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href="/info/industry/special/network">網(wǎng)絡(luò )與存儲</a> > <a href="/info/articlelist/special/network/type/2">新品快遞</a> > 當我們談?wù)揇PU時(shí)，我們在談?wù)撌裁?/p> </div> </div> </div>    <div class="znhmgot" id="container"> <section> <article> <h1>當我們談?wù)揇PU時(shí)，我們在談?wù)撌裁?/h1> <div id="3k333v3" class="authorTimeSource"> <span>作者：</span> <span>時(shí)間：2024-06-25</span> <span>來(lái)源：EEPW</span> <link rel="stylesheet" type="text/css"/> <span style="float:right; width:130px;margin-right:0px; text-align:right;"> <div id="3ozb83v" class="nav0"> <ul> <li><a href="javascript:void(0);"><img src="http://dyxdggzs.com/event/action/images/icon_add_4.png" width="20" border="0" align="absmiddle" />加入技術(shù)交流群</a> <ul> <li style="text-align:center;"><img src="http://dyxdggzs.com/event/company/images/code_1.jpg" width="130"><br />掃碼加入<br />和技術(shù)大咖面對面交流<br />海量資料庫查詢(xún)</li> </ul> </li> </ul> </div> </span> <span style="float:right; width:30px;margin-right:0px; text-align:right;"><a rel="nofollow">收藏</a></span> </div> <div id="ixf3vgm" class="hAd4">  </div> <div id="e34q8tp" class="hAd4_Afinal20a_back">  <iframe id='a890e388' name='a890e388' src='https://ad.eepw.com.cn/www/delivery/afr.php?zoneid=88&cb=INSERT_RANDOM_NUMBER_HERE' frameborder='0' scrolling='no' width='680' height='60'><a target='_blank'><img src='https://ad.eepw.com.cn/www/delivery/avw.php?zoneid=88&cb=INSERT_RANDOM_NUMBER_HERE&n=a635e61e' border='0' alt='' /></a></iframe> </div> <div style="margin-top:28px;"></div> <div id="q8knq9w" class="content" id="contentDiv" style="position:relative;"> <div id="pvvaelo" class="ad_300x180">  </div> <div id="hnygjaf" class="ad_300x180_Afinal13_back">  <iframe id='a225770a' name='a225770a' src='https://ad.eepw.com.cn/www/delivery/afr.php?zoneid=87&cb=INSERT_RANDOM_NUMBER_HERE' frameborder='0' scrolling='no' width='300' height='200'><a target='_blank'><img src='https://ad.eepw.com.cn/www/delivery/avw.php?zoneid=87&cb=INSERT_RANDOM_NUMBER_HERE&n=a576c0a2' border='0' alt='' /></a></iframe> </div> <span