Intel AIDC 開發大會主題演講,以軟體開源、多元硬體與社群作為 AI 戰略後盾

2018.05.24 03:47AM
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對於現在電子產業而言,由於硬體運算力提升、運算軟體框架不斷進化且市場有明確需求,基於神經網路的 AI 再度成為重要議題,而作為現行全球主要伺服器、超級電腦核心架構供應商的 Intel 當然也不會錯過這場盛會,鎖定 AI 相關開發者舉辦了 AIDC ( AI 開發者大會),在稍早的主題演講,也就 Intel 目前的戰略進行說明。

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Display advertising, Display device, Advertising, Web banner, Product, Computer Monitors, Vanessa Guthrie, ENABLE DEVELOPERS TO ACHIEVE THER A VISIONTOOLS HARDWARE COMNUNITY, ENABLE, DEVELOPERS, TO, ACHIEVE, THER, VISION, TOOLS, HARDWARE, COMNUNITY, technology, display device, product, display advertising, advertising, brand, banner, ENABLE DEVELOPERS TO ACHIEVE THER A VISIONTOOLS HARDWARE COMNUNITY, 顯示器廣告,顯示設備,廣告,網頁橫幅,產品,計算機顯示器,Vanessa Guthrie,使開發人員能夠實現VISIONTOOLS硬件共享,啟用,開發人員,達成,實現,視覺,工具,硬件,社區,技術,顯示設備,產品,展示廣告,廣告,品牌,橫幅,使開發者能夠實現VISIONTOOLS硬件共同體

Intel 的 AI 戰略可分為三大領域,包括軟體、硬體與社群;其中在社群方面, Intel 選擇藉由開源方式推廣相關開發軟體,而硬體部分除了 Intel 最核心的 Xeon 外,也針對當前異構運算、推理與學習加速器等提供全方位的硬體解決方案,至於社群除了與業界主力的 AI 框架如 Google微軟與 Facebook 持續合作外,也藉由 AIDC 拋磚引玉,接下來也將在全球陸續舉辦開發者大會。

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LED display, LED-backlit LCD, Display advertising, Computer Monitors, Projection Screens, Electronics, Display device, Advertising, Backlight, Light-emitting diode, Google Open SourceOPTIMIZING TENSORFLOWTO SUPERCHARGE AI WORKLOADSlensorRAJAT MONGATENSORFLOW ENGINEERING DIRECTORGOOGLEhernames and brands may be claimed as the pren, Google, Open, Source, OPTIMIZING, TENSORFLOW, TO, SUPERCHARGE, AI, WORKLOADS, lensor, RAJAT, MONGA, TENSORFLOW, ENGINEERING, DIRECTOR, GOOGLE, her, names, and, brands, may, be, claimed, as, the, pren, technology, display device, electronic device, advertising, display advertising, gadget, multimedia, led display, projection screen, electronics, Google Open SourceOPTIMIZING TENSORFLOWTO SUPERCHARGE AI WORKLOADSlensorRAJAT MONGATENSORFLOW ENGINEERING DIRECTORGOOGLEhernames and brands may be claimed as the pren, LED顯示屏,LED背光液晶顯示器,顯示屏廣告,計算機顯示器,投影屏幕,電子產品,顯示設備,廣告,背光源,發光二極管,谷歌開放源碼優化TENSORFLOWTO超級AI AI工作區透視RAJAT MONGATENSORFLOW工程DIRECTORGOOGLE其名稱和品牌可能被稱為pren,谷歌,Open,Source,優化,TENSORFLOW,TO,SUPERCHARGE,AI,WORKLOADS,lensor,RAJAT,MONGA,TENSORFLOW,工程,董事,GOOGLE,她的名字和品牌可能被聲明為,技術,顯示設備,電子設備,廣告,顯示廣告,小工具,多媒體,led顯示屏,投影屏幕,電子產品,谷歌開放源碼優化TENSORFLOWTO超級AI工作團隊透視RAJAT MONGATENSORFLOW工程DIRECTORGOOGLE其他名稱和品牌可能被稱為pren

