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Benchmarks
Embedding Table Placement on DLRM-100 (test)
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77.8
Cost (ms)
DreamShard
77.096
81.848
86.6
91.352
Oct 5, 2022
Cost (ms)
Relative Speedup (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
Cost (ms)
Relative Speedup (%)
DreamShard
Category=RL-Cost-Network
2022.10
77.8
21.5
Dim-based
Category=Human Expert
2022.10
79.5
18.9
Lookup-based
Category=Human Expert
2022.10
80.8
17
Size-based
Category=Human Expert
2022.10
84.7
11.6
No strategy
Category=None
2022.10
94.5
0
RNN-based
Category=RL
2022.10
94.8
-0.3
Random
Category=Human Expert
2022.10
95.4
-0.9
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