ืขืกืงื” ืฉืœ 6,9 ืžื™ืœื™ืืจื“ ื“ื•ืœืจ: ืžื“ื•ืข ืžืคืชื— GPU ืงื•ื ื” ื™ืฆืจืŸ ืฆื™ื•ื“ ืจืฉืช

ืœืื—ืจื•ื ื” ื”ืชืงื™ื™ืžื” ื”ืขืกืงื” ื‘ื™ืŸ Nvidia ืœืžืœืื ื•ืงืก. ืื ื—ื ื• ืžื“ื‘ืจื™ื ืขืœ ื”ืชื ืื™ื ื”ืžื•ืงื“ืžื™ื ื•ื”ื”ืฉืœื›ื•ืช.

ืขืกืงื” ืฉืœ 6,9 ืžื™ืœื™ืืจื“ ื“ื•ืœืจ: ืžื“ื•ืข ืžืคืชื— GPU ืงื•ื ื” ื™ืฆืจืŸ ืฆื™ื•ื“ ืจืฉืช
ืชืžื•ื ื•ืช - Cecetay - CC BY-SA 4.0

ืžื” ืขืกืงื”

ืžืœืื ื•ืงืก ืคืขื™ืœื” ืžืื– 1999. ื›ื™ื•ื ื”ื™ื ืžื™ื•ืฆื’ืช ืขืœ ื™ื“ื™ ืžืฉืจื“ื™ื ื‘ืืจื”"ื‘ ื•ื‘ื™ืฉืจืืœ, ืืš ืคื•ืขืœืช ื‘ืžื•ื“ืœ ื—ืกืจ ืื’ื“ื•ืช - ืื™ืŸ ืœื” ื™ื™ืฆื•ืจ ืžืฉืœื” ื•ื”ื™ื ืžื‘ืฆืขืช ื”ื–ืžื ื•ืช ืขื ื—ื‘ืจื•ืช ืฆื“ ืฉืœื™ืฉื™, ืœืžืฉืœ. TSMC. ืžืœืื ื•ืงืก ืžื™ื™ืฆืจืช ืžืชืืžื™ื ื•ืžืชื’ื™ื ืœืจืฉืชื•ืช ืžื”ื™ืจื•ืช ื”ืžื‘ื•ืกืกื•ืช ืขืœ ืคืจื•ื˜ื•ืงื•ืœื™ Ethernet ื•ืžื”ื™ืจื•ืช ื’ื‘ื•ื”ื”. ืื™ื ืคื™ื ื™ื‘ื ื“.

ืื—ื“ ื”ืชื ืื™ื ื”ืžื•ืงื“ืžื™ื ืœืขืกืงื” ื”ื•ื ื”ืื™ื ื˜ืจืก ื”ืžืฉื•ืชืฃ ืฉืœ ื”ื—ื‘ืจื•ืช ื‘ืชื—ื•ื ืžื—ืฉื•ื‘ ื‘ื™ืฆื•ืขื™ื ื’ื‘ื•ื”ื™ื (HPC). ืœืคื™ื›ืš, ืฉื ื™ ืžื—ืฉื‘ื™ ื”ืขืœ ื”ื—ื–ืงื™ื ื‘ืขื•ืœื - ืกื™ื™ืจื” ื•ืกืืžื™ื˜ - ืžืฉืชืžืฉื™ื ื‘ืคืชืจื•ื ื•ืช ืฉืœ ืžืœืื ื•ืงืก ื•-Nvidia.

ื”ื—ื‘ืจื•ืช ืžืฉืชืคื•ืช ืคืขื•ืœื” ื’ื ื‘ืคื™ืชื•ื—ื™ื ื ื•ืกืคื™ื - ืœืžืฉืœ, ืžืชืืžื™ ืžืœืื ื•ืงืก ืžื•ืชืงื ื™ื ื‘ืฉืจืช DGX-2 ืœืžืฉื™ืžื•ืช ืœืžื™ื“ื” ืขืžื•ืงื”.

