Isixazululo Esifushane
Isayensi Yezempilo Nezempilo
I-oneAPI Base Toolkit Isiza i-SonoScape
Lungiselela Ukusebenza kwe-S-Fetus 4.0 yayo
Umsizi Wokuhlolwa Kokubelethisa
Umhlahlandlela Womsebenzisi
I-oneAPI Base Toolkit Isiza i-SonoScape Ithuthukise Ukusebenza Komsizi wayo we-S-Fetus 4.0 Obstetric Screening
"Ngokuzibophezela kwethu ku-R&D ezimele kanye nokuqanjwa okusha kwemishini yezokwelapha, i-SonoScape iyakuthokozela ukusho ukuthi ubuchwepheshe bethu be-AI obusezingeni eliphezulu, obuxhaswe yi-Intel® oneAPI Architecture, bukwazile ukubona amandla abo okusebenzela izikhungo zezokwelapha emhlabeni jikelele."
Feng Naizhang
IPhini likaMongameli, i-SonoScape
Ukuhlolwa kokubelethisa kuyisihluthulelo sokunciphisa ukufa komama nokubeletha; nokho, izindlela ezivamile zokuhlola ukubelethisa zidinga amazinga aphezulu ochwepheshe bezokwelapha futhi kokubili zidinga isikhathi kanye nomsebenzi onzima. Ukuze kubhekwane nalezi zinkinga, i-SonoScape yethule isistimu yokuhlola i-obstetric ehlakaniphile esekelwe kubuhlakani bokwenziwa (AI) nobunye ubuchwepheshe. Isistimu yenza ngokuzenzakalelayo ukukhishwa kwemiphumela yokuhlola ngokuqaphela isakhiwo esizenzakalelayo, ukulinganisa, ukuhlukanisa, nokuxilongwa ukuze kuthuthukise kakhulu ukusebenza kahle nokunciphisa umthwalo wodokotela.¹
I-S-Fetus 4.0 Obstetric Screening Assistant 2 isebenzisa ukufunda okujulile ukuze inike amandla imodeli yomsebenzi esekelwe esimweni ehlakaniphile evumela odokotela ukuthi benze i-sonography ngaphandle kwesidingo sokulawula imishini ngokwenza futhi inike amandla ukutholwa okuguquguqukayo kwesikhathi sangempela kwezindiza ezijwayelekile kanye nokulinganisa okuzenzakalelayo kwe-fetus biometry. kanye nenkomba yokukhula, imboni kuqala. Inhloso ye-Sonoscape ukwenza lula ukugeleza komsebenzi wokuhlolwa kokubeletha nokwenza kube lula ezigulini ukuthola ukunakekelwa. Ukuze kuthuthukiswe ukusebenza kwayo, i-SonoScape isebenzise i-Intel® oneAPI Base Toolkit ukuze kuthuthukiswe i-cross-architecture kanye nokwenza kahle ukuze kusheshiswe ukucutshungulwa kwedatha ye-multimodal. Ngenkundla esekelwe kuphrosesa ye-Intel® Core™ i7, ukusebenza kukhuphuke cishe ngo-20x 3 ngenkathi kufinyelelwa ukusebenza kwamanani aphezulu, ukukala kwezakhiwo ezihlukahlukene, kanye nokuguquguquka.
Ingemuva: Izicelo Nezinselele Ze-Diagnostic Ultrasound Ezivivinyweni Zokubelethisa
I-Diagnostic ultrasound iyindlela lapho i-ultrasound isetshenziswa khona ukukala idatha ne-morphology ye-physiology yesiguli noma ukwakheka kwezicubu ukuze kutholwe izifo futhi kunikezwe isiqondiso sezokwelapha. 4 Ngenxa yokuphepha, ukungahlaseli, ukusebenza kwezindleko, ukusebenziseka, ukuphindaphinda, nokuguquguquka okubanzi, imakethe yemishini yokuxilonga ye-ultrasound ikhula ngokushesha. Ngokwemininingwane evela ku-Fortune Business Insights, usayizi wemakethe yemishini yokuxilonga emhlabeni wonke wawungama-USD 7.26 billion ngo-2020, futhi kulindeleke ukuthi ufinyelele ku-USD 12.93 billion ekupheleni kuka-2028, omele izinga lokukhula elihlanganisiwe lonyaka (CAGR) lika-7.8%. . 5
Nakuba i-ultrasound ye-2D ibalulekile ekuhlonzweni kwezifo zokubelethisa kanye nezifo zabesifazane (ikakhulukazi ekuhlolweni kwe-fetus ye-intrauterine), amasu avamile we-ultrasonography ancike kakhulu ebuchwephesheni be-sonographer. Njengoba imisebenzi yezandla ethatha isikhathi futhi egxile emakhono idingeka kuyo yonke inqubo, i-ultrasound ibeka izinselele ezibhedlela ezisemiphakathini emincane kanye nezindawo ezingathuthukisiwe ezinokufinyelela okulinganiselwe kubuchwepheshe bezokwelapha.