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人工智慧相關軟體, Intel 現在提供多元的深度學習相關軟體並在 GitHub 進行開源,首先就是 Intel Math Kernel Library ,藉由推出這項軟體工具並且與 Google 的 TensorFlow ,能夠大幅提升 Intel 處理器執行 TensorFlow 的效率,此外也將整合多樣主流框架相容性的 nGRAPH 、分散式深度學習資料庫的 BigDL 等進行開源,另外甫宣布針對邊際裝置的視覺運算的 OpenVINO 也預計在今年底前進行開源。

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Display device, Display advertising, Computer Software, Electronics, Advertising, Gadget, Computer Monitors, HIGH PERFORMANCE AT SCALESCALING OF TIMETOTRAINIntel Omni-Path Architecture, Horovod and TensorFlow0TOTAL MEMORY USED192GB DDR4 PER INTEL 2S XEON 6148 PROCESSOR514.4257.2GB128.66B64.3GB1 Node2 Nodes 4 Nodes 8N1 Node2 Nodes4 Nodes8 NodesINTEL' OMNI PATH ARI HITECTUREOPTIMIZED LIBRARIESMULTISCALE CONVOLUTION NEURAL NETWORKIntel MKL/MKL-DNN,clDNN, DAALFlow057 3 OpMPU 2300, P ton 2.7Sv1.70 HPerformance tests, such as SYSmark and MobileMark, are measured using specific computerHaaa 05:o od 0 12 1 OpHost Fabric Interface, Tes Ratd fhr nerformance only on Inteltests to assist you in Felly evalaating youOther names and brands may be claimed as the property of others148 @ 2.4GHz, Hyper-threading: Enabled. NIC: Inte OmRu xe nhe results to vary. You should consult other information and, HIGH, PERFORMANCE, AT, SCALE, SCALING, OF, TIMETOTRAIN, Intel, Omni-Path, Architecture,, Horovod, and, TensorFlow, TOTAL, MEMORY, USED, 192GB, DDR4, PER, INTEL, 2S, XEON, 6148, PROCESSOR, 514.4, 257.2GB, 128.66B, 64.3GB, Node, Nodes, Nodes, 8N, Node, Nodes, Nodes, Nodes, INTEL, OMNI, PATH, ARI, HITECTURE, OPTIMIZED, LIBRARIES, MULTISCALE, CONVOLUTION, NEURAL, NETWORK, Intel, MKL/MKL-DNN,, clDNN,, DAAL, Flow, 057, Op, MPU, 2300, ton, 2.7S, v1.70, Performance, tests,, such, as, SYSmark, and, MobileMark,, are, measured, using, specific, computer, Haaa, 05, od, 12, Op, Host, Fabric, Interface, Tes, at, fhr, nerformance, only, on, Intel, tests, to, assist, you, in, Felly, evalaating, you, Other, names, and, brands, may, be, claimed, as, the, property, of, others, 148, 2.4GHz, Hyper, threading, Enabled, NIC, Inte, Om, Ru, xe, he, results, to, vary., You, should, consult, other, information, and, technology, display device, electronic device, software, display advertising, multimedia, gadget, advertising, electronics, brand, HIGH PERFORMANCE AT SCALESCALING OF