JETSON AI FOR EVERYONE
FORCES DRIVING EMBEDDED AI 10 7 DATA GPU PERFORMANCE 10 5 CPU DEEP NEURAL PERFORMANCE NETWORK 10 3 PROGRAM 1980 1990 2000 2010 2020 Beyond Moore’s Law — Computers Writing Software AI-powered Autonomous Machines 1000x Every 10 Years and Intelligent Systems are Here 2
JETSON IS GROWING AT A TREMENDOUS PACE 2,000 200,000 50 2017 2019 2019 2017 2017 2019 5x 6x 2.5x Jetson Developers Jetson Customers Ecosystem Partners 3
JETSON AGX XAVIER MODULE World’s First AI Computer for Autonomous Machines AI Server Performance in 30W | 15W | 10W 512 CUDA Tensor Cores | 2x NVDLA 8 core CPU 32 DL TOPS | 690 Gbps SerDes $1099 Available now from Arrow Electronics and other partners worldwide 4
THE WORLD’S LEADING COMPANIES ADOPT JETSON AGX XAVIER E-commerce Mobility Machines Construction Industrial/Manufacturing DNA Sequencing 5
AI SYSTEMS NEED A POWERFUL COMPUTER 1080p+ camera, LIDAR, ultrasonic, audio Sensor Fusion 2-10+ sensors per system Stereo depth est. Obstacle Local. HMI Multiple DNNs per sensor detection Mapping Tracking OTA software updates Path planning Controller 6
JETSON POWERS AI ACROSS INDUSTRIES Industrial Aerospace/Defense Construction Agriculture Healthcare Smart City Collaboration Retail Logistics Delivery Inspection Service 7
MASS-MARKET EDGE SYSTEMS NEED AI NETWORK VIDEO RECORDER MACHINE VISION/AOI HOME/SERVICE ROBOTS AIOT 200 million 1080p streams 80% of Enterprise IOT 1 trillion product units per 175 billion hours per year year require visual inspection on household chores (US) projects will use AI by 2022 8
ANNOUNCING: JETSON NANO Small, low-power AI Computer 128 CUDA Cores | 4 Core CPU 4 GB Memory 472 GFLOPs 70x45mm 5W | 10W $129 9
JETSON NANO SPECIFICATIONS 128 Core Maxwell GPU 472 GFLOPs (FP16) CPU 4 core ARM A57 @ 1.43 GHz Memory 4 GB 64 bit LPDDR4 25.6 GB/s Storage 16 GB eMMC 4K @ 30 | 4x 1080p @ 30 | 8x 720p @ 30 Video Encode (H.264/H.265) 4K @ 60 | 2x 4K @ 30 | 8x 1080p @ 30 | 16x 720p @ Video Decode 30 | (H.264/H.265) 12 (3x4 or 4x2) MIPI CSI-2 DPHY 1.1 lanes Camera (1.5 Gbps) HDMI 2.0 or DP1.2 | eDP 1.4 | DSI (1 x2) Display 2 simultaneous 1 x1/2/4 PCIE UPHY 1 USB 3.0 Other I/O 1xSDIO / 2xSPI / 3xI2C / UART / I2S / GPIOs 10
JETSON NANO SOFTWARE Deepstream SDK Nsight Developer Tools Modules Depth Object Pose Gesture Path Ecosystem … modules estimation detection estimation recognition planning TensorRT VisionWorks cuBLAS Vulkan libargus Drivers Jetpack SDK cuDNN OpenCV cuFFT OpenGL Video API Ecosystem Deep Learning Computer Vision Accel. Computing Graphics Multimedia Sensors CUDA • CUDA X • Linux4Tegra • ROS Jetson Computer 11 Jetson software: developer.nvidia.com/jetson
CONTINUOUS SOFTWARE INVESTMENT Jetpack 3.0/3.1 Jetpack 4.0/4.1 + Jetson TX2 Jetpack 2.1/2.2 2x inference perf Deepstream 3.0 cuDNN 6.0 Jetson TX1 TensorRT 2.1 CUDA 7.0 + Jetson Xavier Ubuntu 16.04 cuDNN 4.0 CUDA 10 Kernel 4.4 Ubuntu 14.04 TensorRT 5.0 Jetpack 3.2/3.3 Kernel 3.10 Ubuntu 18.04 Jetpack 2.3.x Jetpack 4.2 Kernel 4.9 Deepstream 1.5 Deepstream 3.0 CUDA 8.0 TensorFlow cuDNN 5.1 CUDA 9.0 TensorRT 1.0 +Jetson Nano cuDNN 7.0 TensorRT 4.0 MAR SEPT MAR MAR DEC MAR 2018 2018 2019 2016 2016 2017 12
