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Mustang-V100-MX4 

 

Page VI

 

 

4.6.3 Set the Environment Variables ......................................................................... 34

 

4.6.4 Configure the Model Optimizer ....................................................................... 35

 

4.7

 

S

TEPS FOR 

I

NTEL

®

 

V

ISION 

A

CCELERATOR 

D

ESIGN WITH 

I

NTEL

®

 

M

OVIDIUS

™

 

VPU

S 

M

USTANG

-V100-MX4

 

D

RIVER 

I

NSTALLATION

 .............................................................. 37

 

4.8

 

U

SE THE 

D

EMO 

S

CRIPTS TO 

V

ERIFY 

Y

OUR 

I

NSTALLATION

........................................ 39

 

4.8.1 Run the Image Classification Demo ................................................................ 40

 

4.8.2 Run the Inference Pipeline Demo .................................................................... 41

 

5 OPENVINO™ TOOLKIT INSTALLATION (WINDOWS 10) .............................. 44

 

5.1

 

S

YSTEM 

R

EQUIREMENTS

 .......................................................................................... 45

 

5.2

 

O

NLINE 

I

NSTALLATION 

G

UIDE

 .................................................................................. 45

 

5.3

 

I

NSTALLATION 

-

 

S

TEP BY 

S

TEP 

(2019

 

R1) ................................................................. 46

 

5.3.1 Install the Intel® Distribution of OpenVINO™ Toolkit Core Components ..... 46

 

5.3.2 Install the External Software Dependencies .................................................... 48

 

5.3.2.1 Microsoft Visual Studio* with C++ and MSBuild ................................... 49

 

5.3.2.2 Install CMake* 3.4 or higher .................................................................... 51

 

5.3.2.3 Install Python* 3.6.5

 .............................................................................. 53

 

5.3.3 Set the Environment Variables

 ................................................................... 54

 

5.3.4 Configure the Model Optimizer ....................................................................... 55

 

5.3.4.1 Model Optimizer Configuration Steps ...................................................... 56

 

5.4

 

I

NSTALLATION 

S

TEPS FOR 

I

NTEL

®

 

V

ISION 

A

CCELERATOR 

D

ESIGN WITH 

I

NTEL

®

 

M

OVIDIUS

™

 

VPU

S 

M

USTANG

-V100-MX4 ................................................................... 59

 

5.5

 

U

SE THE 

D

EMO 

S

CRIPTS TO 

V

ERIFY 

Y

OUR 

I

NSTALLATION

........................................ 59

 

5.5.1 Run the Image Classification Demo ................................................................ 61

 

5.5.2 Set Up a Neural Network Model ...................................................................... 61

 

5.6

 

I

NSTALLATION 

-

 

S

TEP BY 

S

TEP 

(2018

 

R5) ................................................................. 64

 

5.6.1 Install the Intel® Distribution of OpenVINO™ Toolkit Core Components ..... 64

 

5.6.2 Install the External Software Dependencies .................................................... 68

 

5.6.2.1 Microsoft Visual Studio* with C++ and MSBuild ................................... 68

 

5.6.2.2 Install the Build Tools for Visual Studio 2017 .......................................... 71

 

5.6.2.3 Install CMake* 3.4 or higher .................................................................... 72

 

5.6.2.4 Install Python* 3.6.5 ................................................................................. 73

 

5.6.3 Set the Environment Variables ......................................................................... 75

 

5.6.4 Configure the Model Optimizer ....................................................................... 75

 

5.6.4.1 Model Optimizer Configuration Steps ...................................................... 76

 

Содержание Mustang-V100-MX4

Страница 1: ...age 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 V100 MX4 Mustang V100 MX4 CPU Ca ...

Страница 2: ...Mustang V100 MX4 Page II Revision Date Version Changes July 22 2019 1 00 Initial release ...

Страница 3: ...arising 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 rights are reserved No part of this manual may be reproduced by any mechanical electronic or other means in any form without prior written permission of the manufacturer TRADEMARKS All registered tradema...

Страница 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 but non critical information These messages should be read carefully as any directions or instructions contained therein can help avoid making mistakes ...

