X86 vs Jetson: Kodi Pali Kusiyana Kotani?

M'dziko lamakono losintha la makompyuta ophatikizidwa ndi kuyika kwa AI m'mphepete, kusankha nsanja yoyenera ya hardware sikungosankha luso; imakhudza mwachindunji ntchito, kutsika mtengo, komanso kukhazikika kwanthawi yayitali. Zomangamanga za x86 (monga mapurosesa a Intel ndi AMD) ndi banja la NVIDIA Jetson (lomwe limaphatikizapo Jetson Nano, Jetson Xavier, ndi Jetson Orin) ndi njira ziwiri zomwe zimasiyanitsidwa kwambiri.

II. Kumvetsetsa Zomangamanga za x86

The x86 zomangamanga ndi mulingo woyesedwa nthawi mu dziko la kompyuta hardware, kutengera chilichonse makompyuta anu ku Makina opangira mafakitale. Yopangidwa ndi Intel, ndipo kenako anatengedwa ndi AMD, nsanja ya x86 imadziwika ndi mphamvu zake ntchito zonse cholinga, lonse kuyanjana kwa mapulogalamu, ndi kusinthika m'malo osiyanasiyana apakompyuta.

Pakatikati pake, x86 idakhazikitsidwa ndi a Complex Instruction Set Computing (CISC) chitsanzo, chopangidwa kuti chizitha kugwira ntchito zambiri pamayendedwe ophunzitsira. Izi zimalola mapurosesa a x86 kuti azichita bwino pansi pa ntchito zambiri zomwe zimafuna kuchita zambiri, mapulogalamu amtundu, komanso kusinthasintha kosiyanasiyana.

Mphamvu za X86 Architecture

• Ma CPU ochita bwino kwambiri yokhala ndi ma cores angapo komanso ma seti apamwamba kwambiri

• Broad OS thandizo, kuphatikizapo Mawindo, Linux,ndi machitidwe ogwiritsira ntchito nthawi yeniyeni

• Mapulogalamu okhwima a ecosystem, yabwino kwa mapulogalamu omwe amafunikira chithandizo chanthawi yayitali

• Kuphatikiza kwakukulu kwa I/O, zothandizira PCIe, SATA, USB, ndi ma serial interfaces

Makhalidwewa amapangitsa makina a x86 kukhala chisankho chokondedwa muzochitika monga:

• Ma PC a mafakitale (IPCs)

• Anthu-Machine Interfaces (HMIs)

• Chizindikiro cha digito

• Zida zamankhwala ndi zoyesera

Ma processor a x86 otchuka a Mapulogalamu Ophatikizidwa

• Intel® Atom® - Mphamvu zochepa, zopondapo zazing'ono, zabwino pamakina opanda mafani

• Intel Core™ (i3/i5/i7) - Kuchita bwino kwa mayankho ophatikizidwa apakati mpaka apamwamba

• AMD Ryzen ™ Yophatikizidwa - Kuthekera kwamphamvu kwamitundu yambiri, kupikisana kwamphamvu

Komabe, nthawi x86 nsanja amapereka magwiridwe antchito, nthawi zambiri amabwera ndi apamwamba kugwiritsa ntchito mphamvu kuyelekeza ndi Njira zina zochokera ku ARM monga Jetsons. Pantchito zolemetsa zokhala ndi zovuta zochepa zamagetsi, x86 imatsogolabe ngati yankho lokhazikika komanso losinthika, makamaka komwe kugwirizana ndi kukonza mutu wamutu ndizofunikira kwambiri.

III. Kodi NVIDIA Jetson ndi chiyani?

The NVIDIA Jetson nsanja idapangidwira AI-powered edge computing, yopereka njira yophatikizika, yosagwiritsa ntchito mphamvu m'malo mwa machitidwe achikhalidwe a x86. M'malo modalira ma CPU omwe ali ndi njala yamphamvu, ma board a Jetson adakhazikitsidwa Zomangamanga za ARM ndi kubwera ndi kuphatikiza NVIDIA GPUs, kuwapangitsa kukhala abwino kwa mapulogalamu omwe amafunikira makina kuphunzira, masomphenya apakompyuta, kapena zenizeni zenizeni molunjika m'mphepete.