Ukuze kubhekwane nalezi zinkinga, i-SonoScape ithuthukise isisombululo se-ultrasound yokuxilonga esihlakaniphile esisekelwe kubuchwepheshe be-AI obukwazi ukuhlukanisa, ukutholwa, nokuhlukaniswa kwezinhlaka ezihlukahlukene ze-anatomical ezivela ezithombeni ze-ultrasound ngokusebenzisa ama-algorithms okufunda ajulile amelwe amanethiwekhi e-convolutional neural (CNNs). 6 Kodwa-ke, isisombululo samanje se-ultrasound sibhekene nezinselele ezimbalwa:
- Okokusebenza kudinga inani eliphezulu lokungenelela komsebenzisi futhi kunokubambezeleka okungokwemvelo, njengalapho u-opharetha kufanele avumelane nezinqubo ezahlukene zokusebenza lapho eshintsha phakathi kwamamodi.
- Izidingo zamandla ekhompuyutha ziyenyuka njengoba ama-algorithm e-AI ekhula ngobunkimbinkimbi. Lawa ma-algorithms ngokuvamile asebenzisa izisheshisi zangaphandle, njengama-GPU, anyusa izindleko, asebenzisa amandla engeziwe, futhi adinga ukuhlolwa okwengeziwe nesitifiketi. Ukuthuthukiswa kwe-AI okuqhubekayo kokusebenza okungcono kakhulu nolwazi lomsebenzisi sekuyinselelo ebalulekile.
I-SonoScape isebenzisa i-Intel oneAPI Base Ikhithi yamathuluzi yokuthuthukisa ukusebenza kwayo I-S-Fetus 4.0 Umsizi Wokuhlolwa Kokubelethisa
I-SonoScape S-Fetus 4.0 Umsizi Wokuhlolwa Kokubelethisa
Ngokusekelwe eqoqweni elijwayelekile kanye nokukalwa kwezigaba ze-ultrasound scan, odokotela bangasebenzisa ukuhlolwa kokubelethisa ukuze bathole ukungalungi okuningi kwesakhiwo sengane. I-S-Fetus 4.0 Umsizi Wokuhlonza Okubelethisayo we-SonoScape uwubuchwepheshe bokuqala obutholakala emhlabeni wonke bokuhlola ukubelethisa okusekelwe ekufundeni okujulile. Uma ihlanganiswe ne-SonoScape P60 kanye ne-S60 ultrasound platforms, i-S-Fetus 4.0 iyakwazi ukuqashelwa kwesikhathi sangempela sezigaba phakathi nenqubo ye-sonography, ukutholwa okuzenzakalelayo kwezigaba ezijwayelekile, ukulinganisa okuzenzakalelayo, kanye nokuphakelwa okuzenzakalelayo kwemiphumela ezingxenyeni ezihambisanayo zokukhula kwengane. yombiko wezempilo. Ngokuziqhenya ngomsebenzi wokuqala ohlakaniphile wokubelethisa embonini, i-S-Fetus 4.0 ithuthuka ngokuphawulekayo ezindleleni ezivamile zokusebenzisa ikhompyutha yomuntu ngokunikeza imodeli yomsebenzi esekelwe esimweni ehlakaniphile evumela odokotela ukuthi benze i-sonography ngaphandle kwesidingo sokulawula ngesandla imishini eyinkimbinkimbi, ukwenza lula. inqubo ye-sonogram, ukuthuthukisa ukusebenza kahle, nokunciphisa umthwalo womsebenzi we-sonographer. Umsebenzi uhlinzeka ngokulawula okuphumelelayo kwekhwalithi ye-frontend phakathi nenqubo ye-ultrasound, ithuthukisa ikhwalithi yokuhlola, futhi inikeza idatha eyengeziwe yokuqondisa ngesikhathi sangempela ukusiza kokubili odokotela neziguli.
