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֮ ΪʲôƽͷӢΰMLPerf׼ж˵һ Ե

2019-11-10 07:13 | 770 ʾȫ¥ |Ķģʽ

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2019-11-10 07:13 | ʾȫ¥ |Ķģʽ
дͷ׷MLPerfع˵һMLPerf Inference v0.5ĽȻ׼ԻȻ˾ͷ˾ձעƽͷ硢Ӣΰڽ׷׹ϢʾԼ˵һ
ΪʲôƽͷӢΰMLPerf׼ж˵һ
ԾݽԺ MLPerfزͣȲ޵BenchmarksΪ˿ԴҪô޴ͷĻ׼ҲCPUû˸ҵеȫҵӢضNVIDIAGoogleͰٶӼϽMLPerf׼Իڽ׶ûǸûصĽӴע
6·ûؾ͹˵ڶ׼ԼMLPerf Inference v0.5MLPerfصĴ׼ּȨϵͳʵϰռˮͰٶMLPerf InferenceDzܵͨ÷ʽռΪȨӵ͹SoCеNPUĸܼı׼ڻ׼ԳȹĸԺMLPerfع׼Ե׸ٷ
׼Եijʼ汾v0.5ȻDzڽ5ռ/׼һûйIJĿȨԴDZزٵ׼Եijʼ汾оƬ˾ĹעЩ˾չӲڻ׼еĽͻͶߣ˵Ϊʲôǵƻʵһֹٷ׼ύ˽600ݽԶԽ˸ûطʽԤڵȫ»׼⣨ҪһʱŻµҵ׼˵ҵMLPerfڴоƬʮԲг
ΪʲôƽͷӢΰMLPerf׼ж˵һ
ŵһ빤MLPerfڹInference v0.5ĹٷֻǴ󶼣粻ȫоƬ˾ڹͨϢ˵ʵڵ600ύĽɢ40ֲоƬ˾кܶҿС׼ΧÿСҶҵֳɵļƻÿⲢǻ׼ԼҲоƬ˾Ϊʹʼ汾ձҲԺǺܶرڹüǷضŻ
ΪʲôƽͷӢΰMLPerf׼ж˵һ
ΪMLPerf v0.5Ϊ5׼׼ɫ׼ƶǰ׼/汾ͼࣨResNet50߼⣨ResNet34ʹ巭ʹGNMTȫ׼Զּƻ·һնתһʹ·һնͬʱתʹʵʱܣߣߵİЩɫϽƷֱΪն˺ͰƻӷֻΪӦƽ̨ƻ
ΪʲôƽͷӢΰMLPerf׼ж˵һ
һMLPerfԡͿŷǡƻƻapples-to-applesоƬԤϰռԤϰȨѡժҪݵľƷֻҪ㾫Ҫ󣩷оƬ˾ԾбضڷķǵƻԱ뵽ѧϵĵЧҽֹϰռƽ̨ܷܺõʵԤϰõռ
ΪʲôƽͷӢΰMLPerf׼ж˵һ
֮ʽԼӱоƬ˾ӦϰռԼиձԲǷƻƻŷһֽṹٵĽṹʽоƬ˾õķʽչƻŶӵ״
ֽMLPerfռյ˴CPUGPUFPGADSP͹ASICȸΧĹٷ һλMLPerfָûرɫյ˳״ģϵͳ֮ÿֵ䷶ͷĽ Ȼ˾ĴNVIDIAGPUȸTPUӢضCPUͼԼHabana LabsGoyaʹڷҲһЩԤĽRaspberry Pi 4ͰͰ͵ĺ800
ΪʲôƽͷӢΰMLPerf׼ж˵һ
ΪʲôƽͷӢΰMLPerf׼ж˵һ
ܵ˵ҲԽйķڴIJζźǶĶصȱٹIJζûЧܵ˵ÿоƬ˾ijֱȡ߲Google1 TPUv332ļƵչNVIDIATeslaһЩѹȫӢضCPUλӰͨ855ڹٷҲԶԶSoC
MLPerfĵһΪܵռڿٷMLPerfڻ꿢׼ռ䷶ʶʹ һûؽйIJԱÿСҶܿǵļƻڵԴӷǴΧżƻؿ
Щڰ汾MLPerfӺŻʱͷ뻹вͬоƬ˾˵ԼͺλȲصŻĿζоƬ˾дռŻϵͳԾδIJԼƻõӲͻкܶMLPerfίԱУٹȻһѾ¯оƬ˾רע˽Żһʽ
ĩӸԶMLPerf Inference׼δڽڳ죨ûδ1.0ʱԤͣҲζŸû׼ԽоƬ˾֮ܳײMLPerfѾ䷢˵ǽƶòԼٶֻװIJ׼ԵҲ˺õĻδδǽԴҪMLPerfõԼIJЩתΪĽԱӲ嶯ĵʱ
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