面向视觉和汽车的AMD Versal AI Edge系列第二代.pdf

1、AMD VersalAI Edge Series Gen 2 for Vision and AutomotiveTomai Knopp and Jeffrey ChuCo-author:Sagheer AhmadHot Chips 20242|AMD VERSAL AI EDGE SERIES GEN 2 FOR VISION AND AUTOMOTIVE|AUGUST 2024Agenda Challenges and Motivation Silicon Features Vision Applications3|AMD VERSAL AI EDGE SERIES GEN 2 FOR VI

2、SION AND AUTOMOTIVE|AUGUST 2024AI Driven Embedded Processing PhasesSensor Processing&Control,Data ConditioningPreprocessingAI InferencePerception,AnalyticsPostprocessingDecision Making,Control,FeedbackPerceptionAnalyticsHMIControlDecision MakingCameraRadarLiDAROther SensorsSensorProcessingSensor Fus

3、ionData Conditioning4|AMD VERSAL AI EDGE SERIES GEN 2 FOR VISION AND AUTOMOTIVE|AUGUST 2024Superior Integration to Reduce System Power,Area&ComplexitySingle-Chip System with Versal AI Edge Series Gen 2Versal AI Edge Gen 2DeviceDDRDDRMulti-Chip AI-DrivenEmbedded SystemSafety MCUHigh Perf.Embedded CPU

4、AI AcceleratorSensor ProcessingDDRDDRDDRDDRDDRDDRDDRDDRLimited PowerAvailability Security,Safety&ReliabilityTight Form Factor RequirementsChallenging EnvironmentsReal-TimeResponseLong Life Cycles5|AMD VERSAL AI EDGE SERIES GEN 2 FOR VISION AND AUTOMOTIVE|AUGUST 2024AMD Versal AI Edge Series Gen 2 Ov

5、erviewNext-Generation AI Engines for Efficient AI InferenceUp to 3X TOPs/Watt*High-Performance Integrated CPUs for PostprocessingUp to 10X Scalar Compute*Enhanced Safety&SecuritySupport for ASIL D,SIL 3World-Class Programmable Logic for Flexible,Real-Time Preprocessing Sensor Fusion,Data Conditionin

6、g New Hard Image/Video ProcessingAI Engines(AIE-ML v2)UltraRAM8x ArmCortex-A78AE Application Processor10 x Arm Cortex-R52 Real-Time ProcessorPlatform Management ControllerPS PCIeArm Mali G78AE GPUApplicationSecurity UnitDDR5,LPDDR5XImage Signal ProcessorVideo Codec UnitVideo Processing PipelineUSB 3