Usebenzisa ii-hardware accelerators ukunceda ikhompyutha yakho isebenze ngokukhawuleza. Ukukhawuleziswa kwehardware kuthetha ukuba ii-chips ezikhethekileyo zenza imisebenzi ecothisa i-CPU eqhelekileyo. Iinkampani ezininzi ngoku zisebenzisa i-hardware acceleration kumsebenzi we-AI kunye ne-cloud. Ungabona ukuba ixhaphake kangakanani:
INkcazelo yeNkcazo | Ipesenteji |
|---|---|
Amashishini asebenzisa ii-accelerators ze-AI kunye nelifu | 68% |
Imibutho esebenzisa ukukhawuleziswa kwezixhobo kwiimodeli ze-AI | 64% |
Amashishini agcina imali emva kokusebenzisa ii-accelerators | 56% |
Ukukhawuleziswa kwezixhobo zokwenza iikhompyutha zisebenze ngcono ngeendlela ezininzi. Umzekelo, ii-RSA computations zinokwenza amawakawaka ngomzuzwana ngokukhawuleziswa kwezixhobo. Isoftware yodwa yenza amashumi kuphela ngomzuzwana. Oku kubonisa isizathu sokuba i-accelerated computing ibalulekile kumsebenzi wanamhlanje.
isicelo | Ukusebenza ngokuKhawulezisa iHardware | Ukusebenza ngeSoftware |
|---|---|---|
Iikhompyutha zeRSA | Amawaka ngomzuzwana ngamnye | Amashumi ngomzuzwana ngamnye |
Ukucutshungulwa kweVidiyo (4K UHD) | Isebenza ngcono kakhulu | Iphinda kabini umthwalo womsebenzi weCPU |
Ufumana iziphumo ezingcono xa usebenzisa ii-hardware accelerators.
IItrakthi ezibalulekileyo
Izikhawulezisi zehardware, ezifana neeGPU kunye neeASIC, zinceda iikhompyutha zisebenze ngokukhawuleza. Zenza imisebenzi enzima enokucothisa isantya seCPU.
Ukusebenzisa ukukhawulezisa izixhobo zekhompyutha kunokonga amandla kunye nemali. Kunceda ikhompyutha yakho isebenze ngcono kwaye ingatshisi kakhulu.
Ukucubungula ngaxeshanye ngee-accelerator zehardware kukuvumela ukuba wenze imisebenzi emininzi ngaxeshanye. Oku kwenza imisebenzi ye-AI kunye nedatha isebenze ngakumbi.
Ukukhetha i-hardware accelerator efanelekileyo kwiimfuno zakho kunokwenza izinto zikhawuleze kakhulu. Oku kubalulekile kwimidlalo, kwimidiya, nakwimfundo yoomatshini.
Jonga kwaye uhlaziye inkqubo yakho rhoqo. Oku kunceda ii-hardware accelerators zisebenze kakuhle kwaye zigcine ikhompyutha yakho isebenza kakuhle.
Izikhawulezisi zeHardware kunye nokuKhawulezisa
Yintoni iHardware Accelerator
Ufumana ii-accelerator zehardware kwiikhompyutha ezininzi ezintsha. Ezi ziitships ezikhethekileyo ezenza eminye imisebenzi ngokukhawuleza kakhulu kune-CPU. Usebenzisa i-hardware acceleration xa ufuna ikhompyutha yakho igqibe umsebenzi ngokukhawuleza kwaye wonge amandla. Ii-hardware accelerator ziquka i-gpus, i-asics, kunye ne-fpgas. Nganye inceda kwiintlobo ezahlukeneyo zekhompyutha. Umzekelo, iyunithi yokucubungula imizobo inceda ngevidiyo kunye nemifanekiso. Ii-Asics zenzelwe imisebenzi ekhethekileyo efana nomsebenzi wedatha ye-AI.
Ukukhawuleziswa kwehardware kuthetha ukuba ususa imisebenzi enzima kwiCPU. Uvumela ii-accelerators ukuba zenze le misebenzi endaweni yoko. Oku kwenza ikhompyutha yakho ikhawuleze kwaye isebenze ngakumbi. Usebenzisa ukukhawuleziswa kwehardware kwikhompyutha esebenza kakhulu, i-AI, kunye nokufunda koomatshini. Ukubona kwakhona kwimidiya, imidlalo, kunye nothungelwano.