id="contentlabels" style="font-size:14px;"><p style="text-align: left; text-indent: 2em;"><span style="text-indent: 28px;">2024年6月19日，重新定義<a class="contentlabel" href="http://dyxdggzs.com/news/listbylabel/label/DPU"><em>DPU</em></a>——<a class="contentlabel" href="http://dyxdggzs.com/news/listbylabel/label/中科馭數"><em>中科馭數</em></a>2024產(chǎn)品發(fā)布會(huì )順利舉辦，這對<a class="contentlabel" href="http://dyxdggzs.com/news/listbylabel/label/中科馭數"><em>中科馭數</em></a>來(lái)說(shuō)是個(gè)大日子。故事還要從6年前說(shuō)起，據<a class="contentlabel" href="http://dyxdggzs.com/news/listbylabel/label/中科馭數"><em>中科馭數</em></a>CEO鄢貴海分享，“從創(chuàng )立之處中科馭數團隊就帶著(zhù)對科技創(chuàng )新無(wú)比堅定的信念、對發(fā)展自主可控核心技術(shù)的不懈追求，對變幻莫測的市場(chǎng)的深深敬畏，和對未來(lái)智能計算技術(shù)趨勢的研判，從實(shí)驗室勇敢地邁出了科技創(chuàng )業(yè)的穩健步伐。不僅要把<a class="contentlabel" href="http://dyxdggzs.com/news/listbylabel/label/DPU"><em>DPU</em></a>做成一個(gè)產(chǎn)品，更要把“馭數”做成一個(gè)品牌，做成一個(gè)在數字時(shí)代助力數字中國的品牌，成為這個(gè)時(shí)代趁勢而上的企業(yè)?！?。</span></p>本文引用地址：<a href="http://dyxdggzs.com/article/202406/460320.htm">http://dyxdggzs.com/article/202406/460320.htm</a><p style="text-align:center"><span style="text-indent: 28px;"><img src="http://editerupload.eepw.com.cn/202406/1719300527641869.jpg" title="1719300527641869.jpg" alt="1719300527641869.jpg" width="500" height="333"/></span></p><p style="text-align:center;text-indent:28px"><br/></p><p style="text-indent:28px">在復雜大型芯片每代產(chǎn)品普遍3～5年的研發(fā)周期中，中科馭數用6年的時(shí)間，完成了三代芯片的迭代，平均每代芯片迭代僅有不到2年的時(shí)間。同時(shí)在成本控制上，也遠小于行業(yè)的平均值。其秘訣——就是全棧技術(shù)自主研發(fā)，重硅前驗證，快速迭代。用理論來(lái)指導實(shí)踐，而非盲目地訴諸于通過(guò)工程試錯來(lái)優(yōu)化設計。</p><p><strong>何為“重新定義<a class="contentlabel" href="http://dyxdggzs.com/news/listbylabel/label/DPU"><em>DPU</em></a>”</strong></p><p style="text-indent:28px">DPU是當下算力基礎設施的核心創(chuàng )新之一，被寄予了數據中心三大支柱芯片之一的定位，戴上了“PU”的王冠。好比數據網(wǎng)絡(luò )的——高鐵時(shí)代，已經(jīng)不僅僅是連通城市問(wèn)題，而是徹底重構了地理位置的邏輯距離。</p><p style="text-align:center"><img src="http://editerupload.eepw.com.cn/202406/1719300550550932.png" title="1719300550550932.png" alt="1719300550550932.png" width="500" height="333"/></p><p style="text-indent:28px">如果把CPU比做大腦、那么GPU就好比是肌肉、而DPU就是神經(jīng)中樞。