Страница 5: ...ALLATION GUIDE 16 4 3 INSTALLATION STEP BY STEP 2019 R1 17 4 3 1 Install the Intel Distribution of OpenVINO Toolkit Core Components 18 4 3 2 Set the Environment Variables 21 4 3 3 Configure the Model Optimizer 22 4 4 STEPS FOR INTEL VISION ACCELERATOR DESIGN WITH INTEL MOVIDIUS VPUS MUSTANG V100 MX4 DRIVER INSTALLATION 24 4 5 USE THE DEMO SCRIPTS TO VERIFY YOUR INSTALLATION 26 4 5 1 Run the Image ...

Страница 6: ... CMake 3 4 or higher 51 5 3 2 3 Install Python 3 6 5 53 5 3 3 Set the Environment Variables 54 5 3 4 Configure the Model Optimizer 55 5 3 4 1 Model Optimizer Configuration Steps 56 5 4 INSTALLATION STEPS FOR INTEL VISION ACCELERATOR DESIGN WITH INTEL MOVIDIUS VPUS MUSTANG V100 MX4 59 5 5 USE THE DEMO SCRIPTS TO VERIFY YOUR INSTALLATION 59 5 5 1 Run the Image Classification Demo 61 5 5 2 Set Up a N...

Страница 7: ...TH INTEL MOVIDIUS VPUS MUSTANG V100 MX4 79 5 8 USE THE DEMO SCRIPTS TO VERIFY YOUR INSTALLATION 79 5 8 1 Run the Image Classification Demo 81 5 8 2 Run the Inference Pipeline Demo 82 A PERFORMANCE TEST 85 B REGULATORY COMPLIANCE 87 C PRODUCT DISPOSAL 89 D HAZARDOUS MATERIALS DISCLOSURE 91 ...

Страница 8: ...ist of Figures Figure 1 1 Mustang V100 MX4 2 Figure 1 2 Dimensions mm 4 Figure 3 1 Remove One Blank Bracket 13 Figure 3 2 Change to Full height Bracket 13 Figure 3 3 Change to Full height Bracket 14 Figure 3 4 Assign a Card ID 14 ...

Страница 9: ...Mustang V100 MX4 Page 1 Chapter 1 1 Introduction ...

Страница 10: ...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 total power usage providing longer duty time for the rechargeable edge computing equipment Open Visual Inference Neural Network Optimization OpenVINO toolkit is based on convolutional neural networks CNN ...

Страница 11: ...g Unit Interface PCIe 2 0 x2 Dimensions 113 mm x 56 mm x 23 mm Cooling Active fan OpenVINO Toolkit AI edge computing ready device Four Intel Movidius Myriad X chips can execute four topologies simultaneously Low power consumption approximate 15W Equipped with rotary switch and LED indicator for card number identification ...

Страница 12: ...Mustang V100 MX4 Page 4 1 3 Dimensions The dimensions of the board are listed below Figure 1 2 Dimensions mm ...

Страница 13: ...ntOS 64 bit Windows10 64 bit Interface PCIe 2 0 x2 Fan Active fan DIP Switch LED Indicator Yes for card number identification Power Consumption Approximate 15 W Operating Temperature 0 C 55 C in TANK AIoT Dev Kit Operating Humidity 5 90 Dimensions 113 mm x 56 mm x 23 mm Supported Topologies AlexNet GoogleNetV1 V2 Mobile_ SSD obileNetV1 V2 MTCNN Squeezenet1 0 1 1 Tiny Yolo V1 V2 Yolo V2 ResNet 18 5...

Страница 14: ...Mustang V100 MX4 Page 6 Chapter 2 2 Unpacking ...

Страница 15: ...harge 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 handle the edges of the PCB Don t touch the surface of the motherboard Hold the motherboard by the edges when handling 2 2 Unpacking Precautions When the Mustang V100 MX4 is unpacked please do the foll...

Страница 16: ... installation Contact the IEI reseller or vendor the Mustang V100 MX4 was purchased from or contact an IEI sales representative directly by sending an email to sales ieiworld com The Mustang V100 MX4 is shipped with the following components Quantity Item and Part Number Image 1 Mustang V100 MX4 AI acceleration card 1 Full height bracket ...

