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Nvidia Drive

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327:, have publicly indicated using these software platform as their base of choice. The whole design is concentrating on UNIX/Posix compatible or derived runtime environments (Linux, Android, QNX - aka the Drive OS variants) with special support for the semiconductors mentioned before in form of internal (CUDA, Vulkan) and external support (special interfaces and drivers for camera, lidar, CAN and many more) of the respective reference boards. For clearness Nvidia bundles the core of the developer needed software as Drive SDK that is sub-divided into DRIVE OS, DriveWorks, DRIVE AV, and DRIVE IX components. 113: 2989: 322:
With the label Hyperion added to their reference platform series Nvidia promotes their mass products so that others can easily test drive and then create their own automotive grade products on top. Especially the feature rich software part of the base system is meant to be a big help for these others
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There is further the proposal from Nvidia for fully autonomous driving by means of combining multiple items of the AutoChauffeur board variant and connecting these boards using e.g. UART, CAN, LIN, FlexRay, USB, 1 Gbit Ethernet or 10 Gbit Ethernet. For any derived custom PCB design the option of
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SoC suggested a single chip with similar processing power to the Drive PX 2 Autochauffeur system. However, in 2017 the performance of the Xavier-based system was later revised upward, to 50% greater than Drive PX 2 Autochauffeur system. Drive PX Xavier is supposed to deliver 30 INT8 TOPS of
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performance while consuming only 30 watts of power. This spreads across two distinct units, the iGPU with 20 INT8 TOPS as published early and the somewhat later on announced, newly introduced DLA that provided an additional 10 INT8 TOPS.
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based GPU, which was announced on March 18, 2024. It features 8-bit floating point support (FP8) and delivers 1000 INT8 TOPS, 1000 FP8 FLOPS or 500 FP16 TFLOPS of performance. Two Thor SoCs can be connected via NVLink-C2C.
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Nvidia announced the cancellation of Atlan on September 20, 2022, which was supposed to be equipped with a Grace-Next CPU, and an Ada Lovelace based GPU, and Nvidia announced that their next SoC was called Thor.
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GPU microarchitecture and would begin sampling for manufacturers in 2021 and be available for production in 2022. Follow up variants are expected to be further equipped with chip models and/or modules from the
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along with a revision number helping to match with the generation of hardware it is created for - and also creating ready to order bundles under those term. In former times there were only the terms
104:, providing a rich dashboard, navigation and multimedia experience. Early Nvidia press releases reported that the Drive CX board will be capable of carrying either a Tegra K1 or a Tegra X1. 2520: 2148: 4496: 1118:
Note: dGPU and memory are stand-alone semiconductors; all other components, especially ARM cores, iGPU and DLA are integrated components of the listed main computing device(s)
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The first Volta based Drive PX system was announced at CES 2017 as the Xavier AI Car Supercomputer. It was re-presented at CES 2018 as Drive PX Xavier. Initial reports of the
175:. Disassembling the Nvidia-based control unit from a recent Tesla car showed that a Tesla was using a modified single-chip Drive PX 2 AutoCruise, with a GP106 GPU added as a 1242: 3511: 2497: 2093: 212:
In October 2017 Nvidia and partner development companies announced the Drive PX Pegasus system, based upon two Xavier CPU/GPU devices and two post-Volta (
2428: 1313: 1913: 1885: 1871: 2126:"NVIDIA Unveils DRIVE Thor — Centralized Car Computer Unifying Cluster, Infotainment, Automated Driving, and Parking in a Single, Cost-Saving System" 3933: 3912: 1927: 2863: 2568: 1626: 120:
The first version of Drive PX is based on two Tegra X1 SoCs, and was an initial development platform targeted at (semi-)autonomous driving cars.
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linking the Tegra X2 Processors via some PCIe bus bridge is further available, according to board block diagrams that can be found on the web.
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for the system software (aka OS) that came with the evaluation platforms or could be downloaded for OS switching and updating later on.
1993: 1336: 2023: 1268: 4426: 3885: 3658: 581: 4833: 2035: 2750: 2402:"Nvidia Drive PX 2 Uses Integrated and Discrete Pascal GPU Cores - 24 DL TOPS, 8 TFLOPs and Up To 4GB GDDR5 [Updated]" 1967: 4755: 4356: 3648: 3497: 1199: 53:(CES) in Las Vegas in January 2015. An enhanced version, the Drive PX 2 was introduced at CES a year later, in January 2016. 2367: 2306:"NVIDIA DRIVE Powers Next Generation of Transportation — From Cars and Trucks to Robotaxis and Autonomous Delivery Vehicles" 2293:
NVIDIA Announces Pascal GPU Powered Drive PX 2 – 16nm FinFET Based, Liquid Cooled AI Supercomputer With 8 TFLOPs Performance
2249:"NVIDIA DRIVE Powers Next Generation of Transportation — From Cars and Trucks to Robotaxis and Autonomous Delivery Vehicles" 1699:"NVIDIA DRIVE Powers Next Generation of Transportation — From Cars and Trucks to Robotaxis and Autonomous Delivery Vehicles" 1177: 2062: 4661: 4431: 3118: 594: 292: 132:
were first announced at CES 2016. This time only a new version of Drive PX was announced, but in multiple configurations.