CPU承載了應用生態(tài)，決定了計算系統是否可以通用；GPU提供了高密度各類(lèi)精度的算力，決定了系統是否有足夠的“力量”；DPU負責數據在各種CPU和GPU之間高效流通，決定了系統是否能協(xié)同工作。</p><p style="text-indent:28px">關(guān)于DPU的重新定義，鄢貴海表示可以從兩個(gè)維度來(lái)深入理解。首先，DPU已超越單純的芯片范疇，它涵蓋了更廣泛的架構和軟件生態(tài)。同時(shí)我們也強調了軟件護城的概念，這意味著(zhù)基礎軟件和平臺在云端的深度集成與應用是DPU技術(shù)落地的關(guān)鍵。因此，要真正發(fā)揮DPU的潛力，需要在架構、軟件以及應用這三個(gè)層次上共同發(fā)力。</p><p style="text-indent:28px">第二個(gè)維度涉及DPU的目標應用。傳統的DPU理解往往局限于卸載CPU上的某些任務(wù)，但這種觀(guān)念已經(jīng)過(guò)時(shí)且具有誤導性。如今的DPU應用遠不止于此，它處理的任務(wù)類(lèi)型更為廣泛和復雜。例如，在處理安全業(yè)務(wù)或構建分布式安全機制時(shí)，DPU能夠輕松應對CPU難以有效處理的負載。DPU已成為算網(wǎng)融合的關(guān)鍵組件，特別是在網(wǎng)絡(luò )中進(jìn)行計算的任務(wù)，這是CPU無(wú)法替代的。</p><p style="text-indent:28px">綜上所述，DPU的定義需要分層次理解，不能僅局限于芯片本身。同時(shí)，也應該摒棄狹義的DPU功能認知，而是將其置于更廣泛的分布式和集群性系統背景下考慮。這樣才能更準確地把握DPU在計算機系統中所承載的負載類(lèi)型，從而更好地利用這一關(guān)鍵組件提升系統的整體性能。</p><p><strong>不同技術(shù)路線(xiàn)的DPU</strong></p><p> 全球DPU芯片市場(chǎng)正在經(jīng)歷一場(chǎng)由多家科技巨頭引領(lǐng)的變革。NVIDIA之外，Intel在2015年收購Altera后，于2021年6月推出了IPU類(lèi)DPU產(chǎn)品，而Marvell自2018年起通過(guò)收購Cavium、Avera Semiconductor和Innovium等公司增強實(shí)力。Xilinx在2019年收購S(chǎng)olarflare后，于2020年發(fā)布Alveo系列加速卡，隨后于2022年被AMD收購，進(jìn)一步擴大了AMD在DPU領(lǐng)域的布局，完成了從CPU、GPU、FPGA到DPU的全云端覆蓋。</p><p style="text-indent:28px">國內市場(chǎng)上，除了阿里巴巴、華為和騰訊等領(lǐng)軍企業(yè)外，新興廠(chǎng)商如中科馭數、云豹智能、云脈芯聯(lián)等也紛紛崛起。</p><p style="text-indent:28px">在技術(shù)層面，DPU的不同技術(shù)路徑各有優(yōu)劣。ASIC以其高性能、低功耗和低成本著(zhù)稱(chēng)，但可編程性較低；FPGA提供了高靈活性和可編程性，但成本高昂、功耗較大；而基于SoC的技術(shù)路線(xiàn)，如NVIDIA的Blue Field DPU，以其可編程性和高靈活性成為DPU發(fā)展的主流方向，為更復雜、更廣泛的應用場(chǎng)景提供了更優(yōu)的實(shí)施選項。</p><p style="text-indent:28px">中科馭數CTO盧文巖指出，FPGA在過(guò)去兩年中因其開(kāi)發(fā)效率而受到廣泛青睞，但其局限性也愈發(fā)明顯：功耗偏高、頻率難以大幅提升，且資源受限。因此，FPGA更適合作為DPU產(chǎn)品早期驗證階段的產(chǎn)品路線(xiàn)。</p><p style="text-indent:28px">中科馭數所走的技術(shù)路線(xiàn)與AMD相近，強調可編程處理核心與輕量級控制的結合，這種技術(shù)策略近期表現出強勁的生命力。業(yè)界普遍認可的重數據通路加輕量級控制的趨勢，正是中科馭數與AMD所采納的發(fā)展方向，并經(jīng)過(guò)數年探索，這一路線(xiàn)已得到業(yè)界的廣泛認同。</p><p><strong>打造獨立自主的DPU生態(tài)</strong></p><p style="text-indent:28px">國內首顆量產(chǎn)全功能DPU芯片K2-Pro，由中科馭數研發(fā)，是專(zhuān)為突破大規模數據中心性能瓶頸而設計的高效數據處理芯片。