quiver-team / quiver-feature

High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph
Apache License 2.0
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测试随着数据集的增大导致的寻址开销带来的影响,以及PageSize带来的影响 #10

Closed eedalong closed 2 years ago

eedalong commented 2 years ago
eedalong commented 2 years ago

随着数据集增大,单边读带来的性能影响,在2机2节点的情况下,每次Collect 80K个节点,特征维度为600维度,这里的测试是网络带宽的测试,即理论上限是12.5GB/s

With TLB Optimization

2.2G: 10613GB/s 22G: 10668GB/s 44G: 10665GB/s 89G: 10663GB/s 178G: 10765GB/s