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vehicles manufactured from mid-October 2016 include a Drive PX 2, which will be used for neural net processing to enable
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to quickly go ahead into developing their application specific solutions. Third-party companies, such as
4780: 3810: 3695: 3520: 3239: 2832: 1389: 1720: 1255: 4042: 3878: 3700: 3332: 2812: 2690: 2578: 221: 3160: 3148: 1528: 4263: 4109: 3755: 3317: 3312: 2457: 2521:"NVIDIA Doubles Down On Self-Driving Cars With Xavier AI Chip And A Hat Tip To Next Gen Volta GPU" 4519: 4484: 4114: 4104: 4099: 4080: 4075: 4070: 4065: 4060: 3243: 3235: 3139: 3020: 2822: 2429:"Nvidia AI and multi-petaOps chips for class 5 automated cars within 4 years - NextBigFuture.com" 2094:"NVIDIA Unveils NVIDIA DRIVE Atlan, an AI Data Center on Wheels for Next-Gen Autonomous Vehicles" 2063:"Tesla has a new Autopilot '2.5' hardware suite with more computing power for autonomous driving" 216:) generation GPUs. The companies stated the third generation Drive PX system would be capable of 2149:"Nvidia Launches 1,000 TOPS Automated Driving Chip, Volvo To Launch Orin-Powered System In 2022" 1222: 4705: 4585: 4153: 4148: 4143: 4124: 4119: 4023: 3775: 3668: 3548: 3427: 3327: 3081: 3025: 2969: 2964: 2949: 2740: 1941: 1236: 42: 4765: 4760: 4600: 4285: 4251: 4232: 4204: 4055: 4050: 4033: 4028: 4018: 4013: 3991: 3986: 3678: 3251: 3247: 2781: 2647: 778: 772: 250: 220:
autonomous driving, with a total of 320 INT8 TOPS of AI computational power and a 500 Watts
97: 1471: 1436: 1137:"Current Collision Mitigation Technologies for Advanced Driver Assistance Systems–A Survey" 4575: 4557: 4303: 3871: 3663: 3608: 3568: 2934: 2827: 2766: 2700: 2642: 1745: 168: 2401: 2212: 1857: 56:
The closely platform related software release program at some point in time was branded
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NVIDIA ebnet den Weg für die Autos von Morgen mit den NVIDIA-DRIVE-Automotive-Computern
217: 38: 2546: 1796:"DeepRoute.ai to Integrate NVIDIA DRIVE Hyperion into L4 Autonomous Driving Solutions" 4822: 4785: 4619: 4580: 4545: 4291: 4001: 3847: 3705: 3618: 3583: 3543: 3442: 3286: 3180: 3176: 3168: 3164: 3156: 3071: 3066: 2939: 2883: 2745: 2681: 2176:"First look at Tesla's latest Autopilot (2.5) computer in Model 3, S, and X vehicles" 1136: 46: 2292: 1899: 4790: 4710: 4700: 4504: 4315: 4198: 4192: 4005: 3653: 3578: 3388: 3383: 3123: 3108: 2974: 2954: 2878: 2735: 2686: 2652: 601: 588: 324: 288: 164: 1165: 1595:"A Data Center on Wheels: NVIDIA Unveils DRIVE Atlan Autonomous Vehicle Platform" 4590: 4470: 3981: 3827: 3805: 3765: 3558: 3417: 3395: 3368: 3307: 3113: 2904: 2817: 2771: 2705: 2676: 2667: 1914:"Nvidia Drive Hyperion 9: Plattform für autonomes Fahren mit Atlan startet 2026" 1886:"Nvidia Drive Hyperion 9: Plattform für autonomes Fahren mit Atlan startet 2026" 1872:"Nvidia Drive Hyperion 9: Plattform für autonomes Fahren mit Atlan startet 2026" 1372:
Why Tesla’s Nvidia Supercomputer for Self-Driving is not as Powerful as Expected
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SoCs where each SoC contains 2 Denver cores, 4 ARM A57 cores and a GPU from the
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Note: As of now the above table is still 'fresh' and thus might be incomplete.
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The first of Nvidia's autonomous chips was announced at CES 2015, based on the
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https://on-demand.gputechconf.com/gtc-cn/2019/pdf/CN9618/presentation.pdf
1769: 299: 241:. On May 14, 2020, Nvidia announced that Orin would be utilizing the new 172: 1555:"NVIDIA Details DRIVE AGX Orin: A Herculean Arm Automotive SoC For 2022" 1337:"Roborace debuts their driverless "Robocar" on track at the Paris ePrix" 266:
Nvidia announced the SoC codenamed Atlan on April 12, 2021 at GTC 2021.
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The Drive AGX Orin board family was announced on December 18, 2019, at