它采用自主研發(fā)的KPU架構，集成了網(wǎng)絡(luò )、存儲、安全及計算等多功能，實(shí)現包處理速率翻倍至80Mpps，并支持高達200G的網(wǎng)絡(luò )帶寬。</p><p style="text-indent:28px">K2-Pro憑借高度可編程性，為數據中心提供了靈活擴展性，并在處理復雜任務(wù)時(shí)能耗降低30%。作為純國產(chǎn)高性能解決方案，K2-Pro適用于云計算、智能計算及高性能計算等領(lǐng)域。其背后的KPU架構基于“軟件定義硬件”技術(shù)，通過(guò)定制化的功能核實(shí)現高效處理，而KISA指令集則是業(yè)界首個(gè)面向DPU的專(zhuān)用指令系統，支持敏捷異構。</p><p style="text-indent:28px"><br/></p><p style="text-align:center;text-indent:28px"><img src="http://editerupload.eepw.com.cn/202406/1719300588368187.jpg" title="1719300588368187.jpg" alt="1719300588368187.jpg" width="500" height="333"/> </p><p style="text-indent:28px">在專(zhuān)用計算領(lǐng)域，DPU作為一種復雜的算力芯片，其編程范式的多樣性和不統一性，很難滿(mǎn)足上層應用敏捷迭代的需求。KISA（Kernel-based Instruction Set Architecture）是中科馭數面向DPU強IO、強數據、弱控制、敏捷異構的需求而推出的強擴展指令集，是業(yè)界首個(gè)面向DPU領(lǐng)域的專(zhuān)用指令集。不同于傳統的CPU指令集，KISA面向數據而非控制，高計算密度型而非低計算密度型，以數據流為基本操作單元，而非字節。更重要的是，KISA首次在指令集層次支持敏捷異構，用一套統一的指令實(shí)現了多種異構處理核進(jìn)行管理調度。</p><p style="text-indent:28px">目前，KISA指令集涵蓋了KISA基礎架構、以及面向DPU專(zhuān)用處理擴展指令，包含包解析、轉發(fā)指令、以及表查詢(xún)指令等?；贙ISA已經(jīng)覆蓋25大類(lèi)應用場(chǎng)景，累計數百個(gè)用例，得到非常充分驗證。</p><p style="text-align:center"><img src="http://editerupload.eepw.com.cn/202406/1719300630974763.jpg" title="1719300630974763.jpg" alt="1719300630974763.jpg" width="500" height="333"/></p><p style="text-indent:28px">此外，中科馭數還推出了DPU敏捷異構軟件開(kāi)發(fā)平臺HADOS 3.0，該平臺集成了DPU核心軟件能力，并提供了豐富的API和模塊，已廣泛應用于金融、電信等行業(yè)，展現出與業(yè)界巨頭競爭的實(shí)力。K2-Pro芯片的成功研發(fā)，使得中科馭數能夠推出思威、福來(lái)、功夫三大產(chǎn)品系列，精準滿(mǎn)足各類(lèi)業(yè)務(wù)場(chǎng)景需求。</p><p><strong>潛力無(wú)限的DPU市場(chǎng)</strong></p><p style="text-indent:28px">隨著(zhù)信息技術(shù)的持續發(fā)展，數據中心網(wǎng)絡(luò )帶寬從100G邁入400G，甚至將提升至800G或1.6T。然而，作為提供算力的物理載體，受限于通用CPU的結構的馮諾依曼瓶頸、摩爾定律逐漸失效等因素的影響，以CPU為網(wǎng)絡(luò )核心的數據處理能力難以支持大規模新型數據中心的網(wǎng)絡(luò )和數據的算力需求。</p><p style="text-indent:28px">由此，DPU已經(jīng)成為繼CPU、GPU之后未來(lái)數據中心的第三顆主力芯片。DPU提供的高吞吐、低時(shí)延、基礎設施卸載能力，幫助數據中心完美的規避了“信息孤島”問(wèn)題。未來(lái)的技術(shù)發(fā)展趨勢將會(huì )是高度集成化的片上數據中心的模式（Data Center Infrastructure on a chip），即一個(gè)GPU、CPU、DPU共存的時(shí)代。</p><p style="text-indent:28px">全球范圍內，英偉達、英特爾、AMD、微軟等業(yè)界巨頭紛紛在DPU領(lǐng)域展開(kāi)積極布局。