Umfanekiso 1. Idivayisi ye-SonoScape yochwepheshe yokubelethisa ye-P60 ifakwe i-S-Fetus 4.0
Isebenzisa ama-algorithms ayisisekelo, i-architecture yoqobo, ne-cross-architecture hardware, i-S-Fetus 4.0 ifinyelela impumelelo ebalulekile yobuchwepheshe ehlinzeka ngobuchule, obusekelwe kusimo, inqubo egcwele, nesixazululo esingamukeleka kalula sokuthuthukisa ukusebenza kahle komsebenzi nokungaguquguquki kodokotela. Imisebenzi esekelwe esimeni ebanzi iqinisekisa ukuthi odokotela abadingi ukushintsha phakathi kwezindlela eziphathwayo nezihlakaniphile ngokuzenzakalela kuyo yonke inqubo, futhi imibiko ingaqedelwa ngokuswayipha ngomunwe.
Umfanekiso 2. Umdwebo wenqubo we-S-Fetus 4.0 Umsizi Wokuhlonza Ukubelethisa
Ingaphambili le-S-Fetus 4.0 likhiqiza idatha ye-multimodal ngokuhambisana nezimfuneko zesimo, kuyilapho ukucubungula okuthunyelwe kusingatha ukwakha kabusha, ukucutshungulwa, nokwenza kahle. Ukusebenza kudatha eyakhiwe kabusha nethuthukisiwe, ukubonwa kwe-AI yesikhathi sangempela kanye nemojuli yokulandelela ihlaziya futhi ikhiphe izindawo ezijwayelekile. Kule nqubo, imojula evamile yokwenza izinqumo kanye nemojula yokuthunyelwa ilandela isu elichazwe ngaphambilini ukuze ikhiphe ngokuguquguqukayo izici ezibaliwe, bese yenza ukuhlaziya komthamo futhi ihlanganise ngokuzenzakalela emisebenzini elandelayo.
Ngesikhathi sokuthuthukiswa, onjiniyela be-SonoScape nabakwa-Intel basebenze ndawonye ukubhekana nezinselelo ezimbalwa:
- Ukuthuthukisa ukusebenza okwengeziwe. Ama-algorithm amaningi okufunda okujulile abalulekile kufanele asebenze ngokuhambisana ukuze acubungule ngokushesha imisebenzi esebenzisa izinhlobo ezihlukene zedatha kanye nokwenza imisebenzi eqalwe ngabasebenzisi ngokugcwele ngaphandle kokubambezeleka. Lokhu kubangela amandla aphezulu ekhompuyutha kanye nezidingo zokusebenzisa kahle i-algorithm yamapulatifomu e-ultrasound.
- Izimfuno zohlelo lokusebenza lweselula. I-SonoScape diagnostic ultrasound system ene-S-Fetus 4.0 Obstetric Screening Assistant iyisistimu yeselula enemikhawulo kuwo wonke amandla
ukusetshenziswa kanye nosayizi wesistimu, okwenza kube inselele ukusebenzisa ama-GPU ahlukene. - Ukunwetshwa kwe-cross-architecture yezimo ezahlukahlukene. Umsizi Wokuhlolwa Kwezibeletho we-S-Fetus 4.0 udinga ukusekela ukufuduka nokunwetshwa kuzo zonke izakhiwo eziningi ukuze asebenze ngezimo ezihlukahlukene eziyinkimbinkimbi.
Ukuze kuxazululwe lezi zinselele, i-SonoScape ibambisene ne-Intel ukuze ithuthukise ukusebenza kwe-AI komsizi wayo wokuhlolwa kokubelethisa ngokusebenzisa i-Intel oneAPI Base Toolkit.
Intel oneAPI Toolkits
I-OneAPI iyimboni ehlukahlukene, evulekile, esekelwe ezilinganisweni imodeli yokuhlela eletha umuzwa wonjiniyela ojwayelekile kuzo zonke izakhiwo ukuze kusebenze uhlelo olusheshayo, ukukhiqiza okwengeziwe, kanye nokusungula izinto ezintsha. Isinyathelo se-oneAPI sikhuthaza ukusebenzisana ekucacisweni okujwayelekile kanye nokusetshenziswa kwe-oneAPI okuhambisanayo kuyo yonke i-ecosystem.
Imodeli yakhelwe ukwenza lula inqubo yokuthuthukisa kuzo zonke izakhiwo eziningi (ezifana nama-CPU, ama-GPU, ama-FPGA, namanye ama-accelerator). Ngeqoqo eliphelele lamalabhulali namathuluzi e-crossarchitecture, i-oneAPI isiza onjiniyela bathuthukise ikhodi esebenzayo ngokushesha nangokulungile kuzo zonke izindawo ezihlukene.
