Ni iyihe SoC nziza ku mishinga ya AI? (Ubuyobozi Budafite Ubuswa)

Rero, uribaza uti, ni iyihe SoC nziza ku mishinga ya AI? Ni ikibazo cyoroshye cyane gifite ibisubizo byinshi bishoboka. Kuko "ibyiza" biterwa n'uwo uri we, icyo urimo kubaka, aho ugikoresha, n'ingano y'ingufu z'umuriro ukeneye muri ako gace gato ka silikoni.

Birashoboka ko utabireba kuri Google gusa. Wenda uri gukora ibishushanyo mbonera bya sensor, cyangwa urimo uhindura urubuga rwa robotics, cyangwa ugerageza kumenya ibintu ku nkengero. Uko byagenda kose, tuzabisuzuma.

Ingingo ushobora gukunda gusoma nyuma y'iyi:

🔗 Ibikoresho bya AI bya DevOps - Ibyiza kurusha ibindi byose.
Shaka ibikoresho byiza bya AI bihindura imikorere ya DevOps, kuva kuri CI/CD kugera ku gukurikirana no gusubiza impanuka.

🔗 Ni ubuhe buryo bwiza bwo gukora porogaramu za AI? – Abajyanama ba AI bakomeye mu gukora porogaramu za AI
Icyegeranyo cy’abajyanama ba AI bakomeye cyane mu gukora porogaramu za AI kugira ngo bagufashe kwandika, gusuzuma no gukosora amakosa mu buryo bwihuse.

🔗 Ibikoresho byo Gupima Ubuhanga bwa AI – Ibisubizo byiza cyane bikoresha AI mu mutekano w’ikoranabuhanga.
Suzuma ibikoresho bikomeye bya AI byo gupima ubuhanga bwa AI no kugaragaza intege nke ziterwa no kwiga imashini.

Tegereza, Subira inyuma: SoC ya AI ni iki?

Reka dushyireho urwego. SoC , cyangwa System on Chip, ni paki nto irimo byinshi mu byo wasangaga kuri motherboard yuzuye - CPU, GPU, memory, rimwe na rimwe ndetse n'icyuma gitunganya imikorere y'imitsi - byose byagabanutse bigahinduka igice kimwe cya silicon.

Kuki abakora porogaramu za AI bagomba kubyitaho? Kubera ko SoCs zikoresha moderi zawe mu gace utuyemo . Nta bicu, nta gutinda, nta "gutunganya" spinner y'ibyago. Uyiha moderi ya TensorFlow Lite cyangwa PyTorch yohereza hanze, kandi igatera imbere - ikora neza mu gihe nyacyo. Ni nziza kuri drones, kamera zigezweho, imyenda, ibikoresho byo mu ruganda, ubivuze.

None se… Ni iyihe SoC nziza kuri AI?

Nta muntu utsinda muri rusange hano. SoC zitandukanye ziganje mu nzira zitandukanye. Reka turebere hamwe izifite akamaro:

🧠 Urutonde rwa NVIDIA Jetson Orin

Ikoreshwa: Robotike, drones, mudasobwa ifite ubushobozi bwo kureba neza
Niba ukeneye imbaraga zikomeye kandi ntugire ikibazo cyo kuzishyura, Jetson Orin niwe ukunda cyane. Ubona CUDA cores, TensorRT optimization, inkunga y'ama frameworks yose akunzwe, kandi mu by'ukuri, ni byo amakipe menshi ya robotike yo mu isi nyayo arimo gukoresha ubu.

Ariko ibuka: ibi si iby'umushinga wawe usanzwe. Orin boards zishobora gukoresha $500+ byoroshye. Nubwo bimeze bityo, niba porogaramu yawe ikeneye gukoresha moderi nyinshi zo kureba cyangwa gucunga uburyo bwo kubona ibintu byihuse, uyu niwe muntu wawe.

🪶 Google Coral Dev Board / SoM (Edge TPU)

Ikoreshwa: Incamake yoroheje, icyerekezo
cya Coral kidasanzwe mu buryo bwiza. Ishusho nto, ikoreshwa ry'ingufu nke, kandi yakozwe neza kuri TensorFlow Lite. Niba ushaka gusa gushyira icyerekezo gito kuri kioski cyangwa kamera maze "ikayikora neza," Coral iragoye kuyitsinda.

Inzitizi? Yego. Ntabwo ikunda abanyamideli banini, kandi akenshi uba urimo gufata TFLite keretse niba ushaka guhangana n'abahinduranya.

