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GPU clusters

Paper on AlphaZero

Compute
232 H100e
Chips
5,000
First operational
Dec 5, 2017

Paper on AlphaZero is a large GPU cluster operated by Google, located in the United States, in the private sector. It came online around December 2017. At that moment it ranked number 2 among known clusters.

It is built on 5,000 Google TPU v1. That amounts to about 232 H100e of AI compute. The cluster draws roughly 0.88 MW. Its hardware is estimated at $51M.

Epoch AI rates the certainty of this record as likely.

Full record
Owner
Google
Users
Google
Sector
Private
Status
Existing
Country
United States
Primary chip
Google TPU v1
Primary chip count
5,000
Total AI chips
5,000
H100 equivalents
232
8-bit throughput
4.6×10¹⁷ OP/s
Power capacity
0.88 MW
Hardware cost
$51M
First operational
Dec 5, 2017
Rank when it came online
2
Certainty
Likely
More from Google
SourceEpoch AI, 'GPU Clusters'. Published online at epoch.ai. Retrieved 2026-07-29 from https://epoch.ai/data/gpu-clusters. Licensed under CC BY 4.0.
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