Injongo kunye neNkqubo
Usebenzisa ukukhawulezisa izixhobo zekhompyutha ukwenza iikhompyutha zikhawuleze kwaye zibe ngcono. Injongo ephambili kukunika ii-accelerator imisebenzi enzima, hayi i-CPU. Oku kuvumela ikhompyutha yakho ukuba igqibe umsebenzi omninzi ngexesha elincinci. Ufumana iziphumo ezingcono zomsebenzi we-ai, ml, kunye nedatha. I-accelerated computing isebenzisa ii-accelerator zezixhobo zekhompyutha ukukhawulezisa izinto ezifana nokuqondwa kwemifanekiso kunye nokuhlela ividiyo.
Icebiso: Ukukhawuleziswa kwezixhobo kunokukunceda wonge amandla kunye nemali. Iitships ezikhethekileyo ezifana nee-ai accelerators zisebenzisa amandla amancinci kune-gpus eqhelekileyo. Zisusa iindawo ezongezelelweyo kwaye zenza imisebenzi ye-ai kuphela. Oku kuzenza zibe ngcono kubukrelekrele bokwenziwa kunye nokufunda koomatshini.
Kukho umahluko omkhulu phakathi kokukhawuleziswa kwehardware kunye nokwenza ngcono isoftware. Ukulungiswa kwesoftware kwenza ikhowudi ibe ngcono ukuze isebenze ngokukhawuleza. Awudingi ihardware entsha koku. Ukukhawuleziswa kwehardware kusebenzisa iitships ezikhethekileyo ukwenza imisebenzi ngokukhawuleza. Oku kunokubiza kakhulu kwaye kube nzima ukukuseta, kodwa ufumana isantya esingcono kakhulu.
Ulwakhiwo Lokucwangcisa Ngokuhambelanayo
Izikhawulezisi zehardware zisebenzisa i-parallel processing ukwenza imisebenzi emininzi ngaxeshanye. I-Gpus inamawaka ee-cores ezilula ezisebenzisanayo. Ezi-cores zigqiba imisebenzi emikhulu ngokukhawuleza. Usebenzisa i-parallel computing ukuphatha idatha eninzi, njengakwi-ai kunye ne-ml.
I-Gpus isebenzisa imodeli yomyalelo omnye/imisonto emininzi. Imisonto emininzi isebenzisa imiyalelo efanayo kwidatha eyahlukileyo ngexesha elinye. I-NVIDIA gpus inee-streaming multiprocessors ezilawula ii-cores ezininzi. I-multiprocessor nganye ixelela imisonto ukuba mayisebenze nini kunye. Oku kunceda kwizinto ezifana nokuhlela imifanekiso kunye nomsebenzi wedatha ye-ai.
I-Accelerator ye-Hardware | Ukusetyenziswa | Ukuhamba |
|---|---|---|
GPU | phezulu | low |
IiNPU | Uphakeme | low |
FPGA | phezulu | low |
Ii-ASIC | phezulu | low |
Ufumana i-throughput ephezulu kunye ne-latency ephantsi ngokukhawuleziswa kwehardware. I-Gpus kunye ne-fpgas zicwangcisa idatha ngokukhawuleza kunee-CPU. Ii-NPU zilungele i-ai kunye nokufunda nzulu. Ii-FPGA zinokutshintsha iisekethe zazo zemisebenzi ekhethekileyo, ngoko ke zilungile kumsebenzi we-low latency.
Indlela i-Hardware Accelerator esebenza ngayo
Usebenzisa ii-accelerator zehardware ngokulandela amanyathelo. Okokuqala, ufumanisa ukuba yeyiphi imisebenzi efuna ukukhawuleziswa, njengomsebenzi womfanekiso okanye iinethiwekhi ze-neural. Okulandelayo, usebenzisa i-hardware ene-cores ezininzi ukwenza umsebenzi. Usebenzisa i-parallelism kwizinto ezifana ne-ai kunye ne-ml.
Nantsi indlela esebenza ngayo i-hardware acceleration kwinkqubo:
Ukhetha imisebenzi efuna ukukhawuleziswa, njengezibalo ze-matrix kwi-ai.
Uthumela idatha ukusuka kwimemori yeCPU ukuya kwimemori ekhawulezisayo usebenzisa iibhasi ezifana nePCIe.
I-accelerator, njenge-gpu, yenza umsebenzi ngamawakawaka ee-cores.
I-accelerator isebenzisa imemori yayo ngelixa isebenzisa imiyalelo.