Страница 17: ...Mustang V100 MX4 Page 9 Chapter 3 3 Hardware Installation ...

Страница 18: ...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 conducting materials that are connected to the ground Use an anti static pad When configuring the Mustang V100 MX4 place it on an anti static pad This reduces the possibility of ESD damaging the Mustang V10...

Страница 19: ... 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 V100 MX4 make sure that the system to be connected is disconnected from all power supplies and that no electricity is being fed into the system Before and during the installation of the Mustang V100 MX4 DO NOT Remove any of the stic...

Страница 20: ... cord from the rear of the power supply WARNING Disconnect the computer from the power supply and from any networks to which you will install the Mustang V100 MX4 or you risk damaging the system or experiencing electrical shock Step 2 Remove the cover from the chassis Step 3 Locate available PCIe slots and remove the blank brackets The Mustang V100 MX4 is compatible with PCIe x2 slots and only nee...

Страница 21: ...he Mustang V100 MX4 from low profile bracket to full height bracket Figure 3 2 Change to Full height Bracket Step 5 Install and secure the Mustang V100 MX4 to the system Align the Mustang V100 MX4 to the PCIe slot Press down gently but firmly to seat the Mustang V100 MX4 correctly in the slot Install the bracket screw to secure the Mustang V100 MX4 to the system s chassis ...

Страница 22: ...wn on the LED display of the card after power up NOTE The LED digit only displays 0 through 7 if switched to 8 the LED will display 0 if switched to F LED will display 7 Figure 3 4 Assign a Card ID Step 7 Repeat Step 3 Step 7 to install multiple Mustang V100 MX4 into the system if available Step 8 Re install the cover of the chassis Step 9 Reconnect any power cords and any network cables to the sy...

Страница 23: ...Mustang V100 MX4 Page 15 Chapter 4 4 OpenVINO Toolkit Installation Linux ...

Страница 24: ...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 Videos Follow the instruction to complete the installation procedure ...

Страница 25: ...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 to the l_openvino_toolkit_p_ version directory cd l_openvino_toolkit_p_ version 6 Run a script to automatically download and install external software dependencies These dependencies are required for t...

Страница 26: ...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 only difference between the two options is that the command line instructions are text based This means that instead of clicking options in a GUI command line prompts ask for input on a text screen GUI ...

Страница 27: ...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 OpenVINO toolkit in this directory home user intel computer_vision_sdk_ version For simplicity a symbolic link to the latest installation is also created home user intel computer_vision_sdk 5 If needed cl...

Страница 28: ... 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 the core components have been installed and additional steps still required ...

Страница 29: ... 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 Variables You must update several environment variables before you can compile and run OpenVINO applications Run the following script to temporarily set your environment variables source opt intel openv...

Страница 30: ...is 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 component of the Intel Distribution of OpenVINO toolkit You cannot do inference on your trained model without running the model through the Model Optimizer When you run a pre trained model through the Mo...

Страница 31: ... 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 OpenVINO toolkit to the default installation directory replace intel with the directory where you installed the software to Option 1 Configure the Model Optimizer for all supported frameworks at the sam...

Страница 32: ...s Continue to the next section 4 4 Steps for Intel Vision Accelerator Design with Intel Movidius VPUs Mustang V100 MX4 Driver Installation 1 Install dependencies sudo apt install libusb 1 0 0 libboost program options1 58 0 libboost thread1 58 0 libboost filesystem1 58 0 libssl1 0 0 libudev1 libjson c2 libelf dev 2 Add the current Linux user to the users group sudo usermod a G users whoami 3 Log ou...

Страница 33: ...f 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 openvino_ version deployment_tools inference_engine e xternal hddl 97 myriad usbboot rules etc udev rules d sudo cp av opt intel openvino_ version deployment_tools inference_engine e xternal hddl etc sud...

Страница 34: ... 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_tools demo For detailed description of the pre trained object detection and object recognition models go to opt intel openvino_ version deployment_tools intel_models and open index html ...

