TensorFlow ilayibrari yomthombo ovulekileyo wokufunda umatshini wokusetyenziswa kwamanani kwiigrafu zokuhamba kwedatha. Iphuhliswe nguGoogle (ngakumbi liqela leBongo likaGoogle), ekhutshwe phantsi kwelayisensi ye-Apache 2.0 kwaye yabhalwa kwi-C ++ kunye nePython ngendlela eya kuthi isebenze kumaqonga awahlukeneyo: iLinux, Windows kunye neMac. Iprojekthi eyaziwa kakhulu kuninzi lwabantu abangabandakanyekanga kule nkalo, kodwa inyaniso kukuba inomdla kakhulu.
Injongo yale projekthi kukwakha nokuqeqesha uthungelwano lwe-neural ukudala i-AI ekwaziyo ukufumanisa kunye nokucacisa iipateni kunye nokulungelelaniswa, ukufunda nokuqiqa. Ngoku isetyenziswa kwezinye iiprojekthi, nangona eyona nto isetyenziselwa uninzi luphando. Ekuqaleni yayisetyenziswe ngaphakathi kuphela kwinkampani ye-injini yokukhangela, kodwa kamva yapapashwa ngokuvulekileyo ngoNovemba 2015 njengoko yayiyi-generic ngokwaneleyo ukuba isetyenziswe kwezinye iindawo. NgoFebruwari 2017 ifikelele kwinguqulo ye-1.0 kwaye iyaqhubeka nokuphuhliswa kwayo ngokukhawuleza kunye neminikelo evela kuGoogle kunye noluntu olunegalelo. I-TensorFlow inokuqhutywa yi I-GPU kunye ne-CPU, nkqu nakwiiplatifti ezihambahambayo nezihlanganisiweyo (ezigxunyekwe), nokuba zenziwe nge-tensor okanye i-TPU processing units, oko kukuthi, izixhobo ezithile zokwenza imisebenzi yemathematika yolu hlobo.
Ukongeza, kubaphuhlisi bezicelo ezisekwe kwiTensorFlow, kukho API Inqanaba eliphezulu ukuba kunye nemizobo yekhompyuter ivumela imeko-bume enobuntu kwaye eguqukayo yokuphuhlisa amandla anamandla ngaphakathi kwesakhelo semveliso. Ke ndiyathemba ukuba phantse aba-1000 basebenzisana nabangaphandle abasebenza kunye nekhowudi kunye nabangaphakathi bangaqhubeka nokuphuhlisa le projekthi inomdla engasisebenzisiyo kuninzi lwabasebenzisi abaqhelekileyo, kodwa ngendlela engathanga ngqo enokusinceda ...