I-ROCm iyinkundla evulekile yokwenza ikhompuyutha esebenza kahle kakhulu kuma-GPU ephethe “ifilosofi ye-UNIX yokuzikhethela, i-minimalism kanye nemodularity yokuthuthukiswa kwesofthiwe endaweni ye-GPU” [1]. I-ROCm isekela ukuhlanganiswa kwezilimi eziningi zokuhlela ukuze kube lula kubo bobabili onjiniyela abasebenzisa i-ROCm kumaphrojekthi abo nabasebenzisi abasebenzisa i-ROCm ngezinjongo zomuntu siqu.
Izinguquko ezinkulu ekukhishweni kwe-ROCm 3.3.0:
- Abasebenzisi bangafaka futhi basebenzise izinguqulo ezihlukene zekhithi yamathuluzi ngesikhathi esisodwa (phambilini, inguqulo eyodwa kuphela ebitholakala ukuze ifakwe futhi isetshenziswe).
- Umsebenzi owengeziwe ukuze unikeze ulwazi mayelana nenqubo ye-GPU. I-API ne-CLI ingasetshenziswa ukuthola ulwazi.
- Usekelo olungeziwe lwezendlalelo ze-3D Pooling, ezikuvumela ukuthi usebenzise amanethiwekhi okuguqulwa kwe-3D, isibonelo, i-ResNext3D, kuma-AMD Radeon Instinct GPUs.
- Ukuthuthukiswa kwenziwe kufomethi yokushintshisana yenethiwekhi ye-ONNX ye-neural. Ukwesekwa okwengeziwe kwamamodeli aqeqeshwe kusengaphambili ngamafomethi alandelayo: I-ONNX, NNEF neCaffe.
- Inombolo yezici ezisetshenziswe ngaphambilini ze-Code Object Manager (Comgr) kuthiwe azisekelwe.
Kusukela namuhla, i-ROCm namanje ayikawasekeli ngokusemthethweni ama-AMD APU (ama-GPU ahlanganisiwe e-AMD), nakuba afakiwe ezinguqulweni ezikhuphuka nomfula zabashayeli kanye nesikhathi sokusebenza se-ROCm OpenCL. Ukusekelwa kwe-GPU ye-Navi elindelwe yezakhiwo nakho akuzange kufakwe ekukhishweni.
[1] Imibhalo ye-ROCmSource: linux.org.ru