Страница 35: ...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 computer_vision_sdk deployment_tools demo 2 Set environment variables and run the Image Classification demo 1 Set your environment variables source opt intel computer_vision_sdk bin setupvars sh 2 Mod...

Страница 36: ...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 and confidence for the top 10 categories This demo is complete Continue to the next section to run the Inference Pipeline demo 4 5 2 Run the Inference Pipeline Demo 1 While still in opt intel computer...

Страница 37: ... 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 identified as the license plate are used as input to the third model which recognizes specific characters in the license plate For more information about the demo see the Security Camera Sample 5 When t...

Страница 38: ...creen 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 with your trained models using the Mustang V100 MX4 ...

Страница 39: ...ll 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 External Software Dependencies 1 Open the Terminal or your preferred console application and go to the directory in which you downloaded the Intel Distribution of OpenVINO toolkit This document assu...

Страница 40: ...toolkit 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 have a previous version of the toolkit installed rename or delete two directories home user inference_engine_samples home user openvino_models To install the OpenVINO core components 1 Choose one of t...

Страница 41: ...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 Intel Distribution of OpenVINO toolkit in this directory home user intel computer_vision_sdk_ version For simplicity a symbolic link to the latest installation is also created home user intel compute...

Страница 42: ...t 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 core components are installed Continue to the next section to set environment variables 4 6 3 Set the Environment Variables You must update several environment variables before you can compile and r...

Страница 43: ...is 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 component of the Intel Distribution of OpenVINO toolkit You cannot do inference on your trained model without running the model through the Model Optimizer When you run a pre trained model through the Mo...

Страница 44: ... 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 OpenVINO toolkit to the default installation directory replace intel with the directory where you installed the software to Option 1 Configure the Model Optimizer for all supported frameworks at the same t...

Страница 45: ...ration steps Continue to the next section 4 7 Steps for Intel Vision Accelerator Design with Intel Movidius VPUs Mustang V100 MX4 Driver Installation 1 Install dependencies sudo apt install libusb 1 0 0 libboost program options1 58 0 libboost thread1 58 0 libboost filesystem1 58 0 libssl1 0 0 libudev1 libjson c2 2 Add the current Linux user to the users group sudo usermod a G users whoami 3 Log ou...

Страница 46: ...mand 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_INSTALL_DIR 97 myriad usbboot rules etc udev rules d sudo cp av HDDL_INSTALL_DIR etc sudo udevadm control reload rules sudo udevadm trigger sudo ldconfig Now the Mustang V100 MX4 drivers are installed 8 ...

Страница 47: ... 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_tools demo For detailed description of the pre trained object detection and object recognition models go to opt intel openvino_ version deployment_tools intel_models and open index html ...

Страница 48: ...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 computer_vision_sdk deployment_tools demo 2 Set environment variables and run the Image Classification demo 1 Set your environment variables source opt intel computer_vision_sdk bin setupvars sh 2 Mod...

Страница 49: ...ntation bin and xml files 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 and confidence for the top 10 categories This demo is complete Continue to the next section to run the Inference Pipeline demo 4 8 2 Run the Inference Pipeline Demo 1 While still ...

Страница 50: ...ribute The demo works 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 identified as the license plate are used as input to the third model which recognizes specific characters in the license plate For more information about the demo see the Security C...

Страница 51: ...creen 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 with your trained models using the Mustang V100 MX4 ...

Страница 52: ...Mustang V100 MX4 Page 44 Chapter 5 5 OpenVINO Toolkit Installation Windows 10 ...

Страница 53: ...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 Follow the instruction to complete the installation procedure ...

Страница 54: ...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 directory and components The default installation directory is C Intel If you choose a different installation directory the installer will create the directory for you 4 Click Next 5 You are asked if you ...

Страница 55: ...n 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 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 and additional steps still require...

Страница 56: ...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 Dependencies If the installation process indicated if you are missing dependencies you must install each missing dependency Click the link for the first dependency you must install Microsoft Visual Studio wit...