I-CPU ilawula idatha kwaye ixelela i-accelerator into emayenze.
Ubona i-gpu icwangcisa kwiinkqubo ezininzi. I-gpu yenza umsebenzi onzima ngelixa i-CPU ilawula idatha. Ufumana iziphumo ezikhawulezayo ze-ai, i-machine learning, kunye nomsebenzi wemidiya.
Izikhawulezisi zehardware zisebenza ngememori yenkqubo kunye ne-I/O ngamanyathelo amabini. Okokuqala, uhambisa idatha phakathi kweCPU kunye nememori ye-accelerator. Emva koko, i-accelerator isebenzisa imemori yayo ngelixa isebenza. Oku kukunceda ukuphatha idatha enkulu kunye neemodeli ezinzima.
Usebenzisa ukukhawuleziswa kwehadiwe kwi-hpc, i-ai, kunye nekhompyutha ehambelanayo. Ufumana isantya esingcono, usebenzisa amandla amancinci, kwaye ugqibe umsebenzi ngokukhawuleza. Ukucwangciswa kwe-gpu okukhawulezileyo kwihadiwe kwenza inkqubo yakho ibe ngcono kwidatha kunye ne-ai.
Iintlobo zee-Hardware Accelerators
GPU
Usebenzisa ii-GPU ukwenza iikhompyutha zikhawuleze ngeendlela ezininzi. Iyunithi yokucubungula imizobo inceda ngemisebenzi yedatha enzima. Ubona ii-GPU kwikhompyutha esebenza kakhulu, i-AI, kunye nokufunda koomatshini. Ii-GPU zinee-cores ezininzi ezisebenzisanayo. Oku kukuvumela ukuba uphathe iiseti zedatha enkulu ngokukhawuleza. Usebenzisa ii-GPU kwisayensi, ukuhlela iividiyo, kunye nomsebenzi welifu. Ii-GPU zikwanceda ngedatha ye-AI kunye nokumbiwa kwe-blockchain. Ufumana isantya esingcono kwaye usebenzisa amandla amancinci ngokucwangciswa kwe-GPU okukhawulezileyo kwi-hardware.
Qaphela: Ii-GPU zinokusebenzisa amawaka emisonto ngaxeshanye. Oku kuzenza zibe luncedo kwimisebenzi ye-AI kunye ne-ML.
Nantsi itheyibhile ebonisa indlela uyilo lwe-GPU kunye ne-CPU olwahluke ngayo:
uphawu | I-CPU Architecture | I-GPU Architecture |
|---|---|---|
Uyilo olungundoqo | Yenzelwe ukwenza into emva kwenye | Yenzelwe ukwenza izinto ezininzi ngaxeshanye |
Inani leeCores | Inee-cores ezimbalwa kwimisebenzi eyedwa | Inee-cores ezininzi zemisebenzi emininzi kunye |
Ugqaliselo lweNtsebenzo | Uzama ukugqiba imisebenzi ngokukhawuleza | Uzama ukwenza imisebenzi emininzi ngaxeshanye |
Inkxaso yeMisonto | Ndingaqhuba imisonto embalwa kuphela | Ingasebenzisa imisonto eyi-1024 kwibhloko nganye |
Ii-ASIC
Usebenzisa ii-ASIC xa ufuna isantya esifanelekileyo somsebenzi omnye. Ii-ASIC ziitships ezikhethekileyo ezenzelwe izinto ezifana ne-AI kunye neengqekembe zemigodi. Ufumana umsebenzi okhawulezayo kwaye usebenzisa amandla amancinci ngee-ASIC. Ezi chips zilungele i-AI kunye nedatha enkulu kwiinkqubo ezinkulu. Ii-ASIC zingonga ukuya kuthi ga kwi-70% yeendleko xa kuthelekiswa nee-GPU ze-AI.
