Nevertheless,
Google calculated real energy consumption:
Low impact and efficiency gain – Google calculated real energy consumption
The prompt Average text of gemini apps consumes approximately 0.24 watt hour (WH) of energy, emits 0.03 grams of carbon dioxide equivalent (GCO2E) and consumes 0.26 millilitre (about five drops) of water. For example, This energy impact is comparable less than nine seconds of television.
In the past 12 months. Therefore, the energy imprint and the total carbon footprint of a prompt Gemini Apps Apps have decreased respectively by a factor 33 and 44, while improving the quality of the responses.
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Detailed calculation – Google calculated real energy consumption
According to Google, its methodology to calculate the ecological imprint of AI is the most complete to date and takes into account factors often neglected in other google calculated real energy consumption estimates, in particular:
The total power of the dynamic system and the real use of fleas and the energy consumption of inactive machines for high availability. In addition. Google also consults the energy consumption of CPUs and RAM, and not only ML accelerators as well as the general costs of data centers, including cooling and electricity distribution. Water consumption for data centers cooling is also considered in the calculation.
Full-Stack efficiency approach
These improvements result from the integrated Google approach in AI development. which includes more effective models of models (for example, Transformer, Mixture-of-Experts). These are matched with optimized algorithms and quantification methods. and improved inference and service technologies (for example, speculative decoding, distillation).
In addition, custom equipment is used (for example, low energy consumption), and optimized inactivity (“idling”).
Improve AI
With this study. Google wishes to encourage the whole google calculated real energy consumption sector to develop a more effective AI by sharing its conclusions and methodology, and highlights the importance of responsible development of AI while AI demand continues to grow.
google calculated real energy consumption — Google calculated real energy consumption: Low impact. efficiency gainThe prompt Average text of gemini apps consumes approximately 0.24 watt hour (WH) of energy, emits 0.03 grams of carbon dioxide equivalent (GCO2E) and consumes 0.26 millilitre (about five drops) of water. Th.
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