Njengoba kukhonjisiwe kuMfanekiso 3, iphrojekthi ye-oneAPI ihlose ukwakha ku-Intel's rich heritage yamathuluzi e-CPU futhi inwebe kuye kuma-XPU. Kuhlanganisa isethi ephelele yabahlanganisi abathuthukile, imitapo yolwazi nokuthuthwa, ukuhlaziya, namathuluzi okulungisa iphutha. Ukuqaliswa kwereferensi ye-Intel ye-oneAPI isethi yamathuluzi wamathuluzi. I-Intel oneAPI Base Toolkit Yonjiniyela Bekhodi Yomdabu iyisethi ewumnyombo yamathuluzi asebenza kahle kakhulu wokwakha i-C++, i-Data Parallel C++ izinhlelo zokusebenza, nezinhlelo zokusebenza ezisekelwe kulabhulali ye-oneAPI.
Imithwalo Yemisebenzi Yohlelo Idinga Izingxenyekazi Zekhompyutha Ezihlukahlukene
Umfanekiso 3. Intel oneAPI Base Toolkit
I-Intel oneAPI Base Toolkit Isiza i-SonoScape ukuthi Ithuthukise Ukusebenza Komsizi wayo Wokuhlola Ukubelethisa
Ngemva kokuhlanganisa i-Intel oneAPI Base Toolkit ohlelweni lwabo, i-SonoScape iphawule izindlela ezimbalwa zokuthuthukisa.
Kusendlalelo sezingxenyekazi zekhompuyutha, isisombululo sisebenzisa ukwakheka kwekhompuyutha okusekelwe kuphrosesa ye-11th Gen Intel® Core™ i7 eletha ukusebenza okuthuthukisiwe, edla umnyombo omusha nemidwebo yemidwebo, futhi ihlinzeka ngokusebenza okusekelwe ku-AI ukuze usebenze kahle kakhulu emithwalweni ehlukahlukene. Ifakwe ubuchwepheshe be-Intel® Deep Learning Boost (Intel® DL Boost), iphrosesa inikeza ukusekelwa okuqinile kwezinjini ze-AI nokusebenza okuthuthukisiwe kwemithwalo eyinkimbinkimbi efana ne-AI nokuhlaziywa kwedatha.
Amaphrosesa we-11th Gen Intel Core nawo anezithombe ezididiyelwe ze-Intel® Iris® Xe, ezivumela imithwalo yomsebenzi ukuze isebenzise le GPU ehlanganisiwe. Ingakwazi ukusekela izinhlobo ezicebile zedatha futhi ifake i-architecture enamandla aphansi.
Ukugeleza kokucubungula idatha kwesisombululo kuboniswe ngezansi (Umfanekiso 4). Ifakwe ama-cores alungiselelwe ukuphatha imithwalo ebamba idatha, ihluzo ze-Intel Iris Xe zinesibopho sokuqashelwa kwesikhathi sangempela nezinqubo zokulandelela kanye nokugcwaliseka kokusetshenziswa kwesikhathi sangempela kwemvamisa ephezulu (uhlaka lwesithombe ngalunye kufanele lucutshungulwe noma luqondiswe ngobuhlakani) .
Iphrosesa ye-Intel Core i7 iphatha ukwenza izinqumo ezisezingeni eliphezulu kanye nokuthunyelwa; ukukhishwa kwesici sesigaba esiguquguqukayo, ukuhlaziya umthamo, nezinye izinqubo; kanye nokwenziwa komqondo wokusebenza kanye nokuchazwa kwe-AI ngesikhathi sokuphumula. Isebenzisa idatha eningi futhi inesibopho sokunquma okunengqondo, imojula ye-multimodal idatha nokwenza ngcono ithuthukiswe ngezici ezinhlanu ezibalulekile nge-oneAPI Toolkit. Ngemva kokwenza kahle, umsizi wokuhlolwa kokubeleka we-SonoScape angasebenzisa kalula zonke izinsiza ze-CPU ne-iGPU, anikeze ukusebenza okuthuthukisiwe ukuze ahlangabezane nezidingo zokusebenza futhi athuthukise ulwazi lwesiguli.