Izinto eziluncedo kwii-ASICs | Imida ye-ASICs |
|---|---|
Yenzelwe umsebenzi omnye, ngoko ke zisebenza kakuhle kakhulu | Ayiguquguquki njengeenkqubo eziqhelekileyo |
Ingakhawuleza kakhulu kwimisebenzi ekhethekileyo | Isenokungaphumeleli ukuba itshiphu eyenziwe ngokwezifiso ineengxaki |
Bangenza imali eninzi ukuba basebenza kakuhle | Akulula ukuba iinkampani ezincinci zisebenzise |
FPGA
Usebenzisa ii-FPGA xa ufuna iitships ungazitshintsha. Ii-FPGA zikuvumela ukuba usete iisekethe zazo zemisebenzi emitsha. Ubona ii-FPGA kwiifowuni, umsebenzi wesignali, kunye ne-HPC. Ezi chips zinokwenza imisebenzi emininzi ngaxeshanye kwaye zonge amandla. Ii-FPGA zikunika umsebenzi okhawulezayo nozinzileyo onamaxesha okulinda aphantsi. Ungazitshintsha ii-FPGA kwimisebenzi ye-AI, ML, kunye nedatha.
Ii-FPGA zinokumiselwa imisebenzi ekhethekileyo.
Basebenzisa amandla amancinci.
Uyilo lwabo lubavumela ukuba benze imisebenzi emininzi ngaxeshanye.
uhlobo | voco | ukwenza |
|---|---|---|
FPGA | phezulu | Njengee-ASIC, zingcono kunee-GPU |
GPU | phakathi | Ndingenza izinto ezininzi, kodwa andinamandla njengee-ASIC |
ASIC | low | Yomelele kakhulu, yenzelwe umsebenzi omnye |
Ufumana iziphumo ezilungileyo xa ukhetha okulungileyo isikhawulezisi sehadiwe kwiimfuno zakho.
Izicelo kwi-Accelerated Computing
I-AI kunye nokuFunda ngomatshini
Ukukhawuleziswa kwezixhobo kutshintsha indlela osebenzisa ngayo ubukrelekrele bokwenziwa kunye nokufunda koomatshini. Xa uqeqesha iimodeli zokufunda nzulu, kufuneka uphathe idatha eninzi. Ii-accelerators ezifana ne-gpus, i-asics, kunye ne-fpgas zikunceda ukugqiba le misebenzi ngokukhawuleza kakhulu. Ungenza uqeqesho kunye noqikelelo lube ngokukhawuleza amaxesha ama-5 ukuya kuma-20 kunokusebenzisa i-cpu nje. Oku kungenxa yokuba iyunithi yokucubungula imizobo ingasebenza kwiinkcukacha ezininzi ngaxeshanye. Ufumana umsebenzi omninzi kwaye ulinde ixesha elincinci.
Ukukhawuleziswa kwezixhobo zekhompyutha kukuvumela ukuba:
Yenza iimodeli zokufunda nzulu zibe ngcono kwaye zikhawuleze kwiitships ze-ai.
Sebenzisa izixhobo ezikhethekileyo ukukhawulezisa izibalo ezifana ne-matrix kunye ne-convolution.
Sebenzisa amandla amancinci, nto leyo ilungele iifowuni kunye nezixhobo ezincinci.
Usebenzisa i-accelerated computing kwi-ai kunye ne-ml ukuze ufumane iimpendulo zexesha langempela. Ukucwangciswa kwe-gpu okukhawulezileyo kwi-hardware kukunceda ufumane iziphumo ngokukhawuleza kwaye wonge amandla. Ungaphatha idatha engakumbi kwaye ugqibezele imisebenzi emininzi ngexesha elincinci.
Imidiya kunye neMidlalo
Usebenzisa ukukhawulezisa izixhobo xa udlala imidlalo okanye ubukela iividiyo. Ii-accelerators zenza imifanekiso ibonakale ithambile kwaye iividiyo zidlala ngcono. Xa usebenzisa i-GPU, ufumana imifanekiso ekhawulezayo kwaye ungabi naxesha lide. Ukucwangciswa kwe-GPU okukhawulezileyo kwizixhobo kuvumela ikhompyutha yakho ukuba yenze izinto ezininzi ngaxeshanye ngaphandle kokucothisa isantya.
Izikhawulezisi zehardware ziyakunceda:
Yenza imidlalo kunye nokuhlela iividiyo kusebenze ngcono.
Dlala iividiyo kakuhle kwiindawo zokusasaza.
Yehlisa ukusetyenziswa kwe-CPU, ukuze ikhompyutha yakho ikwazi ukwenza okungakumbi.
Gcina umbane, nto leyo ilungele iilaptops.