4479: 4321: 3894: 3852: 3797: 3638: 3623: 3598: 3410: 2929: 2909: 2786: 2776: 2611: 2606: 34: 1928:"NVIDIA Unveils Next-Gen DRIVE Hyperion Autonomous Vehicle Platform" 1450:"Nvidia Teases Xavier, A High Performance SoC for Drive PX & AI" 2036:"All Tesla Cars Being Produced Now Have Full Self-Driving Hardware" 1994:"NVIDIA Blackwell Platform Arrives to Power a New Era of Computing" 1525:"NVIDIA unveils next-generation platform for fully autonomous cars" 4775: 4750: 4624: 4552: 4268: 4243: 4237: 3760: 3076: 3045: 3010: 2873: 2868: 2796: 2626: 1269:"NVIDIA Announces DRIVE PX 2 – Pascal Power For Self-Driving Cars" 311: 303: 284: 247: 200: 141: 111: 94: 2458:"Nvidia GPU computing: a journey from PC gaming to deep learning" 1361:
Look inside Tesla’s onboard Nvidia supercomputer for self-driving
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vehicle external: 14x camera, 9x radar, 3x lidar, 20x ultrasonic;
4745: 4227: 3745: 3720: 3400: 3040: 3035: 3030: 598: 585: 4682: 4457: 4174: 3905: 3867: 3493: 2550: 1968:"NVIDIA Orin Brings Arm and Ampere to the Edge at Hot Chips 34" 3947: 3942: 3793: 1413:"NVIDIA unveils its powerful Xavier SOC for self-driving cars" 2213:
NVIDIA Xavier SOC Is The Most Biggest and Complex SOC To Date
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Nvidia unveils palm-sized single SoC version of the DRIVE PX2
1746:"All Eyes on AI: Automotive Tech on Full Display at GTC 2024" 171:
and full self-driving functionality. Other applications are
1721:"NVIDIA DRIVE In-Vehicle Computing for Autonomous Vehicles" 1472:"Autonomous Car Development Platform from NVIDIA DRIVE PX2" 1289:"Autonomous Car Development Platform from NVIDIA DRIVE PX2" 3863: 2465:
Stanford University Colloquium on Computer Systems EE380
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Autonomous Car Development Platform from NVIDIA DRIVE PX2
2119: 2117: 2115: 1900:"DRIVE Hyperion Autonomous Vehicle Development Platform" 1807: 1805: 2368:"Hot Chips 2016: NVIDIA Discloses Tegra Parker Details" 1178:"Cars drive autonomously with Nvidia X1-based computer" 1223:"NVIDIA Tegra X1 Preview & Architecture Analysis" 1200:"Nvidia Announces Another Car 'Supercomputer' at CES" 4738: 4693: 4651: 4633: 4599: 4568: 4518: 4495: 4468: 4349: 4278: 4214: 4185: 4133: 4089: 4041: 4000: 3932: 3925: 3840: 3792: 3774: 3686: 3677: 3531: 3455: 3346: 3295: 3132: 3054: 3003: 2996: 2897: 2856: 2805: 2759: 2635: 2594: 2585: 1838: 1836: 2519: 2272:"DRIVE Thor Unites AV and Cockpit on a Single SoC" 2226:"DRIVE Thor Unites AV and Cockpit on a Single SoC" 2208: 2206: 2204: 2202: 2200: 2198: 2196: 1676:"DRIVE Thor Unites AV and Cockpit on a Single SoC" 1653:"DRIVE Thor Unites AV and Cockpit on a Single SoC" 1432: 1430: 314:have said to be use DRIVE Thor in their vehicles. 454:vehicle external: 12x camera, 9x radar, 1x lidar 421:vehicle external: 12x camera, 9x radar, 1x lidar 148:. There are two real world board configurations: 1383: 1381: 1379: 155:for AutoChauffeur: 2× Tegra X2 + 2 Pascal GPU's 1388:Cutress, Ian; Tallis, Billy (4 January 2016). 283:Announced on September 20, 2022, Nvidia DRIVE 3879: 3505: 2562: 1135:Umar Zakir Abdul, Hamid; et al. (2016). 140:The Nvidia Drive PX 2 is based on one or two 8: 2019: 2017: 2015: 2013: 2011: 1241:: CS1 maint: multiple names: authors list ( 64:for the developer package and sub-included 4690: 4679: 4465: 4454: 4182: 4171: 3929: 3922: 3902: 3886: 3872: 3864: 3683: 3512: 3498: 3490: 3000: 2591: 2569: 2555: 2547: 1493: 1491: 152:for AutoCruise: 1× Tegra X2 + 1 Pascal GPU 85:. The line-up consisted of two platforms: 2087: 2085: 2083: 1202:. The Wall Street Journal. 4 January 2016 100:(System on a Chip) and was marketed as a 2751:GNU/Linux Open Hardware PowerPC notebook 1620: 1618: 1616: 1614: 1612: 495: 329: 1127: 1646: 1644: 1234: 482:vehicle internal: 3x camera, 1x radar 391:vehicle external: 7x camera, 8x radar; 2483: 2481: 2451: 2449: 2423: 2421: 2395: 2393: 2391: 2389: 2387: 2385: 2383: 2361: 2359: 2357: 2355: 2329: 2327: 2325: 2323: 2170: 2168: 2057: 2055: 1548: 1546: 1356: 1354: 357:Reference Platforms / Developer Kits 49:. The platform was introduced at the 7: 1942:"DRIVE AGX Pegasus OA Developer Kit" 1992:Uchiyama, Kristin (18 March 2024). 1966:Kennedy, Patrick (23 August 2022). 