TIMETOTRAINIntel Omni-Path Architecture, Horovod and TensorFlow0TOTAL MEMORY USED192GB DDR4 PER INTEL 2S XEON 6148 PROCESSOR514.4257.2GB128.66B64.3GB1 Node2 Nodes 4 Nodes 8N1 Node2 Nodes4 Nodes8 NodesINTEL' OMNI PATH ARI HITECTUREOPTIMIZED LIBRARIESMULTISCALE CONVOLUTION NEURAL NETWORKIntel MKL/MKL-DNN,clDNN, DAALFlow057 3 OpMPU 2300, P ton 2.7Sv1.70 HPerformance tests, such as SYSmark and MobileMark, are measured using specific computerHaaa 05:o od 0 12 1 OpHost Fabric Interface, Tes Ratd fhr nerformance only on Inteltests to assist you in Felly evalaating youOther names and brands may be claimed as the property of others148 @ 2.4GHz, Hyper-threading: Enabled. NIC: Inte OmRu xe nhe results to vary. You should consult other information and, 顯示設備,顯示廣告,計算機軟件,電子產品,廣告,小工具,計算機顯示器,高性能的TIMETOTRAIN英特爾Omni-Path架構,Horovod和TensorFlow0TOTAL存儲器USED192GB DDR4 PER INTEL 2S XEON 6148 PROCESSOR514.4257.2GB128.66B64.3GB1節點2節點4節點8N1節點2節點4節點8節點INTEL'OMNI PATH ARI HITECTURE OPTIMIZED LIBRARIES MULTISCALE CONVOLUTION神經網絡英特爾MKL / MKL-DNN,clDNN,DAALFlow057 3 OpMPU 2300,P噸2.7Sv1.70 HP性能測試,如SYSmark和MobileMark,使用專用計算機Haaa 05 :o od 0 12 1 OpHost Fabric Interface,Tes Ratd只能在Inteltests上使用,以幫助Felly疏散你其他名稱和品牌可能被認為是其他人的財產1488 @ 2.4GHz,超線程:已啟用。 NIC:Inte OmRu xe結果有所不同。您應該諮詢其他信息,包括高性能,AT,SCALE,SCALING,OF TIMETOTRAIN,Intel,Omni-Path,Architecture,Horovod和TensorFlow,TOTAL,MEMORY,USED,192GB,DDR4,PER,INTEL, 2S,XEON,6148,處理器,514.4,257.2GB,128.66B,64.3GB,節點,節點,節點,8N,節點,節點,節點,節點,INTEL,OMNI,PATH,ARI,HITECTURE,OPTIMIZED,LIBRARIES,MULTISCALE ,CONVOLUTION,NEURAL,NETWORK,Intel,MKL / MKL-DNN ,, clDNN,DAAL,Flow,057,Op,MPU,2300,ton,2.7S,v1.70,性能,測試,,例如SYSmark英特爾,測試,測試,測試,使用,特定,計算機,Haaa,05,od,12,Op,主機,結構,接口,Tes,幫助你,在,Felly,evalaating,你,其他,名稱和品牌,可能,被要求,作為,屬性,其他,148,2.4GHz,Hyper,線程,啟用,NIC,Inte ,Om,Ru,xe,他,結果,變化,你,應該,諮詢,其他,信息和技術,顯示設備,電子設備,軟件,顯示廣告,多媒體,小工具,廣告,電子產品,品牌,在TIMETOTRAIN中的高性能英特爾Omni-Path體系結構,Horovod和TensorFlow0TOTAL存儲器USED192GB DDR4每英特爾2S XEON 6148 PROCESSOR514.4257.2GB128.66B64.3GB1節點2節點4節點8N1節點2節點4節點8節點INTEL'OMNI路徑ARI HITECTURE OPTIMIZED LIBRARIES MULTISCALE CONVOLUTION神經網絡英特爾MKL / MKL-DNN,clDNN,DAALFlow057 3 OpMPU 2300,P噸2.7Sv1.70 HP性能測試,如SYSmark和MobileMark,使用特定的計算機測量Haaa 05:0 0 12 1 OpHost Fabric Interface,Tes Ratd只在Inteltests上有所幫助,以幫助Felly疏散你其他名稱和品牌可能被認為是其他人的財產148 @ 2.4GHz,超線程:已啟用。 NIC:Inte OmRu xe結果有所不同。你應該諮詢其他信息和

