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Benchmarks
Memory Footprint for Private Text Generation on GPT2-base (124M)
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100
Usage Fraction
CrypTen
35.26
52.0675
68.875
85.6825
May 25, 2023
Usage Fraction
Embed Size
Linear Layer Size
Softmax Layer Size
Total Memory Footprint
Updated 4d ago
Evaluation Results
Method
Method
Links
Usage Fraction
Embed Size
Linear Layer Size
Softmax Layer Size
Total Memory Footprint
CrypTen
2023.05
100
-
-
-
-
THE-X
2023.05
98.95
-
-
-
-
MPCformer
softmax_approximation=...
2023.05
98.34
-
-
-
-
MPCformer
softmax_approximation=...
2023.05
98.2
-
-
-
-
MERGE
mode=only MM
2023.05
87.39
-
-
-
-
MERGE
mode=only ER
2023.05
52.24
-
-
-
-
MERGE
mode=ER+MM
2023.05
37.75
-
-
-
-
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