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.