I-SonoScape ne-Intel zigxile ekulungeni nasekuhlolweni kokusebenza kwesikhulumi esilandelayo:
Umfanekiso 4. I-Architecture yomsizi wokuhlolwa kokubelethisa we-SonoScape
Ukuthuthukiswa Kokusebenza Okubanzi kusetshenziswa Amathuluzi e-Intel Software
Ukuthuthukisa #1: Okokuqala, i-SonoScape yasebenzisa i-Intel® VTune™ Profiler ukuhlaziya umthwalo wabo womsebenzi. Uchwepheshefiler ingakwazi ukuhlonza ngokushesha izingqinamba zokusebenza komthwalo we-CPU ne-GPU futhi inikeze ulwazi olufanele. Njengoba kukhonjisiwe esithombeni esingezansi, ukucutshungulwa kwe-vector kusebenzisa ngokugcwele imfundo ephezulu ye-Intel futhi kusekela ukucutshungulwa okufanayo kwedatha ukuze kuthuthukiswe ngokushesha ukusebenza kokusebenza kwe-scalar.
Umfanekiso 5. Ukucubungula kwe-Scalar vs. Ukucutshungulwa kweVector
I-SonoScape iphinde yasebenzisa i-DPC++ Compiler kukhithi yamathuluzi ye-oneAPI ukuze iphinde ihlanganise ikhodi yayo futhi ikhiqize imiyalelo ye-vector yokusebenza okuthuthukisiwe, yehlisa isivinini sokucubungula umsebenzi ukusuka ku-141 ms kuya ku-33 ms⁷ nje.
Ukuthuthukisa #2. Lapho amabhodlela okusebenza ekhonjwe yi-VTune Profiler, i-SonoScape yawashintsha yafaka ama-API avela ku-Intel® Integrated Performance Primitives
(I-Intel® IPP), umtapo wezincwadi wesofthiwe yenkundla ehlukene yemisebenzi ehlanganisa izisheshisi zokucubungula isithombe, ukucubungula isignali, ukuminyanisa idatha, izindlela zokubethela, nezinye izinhlelo zokusebenza. I-Intel IPP ingalungiselelwa ama-CPU ukuze kuvulwe izici zakamuva ze-Intel architecture platforms (ezifana ne-AVX-512) ukuze kuthuthukiswe ukusebenza kohlelo lokusebenza.
Okwesiboneloample, imisebenzi ye-ippsCrossCorrNorm_32f kanye ne-ippsDotProd_32f64f ingathuthukisa ukusebenza ngokususa izibalo ze-loop yezendlalelo ezimbili kanye namaluphu okuphindaphinda/okwengeza. Ngokulungiselela okunjalo, i-SonoScape ikwazile ukuthuthukisa isivinini sokucubungula somthwalo wokusebenza ukusuka ku-33 ms kuya ku-13.787 ms⁷.
Ukuthuthukisa #3. Ithuthukiswe i-Intel ekuqaleni, i-Open Source Computer Vision Library (OpenCV) OpenCV ingasetshenziselwa ukuthuthukisa ukucutshungulwa kwesithombe sesikhathi sangempela, umbono wekhompyutha, nezinhlelo zokuqaphela iphethini, futhi isekela ukusetshenziswa kwe-Intel IPP ukuze kucutshungulwe ngokushesha⁸.
Ngokufaka esikhundleni semisebenzi ye-OpenCV kukhodi yomthombo ngemisebenzi ye-IPP, isisombululo sikala kahle ezimeni zedatha yezinga elikhulu futhi senza kahle kuzo zonke izizukulwane zamapulatifomu e-Intel.
Ukuthuthukisa #4. Umsizi we-S-Fetus 4.0 we-S-Fetus 6 wokubelethisa uphinde asebenzise Ithuluzi Le-Intel® DPC++ Compatibility Tool ukuze athuthe ngempumelelo ikhodi ekhona ye-CUDA iye ku-DPC++, iqinisekisa ukuhambisana kwezakhiwo ezihlukahlukene futhi inciphise isikhathi esidingekayo sokufuduka. Njengoba kuboniswe kumfanekiso wesi-80, ithuluzi lihlinzeka ngemisebenzi enamandla yokusebenzisana ukusiza onjiniyela bathuthele ikhodi ye-CUDA, okuhlanganisa ikhodi ye-kernel namakholi we-API. Ithuluzi lingathutha ngokuzenzakalela amaphesenti angu-90-100⁹ ekhodi (ngokuya ngobunkimbinkimbi) futhi lishumeke amazwana ukuze lisize onjiniyela baqedele isinyathelo mathupha senqubo yokuthutha. Kulolu cwaningo lwesibonelo, cishe amaphesenti angu-XNUMX ekhodi athuthelwe ngokuzenzakalelayo ngendlela efundekayo nesebenzisekayo.