1827:"Android installation on DRIVE AGX" 1411:Baldwin, Roberto (8 January 2018). 1390:"CES 2017: Nvidia Keynote Liveblog" 1043:20 INT8 TOPS, 1.3 FP32 TFLOPS (GPU) 93:The Drive CX was based on a single 3179:E2 / E6 / E8 / EM30 / EM35 / Z6 / 2474:from the original on Sep 26, 2023. 1045:10 INT8 TOPS, 5 FP16 TFLOPS (DLA) 446:DRIVE Hyperion 8.1 Developer Kits 25: 2864:Buffalo LinkStation / TeraStation 2532:from the original on Sep 29, 2016 2500:from the original on Nov 19, 2018 1782:presentation from December 2019: 1625:Smith, Ryan (20 September 2022). 1553:Smith, Ryan (December 18, 2019). 1523:Auchard, Eric (10 October 2017). 1448:Smith, Ryan (28 September 2016). 1312:Lambert, Fred (21 October 2016). 191:were first announced at CES 2017 2987: 2518:Altavilla, Dave (Sep 28, 2016). 2456:Oberman, Stuart (October 2017). 730:?x Arm Neoverse Poseidon AE CPU 386:DRIVE AGX Pegasus Developer Kit 128:Drive PX platforms based on the 2304:Labrie, Marie (18 March 2024). 2270:Kani, Ali (20 September 2022). 2247:Labrie, Marie (18 March 2024). 2224:Kani, Ali (20 September 2022). 1697:Labrie, Marie (18 March 2024). 1674:Kani, Ali (20 September 2022). 1651:Kani, Ali (20 September 2022). 384:DRIVE AGX Xavier Developer Kit, 4336:(framebuffer in system memory) 1593:Tomazin, Tom (12 April 2021). 1: 2400:Pirzada, Usman (2016-04-05). 1744:Shapiro, Danny (2024-03-18). 1498:Oh, Nate (October 10, 2017). 83:Maxwell GPU microarchitecture 3525:single-board microcontroller 1335:Dow, Jameson (20 May 2017). 1180:. Cnet. Cnet. 5 January 2015 792:?x Arm Neoverse Poseidon AE 393:vehicle internal: 1x camera 378:Level 2+ autonomous driving 130:Pascal GPU microarchitecture 1858:"NVIDIA DRIVE Hyperion 7.1" 1578:Eric Abent (May 14, 2020). 839:+ 2x dedicated MXM modules 287:comes equipped with an Arm 189:Volta GPU microarchitecture 72:Hardware and semiconductors 27:Computer platform by Nvidia 4855: 3229:Samsung Vodafone 360 H1 / 492:Reference board comparison 33:is a computer platform by 4689: 4678: 4541:RSX 'Reality Synthesizer' 4464: 4453: 4181: 4176:Software and technologies 4170: 3921: 3901: 3476: 3041:Roku Digital Video Player 2985: 2488:SteveNV (19 April 2017). 1527:. Reuters. Archived from 752: 687: 667: 646: 632: 611: 593: 580: 574: 568: 562: 556: 449:Orin: 6.0 (latest: 6.0.4) 439:Orin, Xavier, Turing GPU 413:DRIVE™ AGX Pegasus GV100, 51:Consumer Electronics Show 45:functionality powered by 1221:Smith, Joshua Ho, Ryan. 546:Drive Atlan (Cancelled) 102:digital cockpit computer 4328:Scalable Link Interface 4294:(variable refresh rate) 4186:Multimedia acceleration 2494:NVIDIA Developer Forums 1813:"Nvidia Drive Archives" 1093:SoC portion: 20 W 1087:SoC portion: 20 W 1081:SoC portion: 10 W 1075:SoC portion: 10 W 1054:2000 INT8 TOPS (total) 442:NVIDIA DRIVE AGX Orin™, 262:DRIVE Atlan (Cancelled) 4834:Automotive electronics 4350:GPU microarchitectures 4342:(live video upscaling) 4340:Video Super Resolution 4260:(ray tracing platform) 4090:Unified shaders & 2490:"Thermal Design Power" 1051:400 INT8 TOPS (total) 1048:320 INT8 TOPS (total) 726:+ ?x Ada Lovelace GPU 554:GPU Microarchitecture 117: 4781:Mellanox Technologies 3521:Single-board computer 2833:Linksys WRT54G series 2579:Linux-powered devices 2098:nvidianews.nvidia.com 700:2x Tegra X2 (Parker) 694:2x Tegra X2 (Parker) 688:1x Tegra X2 (Parker) 543:Drive AGX Pegasus OA 451:Xavier/Pegasus:5.2.6 318:Software and bundling 187:Systems based on the 115: 58:NVIDIA DRIVE Hyperion 37:, aimed at providing 3926:Fixed pixel pipeline 3333:SNES Classic Edition 4264:Nvidia System Tools 3756:Qualcomm Snapdragon 3318:NES Classic Edition 3313:Intellivision Amico 1846:. 20 February 2019. 1829:. 3 September 2021. 732:+ ?x Blackwell GPU 468:estimated for 2026 434:estimated for 2024 410:Xavier, Turing GPU 381:Xavier, Turing GPU 4271:(video decode API) 4224:(shading language) 4137:& tensor cores 3236:Samsung Wave S8500 3021:Hauppauge MediaMVP 2823:Buffalo AirStation 1902:. 31 January 2019. 1844:"Nvidia Drive SDK" 1772:. 3 November 2021. 