Polymatica Analytics поддерживает использование архитектуры параллельных вычислений CUDA для повышения вычислительной производительности. Ускорение работы обеспечивается за счет того, что часть операций выполняется на GPU вместо CPU.
CUDA используется в Polymatica Analytics для следующих операций:
1. Перемещение размерностей
2. Сортировка фактов
3. Перестроение индексов размерности
Ограничения в использовании CUDA Размер памяти для факта или размерности не может превышать объем памяти GPU. Если потребуется больше памяти, операция не запустится на GPU, а будет выполнена обычная операция на CPU. На архитектуре процессора PowerPC расчеты на GPU запускаются только для сортировки фактов. |
Используемая версия CUDA 11.6 совместима с драйверами Nvidia серии R470 (от 470 до 529 включительно).
Список GPU с поддержкой CUDA для Linux x86-64:
| Driver | CUDA | GPU |
|---|
| 470.256 | 11.6 | GeForce RTX 3080 Ti Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3080 Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3070 Ti Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3070 Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3060 Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3050 Ti Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3050 Laptop GPU | | 470.256 | 11.6 | GeForce RTX 3090 Ti | | 470.256 | 11.6 | GeForce RTX 3090 | | 470.256 | 11.6 | GeForce RTX 3080 Ti | | 470.256 | 11.6 | GeForce RTX 3080 | | 470.256 | 11.6 | GeForce RTX 3070 Ti | | 470.256 | 11.6 | GeForce RTX 3070 | | 470.256 | 11.6 | GeForce RTX 3060 Ti | | 470.256 | 11.6 | GeForce RTX 3060 | | 470.256 | 11.6 | GeForce RTX 3050 | | 470.256 | 11.6 | GeForce RTX 2080 SUPER | | 470.256 | 11.6 | GeForce RTX 2080 | | 470.256 | 11.6 | GeForce RTX 2070 SUPER | | 470.256 | 11.6 | GeForce RTX 2070 | | 470.256 | 11.6 | GeForce RTX 2060 | | 470.256 | 11.6 | GeForce RTX 2050 | | 470.256 | 11.6 | GeForce RTX 2080 Ti | | 470.256 | 11.6 | GeForce RTX 2080 SUPER | | 470.256 | 11.6 | GeForce RTX 2080 | | 470.256 | 11.6 | GeForce RTX 2070 SUPER | | 470.256 | 11.6 | GeForce RTX 2070 | | 470.256 | 11.6 | GeForce RTX 2060 SUPER | | 470.256 | 11.6 | GeForce RTX 2060 | | 470.256 | 11.6 | GeForce MX570 | | 470.256 | 11.6 | GeForce MX550 | | 470.256 | 11.6 | GeForce MX450 | | 470.256 | 11.6 | GeForce MX350 | | 470.256 | 11.6 | GeForce MX330 | | 470.256 | 11.6 | GeForce MX250 | | 470.256 | 11.6 | GeForce MX230 | | 470.256 | 11.6 | GeForce MX100 Series (Notebook) | | 470.256 | 11.6 | GeForce MX150 | | 470.256 | 11.6 | GeForce MX130 | | 470.256 | 11.6 | GeForce MX110 | | 470.256 | 11.6 | GeForce GTX 1660 Ti | | 470.256 | 11.6 | GeForce GTX 1650 Ti | | 470.256 | 11.6 | GeForce GTX 1650 | | 470.256 | 11.6 | GeForce GTX 1660 SUPER | | 470.256 | 11.6 | GeForce GTX 1650 SUPER | | 470.256 | 11.6 | GeForce GTX 1660 Ti | | 470.256 | 11.6 | GeForce GTX 1660 | | 470.256 | 11.6 | GeForce GTX 1650 | | 470.256 | 11.6 | GeForce GTX 1080 Ti | | 470.256 | 11.6 | GeForce GTX 1080 | | 470.256 | 11.6 | GeForce GTX 1070 Ti | | 470.256 | 11.6 | GeForce GTX 1070 | | 470.256 | 11.6 | GeForce GTX 1060 | | 470.256 | 11.6 | GeForce GTX 1050 Ti | | 470.256 | 11.6 | GeForce GTX 1050 | | 470.256 | 11.6 | GeForce GT 1030 | | 470.256 | 11.6 | GeForce GT 1010 | | 470.256 | 11.6 | GeForce GTX 1080 | | 470.256 | 11.6 | GeForce GTX 1070 | | 470.256 | 11.6 | GeForce GTX 1060 | | 470.256 | 11.6 | GeForce GTX 1050 Ti | | 470.256 | 11.6 | GeForce GTX 1050 | | 470.256 | 11.6 | GeForce GTX 980 Ti | | 470.256 | 11.6 | GeForce GTX 980 | | 470.256 | 11.6 | GeForce GTX 970 | | 470.256 | 11.6 | GeForce GTX 960 | | 470.256 | 11.6 | GeForce GTX 950 | | 470.256 | 11.6 | GeForce GTX 980 | | 470.256 | 11.6 | GeForce GTX 980M | | 470.256 | 11.6 | GeForce GTX 970M | | 470.256 | 11.6 | GeForce GTX 965M | | 470.256 | 11.6 | GeForce GTX 960M | | 470.256 | 11.6 | GeForce GTX 950M | | 470.256 | 11.6 | GeForce 945M | | 470.256 | 11.6 | GeForce 940MX | | 470.256 | 11.6 | GeForce 930MX | | 470.256 | 11.6 | GeForce 920MX | | 470.256 | 11.6 | GeForce 940M | | 470.256 | 11.6 | GeForce 930M | | 470.256 | 11.6 | GeForce GTX 860M | | 470.256 | 11.6 | GeForce GTX 850M | | 470.256 | 11.6 | GeForce 845M | | 470.256 | 11.6 | GeForce 840M | | 470.256 | 11.6 | GeForce 830M | | 470.256 | 11.6 | GeForce GTX 780 Ti | | 470.256 | 11.6 | GeForce GTX 780 | | 470.256 | 11.6 | GeForce GTX 770 | | 470.256 | 11.6 | GeForce GTX 760 | | 470.256 | 11.6 | GeForce GTX 760 Ti (OEM) | | 470.256 | 11.6 | GeForce GTX 750 Ti | | 470.256 | 11.6 | GeForce GTX 750 | | 470.256 | 11.6 | GeForce GTX 745 | | 470.256 | 11.6 | GeForce GT 740 | | 470.256 | 11.6 | GeForce GT 730 | | 470.256 | 11.6 | GeForce GT 720 | | 470.256 | 11.6 | GeForce GT 710 | | 470.256 | 11.6 | GeForce GTX 690 | | 470.256 | 11.6 | GeForce GTX 680 | | 470.256 | 11.6 | GeForce GTX 670 | | 470.256 | 11.6 | GeForce GTX 660 Ti | | 470.256 | 11.6 | GeForce GTX 660 | | 470.256 | 11.6 | GeForce GTX 650 Ti BOOST | | 470.256 | 11.6 | GeForce GTX 650 Ti | | 470.256 | 11.6 | GeForce GTX 650 | | 470.256 | 11.6 | GeForce GTX 645 | | 470.256 | 11.6 | GeForce GT 640 | | 470.256 | 11.6 | GeForce GT 635 | | 470.256 | 11.6 | GeForce GT 630 | | 470.256 | 11.6 | GeForce GT 640M LE | | 470.256 | 11.6 | NVIDIA TITAN RTX | | 470.256 | 11.6 | NVIDIA TITAN V | | 470.256 | 11.6 | NVIDIA TITAN Xp | | 470.256 | 11.6 | NVIDIA TITAN X (Pascal) | | 470.256 | 11.6 | GeForce GTX TITAN X | | 470.256 | 11.6 | GeForce GTX TITAN | | 470.256 | 11.6 | GeForce GTX TITAN Black | | 470.256 | 11.6 | GeForce GTX TITAN Z | | 470.256 | 11.6 | NVIDIA RTX A6000 | | 470.256 | 11.6 | NVIDIA RTX A5000 | | 470.256 | 11.6 | NVIDIA RTX A4500 | | 470.256 | 11.6 | NVIDIA RTX A4000 | | 470.256 | 11.6 | NVIDIA RTX A2000 12GB | | 470.256 | 11.6 | NVIDIA RTX A2000 | | 470.256 | 11.6 | NVIDIA T1000 8GB | | 470.256 | 11.6 | NVIDIA T1000 | | 470.256 | 11.6 | NVIDIA T600 | | 470.256 | 11.6 | NVIDIA T400 4GB | | 470.256 | 11.6 | NVIDIA T400 | | 470.256 | 11.6 | NVIDIA RTX A5500 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A5000 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A4500 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A4000 