Chips · accelerators · NVIDIA

NVIDIA A100 SXM 80GB · Ampere

780 gigaflops of dense BF16 compute per watt, at 400 W

Promised for the first half of 2021; past its date, no dated shipment on record. Epoch AI names it at 3 AI data centers and 89 GPU clusters.

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Each figure in NVIDIA’s own words

one chip, dense compute; memory is high-bandwidth memory
BF16, dense
312 TFLOPS BFLOAT16 Tensor Core 312 TFLOPS | 624 TFLOPS* NVIDIA A100 Tensor Core GPU
INT8, dense
624 TOPS INT8 Tensor Core 624 TOPS | 1248 TOPS* NVIDIA A100 Tensor Core GPU
Memory
80 GB GPU Memory 80GB HBM2e 80GB HBM2e NVIDIA A100 Tensor Core GPU (read from a table with a column for each product, whose head reads “A100 80GB PCIe A100 80GB SXM”)
Memory bandwidth
2.04 TB/s GPU Memory Bandwidth 1,935 GB/s 2,039 GB/s NVIDIA A100 Tensor Core GPU (2,039 GB/s on the page; read from a table with a column for each product, whose head reads “A100 80GB PCIe A100 80GB SXM”)
Maximum power
400 W Max Thermal Design Power (TDP) 300W 400W NVIDIA A100 Tensor Core GPU (read from a table with a column for each product, whose head reads “A100 80GB PCIe A100 80GB SXM”)
Compute per watt
780 GFLOPS/Wdense BF16 over maximum power; 1,560 GFLOPS/W at INT8

A100 has no FP8, so int8 is given. The page gives dense and sparse (*); dense figures are used. No NVIDIA page found says the 80GB part itself began shipping: the 2020-05-14 'in full production and shipping' release is for the first (40GB) A100, so delivered is null.

2 dated promises

each date links to the page it is quoted from
  1. 16 Nov 2020 Promised A100 80GB in DGX A100 and DGX Station A100, expected to ship this quarter in the fourth quarter of 2020. The NVIDIA A100 80GB GPU is available in NVIDIA DGXTM A100 and NVIDIA DGX StationTM A100 systems, also announced today and expected to ship this quarter. NVIDIA Doubles Down: Announces A100 80GB GPU
  2. 16 Nov 2020 Promised partner HGX A100 systems with A100 80GB in the first half of 2021. The NVIDIA A100 80GB GPU is available in NVIDIA DGXTM A100 and NVIDIA DGX StationTM A100 systems, also announced today and expected to ship this quarter. NVIDIA Doubles Down: Announces A100 80GB GPU

Named at 3 AI data centers

H100-equivalents and power are the whole site’s today, with every chip it holds
AI data centers that name this chip
SiteOwnerCountryH100eMWChips
Bridge Data Centres MY06 ByteDance Malaysia 221,052 315 A100, H100, B200
Microsoft Project Osmium Microsoft United States 155,634 228 A100, H100, B200
xAI QTS Atlanta SpaceXAI United States 11,470 24 H100, A100

209,706 chips in 89 GPU clusters

Epoch AI’s list of AI supercomputers, which stops in July 2025; the 20 largest shown, all in the CSV of Epoch’s list
GPU clusters with this chip
ClusterOwnerCountryChipsFirst operational
Oracle OCI Supercluster A100s Oracle United States of America 32,768 2023-11-15
Microsoft GPT-4 cluster Microsoft,OpenAI United States of America 25,000 2022-04-30
Meta Research SuperCluster (RSC-1) Phase 2 Meta AI United States of America 16,000 2023-05-18
EuroHPC Leonardo EuroHPC JU Italy 13,824 2022-11-22
Amazon Titan training cluster Amazon United States of America 13,760 2023-01-15
XTX Markets Cluster XTX Markets Not given 10,000 2023-03-27
Meta Research SuperCluster 2 (RSC-2) Meta AI United States of America 8,000 2023-10-31
Tesla A100 Cluster Phase 2 Tesla United States of America 7,360 2022-08-16
Lawrence Berkeley NL NERSC Perlmutter US Department of Energy United States of America 6,144 2021-05-17
Microsoft Azure Meta AI Rental Microsoft United States of America 5,400 2022-05-27
NVIDIA Selene Phase 2 Nvidia United States of America 4,480 2020-11-30
Tesla Training Cluster Tesla United States of America 4,032 2021-08-20
Ezra-1 Stability AI AWS Cluster Amazon Not given 4,000 2022-07-20
JUWELS-Booster Julich Supercomputing Center Germany 3,744 2020-11-16
Argonne NL Polaris US Department of Energy United States of America 2,240 2021-11-01
NAVER Corp Sejong NAVER South Korea 2,240 2023-11-15
Microsoft Azure Voyager-EUS2 Microsoft United States of America 2,112 2021-11-01
Softbank SuperPOD Softbank Japan 2,048 2023-09-30
Petrobras Pegasus (Pégaso) Petrobras Brazil 2,016 2022-11-01
ExxonMobil Discovery 5 ExxonMobil United States of America 2,000 2022-11-01

Epoch AI’s names for this chip: A100; NVIDIA A100; NVIDIA A100 SXM4 80 GB; NVIDIA A100 SXM4 40 GB; NVIDIA A100 PCIe.

Other NVIDIA chips

  • Tesla V100 SXM2 417 gigaflops of dense FP16 compute per watt, at 300 W
  • H100 SXM 1,414 gigaflops of dense BF16 compute per watt, at 700 W
  • H200 SXM 1,414 gigaflops of dense BF16 compute per watt, at 700 W
  • GH200 Grace Hopper Superchip 990 gigaflops of dense BF16 compute per watt, at 1,000 W
  • B200 2,200 gigaflops of dense BF16 compute per watt, at 1,000 W
  • GB200 Grace Blackwell Superchip 5,000 teraflops of dense BF16 compute a chip; NVIDIA publishes no power figure
  • B300 (Blackwell Ultra) 2,000 gigaflops of dense BF16 compute per watt, at 1,100 W
  • Rubin GPU 4,000 teraflops of dense BF16 compute a chip; NVIDIA publishes no power figure