至於硬體戰略部分, Intel 強調 Xeon 仍是作為目前世界上多數人工智慧運算的核心部分,同時藉由每一世代的硬體架構、演算法的提升,效能仍持續提升中,同時也藉由支援大量的記憶體,使得深度學習允許更巨量的資料進行處理,畢竟作為深度學習培訓,記憶體的容量影響可處理的資料量。

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當然作為當前深度學習的硬體架構,純 CPU 運算漸漸受到異構運算的挑戰,尤其是 GPU 運算更是市場的主力,不過 Intel 雖認為藉由 GPU 與 CPU 是相當不錯的 AI 架構,但仍有更具效率的做法, Intel 也提供多項解決方案為人工智慧提供更具效率的架構,包括 FPGA 、神經網路加速器以及視覺運算處理器等。

Graphics, Technology, Font, Or62.4506.9mages/SecondsEOGPU 5000FPGA $00STOPSTOP1 D1045,546 images processed308,500 images processed, Or, 62.4, 506.9, mages/Seconds, EOGPU, 5000, FPGA, $00, STOP, STOP, 10, 45,546, images, processed, 308,500, images, processed, world, technology, font, space, graphics, screenshot, Or62.4506.9mages/SecondsEOGPU 5000FPGA $00STOPSTOP1 D1045,546 images processed308,500 images processed, 圖形,技術,字體,Or62.4506.9mages /秒EOGPU 5000FPGA $ 00STOPSTOP1已處理D1045,546圖像處理308,500個圖像,或者62.4,506.9,mages /秒,EOGPU,5000,FPGA,$ 00,STOP,STOP,10,45,546圖像處理308,500圖像處理世界技術字體空間圖形截圖Or62.4506.9mages /

Intel 認為, FPGA 相較 GPU 具備更高的架構彈性,可依照人工智慧的運算項需求,藉可程式化特性調整 FP16 、 FP32 與 FP11 等的算力,較 GPU 甚至可提供達 7 倍的效能,也同時提供更好的能源效率。

LED display, Display advertising, Advertising, Nokia, Graphics, MeeGo, Brand, Design, Display device, A RICH SET OFAIALGORITHMS(intel. SERVICMOVIDIUSinside, RICH, SET, OF, AIALGORITHMS, (intel, SERVIC, MOVIDIUS, inside, blue, technology, display device, display advertising, design, advertising, product, font, brand, electronic device, A RICH SET OFAIALGORITHMS(intel. SERVICMOVIDIUSinside, Intel, LED顯示屏,展示廣告,廣告,諾基亞,圖形,MeeGo,品牌,設計,顯示設備,豐富的集成語言(英特爾服務視頻內部,富,集,OF,AIALGORITHMS,(英特爾,伺服,MOVIDIUS,內部,藍色,技術,顯示設備,顯示廣告,設計,廣告,產品,字體,品牌,電子設備,豐富的集成語言(intel。SERVICMOVIDIUSinside,Intel

LED display, Display advertising, Projection Screens, Advertising, Graphics, Display device, Design, Computer Monitors, Projector, Light-emitting diode, (intel) MovidiusDeploy DNN and Computer Vision at the EdgeNative FP16 and Fixed Point 8 bit support4 TOPS with 1 TOPS of DNN Compute at 1W, (intel, Movidius, Deploy, DNN, and, Computer, Vision, at, the, Edge, Native, FP16, and, Fixed, Point, bit, support, TOPS, with, TOPS, of, DNN, Compute, at, 1W, display device, purple, technology, electronic device, projection screen, display advertising, design, advertising, led display, flat panel display, (intel) MovidiusDeploy DNN and Computer Vision at the EdgeNative FP16 and Fixed Point 8 bit support4 TOPS with 1 TOPS of DNN Compute at 1W, MovidiusDeploy DNN和計算機視覺在EdgeNative FP16和固定點8位支持4 TOPS與1 TOPS(英文)MovidiusDeploy DNN和計算機視覺在EdgeNative FP16和固定點8位支持4 TOPS與1 TOPS DNN Compute at 1W,(英特爾,Movidius,Deploy,DNN,和計算機,視覺,在,邊緣,本地,FP16和固定,點,位,支持,TOPS,與,TOPS,DNN MovidiusDeploy DNN和計算機視覺在EdgeNative FP16和固定點8計算,1W,顯示設備,紫色,技術,電子設備,投影屏幕,顯示廣告,設計,廣告,LED顯示屏,平板顯示器bit支持4 TOPS 1 DNPS計算1W

