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SpMM with GCN operator on twitch-views
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1.8
Latency Speedup (fwd)
Ours (WSB/TC)
-0.0096
0.4602
0.93
1.3998
May 29, 2026
Latency Speedup (fwd)
Latency Speedup (bwd)
Peak Memory Ratio (fwd)
Peak Memory Ratio (bwd)
Updated 2d ago
Evaluation Results
Method
Method
Links
Latency Speedup (fwd)
Latency Speedup (bwd)
Peak Memory Ratio (fwd)
Peak Memory Ratio (bwd)
Ours (WSB/TC)
hidden dim=512
2026.05
1.8
1.07
1.2
0.96
cuSPARSE
hidden dim=512
2026.05
1.26
0.61
0.64
0.66
cuSPARSE + A˜⊤
hidden dim=512
2026.05
1.26
1.18
0.3
0.35
FuseGNN
hidden dim=512
2026.05
0.32
0.37
0.27
0.23
TC-GNN
hidden dim=512
2026.05
0.08
0.09
1.36
0.84
PyG
hidden dim=512
2026.05
0.06
-
0.03
-
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