10 LSTMS + KN-5 (OPTIMAL WEIGHTS)

Training compute

8.8×10¹⁹ FLOP

Parameters

1B

Published

Feb 11, 2016

10 LSTMS + KN-5 (OPTIMAL WEIGHTS) is an AI model developed by Google Brain (United States), first published in February 2016. It works in the language domain, on tasks such as language modeling.

Training it took an estimated 8.8×10¹⁹ FLOP of compute (estimation method: hardware). The model has 1,040,000,000 parameters. Training ran on 32 NVIDIA Tesla K40s.

Epoch AI rates the confidence of this record as likely.

Full record

Organization: Google Brain
Country of organization: United States
Domain: Language
Task: Language modeling
Training compute: 8.8×10¹⁹ FLOP
Compute estimation method: Hardware
Parameters: 1,040,000,000
Training hardware: NVIDIA Tesla K40s
Chips used: 32
Chip-hours: 504
Training power draw: 16.6 kW
Epoch confidence: Likely