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Benchmarks
GATv2 Efficiency Evaluation on artnet exp
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5.45
Latency speedup (fwd)
CSR fused kernels
0.1564
1.5307
2.905
4.2793
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)
CSR fused kernels
Heads (H)=2, Head Dime...
2026.05
5.45
2.04
6.9
5.34
CSR fused kernels
Heads (H)=8, Head Dime...
2026.05
4.73
1.83
10.38
6.37
PyG
Heads (H)=2, Head Dime...
2026.05
0.39
0.51
0.59
0.72
PyG
Heads (H)=8, Head Dime...
2026.05
0.36
0.47
0.57
0.66
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