特別是英偉達，憑借其GPU與DPU的強強聯(lián)合，推出了針對高性能計算的先進(jìn)算力方案，并在每年的GTC大會(huì )上持續展現其創(chuàng )新實(shí)力。而在國內，中科馭數更是脫穎而出，率先完成了三代DPU芯片的研發(fā)迭代，并成功實(shí)現規?；逃?，展現了國內DPU產(chǎn)業(yè)的強勁實(shí)力。</p><p style="text-indent:28px">從國際市場(chǎng)上來(lái)看，2020年，全球DPU市場(chǎng)空間為30.5億美元，截至2021年達到50.7億美元，預計至2025年，市場(chǎng)空間將有望達到245.3億美元，五年復合增速為51.73%。</p><p style="text-align:center"><img src="http://editerupload.eepw.com.cn/202406/1719300646621123.png" title="1719300646621123.png" alt="1719300646621123.png" width="500" height="315"/></p><p style="text-indent:28px">近年來(lái)，受新基建、數字化轉型及數字中國等國家政策推動(dòng)，以及企業(yè)降本增效的迫切需求，我國數據中心業(yè)務(wù)收入呈現出持續高速增長(cháng)的態(tài)勢。據權威統計，2021年我國數據中心行業(yè)市場(chǎng)收入已高達1500.2億元，同比增長(cháng)率高達28.5%。隨著(zhù)各地區、各行業(yè)數字化轉型的深入，預計數據中心市場(chǎng)收入將持續保持增長(cháng)。</p><p style="text-indent:28px">根據2023年《中國數據中心產(chǎn)業(yè)發(fā)展白皮書(shū)》，預計至 2025 年“十四五”規劃期末，擬實(shí)現數據中心機架規模增長(cháng)至 1400 萬(wàn)架，規?？偭糠瓋杀?，總增量投資約7000 億元。</p><p style="text-indent:28px">按服務(wù)器規模預計，未來(lái)幾年云與數據中心領(lǐng)域每年國內服務(wù)器出貨量將維持在500萬(wàn)臺左右，其中DPU滲透率在10%左右，單臺服務(wù)器可以配置一塊到多塊DPU板卡，預計每年DPU需求量將在100萬(wàn)片左右。</p><p style="text-indent:28px">云計算行業(yè)也呈現出強勁的增長(cháng)勢頭。隨著(zhù)數據中心帶寬的不斷迭代（平均每2-3年一次），DPU（數據處理單元）在支持用戶(hù)數據中心帶寬升級和靈活部署新功能方面發(fā)揮著(zhù)重要作用。2017-2019年，我國云計算行業(yè)規模增速均保持在30%以上，2021年市場(chǎng)規模更是達到了3102億元。亞馬遜、阿里云、華為等云計算巨頭紛紛發(fā)展符合自身需求的DPU產(chǎn)品線(xiàn)，以應對市場(chǎng)的高速增長(cháng)。</p><p style="text-indent:28px">在自動(dòng)駕駛領(lǐng)域，DPU的部署將顯著(zhù)提升車(chē)載終端的處理能力和傳輸速率，降低時(shí)延，確保車(chē)輛在高速移動(dòng)場(chǎng)景下維持穩定的數據交換。未來(lái)，智能駕駛的每個(gè)車(chē)機節點(diǎn)都可以視為一個(gè)小型數據中心，產(chǎn)生大量的數據處理、轉發(fā)、交換和存儲需求。預計每輛智能駕駛汽車(chē)都將配備DPU以降低無(wú)線(xiàn)側傳輸時(shí)延。例如，NVIDIA的智能駕駛平臺Atlan就集成了DPU芯片，并計劃于2025年應用于車(chē)機之上。隨著(zhù)L3及以上級別自動(dòng)駕駛汽車(chē)的逐步落地，DPU在車(chē)載領(lǐng)域的應用前景廣闊。</p><p> 綜上所述，DPU技術(shù)作為數據中心繼CPU、GPU之后的第三顆主力芯片，其未來(lái)的發(fā)展勢頭強勁且前景廣闊。隨著(zhù)數字化轉型的深入推進(jìn)和AI技術(shù)的飛速發(fā)展，數據處理和計算需求呈現爆炸式增長(cháng)，DPU以其高效的數據處理能力和低延遲特性，正逐步成為算力基礎設施中的關(guān)鍵組成部分。</p><p style="text-indent: 28px;">我們期待在中科馭數作為國產(chǎn)DPU廠(chǎng)商能夠帶領(lǐng)行業(yè)扎實(shí)走好創(chuàng 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