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GCN Training on AmazonProducts

7Peak Memory Consumption (GB)Morphling
1.670437.645273.62109.5948Dec 1, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MorphlingBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU2025.127
MorphlingBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU2025.129.03
DGLBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.1.02025.1211.84
DGLBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.1.02025.1225.1
PyGBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.6.12025.1257.12
PyGBackbone=3-layer GCN, Hidden dimension=32, Training Mode=Full-batch, Device=CPU, Version=v2.6.1, Note=Lower bound measurement taken on a 75% subsampled graph due to OOM2025.12140.24