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Energy Prediction on Transformer Models Energy Data (PC2)
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55.1
BERT-base Performance Score
Strubell et al.
8.196
20.373
32.55
44.727
Jun 2, 2021
BERT-base Performance Score
DistilBERT Performance Score
RoBERTa-base Performance Score
GPT2 Performance Score
DistilGPT2 Performance Score
OpenAI GPT Performance Score
Average Performance Score
Updated 4d ago
Evaluation Results
Method
Method
Links
BERT-base Performance Score
DistilBERT Performance Score
RoBERTa-base Performance Score
GPT2 Performance Score
DistilGPT2 Performance Score
OpenAI GPT Performance Score
Average Performance Score
Strubell et al.
Machine=PC2
2021.06
55.1
52.6
58.9
54.6
49.8
60.6
55.6
IrEne
Machine=PC2
2021.06
10
9.4
7.1
6.1
4.9
5.9
7.2
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