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Throughput Measurement on Synthetic Benchmark (H100, T=1024, B=8)
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159.8
Throughput (tokens/s)
Transformer
19.4
55.85
92.3
128.75
Jun 25, 2026
Throughput (tokens/s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Throughput (tokens/s)
Transformer
State update (sketch)=...
2026.06
159.8
Lin. Attn
State update (sketch)=...
2026.06
148.6
Delta Rule
State update (sketch)=...
2026.06
142
CARVE+SWA
State update (sketch)=...
2026.06
120
GDN
State update (sketch)=...
2026.06
106
GDN-2
State update (sketch)=...
2026.06
93.8
CARVE
State update (sketch)=...
2026.06
93.4
CA-exact
State update (sketch)=...
2026.06
24.8
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