I-PyTorch, uhlaka lokufunda lomshini oludumile, luthuthukisiwe lwaba yinguqulo engu-1.5.0. Lokhu kukhishwa kuhlanganisa izengezo ezinkulu ezimbalwa kanye nentuthuko ku-API, okuhlanganisa:
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I-C++ API, ebithathwa njengokuhlola ngaphambilini, isizinzile ekugcineni. Abasebenzisi manje sebengakwazi ukuhumusha kalula amamodeli abo ukusuka ku-Python API ukuya ku-C++ API.
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Iphakheji ye-torch.distributed.rpc isizinzisiwe, ihlinzeka ngamakhono amakhulu ekufundeni okusabalalisiwe, okuhlanganisa ukubala okuzenzakalelayo kwama-gradient kanye nokubuyekezwa kwamapharamitha angamamodeli.
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I-torch_xla ebuyekeziwe, iphakheji esebenzisa i-XLA compiler ukusheshisa amamodeli okuqeqesha kuma-TPU amafu.
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I-torcaudio, i-torchvision kanye namaphakheji wombhalo we-torch nawo abuyekeziwe, ahlinzeka ngamathuluzi okuthuthukisa amamodeli acubungula idatha yomsindo, imifanekiso kanye nemibhalo.
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I-Python 2 ayisasekelwa. Konke okunye ukuthuthukiswa kuzokwenzelwa iPython 3 kuphela.
Source: linux.org.ru