Igalelo | inkcazelo |
|---|---|
Ukukhuphela Imisebenzi Enzima Kwikhompyutha | Ii-accelerator zehardware zenza imisebenzi enzima efana nokubhala ikhowudi kunye nokubhala ikhowudi, ukuze i-CPU iphumle. |
Ukubambezeleka okuNcitshisiweyo | Amaxesha okulinda aphantsi kakhulu, ngoko ke umsebenzi wexesha langempela unokwenzeka. |
UPhuculo loPhuculo | Izixhobo ezikhethekileyo zinokusingatha imijelo emininzi ngaxeshanye kune-cpus. |
ULawulo lweZibonelelo oluNgcono | Ukusebenzisa izixhobo kakuhle kuthetha ukuba akukho mandla amaninzi kwaye akukho bushushu bungako. |
Xa usebenzisa i-hardware acceleration kwividiyo ebukhoma, amaxesha okulinda ehla ukusuka kwi-100ms-1sec ukuya kwi-25ms-50ms. I-computing ekhawulezileyo yenza imidiya kunye nokudlala imidlalo kube mnandi kwaye kusebenze kakuhle.
Amaziko eNethiwekhi kunye neDatha
Udinga ukukhawuleziswa kwehardware kwiindawo zedatha kunye nothungelwano ukuze uhlale unolwazi oluthe kratya. i-gpus kunye ne-dpus nceda iinethiwekhi zihambise idatha ngokukhawuleza nangokulibaziseka okuncinci. Uthungelwano olukhawulezayo kunye nokuhamba kwethrafikhi okungcono kwenza izinto zisebenze ngcono kwaye zisebenzise amandla amancinci.
Ikhompyutha ekhawulezileyo ikunika:
Iinkqubo ezikhawulezayo nezilibazisa kancinci zamaziko edatha e-AI.
Iindlela zokunqanda ukucotha kwemisebenzi yedatha enkulu.
Ukusetyenziswa ngcono kwezixhobo kunye nokonga amandla.
Uhlala uqala iiprojekthi ze-ai efini ngee-accelerator zehardware. Njengoko ufuna okungakumbi, ungasebenzisa i-hardware ekhethekileyo ukuze ufumane isantya esingcono. Iitships ezintsha kunye neeprosesa ze-AI zikunceda ukulawula idatha, ukonga imali, kunye nokusebenza ngcono. Iinkampani zikwasebenzisa i-edge computing kunye ne-high-performance computing kwimisebenzi enzima. Ukukhawuleziswa kwehardware kunceda nge-parallel computing kunye ne-hpc, ngoko ke inkqubo yakho ilungele ikamva.
Ukuphucula ukusebenza kunye nokudibanisa
Ukuhlanganiswa kweNkqubo
Ungayenza ikhompyutha yakho isebenze ngcono ngokongeza ii-hardware accelerators. Ukukhawuleziswa kwehardware kukunceda ugqibezele imisebenzi yedatha, i-AI, kunye ne-ML ngokukhawuleza. Kufuneka ulandele amanyathelo athile ukuze ufumane iziphumo ezilungileyo:
Fumanisa ukuba yeyiphi imisebenzi efuna ukukhawuleziswa, njengokufunda koomatshini okanye imizobo.
Khetha i-accelerator efanelekileyo kwiimfuno zakho. Ungakhetha ii-GPU, ii-TPU, ii-FPGA, okanye ii-ASIC.
Qinisekisa ukuba i-accelerator isebenza nenkqubo yakho. Oku kukunceda uphephe iingxaki.
Vavanya indlela esebenza kakuhle ngayo i-accelerator xa ithelekiswa ne-CPU yakho.
Qhubeka ujonga indlela esebenza ngayo inkqubo yakho. Oku kukunceda ufumane iindlela zokuyenza ibe ngcono.
Xa usebenzisa ukukhawulezisa izixhobo, unokulawula idatha engaphezulu kwaye ufumane ukusebenza okungcono. I-accelerated computing ikuvumela ukuba usebenzise i-parallel processing ukuze ugqibezele imisebenzi ngokukhawuleza. Oku ukubona kwi-high-performance computing kunye ne-parallel computing. I-hardware-accelerated GPU scheduling ikunceda ukulawula imisebenzi emininzi ngaxeshanye.
Icebiso: Soloko ujonga ukuba isoftware yakho ingayisebenzisa na i-hardware acceleration. Ezinye iinkqubo zifuna uhlaziyo ukuze zisebenze nee-accelerators.