963:32 GB LPDDR5 958:16 GB LPDDR4 953:16 GB LPDDR4 724:?x Grace-Next CPU 473:Atlan (Cancelled) 444:DRIVE AGX Pegasus, 415:DRIVE™ AGX Xavier 257:Ada Lovelace based 169:Enhanced Autopilot 118: 4816: 4815: 4812: 4811: 4808: 4807: 4706:Chris Malachowsky 4674: 4673: 4670: 4669: 4586:Shield Android TV 4449: 4448: 4445: 4444: 4240:(ray tracing API) 4166: 4165: 4162: 4161: 3976: 3975: 3916: 3861: 3860: 3836: 3835: 3549:Asus Tinker Board 3487: 3486: 3451: 3450: 3347:Handheld consoles 3328:Sega Genesis Mini 3082:Leapster Explorer 2983: 2982: 2970:Asus Tinker Board 2741:Skytone Alpha-400 2433:NextBigFuture.com 2147:Abuelsamid, Sam. 1141:PERINTIS eJournal 1116: 1115: 988:128 GB eMMC 948:8 GB LPDDR4 889:?x Blackwell GPU 854:(512 CUDA cores) 786:24x Cortex A78AE 783:12x Cortex A78AE 537:Drive PX Pegasus 486: 485: 418:5.0.13.2 (linux) 360:Drive OS Version 146:Pascal generation 43:driver assistance 16:(Redirected from 4846: 4766:Cumulus Networks 4761:Bright Computing 4746:3dfx Interactive 4691: 4680: 4561: 4549: 4537: 4466: 4455: 4286:Nvidia 3D Vision 4252:Nvidia Omniverse 4233:Nvidia GameWorks 4207:(video decoding) 4201:(video decoding) 4195:(video encoding) 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March 2022. 1868: 1862: 1861: 1860:. 10 March 2022. 1854: 1848: 1847: 1840: 1831: 1830: 1823: 1817: 1816: 1809: 1800: 1799: 1798:. 22 March 2022. 1792: 1786: 1780: 1774: 1773: 1766: 1760: 1759: 1757: 1756: 1741: 1735: 1734: 1732: 1731: 1717: 1711: 1710: 1708: 1706: 1694: 1688: 1687: 1685: 1683: 1671: 1665: 1664: 1662: 1660: 1648: 1639: 1638: 1636: 1634: 1622: 1607: 1606: 1604: 1602: 1590: 1584: 1583: 1575: 1569: 1568: 1566: 1565: 1550: 1541: 1540: 1538: 1536: 1520: 1514: 1513: 1511: 1510: 1495: 1486: 1485: 1483: 1482: 1468: 1462: 1461: 1459: 1457: 1445: 1439: 1434: 1425: 1424: 1422: 1420: 1408: 1402: 1401: 1399: 1397: 1385: 1374: 1369: 1363: 1358: 1349: 1348: 1346: 1344: 1332: 1326: 1325: 1323: 1321: 1309: 1303: 1302: 1300: 1299: 1285: 1279: 1278: 1276: 1275: 1264: 1258: 1253: 1247: 1246: 1240: 1232: 1230: 1229: 1218: 1212: 1211: 1209: 1207: 1196: 1190: 1189: 1187: 1185: 1174: 1168: 1163: 1157: 1156: 1154: 1152: 1132: 983:64 GB eMMC 886:?x Ada Lovelace 861:(512 CUDA cores) 848:256 CUDA cores 835:(2x 2 SM Pascal, 824:(1x 2 SM Pascal, 817:256 CUDA cores) 815:(1x 2 SM Pascal, 720:+ 2x Ampere GPU 711:+ 2x Turing GPU 709:2x Tegra Xavier 706:1x Tegra Xavier 702:+ 1x Pascal GPU 696:+ 2x Pascal GPU 690:+ 1x Pascal GPU 534:Drive PX Xavier 524:(AutoChauffeur) 501:reference board 496: 351:Target Use Case 330: 291:V3AE CPU, and a 208:Drive PX Pegasus 62:Nvidia Drive SDK 21: 4854: 4853: 4849: 4848: 4847: 4845: 4844: 4843: 4839:Nvidia products 4829:AI accelerators 4819: 4818: 4817: 4804: 4734: 4728:Ranga Jayaraman 4725:Debora Shoquist 4685: 4666: 4647: 4629: 4595: 4576:Shield Portable 4564: 4558:Nintendo Switch 4555: 4543: 4531: 4514: 4491: 4460: 4441: 4345: 4318:(module/socket) 4312:(module/socket) 4306:(multi-monitor) 4304:Nvidia Surround 4300:(GPU switching) 4274: 4210: 4177: 4158: 4129: 4085: 4043:Unified shaders 4037: 3996: 3972: 3971: 3952: 3917: 3897: 3892: 3862: 3857: 3832: 3788: 3770: 3673: 3527: 3518: 3488: 3483: 3472: 3447: 3342: 3291: 3231:Vodafone 360 M1 3128: 3050: 2992: 2979: 2893: 2852: 2801: 2755: 2643:Acer Aspire One 2631: 2587: 2581: 2575: 2545: 2544: 2535: 2533: 2517: 2516: 2512: 2503: 2501: 2487: 2486: 2479: 2471: 2460: 2455: 2454: 2447: 2438: 2436: 2427: 2426: 2419: 2410: 2408: 2399: 2398: 2381: 2372: 2370: 2365: 2364: 2353: 2344: 2342: 2333: 2332: 2321: 2311: 2309: 2303: 2302: 2298: 2291: 2287: 2277: 2275: 2269: 2268: 2264: 2254: 2252: 2246: 2245: 2241: 2231: 2229: 2223: 2222: 2218: 2211: 2194: 2185: 2183: 2174: 2173: 2166: 2157: 2155: 2146: 2145: 2141: 2131: 2129: 2124:Labrie, Marie. 2123: 2122: 2113: 2103: 2101: 2092:Labrie, Marie. 2091: 2090: 2081: 2072: 2070: 2061: 2060: 2053: 2044: 2042: 2034: 2033: 2029: 2022: 2009: 1999: 1997: 1991: 1990: 1986: 1976: 1974: 1965: 1964: 1960: 1951: 1949: 1940: 1939: 1935: 1926: 1925: 1921: 1912: 1911: 1907: 1898: 1897: 1893: 1884: 1883: 1879: 1870: 1869: 1865: 1856: 1855: 1851: 1842: 1841: 1834: 1825: 1824: 1820: 1815:. 27 July 2017. 