ืขืกืงื” ืฉืœ 6,9 ืžื™ืœื™ืืจื“ ื“ื•ืœืจ: ืžื“ื•ืข ืžืคืชื— GPU ืงื•ื ื” ื™ืฆืจืŸ ืฆื™ื•ื“ ืจืฉืช
ืชืžื•ื ื•ืช - ืงืจืœื•ืก ื’'ื•ื ืก - CC BY 2.0

ื”ื˜ื™ืขื•ืŸ ื”ืžืฉืžืขื•ืชื™ ื”ืฉื ื™ ืœื˜ื•ื‘ืช ื”ืขืกืงื” ื”ื•ื ืจืฆื•ื ื” ืฉืœ Nvidia ืœื”ืงื“ื™ื ืืช ื”ืžืชื—ืจื” ื”ืคื•ื˜ื ืฆื™ืืœื™ืช ืฉืœื”, ืื™ื ื˜ืœ. ืขื ืงื™ืช ื”-IT ื”ืงืœื™ืคื•ืจื ื™ืช ืžืขื•ืจื‘ืช ื‘ืื•ืคืŸ ื“ื•ืžื” ื‘ืขื‘ื•ื“ื” ืขืœ ืžื—ืฉื‘ื™-ืขืœ ื•ืคืชืจื•ื ื•ืช HPC ืื—ืจื™ื, ืžื” ืฉืžืขืžื™ื“ ืื•ืชื” ืื™ื›ืฉื”ื• ืžื•ืœ Nvidia. ื”ืชื‘ืจืจ ื›ื™ Nvidia ื”ื™ื ื–ื• ืฉื”ื—ืœื™ื˜ื” ืœืงื—ืช ื™ื•ื–ืžื” ื‘ืžืื‘ืง ืขืœ ื”ื”ื•ื‘ืœื” ื‘ืคืœื— ืฉื•ืง ื–ื” ื•ื”ื™ื™ืชื” ื”ืจืืฉื•ื ื” ืœืขืฉื•ืช ืขืกืงื” ืขื ืžืœืื ื•ืงืก.

ืขืœ ืžื” ื–ื” ื™ืฉืคื™ืข?

ืคืชืจื•ื ื•ืช ื—ื“ืฉื™ื. ืžื—ืฉื•ื‘ ื‘ืขืœ ื‘ื™ืฆื•ืขื™ื ื’ื‘ื•ื”ื™ื ื‘ืชื—ื•ืžื™ื ื›ืžื• ื‘ื™ื•ืœื•ื’ื™ื”, ืคื™ื–ื™ืงื”, ืžื˜ืื•ืจื•ืœื•ื’ื™ื” ื•ื›ื•' ื”ื•ืคืš ืœื™ื•ืชืจ ื•ื™ื•ืชืจ ืชื•ื‘ืขื ื™ ืžื“ื™ ืฉื ื” ื•ืคื•ืขืœ ืขื ื›ืžื•ื™ื•ืช ืžื™ื“ืข ืžืฉืžืขื•ืชื™ื•ืช ื™ื•ืชืจ ื•ื™ื•ืชืจ. ื ื™ืชืŸ ืœื”ื ื™ื— ืฉืฉื™ืชื•ืฃ ื”ืคืขื•ืœื” ื‘ื™ืŸ ืฆื•ื•ืชื™ Nvidia ื•-Mellanox ื™ื™ืชืŸ ืงื•ื“ื ื›ืœ ืœืฉื•ืง ืคืชืจื•ื ื•ืช ื—ื“ืฉื™ื ืฉื™ืชื™ื™ื—ืกื• ืœื ืจืง ืœื—ื•ืžืจื”, ืืœื ื’ื ืœืคืœื— ื”ืชื•ื›ื ื•ืช ื”ืžื™ื•ื—ื“ื•ืช ืœืžืขืจื›ื•ืช HPC.

