Menene Injin Neural akan Apple Silicon Macs don?

Lokacin da Apple ya sauya daga na'urorin sarrafa Intel zuwa nasa mafita a cikin nau'in Apple Silicon chips don kwamfutocinsa, ya inganta aiki sosai da amfani da kuzari. Ko da a lokacin gabatar da kanta, ya haskaka manyan na'urori masu sarrafawa, waɗanda tare suka samar da guntu gabaɗaya kuma suna bayan iyawar sa. Tabbas, a wannan yanayin muna nufin CPU, GPU, Injin Neural da ƙari. Yayin da ake san aikin CPU da GPU gabaɗaya, wasu masu amfani da Apple har yanzu ba a san abin da ainihin Injin Neural ke amfani da shi ba.

Giant ɗin Cupertino a Apple Silicon ya dogara ne akan guntuwar sa don iPhone (A-Series), waɗanda ke sanye da kusan na'urori iri ɗaya, gami da Injin Neural da aka ambata. Duk da haka, ba ko da na'ura daya ne gaba daya bayyana ainihin abin da ake amfani da shi da kuma dalilin da ya sa muke bukatar ta kwata-kwata. Duk da yake mun bayyana sarai game da wannan don CPU da GPU, wannan ɓangaren ya fi ko žasa ɓoye, yayin da yake tabbatar da mahimman matakai a bango.

Me yasa yana da kyau a sami Injin Jijiya

Amma bari mu ba da haske game da mahimmanci ko ainihin abu mai kyau cewa Macs ɗinmu tare da kwakwalwan kwamfuta na Apple Silicon suna sanye da na'urar sarrafa injin Neural na musamman. Kamar yadda ka sani, wannan sashe na musamman don aiki tare da basirar wucin gadi da koyan inji. Amma shi kansa ba sai ya bayyana da yawa ba. Koyaya, idan za mu taƙaita shi gabaɗaya, zamu iya cewa na'urar tana aiki don haɓaka ayyukan da suka dace, wanda ke sa aikin GPU na al'ada ya fi sauƙi kuma yana hanzarta duk aikinmu akan kwamfutar da aka bayar.

Wannan shine yadda Apple ya gabatar da guntun M1

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Musamman, ana amfani da Injin Neural don ayyuka masu alaƙa, wanda, a kallon farko, ba ya bambanta ta kowace hanya da na al'ada. Wannan na iya zama nazarin bidiyo ko tantance murya. A irin waɗannan yanayi, koyan na'ura yana shiga cikin wasa, wanda a iya fahimta yana buƙatar aiki da amfani da kuzari. Don haka babu shakka ba zai cutar da samun mataimaki mai aiki da mai da hankali kan wannan batu ba.

M1 guntu da manyan abubuwan da ke ciki

Haɗin kai tare da Core ML

Tsarin Core ML na Apple shima yana tafiya hannu da hannu tare da na'ura mai sarrafa kanta. Ta hanyarsa, masu haɓakawa za su iya aiki tare da ƙirar koyon injin kuma ƙirƙirar aikace-aikace masu ban sha'awa waɗanda za su yi amfani da duk albarkatun da ke akwai don ayyukansu. A kan iPhones na zamani da Macs tare da kwakwalwan Apple Silicon, Injin Neural zai taimaka musu a cikin wannan. Bayan haka, wannan kuma shine ɗayan dalilan (ba kawai) dalilin da yasa Macs ke da kyau da ƙarfi a fannin aiki tare da bidiyo. A irin wannan yanayin, ba su dogara kawai akan aikin na'ura mai hoto ba, amma kuma suna samun taimako daga Injin Neural ko wasu injunan watsa labarai don haɓaka bidiyo na ProRes.

Ana amfani da tsarin Core ML don koyon inji a aikace-aikace iri-iri

Injin Jijiya a aikace

A sama, mun riga mun zana abin da ainihin Injin Neural ake amfani da shi. Baya ga aikace-aikacen da ke aiki tare da koyon injin, shirye-shiryen gyara bidiyo ko tantance murya, za mu yi maraba da iyawar sa, misali, a cikin Hotunan aikace-aikacen asali. Idan kuna amfani da aikin Rubutu kai tsaye lokaci zuwa lokaci, lokacin da zaku iya kwafin rubutu daga kowane hoto, Injin Neural yana bayansa.