Страница 57: ...this 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 see Installing Microsoft Visual Studio 2017 or 2015 for Intel Distribution of OpenVINO toolkit 1 Go to the Visual Studio downloads page 2 Click Free Download in the Visual Studio 2019 box Community sec...

Страница 58: ...Mustang V100 MX4 Page 50 6 Under the Individual components tab select MSBuild The Installation details at the right side of the screen displays your installation selections ...

Страница 59: ...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 environment variables 5 3 2 2 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 ...

Страница 60: ...iated 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 installer NOTE If you have a previous version of CMake installed you are prompted to uninstall it You must uninstall the previous version before installing the new version Follow the instructions on the scr...

Страница 61: ...Install Python 3 6 5 Python 3 6 5 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 installer to download the executable file The file is saved as python 3 6 5 amd64 exe in your Downloads folder 2 Double click the file to launch the installation 3 Make sure...

Страница 62: ...ironment variables Continue to the next section 5 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 temporarily set your environment variables cd C Program Files x86 IntelSWTools openvino bin setupvars bat Optional OpenVINO toolkit environment variables...

Страница 63: ...izer When 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 network topology bin Contains the weights and biases binary data The Inference Engine reads loads and infers the IR files using a common API across the CPU GPU or VPU hardware The Model Optimizer ...

Страница 64: ...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 Optimizer from another installed versions of Intel Distribution of OpenVINO toolkit installed replace openvino with openvino_ version If you installed the Intel Distribution of OpenVINO toolkit to the n...

Страница 65: ... install_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_tools model_optimizer i nstall_prerequisites 2 Run the batch file for the framework you will use with the Model Optimizer You can use more than one o For Caffe install_prerequisites_caffe bat o Fo...

Страница 66: ...ed for 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 your installation was successful The demo scripts are required since they perform additional configuration steps Continue to the next section ...

Страница 67: ...n with Intel Movidius VPUs card requires SMBUS connection to PCIe slot Raw video data card with HW 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 Distribution of OpenVINO toolkit is installed b Right click on the hddlsmbus inf file and choose Instal...

Страница 68: ...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 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 the Intel Distribution of OpenVINO t...

Страница 69: ... inference on a VPU device Intel Movidius Neural Compute Stick Intel Neural Compute Stick 2 or Intel Vision Accelerator Design with Intel Movidius VPU you ll need an FP16 version of 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 SqueezeNet Model for exampl...

Страница 70: ...ername Documents Intel OpenVINO openvino_models ir FP32 classification squeezenet 1 1 caffe squeezenet1 1 l abels C Users username Documents squeezenet1 1_FP16 Now your neural network setup is complete 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_engine external hddl c...

Страница 71: ...nce it should base on the benchmark app result This demo is complete Leave the console open and continue to the next section to run the Inference Pipeline demo 4 Close the image viewer window 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 with your tr...

Страница 72: ...load the latest version By default the file is saved 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 directory and components The default installation directory is C Intel If you choose a different installation directory the installer will create the dire...

Страница 73: ... missing external dependencies you will see a warning screen Write down the dependencies you are missing You need to take no other action 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 are missing two dependencies ...

Страница 74: ...Mustang V100 MX4 Page 66 7 Click Next 8 When the first part of installation is complete the final screen informs you that the core components have been installed and additional steps still required ...

Страница 75: ...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 installation did not indicate you must install dependencies you can skip ahead to Configure the Model Optimizer ...

Страница 76: ...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 Microsoft Visual Studio dependency is a two part installation that consists of Microsoft Visual Studio 2017 or 2015 and the Microsoft Visual Studio Build Tools This guide includes steps for installing b...

Страница 77: ... 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 Platform development and Desktop development with C 5 Under the Individual components tab select MSBuild ...

Страница 78: ...Mustang V100 MX4 Page 70 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 ...

Страница 79: ...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 Build tools for Visual Studio 2017 3 An executable file named vs_buildtools exe or similar is saved in your Downloads folder 4 Double click the file to install Build Tools for Visual Studio 2017 5 The...

Страница 80: ...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 Under the heading Get the Software click the link for latest stable in the first paragraph Your screen displays Latest Release information 3 Scroll down to the line Windows win64 x64 Installer 4 Clic...