Kukopa kwa Jetson kwagona pakutha kwake kupereka magwiridwe antchito apamwamba a AI mu mawonekedwe ang'onoang'ono. Kaya ikuzindikira zinthu ndi kamera, kuyendetsa loboti, kapena kusanthula makanema amakanema, Jetson idapangidwa kuti izigwira ntchito osafunikira PC yayikulu kapena kulumikizidwa kwamtambo.

Zofunika Kwambiri za Jetson Modules

• CPU yochokera ku ARM ndi Integrated GPU yothandizidwa ndi CUDA

• Thandizo kwa TensorRT, DeepStream,ndi JetPack SDK

• Wokhoza kuthamanga Ubuntu Linux (L4T) kunja kwa bokosi

• Kuchita bwino kwa watt pa wopanda fan, zoyendetsedwa ndi batri zipangizo

Mfundo zazikuluzikulu za Jetson Product Line

Zikomo zake mphamvu zamagetsi ndi Mapangidwe a AI, Jetson wakhala nsanja yopita ku mafakitale ngati robotics, makina odziyimira pawokha, kuyang'anitsitsa mwanzeru,ndi mafakitale automation. Sizinthu zokhazokha-Jetson amabweranso ndi chitukuko chokwanira chomwe chimathandizira ZOSIYANA, PyTorch,ndi TensorFlow, kulola magulu kuti achoke pa prototype kupita ku kutumizidwa mosavuta.

Kwa matimu oika patsogolo Chidziwitso cha AI, kuchedwa kochepa,ndi compact hardware, Jetson imapereka komwe nsanja zachikhalidwe za x86 nthawi zambiri zimasowa.

IV. Kusiyana Kwakukulu Kwaukadaulo

Kumvetsa kusiyana kwaukadaulo pakati pa x86 ndi NVIDIA Jetson ndikofunikira posankha nsanja yoyenera machitidwe ophatikizidwa kapena mapulogalamu a m'mphepete mwa AI. Ngakhale nsanja zonse zimagwira ntchito zamphamvu pamakompyuta amakono, mapangidwe awo amkati ndi zolinga zake zimasiyana kwambiri.

1. Zomangamanga za CPU

• x86 mapurosesa ntchito a CISC (Complex Instruction Set Computing) chitsanzo, kulola malangizo ambiri pa kuzungulira. Izi zimawapangitsa kukhala abwino pamakompyuta azinthu zonse komanso kugwiritsa ntchito zakale.

• Jetsons ma module amapangidwa Zomangamanga za ARM, amene amatsatira a RISC (Kuchepetsa Malangizo Okhazikika Pakompyuta) njira-yokongoletsedwa kuti ikhale yogwiritsa ntchito mphamvu komanso yosavuta, yofulumira.

2. Kuthamanga kwa GPU

• NVIDIA Jetson imawala mu magwiridwe antchito a GPU, chifukwa cha kuphatikiza kwake Ma GPU okhoza CUDA zomwe zidapangidwira Chidziwitso cha AI, kuphunzira mozama,ndi kufanana processing.

• Pamene ena x86 nsanja perekani zosankha zamtundu wa GPU, nthawi zambiri zimadya mphamvu zambiri ndipo zimafuna kuziziritsa mwachangu.

3. Mphamvu ndi Kutentha Kwambiri

• Ma module a Jetson amapangidwira makamaka kugwiritsa ntchito mphamvu zochepa, nthawi zambiri imagwira ntchito mu 5-30W osiyanasiyana, kuloleza zojambula zopanda pake.

• Makina a x86, makamaka omwe ali ndi ma CPU apamwamba, amatha kupitilira mosavuta 60W TDP, kuwapangitsa kukhala osayenerera kutumizidwa kwa mafoni kapena kutengera mphamvu.

4. Fomu Factor ndi Integration

• Jetson board ndi machitidwe-pa-module (SoMs), yokhazikika komanso yopangidwa kuti igwiritsidwe ntchito.

• x86 matabwa amasiyana Mini-ITX ku zazikulu ATX mafomu, kupereka zambiri kukula koma kutenga malo ochulukirapo.

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