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Distributed Stochastic Optimization on Smooth Strongly Convex Objectives (Theoretical)
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1
Communication Complexity (Per Iteration)
DSGD (RING)
0.95
0.975
1
1.025
Apr 8, 2024
Communication Complexity (Per Iteration)
Transient Iterations Bound
Updated 5d ago
Evaluation Results
Method
Method
Links
Communication Complexity (Per Iteration)
Transient Iterations Bound
DSGD (RING)
Size n=ARBITRARY, Base...
2024.04
1
-
O.-P. EXP.
Size n=POWER OF 2, Bas...
2024.04
1
-
RELAYSGD
Size n=ARBITRARY, Base...
2024.04
1
-
OD(OU)-EQUIDYN
Size n=ARBITRARY, Base...
2024.04
1
-
BTPP
Size n=ARBITRARY, Base...
2024.04
1
1
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