1811: 1810: 1803: 1794: 1793: 1789: 1781: 1777: 1768: 1767: 1763: 1754: 1752: 1743: 1742: 1738: 1729: 1727: 1719: 1718: 1714: 1704: 1702: 1696: 1695: 1691: 1681: 1679: 1673: 1672: 1668: 1658: 1656: 1650: 1649: 1642: 1632: 1630: 1624: 1623: 1610: 1600: 1598: 1592: 1591: 1587: 1577: 1576: 1572: 1563: 1561: 1552: 1551: 1544: 1534: 1532: 1531:on Oct 18, 2017 1522: 1521: 1517: 1508: 1506: 1497: 1496: 1489: 1480: 1478: 1470: 1469: 1465: 1455: 1453: 1447: 1446: 1442: 1435: 1428: 1418: 1416: 1410: 1409: 1405: 1395: 1393: 1392:. Anandtech.com 1387: 1386: 1377: 1370: 1366: 1359: 1352: 1342: 1340: 1334: 1333: 1329: 1319: 1317: 1311: 1310: 1306: 1297: 1295: 1287: 1286: 1282: 1273: 1271: 1266: 1265: 1261: 1254: 1250: 1233: 1227: 1225: 1220: 1219: 1215: 1205: 1203: 1198: 1197: 1193: 1183: 1181: 1176: 1175: 1171: 1164: 1160: 1150: 1148: 1134: 1133: 1129: 1124: 1057:1000 INT8 TOPS 1044: 1039:10-12 DL TOPS 1033:20-24 DL TOPS 1028:16 FP16 TFLOPS 1024:10-12 DL TOPS 882:(? CUDA cores) 881: 879: 876: 869:2x Ampere iGPU 865:(? CUDA cores) 864: 863:2x Turing dGPUs 862: 859: 847: 846:1x 2 SM Pascal, 844: 843:1x Parker GPGPU 838: 837:512 CUDA cores) 836: 833: 832:2x Parker GPGPU 828:on a MXM slot) 827: 825: 822: 821:1x Parker GPGPU 816: 813: 812:1x Parker GPGPU 808:512 CUDA cores 802:256 CUDA cores 639:September 2022 615:September 2016 540:Drive AGX Orin 500: 499:Nvidia provided 494: 481: 450: 445: 443: 414: 392: 385: 363:Sensor Support 354:Semiconductors 347: 342: 334: 320: 281: 276: 274:Blackwell based 264: 259: 235: 230: 210: 197: 195:Drive PX Xavier 185: 138: 126: 110: 91: 79: 74: 66:Nvidia Drive OS 28: 23: 22: 15: 12: 11: 5: 4852: 4850: 4842: 4841: 4836: 4831: 4821: 4820: 4814: 4813: 4810: 4809: 4806: 4805: 4803: 4802: 4799: 4796: 4793: 4788: 4783: 4778: 4773: 4768: 4763: 4758: 4753: 4748: 4742: 4740: 4736: 4735: 4733: 4732: 4731:Jonah M. Alben 4729: 4726: 4723: 4718: 4713: 4708: 4703: 4701:Jen-Hsun Huang 4697: 4695: 4687: 4686: 4683: 4676: 4675: 4672: 4671: 4668: 4667: 4665: 4664: 4658: 4656: 4649: 4648: 4646: 4645: 4643:Project Denver 4639: 4637: 4631: 4630: 4628: 4627: 4622: 4617: 4612: 4606: 4604: 4597: 4596: 4594: 4593: 4588: 4583: 4578: 4572: 4570: 4566: 4565: 4563: 4562: 4550: 4538: 4525: 4523: 4516: 4515: 4513: 4512: 4507: 4501: 4499: 4493: 4492: 4490: 4489: 4488: 4487: 4476: 4474: 4462: 4461: 4459:Other products 4458: 4451: 4450: 4447: 4446: 4443: 4442: 4440: 4439: 4434: 4429: 4424: 4419: 4414: 4409: 4404: 4399: 4394: 4389: 4384: 4379: 4374: 4369: 4364: 4359: 4353: 4351: 4347: 4346: 4344: 4343: 4337: 4331: 4325: 4319: 4313: 4307: 4301: 4298:Nvidia Optimus 4295: 4289: 4282: 4280: 4276: 4275: 4273: 4272: 4266: 4261: 4255: 4249: 4248: 4247: 4241: 4230: 4225: 4218: 4216: 4212: 4211: 4209: 4208: 4202: 4196: 4189: 4187: 4179: 4178: 4175: 4168: 4167: 4164: 4163: 4160: 4159: 4157: 4156: 4151: 4146: 4140: 4138: 4131: 4130: 4128: 4127: 4122: 4117: 4112: 4107: 4102: 4096: 4094: 4087: 4086: 4084: 4083: 4078: 4073: 4068: 4063: 4058: 4053: 4047: 4045: 4039: 4038: 4036: 4031: 4026: 4021: 4016: 4011: 4009: 3998: 3997: 3995: 3994: 3989: 3984: 3977: 3974: 3973: 3970: 3969: 3964: 3959: 3953: 3951: 3950: 3945: 3939: 3938: 3936: 3927: 3919: 3918: 3906: 3899: 3898: 3893: 3891: 3890: 3883: 3876: 3868: 3859: 3858: 3856: 3855: 3850: 3844: 3842: 3838: 3837: 3834: 3833: 3831: 3830: 3825: 3819: 3813: 3808: 3802: 3800: 3790: 3789: 3787: 3786: 3780: 3778: 3772: 3771: 3769: 3768: 3763: 3758: 3753: 3748: 3743: 3738: 3733: 3728: 3723: 3718: 3713: 3708: 3703: 3698: 3692: 3690: 3681: 3675: 3674: 3672: 3671: 3666: 3661: 3656: 3651: 3646: 3641: 3636: 3631: 3626: 3621: 3616: 3611: 3606: 3601: 3596: 3591: 3586: 3581: 3576: 3571: 3566: 3561: 3556: 3551: 3546: 3541: 3535: 3533: 3529: 3528: 3519: 3517: 3516: 3509: 3502: 3494: 3485: 3484: 3477: 3474: 3473: 3471: 3470: 3465: 3459: 3457: 3453: 3452: 3449: 3448: 3446: 3445: 3440: 3435: 3430: 3425: 3420: 3415: 3414: 3413: 3408: 3398: 3393: 3392: 3391: 3386: 3376: 3374:DragonBox Pyra 3371: 3366: 3365: 3364: 3359: 3350: 3348: 3344: 3343: 3341: 3340: 3335: 3330: 3325: 3320: 3315: 3310: 3305: 3299: 3297: 3293: 3292: 3290: 3289: 3280: 3275: 3258: 3233: 3227: 3206: 3193: 3184: 3145:Motorola A1200 3142: 3136: 3134: 3130: 3129: 3127: 3126: 3121: 3116: 3111: 3106: 3101: 3084: 3079: 3074: 3069: 3064: 