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Benchmarks
Gas saturation prediction on Subsurface Energy Systems 19-step rollout (test)
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0.017
Time (s)
APT
-1.94312
11.28769
24.5185
37.74931
Feb 10, 2026
Time (s)
Speedup
Updated 3mo ago
Evaluation Results
Method
Method
Links
Time (s)
Speedup
APT
Hardware=NVIDIA A100 GPU
2026.02
0.017
4,902
Standard MGN
Hardware=NVIDIA A100 GPU
2026.02
0.07
700
MGN-LSTM
Hardware=NVIDIA A100 GPU
2026.02
0.31
158
GEOS
Hardware=Intel Xeon E5...
2026.02
49.02
1
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