Umfanekiso 6. Ishadi lokugeleza komsebenzi le-Intel DPC++ Compatibility Tool
Ngemva kokuqedwa kwalokhu kulungiselelwa, ukusebenza kwe-SonoScape S-Fetus 4.0 esebenza kuplathifomu ehlukahlukene esekelwe ku-Intel oneAPI DPC++ kukhuphuke cishe ngo-20x wedatha yokusebenza eyisisekelo erekhodiwe ngaphambi kokulungiselelwa, njengoba kuboniswe kumfanekiso 7⁷.
Ukuthuthukisa Isikhathi Somthwalo Wezinto Eziningi (ms low kungcono)
Umfanekiso 7. Ukuthuthukiswa Kokusebenza Nge-Intel oneAPI Base Toolkit⁷
(Isisekelo: Ikhodi ngaphambi kokuthuthukiswa; Ukuthuthukisa 1: I-Intel oneAPI DPC++ Compiler; Ukuthuthukisa 2: I-Intel IPP isetshenziselwa ukufaka ikhodi yomthombo weluphu;
Ukuthuthukisa 3: I-Intel IPP isetshenziselwa ukumiselela imisebenzi ye-OpenCV; Ukuthuthukisa 4: Ukubulawa kwe-CPU + iGPU ngemva kokufuduka kwe-CUDA)
Umphumela: Ukusebenza Okuhle Kakhulu kanye Ne-CrossArchitecture Scalability
Ngokusebenzisa amaphrosesa e-Intel Core i7 anezithombe ezididiyelwe ze-Intel Iris Xe ukuze anikeze amandla ekhompuyutha ayisisekelo kanye nenkundla ye-Intel oneAPI heterogeneous yokuthuthukisa, umsizi we-SonoScape obstetric screening ukwazile ukulinganisela ukusebenza, ukuphumelela kwezindleko, kanye nokwanda kwezinkundla eziningi.
- Ukusebenza. Ngokusebenzisa i-Intel XPUs kanye ne-Intel oneAPI Toolkits, umsizi wokuhlolwa kokubelethisa we-SonoScape ukwazile ukubona ukusebenza okuthuthukisiwe okufika ku-20x uma kuqhathaniswa nezinhlelo ezingalungiselelwe, wabeka isisekelo esiqinile se-ultrasound yokuxilonga yokubelethisa ephumelelayo⁷.
- Ukonga izindleko. Ngokwenza ukulungiselelwa okuphelele nokusebenzisa ukusebenza okunamandla nezakhiwo eziguquguqukayo ze-Intel Core i7 processor, i-SonoScape idinga kuphela izinsiza ze-CPU ne-iGPU ukuze ifinyelele imigomo yayo yokusebenza. Lokhu kwenziwa lula kwezingxenyekazi zekhompuyutha kunciphisa izimfuno zokunikezwa kwamandla kagesi, ukuchithwa kokushisa, nendawo. Isixazululo manje singafakwa emishinini emincane ye-ultrasound yokuxilonga ukuze uthole izinketho zokumisa eziguquguqukayo. Ukuhlanganiswa kwezinsiza ze-CPU kanye ne-iGPU kunikeza impilo yebhethri ende, kanye nokulinganisa okuphezulu nokuthembeka.
- I-Heterogeneous Scalability. Isixazululo sisekela izinhlelo ezihlanganisiwe ku-hardware ye-heterogeneous efana nama-CPU nama-iGPU, sithuthukisa ukusebenza kahle kwezinhlelo ze-cross-architecture, futhi sinika amandla ukukhishwa okuguquguqukayo kwabasizi bokuhlolwa kokubelethisa ekucushweni okuhlukene kwehadiwe ngenkathi kuqinisekiswa umsebenzisi oshelelayo.
isipiliyoni.
I-Outlook: Ukuhlanganiswa Okusheshisiwe Kwe-AI Nezicelo Zezokwelapha
I-Smart diagnostic ultrasound iwuhlelo lokusebenza oluyinhloko lokuhlanganiswa kwe-AI kanye nobuchwepheshe bezokwelapha obusiza ukwehlisa umthwalo womsebenzi kadokotela futhi kuthuthukiswe isivinini sezinqubo zezokwelapha¹⁰. Ukuze kube lula ukusetshenziswa kwe-AI nezinhlelo zokusebenza zezokwelapha, i-Intel isebenza nozakwethu abafana ne-SonoScape ukusheshisa ukuqanjwa kabusha kwedijithali ngokusebenzisa izakhiwo ze-XPU ezakhiwe ngama-CPU, ama-iGPU, ama-accelerator azinikele, ama-FPGA, kanye nesofthiwe nemikhiqizo yehadiwe njengemodeli yokuhlela ye-oneAPI ku- imboni yezokwelapha.