ืฉื™ืœื•ื‘ ืžื•ืฆืจ. ืขืกืงืื•ืช ื›ืืœื” ืžืืคืฉืจื•ืช ืœืจื•ื‘ ืœื—ื‘ืจื•ืช ืœื™ื™ืขืœ ืืช ืขืœื•ื™ื•ืช ื”ืชืคืขื•ืœ ืขืœ ื™ื“ื™ ืฆืžืฆื•ื ืžืกืคืจ ื”ืขื•ื‘ื“ื™ื ื•ื”ื’ื“ืœืช ื”ื™ืขื™ืœื•ืช ื”ื›ื•ืœืœืช ืฉืœ ืชื”ืœื™ื›ื™ื ืขืกืงื™ื™ื. ื‘ืžืงืจื” ื–ื”, ืื ื—ื ื• ื™ื›ื•ืœื™ื ืจืง ืœื”ื ื™ื— ืฉื–ื” ื™ืงืจื”, ืื‘ืœ ืžื” ืฉืกื‘ื™ืจ ืžืื•ื“ ื”ื•ื ื”ืฉื™ืœื•ื‘ ืฉืœ ืคืชืจื•ื ื•ืช Nvidia ื•-Mellanox ื‘ืคื•ืจืžื˜ื™ื "ื‘ื•ืงืกื™ื". ืžืฆื“ ืื—ื“, ื–ื• ื”ื–ื“ืžื ื•ืช ืœืœืงื•ื—ื•ืช ืœืงื‘ืœ ืชื•ืฆืื•ืช ืžื”ื™ืจื•ืช ื•ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืžื•ื›ื ื•ืช ืœืคืชืจื•ืŸ ื‘ืขื™ื•ืช ื›ืืŸ ื•ืขื›ืฉื™ื•. ืžืฆื“ ืฉื ื™, ื™ืฉื ื• ืžื”ืœืš ืคื•ื˜ื ืฆื™ืืœื™ ืœืงืจืืช ื”ื’ื‘ืœืช ื”ื”ืชืืžื” ื”ืื™ืฉื™ืช ืฉืœ ืžืกืคืจ ืจื›ื™ื‘ื™ื, ืฉืื•ืœื™ ืœื ื™ืžืฆื ื—ืŸ ื‘ืขื™ื ื™ ื›ื•ืœื.

ืื•ืคื˜ื™ืžื™ื–ืฆื™ื” ืฉืœ ืชืขื‘ื•ืจืช "ืžื–ืจื—-ืžืขืจื‘".. ื‘ืฉืœ ื”ืžื’ืžื” ื”ื›ืœืœื™ืช ืฉืœ ื’ื™ื“ื•ืœ ื‘ื ืคื— ื”ื ืชื•ื ื™ื ื”ืžืขื•ื‘ื“ื™ื, ื”ื‘ืขื™ื” ืฉืœ ืžื” ืฉื ืงืจื "ืžื–ืจื— ืžืขืจื‘ยป ืชื ื•ืขื”. ื–ื”ื• ืœืžืขืฉื” "ืฆื•ื•ืืจ ื‘ืงื‘ื•ืง" ืฉืœ ืžืจื›ื– ื”ื ืชื•ื ื™ื, ืฉืžืื˜ ืืช ืคืขื•ืœืช ื”ืชืฉืชื™ืช ื›ื•ืœื”, ื›ื•ืœืœ ืคืชืจื•ืŸ ื‘ืขื™ื•ืช ืœืžื™ื“ื” ืขืžื•ืงื”. ื‘ืฉื™ืœื•ื‘ ืžืืžืฆื™ื”ื, ืœื—ื‘ืจื•ืช ื™ืฉ ื›ืœ ืกื™ื›ื•ื™ ืœื”ืชืคืชื—ื•ื™ื•ืช ื—ื“ืฉื•ืช ื‘ืชื—ื•ื ื–ื”. ืื’ื‘, Nvidia ื”ืงื“ื™ืฉื” ืชืฉื•ืžืช ืœื‘ ื‘ืขื‘ืจ ืœืื•ืคื˜ื™ืžื™ื–ืฆื™ื” ืฉืœ ื”ืขื‘ืจืช ื ืชื•ื ื™ื ื‘ื™ืŸ GPUs ื•ื‘ืคืขื ืื—ืช ื”ืฆื™ื’ื” ื˜ื›ื ื•ืœื•ื’ื™ื” ืžื™ื•ื—ื“ืช NVLink.