👓 Snapdragon XR2 Gen 2 (Qualcomm)

Ikoreshwa: Indorerwamo za AR, roboti zigendanwa, amajwi ya AI
. XR2 ifite imbaraga nyinshi. Ni chip iri muri Quest 3 ya Meta n'ama-headset make yo mu nganda. Ifite imitsi ya AI 45, 5G irimo, hamwe n'ubufasha bwiza bwa SDK, niba witeguye kuba mu isi y'abakora porogaramu za Qualcomm.

Iyi si Raspberry Pi yasimbura. Ni iyo ibicuruzwa byawe ari ibikoresho, nk'indorerwamo zigezweho cyangwa roboti zifatanye.

🍏 Apple M4 (Vision Pro, MacBooks, iPads vuba)

Ikoreshwa: Uburyo bwo gukora porogaramu ya AI ishingiye kuri Mac, ibikoresho byo guhanga udushya, gutunganya porogaramu imbonankubone
Umukino wa Apple wa SoC uri ku rundi rwego niba urimo kubaka ibidukikije byabo. Hamwe n'ububiko buhuriweho, ibice bikoresha neza cyane, hamwe no kwihutisha CoreML, ikora porogaramu ya AI nk'inzozi, cyane cyane icyerekezo, inyandiko, n'indimi.

Ibyo ari byo byose, ni Apple. Sandbox irakomeye. Ntukitege ko ONNX yawe izagufasha kuyikoresha neza. Ariko niba uri mu murongo wa Mac, ni nziza cyane.

🔓 Kendryte K510 / K230 (RISC-V)

Ikoreshwa: Ubuhanga bwo gukora imbuga za mudasobwa zikoresha ikoranabuhanga rya AI, amasoko ari kuzamuka, inganda zigezweho
. Ntabwo ari nziza cyane. Ntabwo bihenze. Ariko ni byiza. Izi SoC zishingiye kuri RISC-V zo muri Canaan zirimo kwiyongera mu Bushinwa no mu bice bimwe na bimwe by'Amajyepfo y'Uburasirazuba bwa Aziya. Ubona inkunga nziza ya NPU, icyerekezo cy'ibanze, n'ubwubatsi bufunguye butuma wumva umeze neza niba ukomoka mu isi ya Arm cyangwa x86 ifunze.

Abantu Bazwi Bakwiye Kuvugwaho Byihuse

• MediaTek Dimensity – ikoresha telefoni nyinshi za smart AI muri Aziya

• Rockchip RK3588 - ihendutse kandi ishimishije ku byapa, ku maduka, no ku ma kiosks

• Samsung Exynos Auto – ifite ubuhanga bwo gukora ibiyobyabwenge (AI) ku modoka, cyane cyane muri Koreya

None se… Uhitamo ute?

Reka tubicemo ibice dukurikije intego:

Kandi ntukibagirwe imiterere y'isi. Amategeko agenga ibicuruzwa byinjizwa mu gihugu, inama z'ubufasha, n'ibirarane byo kohereza ibicuruzwa byose bishobora kwangiza umurongo ngenderwaho wawe. Urugero:

• Ibibaho bya Jetson ntibyoroshye kubibona mu bice bimwe na bimwe by'Ubushinwa

• Imigabane ya Coral irahindagurika mu Bwongereza

• Kendryte ntaho abarizwa muri Amerika ya Ruguru

Buri gihe, banza urebe akarere kawe mbere yo kugura ibikoresho 10 by’ikoranabuhanga.

None se, ni iyihe SoC nziza ku mishinga ya AI? Biterwa. Ariko dore urupapuro rw'uburiganya:

• Kubaka robo ziremereye, amakiosiki, cyangwa kamera zigezweho? → Jetson Orin

• Ukeneye ikintu gihendutse kandi cyihuse cyo gukora prototype? → Korali

• Ukora AR, ibikoresho byo kwambara, cyangwa AI yo mu mubiri? → Snapdragon XR2 cyangwa Apple M4

• Urashaka kuguma ufunguye kandi ugire icyo ukora? → Kendryte

Uko wahitamo kose, tangira ku ntoya. Koresha moderi nke. Gerageza igitekerezo cyawe ku muhangayiko. SoC "nziza" ni iyo ushobora kugura, kohereza no kuyigura uticuza.

Shaka ubuhanga bwa AI bugezweho mu iduka ryemewe rya AI Assistant Store