“I-Intel® oneAPI Base Toolkit isisize ukuthi silungiselele amamojula abalulekile ngendlela ephumelelayo, siqaphela ukwanda kokusebenza okungu-20x⁷ kanye nentuthuko ebumbene kumaplathifomu e-XPU ehlukene. Ngobuchwepheshe be-Intel, umsizi wethu wokuhlolwa kokubelethisa uthole impumelelo mayelana nokusebenza kanye nokuqina futhi manje anganikeza izindlela ezisebenza kahle kakhulu zokuxilongwa kokubelethisa okuhlakaniphile ukuze asize izikhungo zezokwelapha zishintshe ukusuka ku-ultrasound evamile ziye ku-smart ultrasound futhi zisize odokotela.
emsebenzini onembile nophumelelayo wokuthuthukisa imiphumela yesiguli.”
Zhou Guoyi
Inhloko ye-SonoScape Medical Innovation Research Center
Mayelana ne-SonoScape
Isungulwe ngo-2002 e-Shenzhen, e-China, i-SonoScape izibophezele “Ekunakekeleni Ukuphila Ngokushintsha Okusha” ngokuhlinzeka ngezixazululo ze-ultrasound ne-endoscopy. Ngokusekelwa okungenazihibe, i-SonoScape inikeza ukuthengisa nesevisi emhlabeni wonke emazweni angaphezu kuka-130, kuzuzisa izibhedlela zasendaweni nodokotela ngobufakazi obuphelele bokuhlonza izithombe nokusekelwa kobuchwepheshe. Itshala amaphesenti angama-20 wesamba semali engenayo ku-R&D minyaka yonke, i-SonoScape iye yethula ngokuqhubekayo imikhiqizo emisha yezokwelapha nobuchwepheshe emakethe unyaka ngamunye. Manje inweba ibe yizikhungo eziyisikhombisa ze-R&D e-Shenzhen, e-Shanghai, e-Harbin, e-Wuhan, e-Tokyo, e-Seattle, nase-Silicon Valley. Ukuze uthole ulwazi olwengeziwe, sicela uvakashele isikhulu sethu webindawo www.sonoscape.com.
Mayelana ne-Intel
I-Intel (Nasdaq: INTC) ingumholi wemboni, edala ubuchwepheshe obushintsha umhlaba obuvumela inqubekelaphambili yomhlaba wonke futhi inothise izimpilo. Sikhuthazwe uMthetho kaMoore, siqhubeka sisebenzela ukuthuthukisa ukwakheka nokukhiqizwa kwama-semiconductors ukuze sisize ukubhekana nezinselelo ezinkulu zamakhasimende ethu. Ngokushumeka ubuhlakani emafini, kunethiwekhi, emaphethelweni, nakuzo zonke izinhlobo zedivayisi yekhompyutha, sikhulula amandla edatha ukuze kuguqule ibhizinisi nomphakathi ube ngcono. Ukuze ufunde kabanzi mayelana nokuqanjwa kwe-Intel, vakashela ku newsroom.intel.com futhi intel.com.
Isixazululo sinikezwe ngu:
- Isimangalo sokwanda kokuphumelela okungama-50% sisekelwe kudatha yokuhlola ngemva kokuhlolwa komtholampilo okuvela kodokotela abayi-18 abanokuhlangenwe nakho okuphakathi nendawo nasezikhungweni zezokwelapha ezingu-5 ngemva kwesikhathi esiyinyanga engu-1.
Ukwehliswa kwesimangalo somsebenzi ngo-70% ngokusekelwe ekuhlolweni kwezinyathelo ezidingekayo ukuze uqedele ukuhlolwa kwezokwelapha kusetshenziswa izinqubo ezijwayelekile zokusebenza uma kuqhathaniswa ne-S-Fetus. - Ukuze uthole ulwazi olwengeziwe mayelana Nomsizi Wokuhlonza I-S-Fetus 4.0, sicela uvakashele https://www.sonoscape.com/html/2020/exceed_0715/113.html
- Imiphumela yokuhlolwa ihlinzekwe ngabakwa-SonoScape. Ukucushwa kokuhlolwa: Intel® Core™ i7-1185GRE processor @ 2.80GHz, Intel Iris® Xe graphics @ 1.35 GHz, 96EU, Ubuntu 20.04, Intel® oneAPI DPC++/C++ Compiler, Intel® DPC++ Compatibility Tool, Intel® oneAPI DPC++ Library, Intel® oneAPI DPC++ ® I-Integrated Performance Primitives, Intel® VTune™ Profiler
- Wells, PNT, "Izimiso Zomzimba Zokuxilongwa Kwe-Ultrasonic." I-Medical and Biological Engineering 8, No. 2 (1970): 219-219.