Display device, Car, Multimedia, Electronics, Gadget, Computer Monitors, STOP, RESET, RECORD, BARS, BEATS, MASTER, 24, SET, INSTRUMENTPHRASE, LENGTH, 2Bar, 4Bar, 8Br, 12Bar, RESPONSE, 84h00, HUMAN, HUBOTH, MUTE, DISKLAVIER, SOLO, GUITAR, HGUITAR, MUTE, GUITAFR, INTERACT, I-, HUBASSMUTE, BASS, BASS, BASS, A1, STATE, GUITAR, AI, STATE, ELLA, LOGP, READY, LISTENING, PLAYING, LOOP, READY, LISTENING, PLAYING, EVOLVE, EVOLVE, technology, display device, electronics, multimedia, car, gadget, electronic device, product, system, media, 顯示設備,汽車,多媒體,電子產品,小工具,計算機顯示器,STOP,RESET,RECORD,BARS,BEATS,MASTER,24,SET,INSTRUMENTPHRASE,LENGTH,2Bar,4Bar,8Br,12Bar,RESPONSE,84h00, MUTE,DISKLAVIER,SOLO,GUITAR,HGUITAR,MUTE,GUITAFR,INTERACT,I-,HUBASSMUTE,BASS,BASS,BASS,A1,STATE,GUITAR,AI,STATE,ELLA,LOGP,READY,LAYENING,PLAYING,LOOP,READY ,聆聽,播放,演進,演進,技術,顯示設備,電子產品,多媒體,汽車,小工具,電子設備,產品,系統,媒體

 

而視覺加速器解決方案 Movidius 則藉由針對視覺運算的硬體加速架構,為邊際運算裝置預先處理影像相關的內容,使其背後作為人工智慧的算力不用花費在這些影像相關的處理上,另外除了視覺加速外,亦能作為音樂的頻譜分析,會場也藉由 Movidius 分析電子琴輸入的音節後,再以電吉他聲互動。