Страница 81: ...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 OpenVINO toolkit installation indicated you are missing the software 5 6 2 4 Install Python 3 6 5 Python 3 6 5 with pip is required to run the Model Optimizer Use these steps to install the correct versio...

Страница 82: ...g V100 MX4 Page 74 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 to PATH ...

Страница 83: ...y 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 Optimizer for at least one framework The Model Optimizer will fail if you do not complete the steps in this section If you see an error indicating Python is not installed when you know you installed it ...

Страница 84: ...f 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 section in the Model Optimizer Developer Guide For more information about the Model Optimizer see the Model Optimizer Developer Guide 5 6 4 1 Model Optimizer Configuration Steps You can configure the Model...

Страница 85: ...OpenVINO 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 TensorFlow MXNet Kaldi and ONNX install_prerequisites bat Option 2 Configure the Model Optimizer for each framework separately 1 Go to the Model Optimizer prerequisites directory cd C Intel computer...

Страница 86: ...ensorFlow 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 configured for one or more frameworks Success is indicated by a screen similar to this ...

Страница 87: ...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 deployment_tools inference engine external hddl SMBusDriver directory where INSTALL_DIR is the directory in which the OpenVINO toolkit is installed 2 Right click on the hddlsmbus inf file and choose Inst...

Страница 88: ...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 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 the Intel Distribution of ...

Страница 89: ...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 bin and xml files see Configuring the Model Optimizer For more information about the Inference Engine see the Inference Engine Developer Guide 1 Run the Image Classification demo demo_squeezenet_downloa...

Страница 90: ...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 show an inference pipeline This demo uses three pre trained models The demo uses vehicle recognition in which vehicle attributes build on each other to narrow in on a specific attribute The demo works as...

Страница 91: ...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 An image viewer window that displays a picture similar to the following Note performance here is only for reference it should base on the benchmark app result 4 Close the image viewer window to end th...

Страница 92: ... 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 models using the Mustang V100 MX4 ...

Страница 93: ...Mustang V100 MX4 Page 85 Appendix A A Performance Test ...

Страница 94: ...Mustang V100 MX4 Page 86 perfcheck m model_Dir inputs_dir image_Dir num_requests 8 d HDDL Note suggest num_requests 4xVPU qty Mustang V100 MX4 8 Ex squeezenet1 1 xml ...

Страница 95: ...Mustang V100 MX4 Page 87 Appendix B B Regulatory Compliance ...

Страница 96: ...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 to provide reasonable protection against harmful interference when the equipment is operated in a commercial environment This equipment generates uses and can radiate radio frequency energy and if not...

Страница 97: ...Mustang V100 MX4 Page 89 C Product Disposal Appendix C ...

Страница 98: ...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 electrical and electronic products carrying the mark left must be disposed of separately from normal household waste This includes monitors and electrical accessories such as signal cables or power c...

Страница 99: ...Mustang V100 MX4 Page 91 Appendix D D Hazardous Materials Disclosure ...

Страница 100: ... 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 Polybrominated Biphenyls PBB Polybrominated Diphenyl Ethers PBDE Housing O O O O O O Display O O O O O O Printed Circuit Board O O O O O O Metal Fasteners O O O O O O Cable Assembly O O O O O O Fan Assembly O O ...

Страница 101: ...管 这些元 件将会单独标示出来 部件名称 有毒有害物质或元素 铅 Pb 汞 Hg 镉 Cd 六价铬 CR VI 多溴联苯 PBB 多溴二苯 醚 PBDE 壳体 O O O O O O 显示 O O O O O O 印刷电路板 O O O O O O 金属螺帽 O O O O O O 电缆组装 O O O O O O 风扇组装 O O O O O O 电力供应组装 O O O O O O 电池 O O O O O O O 表示该有毒有害物质在该部件所有物质材料中的含量均在 SJ T 11363 2006 现由 GB T 26572 2011 取代 标准规定的限量要求以下 X 表示该有毒有害物质至少在该部件的某一均质材料中的含量超出 SJ T 11363 2006 现由 GB T 26572 2011 取代 标准规定的限量要求 ...

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