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Benchmarks
Masked Language Modeling on omg prot50 (val)
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78
Wall-clock Time (17.5 Target PPL)
MUD1
75.472
92.536
109.6
126.664
Mar 18, 2026
Wall-clock Time (17.5 Target PPL)
Wall-clock Time (17.3 Target PPL)
Wall-clock Time (17.2 Target PPL)
Validation Perplexity
Total Wall Time
Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Wall-clock Time (17.5 Target PPL)
Wall-clock Time (17.3 Target PPL)
Wall-clock Time (17.2 Target PPL)
Validation Perplexity
Total Wall Time
Speedup
MUD1
Hardware=AMD MI300X, T...
2026.03
78
110
126
16.855
636
1.81
MUD2
Hardware=AMD MI300X, T...
2026.03
78.2
86.2
131.3
16.795
710
1.81
Muon
Hardware=AMD MI300X, T...
2026.03
127.8
188.4
236.7
16.84
997
1.1
AdamW
Hardware=AMD MI300X, T...
2026.03
141.2
245.1
392.8
17.176
466
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