JETSON NANO RUNS MODERN AI Inference 50 40 30 Img/sec 20 10 0 Resnet50 Inception v4 VGG-19 SSD SSD SSD Tiny Yolo Unet Super OpenPose Mobilenet-v2 Mobilenet-v2 Mobilenet-v2 resolution (300x300) (960x544) (1920x1080) TensorFlow TensorFlow TensorFlow Caffe Not supported/Does not run PyTorch Caffe PyTorch MxNet TensorFlow Darknet Coral dev board (Edge TPU) Raspberry Pi 3 + Intel Neural Compute Stick 2 Jetson Nano Not supported/DNR 13
JETSON NANO RUNS MODERN AI Inference 50 40 30 Img/sec 20 10 0 Resnet50 Inception v4 VGG-19 SSD SSD SSD Tiny Yolo Unet Super OpenPose Mobilenet-v2 Mobilenet-v2 Mobilenet-v2 resolution (300x300) (960x544) (1920x1080) Coral dev board (Edge TPU) Raspberry Pi 3 + Intel Neural Compute Stick 2 Jetson Nano Not supported/DNR 14
JETSON NANO RUNS MODERN AI Inference 50 40 30 Img/sec 20 10 0 Resnet50 Inception v4 VGG-19 SSD SSD SSD Tiny Yolo Unet Super OpenPose Mobilenet-v2 Mobilenet-v2 Mobilenet-v2 resolution (300x300) (960x544) (1920x1080) Coral dev board (Edge TPU) Raspberry Pi 3 + Intel Neural Compute Stick 2 Jetson Nano Not supported/DNR 15
JETSON NANO RUNS MODERN AI Inference 50 40 30 Img/sec 20 10 0 Resnet50 Inception v4 VGG-19 SSD SSD SSD Tiny Yolo Unet Super OpenPose Mobilenet-v2 Mobilenet-v2 Mobilenet-v2 resolution (300x300) (960x544) (1920x1080) Coral dev board (Edge TPU) Raspberry Pi 3 + Intel Neural Compute Stick 2 Jetson Nano Not supported/DNR 16
MAKERS AND AI Embrace Embrace Makers change the world 30 million makers, developers Thousands of maker projects inventors, students WW stand to benefit from AI 17
ANNOUNCING: JETSON NANO DEVELOPER KIT $99 AI Computer 128 CUDA Cores | 4 Core CPU 472 GFLOPs 5W | 10W Accessible and easy to use 18
JETSON NANO RESOURCES Tutorials and Dev Forum Projects Accessories Deep Learning Institute Create your first demo Detailed instructions and Blinka library Training Labs today source code Nanodegrees OOB peripheral support developer.nvidia.com/ nvidia.com/DLI embedded/twodaystoademo 19
JETSON MEETUP GOES GLOBAL 13 COUNTRIES 35 EVENTS 4000+ ATTENDEES 20
JETSON ECOSYSTEM DISTRIBUTION ISV TOOLS/SYSTEMS SW CSP-IOT SOFTWARE SERVICES SOFTWARE CAMERA AND SENSORS HARDWARE AND DESIGN SERVICES HW AND SENSORS 21
THE JETSON FAMILY From AI at the Edge to Autonomous Machines JETSON NANO JETSON TX2 JETSON AGX XAVIER 5 - 10W 7 – 15W 10 – 30W 0.5 TFLOPS (FP16) 1.3 TFLOPS (FP16) 10 TFLOPS (FP16) | 32 TOPS (INT8) 45mm x 70mm 50mm x 87mm 100mm x 87mm $129 AVAIABLE IN Q2 $299 - $749 $1099 AI at the edge Fully autonomous machines Multiple devices - Same software 22
ANNOUNCING: JETSON NANO DEVELOPER KIT $99 AI Computer 128 CUDA Cores | 4 Core CPU 472 GFLOPs 5W | 10W Available now at GTC nvidia.com and distributors worldwide Also: Jetson AGX Xavier $899 Jetson TX2 $299 23
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