ROCm yog lub platform qhib rau kev ua haujlwm siab ntawm GPUs uas yog "UNIX lub tswv yim ntawm kev xaiv, minimalism thiab modularity ntawm software txhim kho hauv ib puag ncig GPU" [1]. ROCm txhawb kev sib koom ua ke ntawm ntau hom lus programming rau kev yooj yim ntawm ob tus neeg tsim khoom siv ROCm hauv lawv cov haujlwm thiab cov neeg siv siv ROCm rau tus kheej lub hom phiaj.
Cov kev hloov pauv tseem ceeb hauv ROCm 3.3.0 tso tawm:
- Cov neeg siv tuaj yeem nruab thiab siv cov khoom sib txawv ntawm cov cuab yeej ib txhij (yav tas los, tsuas yog ib qho version muaj rau kev teeb tsa thiab siv).
- Ntxiv muaj nuj nqi los muab cov ntaub ntawv hais txog cov txheej txheem GPU. API thiab CLI tuaj yeem siv tau kom tau txais cov ntaub ntawv.
- Ntxiv kev txhawb nqa rau 3D Pooling Layers, uas tso cai rau koj khiav 3D convolutional networks, piv txwv li, ResNext3D, ntawm AMD Radeon Instinct GPUs.
- Kev txhim kho tau ua rau ONNX neural network pauv hom. Ntxiv kev txhawb nqa rau cov qauv kawm ua ntej hauv cov qauv hauv qab no: ONNX, NNEF thiab Caffe.
- Ib tug xov tooj ntawm yav dhau los siv Code Object Manager (Comgr) nta tau raug tshaj tawm tias tsis muaj kev txhawb nqa.
Raws li niaj hnub no, ROCm tseem tsis tau lees paub AMD APUs (AMD kev sib xyaw GPUs), txawm hais tias lawv suav nrog hauv cov qauv ntawm cov tsav tsheb thiab hauv ROCm OpenCL runtime. Cia siab tias Navi architecture GPU txhawb nqa kuj tsis suav nrog hauv kev tso tawm.
[1] ROCm cov ntaub ntawvTau qhov twg los: linux.org.ru ua