ืžื” ืขื•ื“ ืงื•ืจื” ื‘ืฉื•ืง

ื–ืžืŸ ืžื” ืœืื—ืจ ื”ื”ื›ืจื–ื” ืขืœ ื”ืขืกืงื” ื‘ื™ืŸ Nvidia ืœืžืœืื ื•ืงืก, ื™ืฆืจื ื™ื•ืช ืฆื™ื•ื“ ืžืจื›ื–ื™ ื ืชื•ื ื™ื ืื—ืจื•ืช, Xilinx ื•-Solarflare, ื”ื›ืจื™ื–ื• ืขืœ ืชื•ื›ื ื™ื•ืช ื“ื•ืžื•ืช. ืื—ืช ื”ืžื˜ืจื•ืช ื”ืขื™ืงืจื™ื•ืช ืฉืœ ื”ืจืืฉื•ืŸ ื”ื™ื ืœื”ืจื—ื™ื‘ ืืช ื˜ื•ื•ื— ื”ืฉื™ืžื•ืฉ FPGA (FPGA) ื›ื—ืœืง ืžืคืชืจื•ืŸ ื‘ืขื™ื•ืช ื‘ืชื—ื•ื ื”-HPC. ื”ืฉื ื™ ื”ื•ื ืื•ืคื˜ื™ืžื™ื–ืฆื™ื” ืฉืœ ื–ืžืŸ ื”ื”ืฉื”ื™ื” ืฉืœ ืคืชืจื•ื ื•ืช ืจืฉืช ืฉืจืชื™ื ื•ืฉื™ืžื•ืฉ ื‘ืฉื‘ื‘ื™ FPGA ื‘ื›ืจื˜ื™ืกื™ SmartNICS ืฉืœื”. ื›ืžื• ื‘ืžืงืจื” ืฉืœ Nvidia ื•-Mellanox, ืœืขืกืงื” ื–ื• ืงื“ื ืฉื™ืชื•ืฃ ืคืขื•ืœื” ื‘ื™ืŸ ืฆื•ื•ืชื™ื ื•ืขื‘ื•ื“ื” ืขืœ ืžื•ืฆืจื™ื ืžืฉื•ืชืคื™ื.

ืชืžื•ื ื•ืช - ืจื™ื™ืžื•ื ื“ ืกืคืงื™ื ื’ - CC BY-SA 4.0
ืขืกืงื” ืฉืœ 6,9 ืžื™ืœื™ืืจื“ ื“ื•ืœืจ: ืžื“ื•ืข ืžืคืชื— GPU ืงื•ื ื” ื™ืฆืจืŸ ืฆื™ื•ื“ ืจืฉืชืขืกืงื” ื‘ื•ืœื˜ืช ื ื•ืกืคืช ื”ื™ื ืจื›ื™ืฉืช ื”ืกื˜ืืจื˜-ืืค BlueData ืฉืœ HPE. ื”ืื—ืจื•ื ื” ื ื•ืกื“ื” ืขืœ ื™ื“ื™ ืขื•ื‘ื“ื™ VMware ืœืฉืขื‘ืจ ื•ืคื™ืชื—ื” ืคืœื˜ืคื•ืจืžืช ืชื•ื›ื ื” ืœืคืจื™ืกื” "ืžื›ื•ืœืœืช" ืฉืœ ืจืฉืชื•ืช ืขืฆื‘ื™ื•ืช ื‘ืžืจื›ื–ื™ ื ืชื•ื ื™ื. HPE ืžืชื›ื ื ืช ืœืฉืœื‘ ืืช ื”ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ืฉืœ ื”ืกื˜ืืจื˜-ืืค ื‘ืคืœื˜ืคื•ืจืžื•ืช ืฉืœื” ื•ืœื”ื’ื“ื™ืœ ืืช ื–ืžื™ื ื•ืช ื”ืคืชืจื•ื ื•ืช ืœืขื‘ื•ื“ื” ืขื ืžืขืจื›ื•ืช AI ื•-ML.

ืื ื—ื ื• ืฆืจื™ื›ื™ื ืœืฆืคื•ืช ืฉื‘ื–ื›ื•ืช ืขืกืงืื•ืช ื›ืืœื” ื ืจืื” ืžื•ืฆืจื™ื ื—ื“ืฉื™ื ืœืžืจื›ื–ื™ ื ืชื•ื ื™ื, ืฉื‘ื“ืจืš ื–ื• ืื• ืื—ืจืช ืืžื•ืจื™ื ืœื”ืฉืคื™ืข ืขืœ ื™ืขื™ืœื•ืช ืคืชืจื•ืŸ ื‘ืขื™ื•ืช ื”ืœืงื•ื—ื•ืช.

UPD: ืขืœ ืขืœ ืคื™ ืขืœ ืคื™ ืžืกืคืจ ืคืจืกื•ืžื™ื, ืื—ื“ ืžื‘ืขืœื™ ื”ืžื ื™ื•ืช ืฉืœ ืžืœืื ื•ืงืก ืชื•ื‘ืข ืขืœ ืžื™ื“ืข ืžื•ื˜ืขื” ื‘ืžื”ืœืš ื”ืฆื’ืช ื”ื“ื•ื—ื•ืช ื”ื›ืกืคื™ื™ื ืœืคื ื™ ื”ืขืกืงื”.

ื—ื•ืžืจื™ื ื ื•ืกืคื™ื ืฉืœื ื• ืขืœ ืชืฉืชื™ืช IT:

ืžืงื•ืจ: www.habr.com

ื”ื•ืกืคืช ืชื’ื•ื‘ื”