3058: 3056: 3052: 3051: 3049: 3048: 3043: 3038: 3033: 3028: 3023: 3018: 3013: 3007: 3005: 2998: 2994: 2993: 2986: 2984: 2981: 2980: 2978: 2977: 2972: 2967: 2962: 2957: 2952: 2947: 2942: 2937: 2932: 2927: 2922: 2917: 2915:DragonBox Pyra 2912: 2907: 2901: 2899: 2895: 2894: 2892: 2891: 2886: 2881: 2876: 2871: 2866: 2860: 2858: 2854: 2853: 2851: 2850: 2845: 2840: 2838:Netgear DG834G 2835: 2830: 2825: 2820: 2815: 2809: 2807: 2803: 2802: 2800: 2799: 2794: 2789: 2784: 2779: 2774: 2769: 2763: 2761: 2757: 2756: 2754: 2753: 2748: 2743: 2738: 2733: 2728: 2723: 2718: 2713: 2708: 2703: 2698: 2693: 2684: 2679: 2670: 2665: 2660: 2655: 2650: 2648:Averatec Buddy 2645: 2639: 2637: 2633: 2632: 2630: 2629: 2624: 2619: 2614: 2609: 2604: 2598: 2596: 2589: 2583: 2582: 2577:(non-Android) 2576: 2574: 2573: 2566: 2559: 2551: 2543: 2542: 2510: 2477: 2445: 2417: 2379: 2351: 2319: 2296: 2285: 2262: 2239: 2216: 2192: 2164: 2139: 2111: 2079: 2051: 2027: 2007: 1984: 1958: 1933: 1919: 1905: 1891: 1877: 1863: 1849: 1832: 1818: 1801: 1787: 1775: 1761: 1736: 1712: 1689: 1666: 1640: 1608: 1585: 1570: 1542: 1515: 1487: 1463: 1440: 1426: 1403: 1375: 1364: 1350: 1327: 1304: 1293:www.nvidia.com 1280: 1259: 1248: 1213: 1191: 1169: 1158: 1126: 1125: 1123: 1120: 1114: 1113: 1110: 1107: 1104: 1101: 1098: 1095: 1089: 1083: 1077: 1071: 1068: 1066: 1062: 1061: 1060:2000 FP8 TOPS 1058: 1055: 1052: 1049: 1046: 1041: 1037:4 FP32 TFLOPS 1035: 1030:8 FP32 TFLOPS 1026: 1022:4 FP32 TFLOPS 1020: 1018:10-12 DL TOPS 1016:4 FP32 TFLOPS 1014: 1012: 1010: 1006: 1005: 1002: 999: 997: 995: 993: 991: 989: 986: 984: 981: 979: 977: 973: 972: 969: 966: 964: 961: 959: 956: 954: 951: 949: 946: 944: 942: 938: 937: 934: 931: 925: 919: 913: 907: 905: 903: 901: 899: 897: 895: 891: 890: 887: 884: 880:2x Ampere dGPU 878:(? CUDA cores) 875:2x Ampere iGPU 873: 871:(?CUDA cores) 867: 856: 852:1x Volta iGPU 850: 841: 830: 826:256 CUDA cores 819: 810: 806:4 SMM Maxwell 804: 800:2 SMM Maxwell 798: 794: 793: 790: 789:?x Grace-Next 787: 784: 781: 775: 769: 767:8x Cortex A57 763: 761:8x Cortex A57 757: 755:4x Cortex A57 751: 749:8x Cortex A53 747:8x Cortex A57 745: 743:4x Cortex A53 741:4x Cortex A57 739: 735: 734: 728: 722: 718:2x Tegra Orin 716: 715:2x Tegra Orin 713: 707: 704: 698: 692: 686: 683: 680: 676: 675: 672: 669: 666: 663: 660: 657: 654: 651: 648: 645: 641: 640: 637: 634: 633:December 2019 631: 628: 625: 622: 619: 616: 613: 610: 606: 605: 592: 579: 573: 567: 561: 555: 551: 550: 547: 544: 541: 538: 535: 532: 526: 520: 514: 508: 505: 502: 493: 490: 484: 483: 478: 476: 474: 471: 469: 466: 463: 460: 456: 455: 452: 447: 440: 437: 435: 432: 429: 427: 423: 422: 419: 416: 411: 408: 406: 404: 401: 399: 395: 394: 389: 387: 382: 379: 376: 374: 371: 369: 365: 364: 361: 358: 355: 352: 349: 344: 339: 336: 319: 316: 280: 277: 275: 272: 263: 260: 258: 255: 239:GTC China 2019 234: 233:Drive AGX Orin 231: 229: 226: 209: 206: 196: 193: 184: 181: 157: 156: 153: 137: 134: 125: 122: 109: 106: 90: 87: 78: 75: 73: 70: 39:autonomous car 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 4851: 4840: 4837: 4835: 4832: 4830: 4827: 4826: 4824: 4800: 4797: 4794: 4792: 4789: 4787: 4786:Mental Images 4784: 4782: 4779: 4777: 4774: 4772: 4769: 4767: 4764: 4762: 4759: 4757: 4754: 4752: 4749: 4747: 4744: 4743: 4741: 4737: 4730: 4727: 4724: 4722: 4719: 4717: 4714: 4712: 4709: 4707: 4704: 4702: 4699: 4698: 4696: 4692: 4688: 4681: 4677: 4663: 4660: 4659: 4657: 4655: 4650: 4644: 4641: 4640: 4638: 4636: 4632: 4626: 4623: 4621: 4618: 4616: 4613: 4611: 4608: 4607: 4605: 4602: 4598: 4592: 4589: 4587: 4584: 4582: 4581:Shield Tablet 4579: 4577: 4574: 4573: 4571: 4569:Nvidia Shield 4567: 4559: 4554: 4551: 4547: 4546:PlayStation 3 4542: 4539: 4535: 4530: 4527: 4526: 4524: 4521: 4517: 4511: 4508: 4506: 4503: 4502: 4500: 4498: 4494: 4486: 4483: 4482: 4481: 4480:Nvidia Quadro 4478: 4477: 4475: 4472: 4467: 4463: 4456: 4452: 4438: 4435: 4433: 4430: 4428: 4425: 4423: 4420: 4418: 4415: 4413: 4410: 4408: 4405: 4403: 4400: 4398: 4395: 4393: 4390: 4388: 4385: 4383: 4380: 4378: 4375: 4373: 4370: 4368: 4365: 4363: 4360: 4358: 4355: 4354: 4352: 4348: 4341: 4338: 4335: 4332: 4329: 4326: 4323: 4320: 