- https://www.fortunebusinessinsights.com/industry-reports/ultrasound-equipment-market-100515
- Shengfeng Liu, et al., “Ukufunda Okujulile Ekuhlaziyweni Kwe-Ultrasound Yezokwelapha: A Review.” Ubunjiniyela 5, No. 2 (2019): 261–275
- Imiphumela yokuhlolwa ihlinzekwe ngabakwa-SonoScape. Bona ikhophi yasenqolobaneni ukuze uthole izilungiselelo zokuhlola.
- https://en.wikipedia.org/wiki/OpenCV
- https://www.intel.com/content/www/us/en/developer/articles/technical/heterogeneous-programming-using-oneapi.html
- U-Luo, Dandan, et al., “Indlela Yokuthwebula I-Ultrasound Yangaphambi Kokubeletha: I-One-Touch Technique ku-Second and Third Trimesters.” I-Ultrasound Med Biol. 47, No. 8 (2021): 2258-2265.
https://www.researchgate.net/publication/351951854_A_Prenatal_Ultrasound_Scanning_Approach_One-Touch_Technique_in_Second_and_Third_Trimesters
Yenza ikhophi yasenqolobaneni
Ihlolwe yi-SonoScape kusukela ngomhla ka-Sep 3, 2021. Ukulungiselelwa kokuhlolwa: Intel® Core™ i7-1185GRE processor @ 2.80GHz, enezithombe noma ezingenazo ze-Intel Iris® Xe @ 1.35 GHz, 96EU, Ubuntu 20.04, Intel® oneAPI
I-DPC++/C++ Compiler, Intel® DPC++ Compatibility Tool, Intel® oneAPI DPC++ Library, Intel® Integrated Performance Primitives, Intel® VTune™ Profiler
Izaziso Nemishwana Yokuzikhipha Emthwalweni
Ukusebenza kuyehluka ngokusetshenziswa, ukumisa, nezinye izici. Funda kabanzi ku www.Intel.com/PerformanceIndex
Imiphumela yokusebenza isekelwe ekuhlolweni kusukela kumadethi aboniswe ekucushweni futhi ingase ingabonisi zonke izibuyekezo ezitholakala esidlangalaleni. Bona ikhophi yasenqolobaneni ukuze uthole imininingwane yokucushwa. Awukho umkhiqizo noma ingxenye engavikeleka ngokuphelele.
Izindleko zakho nemiphumela ingahluka.
Ubuchwepheshe be-Intel bungadinga ihadiwe enikwe amandla, isofthiwe, noma ukuvulwa kwesevisi.
I-Intel iyazilahla zonke iziqinisekiso ezicacile nezicatshangelwayo, okuhlanganisa ngaphandle komkhawulo, iziqinisekiso ezishiwo zokuthengiselana, ukufaneleka kwenjongo ethile, nokungaphuli umthetho, kanye nanoma yisiphi isiqinisekiso esivela ngenxa yokusebenza, inkambo yokuthengisa, noma ukusetshenziswa kwezohwebo.
I-Intel ayilawuli noma ihlole idatha yomuntu wesithathu. Kufanele uthintane neminye imithombo ukuze uhlole ukunemba.
© Intel Corporation. I-Intel, ilogo ye-Intel, nezinye izimpawu ze-Intel yizimpawu zokuthengisa ze-Intel Corporation noma izinkampani ezingaphansi kwayo. Amanye amagama namabhrendi angafunwa njengempahla yabanye.
0422/EOH/MESH/PDF 350912-001US
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I-intel oneAPI Base Toolkit Isiza i-SonoScape Ithuthukise Ukusebenza Komsizi wayo we-S-Fetus 4.0 Obstetric Screening [pdf] Umhlahlandlela Womsebenzisi I-oneAPI Base Toolkit Isiza i-SonoScape Ithuthukise Ukusebenza Komsizi wayo we-S-Fetus 4.0 Obstetric Screening, S-Fetus 4.0 Umsizi Wokuhlonza Ukubelethisa, Umsizi Wokuhlolela Ukubelethisa, Umsizi WokuHlola, Umsizi |