LED-backlit LCD, LED display, Computer Monitors, Display advertising, Multimedia, Projection Screens, Display device, Electronics, Advertising, Backlight, TOPs, Theoretical, Reality, NERVANA, intel, Nervana, LATEST, PROCESS, NODE, AND, INCREASED, COMPUTE, DENSITY, 0., Chip, Lake, Crest, Spring, Crest, (Estimate), mi, Performance, tests,, such, as, SYSmark, and, MobileMark,, are, measured, using, specfic, computer, fully, evaluating, your, workloads, used, in, performance, tests, may, have, been, optimized, for, performance, only, on, ne, ose, factors, may, cause, the, resuas, to, vary.You, should, consult, other, information, and, performance, bests, to, assist, you, in, systems,, components,, software,, opera, contemplated, purchases,, including, the, performance, of, that, product, whien, combined, with, othes, products, For, more, complete, intoemation, visit, Chip, GEMM, based, on, een, ench, rannadata, for, AS, 124, 9124., 9124, 25, natitie, GEMM, perati, ns, perfor, ingpep, pech, ng, Pion, Source:, Lake, Crest-Based, on, Intel, systems, components,, sofware, operatinyt, Software, and, tions, and, functions., Any, change, to, any, of, th, on, zn43, TO, ts, on, limited, distribution, SDV, on, Intel, blue, technology, display device, electronic device, display advertising, multimedia, projection screen, gadget, electronics, design, се, се, се, LED背光液晶顯示屏LED顯示屏電腦顯示器顯示屏廣告多媒體投影幕顯示設備電子廣告背光TOPs理論實際NERVANA英特爾Nervana最新過程節點增加, COMPUTE,DENSITY,0.,Chip,Lake,Crest,Spring,Crest,(估計),mi,性能,測試,例如SYSmark和MobileMark等都是使用specfic計算機完全測量的,評估您的工作負載,使用情況,性能,測試情況,可能,優化情況,性能情況,唯一性,可能性,可能性,原因,結果等因素。 ,系統,組件,軟件,歌劇,預期,購買,包括,產品的性能,應該,諮詢,其他,信息和,性能,最佳,協助您,ASI,124,9124.,9124,25,natitie,,,,,,,,,,,,,,,,,,,,,,, GEMM,perati,ns,perfor,ingpep,pech, ng,Pion,來源:,Lake,Crest-Based,on,Intel,系統,組件,軟件,操作系統,軟件和tions以及函數,任何,更改,任何, ,zn43,TO,ts,on,有限,分銷,SDV,on,英特爾,藍色,技術,顯示設備,電子設備,顯示廣告,多媒體,投影屏幕,小工具,電子產品,設計

Display device, Product design, Design, Product, Space, Design M, Computer Monitors, technology, display device, design, product, space, table, 顯示設備,產品設計,設計,產品,空間,設計M,電腦顯示器,技術,顯示設備,設計,產品,空間,桌子

LED-backlit LCD, Intel, Computer Monitors, Projection Screens, Multimedia, Electronics, Display advertising, Advertising, Backlight, Sandy Bridge, inte)NEURAL NETWORK PROCESSORS(inte Nervana, inte), NEURAL, NETWORK, PROCESSORS, (inte, Nervana, technology, gadget, display device, electronic device, electronics, multimedia, design, product, display advertising, projection screen, inte)NEURAL NETWORK PROCESSORS(inte Nervana, 英特爾,計算機顯示器,投影屏幕,多媒體,電子產品,顯示廣告,廣告,背光,桑迪橋,inte)神經網絡處理器(inte Nervana,inte),NEURAL,NETWORK,PROCESSORS,(inte,Nervana,技術,小工具,顯示設備,電子設備,電子產品,多媒體,設計,產品,展示廣告,投影屏幕,互聯網)神經網絡處理器(inte Nervana

至於 Nervana 則是 Intel 針對類神經網路所打造的類神經網路處理器,意義上與 Google 的 NPU 類似,具備達 2.4TB/s 的相互溝通通道,能連接多個 Nervana 並提供更高效能;而 Intel 強調 2019 年將推出商用版的第二世代 Nervana " NNP L-1000 ",效能將較現行第一世代提升 3-4 倍。

Display device, Public Relations, Communication, Television show, Television, Energy, Stage M, Public, Gadget, Computer Monitors, technology, electronic device, television program, stage, communication, display device, gadget, convention, public relations, fun, 顯示設備,公共關係,通信,電視節目,電視,能源,舞台M,公共,小工具,計算機顯示器,技術,電子設備,電視節目,舞台,通信,顯示設備,小工具,會議,公共關係,娛樂

最後提到 Intel 的夥伴關係,除了與資料中心、人工智慧框架供應商維持良好的關係外,同時也與包括 CG 產業、運動賽事等進行合作,藉由人工智慧帶來如更快速的 CG 影像特效建構,或是在如北美法拉力挑戰賽帶來更好的賽事轉播,同時除了先前贊助平昌奧運外, Intel 也將在繼續贊助 2020 冬季奧運,藉此展現如 5G 技術、人工智慧分析與轉播等技術。

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