Iingenelo kunye nemingeni
Ufumana izinto ezininzi ezilungileyo ngokukhawulezisa izixhobo zekhompyutha. Ii-accelerator ezifana nee-FPGA zinokukunika amandla aphezulu kwaye zisebenzise amandla amancinci. Umzekelo, i-accelerator esekelwe kwi-FPGA ingasebenzisa kuphela i-4.996 W kwaye ihlale ipholile kwi-36.6 °C. Ingafikelela kwi-2.11 TOPS, ngoko ufumana ukusebenza okuqinileyo kwaye wonge amandla. Oku kwenza ukukhawulezisa izixhobo zekhompyutha kube kuhle kakhulu kwi-edge computing nakwiinkqubo ezinezixhobo ezimbalwa.
Ukwagcina amandla kunye nemali. Ikhompyutha ekhawulezileyo ikunceda ukuba usebenzise amandla amancinci kwaye ugqibezele imisebenzi emininzi yedatha. Ukucwangciswa kweGPU okukhawulezileyo kwi-Hardware kukuvumela ukuba usebenzise imisebenzi ye-AI kunye ne-ML ngaphandle kokulinda okuninzi.
Usenokuba neengxaki ezithile. Kufuneka uqinisekise ukuba ii-accelerator zakho zihambelana nenkqubo yakho. Ezinye ii-accelerator, ezifana nee-ASIC, aziguquguquki. Usenokufuna isoftware okanye abaqhubi abakhethekileyo. Kufuneka uqhubeke uvavanya kwaye uhlaziya inkqubo yakho ukuze ufumane iziphumo ezilungileyo.
Qaphela: Ukukhawuleziswa kwezixhobo kukunika ukusebenza okungcono, kodwa kufuneka ucwangcise ukuseta nokuhlaziya.
Ubona ii-hardware accelerators zitshintsha indlela osebenzisa ngayo i-computing yonke imihla. Ezi zixhobo zonyusa ukusebenza kwaye zikunceda ugqibe imisebenzi ngokukhawuleza. Ufumana ixabiso elingakumbi kwi-computing ekhawulezileyo kwi-AI, kwimidiya, nakwiindawo zedatha. Iindlela ezintsha zibonisa ukukhula okuqinileyo phambili:
Unyaka | Ubungakanani beMarike (USD Billion) | Iimpawu eziphambili |
|---|---|---|
2025 | 4.81 | Iimfuno zokusebenza okuphezulu kwi-AI kunye nedatha enkulu |
2033 | 10.72 | IiGPU ezininzi, iiFPGA, kunye neeASICs zesantya |
Ungalindela iziphumo ezingcono nangakumbi njengoko kufika uyilo olutsha lwememori kunye neetship. Cinga ngendlela olu phuculo olunokunceda ngayo umsebenzi okanye izifundo zakho.
FAQ
Yintoni i-hardware accelerator?
I-hardware accelerator yitship ekhethekileyo kwikhompyutha yakho. Inceda ikhompyutha yakho igqibe imisebenzi ethile ngokukhawuleza. Uyisebenzisela izinto ezifana nemizobo, i-AI, okanye umsebenzi wedatha.
Kutheni ufanele usebenzise ukukhawuleziswa kwehardware?
Ukukhawuleziswa kwezixhobo kuvumela ikhompyutha yakho ukuba igqibe ukusebenza ngokukhawuleza. Kukwanceda ukonga amandla. Ikhompyutha yakho ingenza imisebenzi emikhulu, njengokuhlela iividiyo okanye ukufunda koomatshini, ngaphandle kokucothisa isantya.
Ngaba ungayisebenzisa i-hardware accelerators nayiphi na ikhompyutha?
Ezinye iikhompyutha azikwazi ukusebenzisa ii-accelerator zehardware. Kufuneka ujonge ukuba ikhompyutha yakho ineendawo ezifanelekileyo na, njenge-PCIe. Kufuneka ubone nokuba isoftware yakho iyasebenza na ne-accelerator.
Ziziphi iintlobo eziphambili ze-hardware accelerators?
IiGPU: Zilungele iigrafiki kunye ne-AI.
Ii-ASIC: Eyona ilungileyo kumsebenzi omnye okhethekileyo.
Ii-FPGA: Zingatshintsha ukuze zenze imisebenzi emitsha.
Ngaba ii-accelerator zehardware ziyanceda ekongeni umbane?
Ewe! Ii-hardware accelerators zisebenzisa amandla amancinci kwimisebenzi enzima. Zinceda ikhompyutha yakho isebenze ngcono kwaye ihlale ipholile.