4317: 4314: 4311: 4308: 4305: 4302: 4299: 4296: 4293: 4292:Nvidia G-Sync 4290: 4287: 4284: 4283: 4281: 4277: 4270: 4267: 4265: 4262: 4259: 4256: 4254:(3D graphics) 4253: 4250: 4246:(physics SDK) 4245: 4242: 4239: 4236: 4235: 4234: 4231: 4229: 4226: 4223: 4220: 4219: 4217: 4213: 4206: 4203: 4200: 4197: 4194: 4191: 4190: 4188: 4184: 4180: 4173: 4169: 4155: 4152: 4150: 4147: 4145: 4142: 4141: 4139: 4136: 4132: 4126: 4123: 4121: 4118: 4116: 4113: 4111: 4108: 4106: 4103: 4101: 4098: 4097: 4095: 4093: 4088: 4082: 4079: 4077: 4074: 4072: 4069: 4067: 4064: 4062: 4059: 4057: 4054: 4052: 4049: 4048: 4046: 4044: 4040: 4035: 4032: 4030: 4027: 4025: 4022: 4020: 4017: 4015: 4012: 4010: 4007: 4003: 3999: 3993: 3990: 3988: 3985: 3983: 3979: 3978: 3968: 3965: 3963: 3960: 3958: 3955: 3954: 3949: 3946: 3944: 3941: 3940: 3937: 3935: 3931: 3928: 3924: 3920: 3914: 3909: 3904: 3900: 3896: 3889: 3884: 3882: 3877: 3875: 3870: 3869: 3866: 3854: 3851: 3849: 3848:Apache Hadoop 3846: 3845: 3843: 3839: 3829: 3826: 3823: 3820: 3817: 3814: 3812: 3809: 3807: 3804: 3803: 3801: 3799: 3795: 3791: 3785: 3782: 3781: 3779: 3777: 3773: 3767: 3764: 3762: 3759: 3757: 3754: 3752: 3749: 3747: 3744: 3742: 3739: 3737: 3734: 3732: 3729: 3727: 3726:HiSiliconK3V3 3724: 3722: 3719: 3717: 3714: 3712: 3709: 3707: 3704: 3702: 3699: 3697: 3694: 3693: 3691: 3689: 3685: 3682: 3680: 3676: 3670: 3667: 3665: 3662: 3660: 3657: 3655: 3652: 3650: 3647: 3645: 3642: 3640: 3637: 3635: 3632: 3630: 3627: 3625: 3622: 3620: 3619:Nvidia Jetson 3617: 3615: 3612: 3610: 3607: 3605: 3602: 3600: 3597: 3595: 3592: 3590: 3587: 3585: 3582: 3580: 3577: 3575: 3572: 3570: 3567: 3565: 3562: 3560: 3557: 3555: 3552: 3550: 3547: 3545: 3544:Arndale Board 3542: 3540: 3537: 3536: 3534: 3530: 3526: 3522: 3515: 3510: 3508: 3503: 3501: 3496: 3495: 3492: 3481: 3475: 3469: 3466: 3464: 3461: 3460: 3458: 3454: 3444: 3443:LeapFrog Didj 3441: 3439: 3436: 3434: 3431: 3429: 3426: 3424: 3421: 3419: 3416: 3412: 3409: 3407: 3404: 3403: 3402: 3399: 3397: 3394: 3390: 3387: 3385: 3382: 3381: 3380: 3377: 3375: 3372: 3370: 3367: 3363: 3360: 3358: 3355: 3354: 3352: 3351: 3349: 3345: 3339: 3338:Steam Machine 3336: 3334: 3331: 3329: 3326: 3324: 3321: 3319: 3316: 3314: 3311: 3309: 3306: 3304: 3301: 3300: 3298: 3294: 3288: 3284: 3281: 3279: 3276: 3274: 3270: 3266: 3262: 3259: 3257: 3253: 3249: 3246:/ Wave 723 / 3245: 3241: 3240:Wave II S8530 3237: 3234: 3232: 3228: 3226: 3222: 3218: 3214: 3210: 3207: 3205: 3201: 3197: 3194: 3192: 3188: 3185: 3182: 3178: 3174: 3170: 3166: 3162: 3158: 3154: 3150: 3146: 3143: 3141: 3138: 3137: 3135: 3131: 3125: 3122: 3120: 3117: 3115: 3112: 3110: 3107: 3105: 3102: 3100: 3096: 3092: 3088: 3085: 3083: 3080: 3078: 3075: 3073: 3072:Archos PMA400 3070: 3068: 3067:Amazon Kindle 3065: 3063: 3060: 3059: 3057: 3053: 3047: 3044: 3042: 3039: 3037: 3034: 3032: 3029: 3027: 3024: 3022: 3019: 3017: 3014: 3012: 3009: 3008: 3006: 3002: 2999: 2995: 2990: 2976: 2973: 2971: 2968: 2966: 2963: 2961: 2958: 2956: 2953: 2951: 2948: 2946: 2943: 2941: 2940:Nvidia Jetson 2938: 2936: 2933: 2931: 2928: 2926: 2923: 2921: 2918: 2916: 2913: 2911: 2908: 2906: 2903: 2902: 2900: 2896: 2890: 2887: 2885: 2884:Synology Inc. 2882: 2880: 2877: 2875: 2874:Linksys NSLU2 2872: 2870: 2867: 2865: 2862: 2861: 2859: 2855: 2849: 2846: 2844: 2841: 2839: 2836: 2834: 2831: 2829: 2826: 2824: 2821: 2819: 2816: 2814: 2811: 2810: 2808: 2804: 2798: 2795: 2793: 2790: 2788: 2785: 2783: 2780: 2778: 2775: 2773: 2770: 2768: 2765: 2764: 2762: 2758: 2752: 2749: 2747: 2746:Tianhua GX-1C 2744: 2742: 2739: 2737: 2734: 2732: 2729: 2727: 2724: 2722: 2719: 2717: 2714: 2712: 2709: 2707: 2704: 2702: 2699: 2697: 2696:Inspiron Mini 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Index

DRIVE Thor
Nvidia
autonomous car
driver assistance
deep learning
Consumer Electronics Show
Maxwell GPU microarchitecture
Tegra X1
SoC
digital cockpit computer

Pascal GPU microarchitecture
Tegra X2
Pascal generation
Tesla Motors
Enhanced Autopilot
Roborace
MXM Module
Volta GPU microarchitecture
Xavier
Turing
Level 5
TDP
GTC China 2019
Ampere
Tegra Orin
SoC
Thor
Neoverse
Blackwell

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