators follow the steps below 1 Create a directory for the FP16 Squeeze...

Page 67: ...te and you re ready to run the sample application 1 Go to modify device number of VPU from 8 to 2 in C Program Files x86 IntelSWtools openvino_ version deployment_tools inference_eng ine external hddl...

Page 68: ...ew of the Intel Distribution of OpenVINO toolkit capabilities You have completed all the required installation configuration and build steps to work with your trained models using the Mustang MPCIE MX...

Page 69: ...installer will create the directory for you 4 Click Next 5 You are asked if you want to provide consent to gather information Choose the option of your choice Click Next 6 If you are missing external...

Page 70: ...een example below indicates you are missing two dependencies 7 Click Next 8 When the first part of installation is complete the final screen informs you that the core components have been installed an...

Page 71: ...t section of the installation guide to install the dependencies You are in the same document The new window opens in case you ran the installation without first opening this installation guide If the...

Page 72: ...udio C is required for building the Intel Deep Learning Deployment Toolkit samples and demonstration applications You can install the free Community version of Microsoft Visual Studio IMPORTANT The Mi...

Page 73: ...is saved in your Downloads folder 3 Double click the executable file to launch the Visual Studio Community 2017 installer 4 From the Workloads tab use the check boxes to select Universal Windows Plat...

Page 74: ...Mustang MPCIE MX2 Page 66 The Summary at the right side of the screen displays your installation selections 6 Make no other changes Click Next The installation begins and takes around 30...

Page 75: ...crosoft Visual Studio dependency You must complete this installation 1 Go to the Tools for Visual Studio 2017 section of the Microsoft Visual Studio Downloads page 2 Click the Download button next to...

Page 76: ...Install CMake 3 4 or higher These steps guide you through installing CMake 3 4 or higher which is required to build the Intel Distribution of OpenVINO toolkit samples 1 Go to the CMake download site 2...

Page 77: ...CMake to the system PATH for all users 8 Click Next 9 Click Finish when the installation completes You have completed the CMake installation Next install Python 3 6 5 if the Intel Distribution of Open...

Page 78: ...MPCIE MX2 Page 70 2 Double click the file to launch the installation 3 Make sure the top of the screen shows Python 3 6 5 64 bit 4 IMPORTANT At the bottom of the install screen select Add Python 3 6...

Page 79: ...The environment variables are set Continue to the next section to configure the Model Optimizer 5 6 4 Configure the Model Optimizer Important These steps are required You must configure the Model Opt...

Page 80: ...the supported frameworks at the same time or for individual frameworks If you want to manually configure the Model Optimizer instead of using scripts see the Using Manual Configuration Process sectio...

Page 81: ...penVINO toolkit that you installed cd C Intel computer_vision_sdk_ version deployment_tools model_ optimizer install_prerequisites 4 Run the following batch file to configure Model Optimizer for Caffe...

Page 82: ...nsorFlow install_prerequisites_tf bat o For MXNet install_prerequisites_mxnet bat o For ONNX install_prerequisites_onnx bat o For Kaldi install_prerequisites_kaldi bat The Model Optimizer is configure...

Page 83: ...he directory in which the OpenVINO toolkit is installed 2 Right click on the Movidius_VSC_Device inf file and choose Install from the pop up menu 2 Install the SMBUS driver 1 Go to the INSTALL_DIR dep...

Page 84: ...s go to C Intel computer_vision_sdk_ version deployment_tools intel_mode ls and open index html Notes The paths in this section assume you used the default installation directory If you used a directo...

Page 85: ...he Model Optimizer to convert a SqueezeNet model to bin and xml Intermediate Representation IR files that are used by the Inference Engine For a brief description of the Intermediate Representation bi...

Page 86: ...nt_tools demo directory run the Inference Pipeline demo demo_security_barrier_camera bat 2 This demo uses the car png image located in C Intel computer_vision_sdk_ version deployment_tools demo to sho...

Page 87: ...ense plate For more information see the Security Camera Sample 3 When the demo completes you have two windows open o A console window that displays information about the tasks performed by the demo o...

Page 88: ...this section you saw a preview of the Intel Distribution of OpenVINO toolkit capabilities You have completed all the required installation configuration and build steps to work with your trained model...

Page 89: ...Mustang MPCIE MX2 Page 81 Appendix A A Performance Test...

Page 90: ...Mustang MPCIE MX2 Page 82 perfcheck m model_Dir inputs_dir image_Dir num_requests 8 d HDDL Note suggest num_requests 4xVPU qty Mustang MPCIE MX2 8 Ex squeezenet1 1 xml...

Page 91: ...Mustang MPCIE MX2 Page 83 Appendix B B Regulatory Compliance...

Page 92: ...rence that may cause undesired operation This equipment has been tested and found to comply with the limits for a Class A digital device pursuant to part 15 of the FCC Rules These limits are designed...

Page 93: ...Mustang MPCIE MX2 Page 85 C Product Disposal Appendix C...

Page 94: ...fied as electronic device in terms of the European Directive 2012 19 EU WEEE and must not be disposed of as domestic garbage EU wide legislation as implemented in each Member State requires that waste...

Page 95: ...Mustang MPCIE MX2 Page 87 Appendix D D Hazardous Materials Disclosure...

Page 96: ...These components will be separately marked Please refer to the following table Part Name Toxic or Hazardous Substances and Elements Lead Pb Mercury Hg Cadmium Cd Hexavalent Chromium CR VI Polybromina...

Page 97: ...E MX2 Page 89 RoHS RoHS Pb Hg Cd CR VI PBB PBDE O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O SJ T 11363 2006 GB T 26572 2011 X SJ T 11363 2006 GB T...

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