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SpMM with GCN operator on web-traffic
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2.44
Forward Latency Speedup
cuSPARSE
-0.0872
0.5689
1.225
1.8811
May 29, 2026
Forward Latency Speedup
Backward Latency Speedup
Forward Peak Memory Ratio
Backward Peak Memory Ratio
Updated 2d ago
Evaluation Results
Method
Method
Links
Forward Latency Speedup
Backward Latency Speedup
Forward Peak Memory Ratio
Backward Peak Memory Ratio
cuSPARSE
hidden dim=512
2026.05
2.44
0.94
1.47
1.14
cuSPARSE + A˜⊤
hidden dim=512
2026.05
2.44
1.6
1.42
1.12
Ours (WSB/TC)
hidden dim=512
2026.05
0.87
1.35
1.31
1
FuseGNN
hidden dim=512
2026.05
0.19
0.09
0.11
0.14
TC-GNN
hidden dim=512
2026.05
0.01
0.01
1.48
1.15
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