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A3000 12GB Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A3000 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A2000 8GB Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A2000 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A1000 Laptop GPU | | 470.256 | 11.6 | NVIDIA RTX A500 Laptop GPU | | 470.256 | 11.6 | NVIDIA T1200 Laptop GPU | | 470.256 | 11.6 | NVIDIA T600 Laptop GPU | | 470.256 | 11.6 | NVIDIA T550 Laptop GPU | | 470.256 | 11.6 | NVIDIA T500 | | 470.256 | 11.6 | Quadro RTX 8000 | | 470.256 | 11.6 | Quadro RTX 6000 | | 470.256 | 11.6 | Quadro RTX 5000 | | 470.256 | 11.6 | Quadro RTX 4000 | | 470.256 | 11.6 | Quadro RTX 3000 | | 470.256 | 11.6 | Quadro RTX 6000 | | 470.256 | 11.6 | Quadro GV100 | | 470.256 | 11.6 | Quadro GP100 | | 470.256 | 11.6 | Quadro P6000 | | 470.256 | 11.6 | Quadro P5200 | | 470.256 | 11.6 | Quadro P5000 | | 470.256 | 11.6 | Quadro P4000 | | 470.256 | 11.6 | Quadro P2200 | | 470.256 | 11.6 | Quadro P2000 | | 470.256 | 11.6 | Quadro P1000 | | 470.256 | 11.6 | Quadro P620 | | 470.256 | 11.6 | Quadro P600 | | 470.256 | 11.6 | Quadro P400 | | 470.256 | 11.6 | Quadro M6000 24GB | | 470.256 | 11.6 | Quadro M6000 | | 470.256 | 11.6 | Quadro M5000 | | 470.256 | 11.6 | Quadro M4000 | | 470.256 | 11.6 | Quadro M2000 | | 470.256 | 11.6 | Quadro K6000 | | 470.256 | 11.6 | Quadro K5200 | | 470.256 | 11.6 | Quadro K5000 | | 470.256 | 11.6 | Quadro K4000 | | 470.256 | 11.6 | Quadro K4200 | | 470.256 | 11.6 | Quadro K2200 | | 470.256 | 11.6 | Quadro K2000 | | 470.256 | 11.6 | Quadro K2000D | | 470.256 | 11.6 | Quadro K1200 | | 470.256 | 11.6 | Quadro K620 | | 470.256 | 11.6 | Quadro K600 | | 470.256 | 11.6 | Quadro K420 | | 470.256 | 11.6 | Quadro 410 | | 470.256 | 11.6 | Quadro T2000 | | 470.256 | 11.6 | Quadro T1000 | | 470.256 | 11.6 | Quadro P5200 | | 470.256 | 11.6 | Quadro P5000 | | 470.256 | 11.6 | Quadro P4200 | | 470.256 | 11.6 | Quadro P3200 | | 470.256 | 11.6 | Quadro P4000 | | 470.256 | 11.6 | Quadro P3000 | | 470.256 | 11.6 | Quadro P2000 | | 470.256 | 11.6 | Quadro P1000 | | 470.256 | 11.6 | Quadro P600 | | 470.256 | 11.6 | Quadro P520 | | 470.256 | 11.6 | Quadro P500 | | 470.256 | 11.6 | Quadro M2200 | | 470.256 | 11.6 | Quadro M1200 | | 470.256 | 11.6 | Quadro M620 | | 470.256 | 11.6 | Quadro M520 | | 470.256 | 11.6 | Quadro M5500 | | 470.256 | 11.6 | Quadro M5000M | | 470.256 | 11.6 | Quadro M4000M | | 470.256 | 11.6 | Quadro M3000M | | 470.256 | 11.6 | Quadro M2000M | | 470.256 | 11.6 | Quadro M1000M | | 470.256 | 11.6 | Quadro M600M | | 470.256 | 11.6 | Quadro M500M | | 470.256 | 11.6 | Quadro K2200M | | 470.256 | 11.6 | Quadro K620M | | 470.256 | 11.6 | Quadro P5000 | | 470.256 | 11.6 | Quadro P3000 | | 470.256 | 11.6 | Quadro M5000 SE | | 470.256 | 11.6 | Quadro M3000 SE | | 470.256 | 11.6 | NVS 810 | | 470.256 | 11.6 | NVS 510 | | 470.256 | 11.6 | GRID K520 | | 470.256 | 11.6 | NVS 810 | | 470.256 | 11.6 | NVS 510 |
|
В списке не представлены серверные GPU и GPU для центров обработки данных.