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Decentralized SGD dataset and benchmarks · SOTA2 Research

Research Datasets

Decentralized SGD

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Transient Iteration Analysis

Decentralized SGD Non-convex and homogeneous Hypercube (Theoretical)

3Transient Iteration Complexity Bound

2

Transient Iteration Analysis

Decentralized SGD Non-convex and homogeneous - Torus (Theoretical)

3Transient Iteration Bound

2

Transient Iteration Analysis

Decentralized SGD (Non-convex and homogeneous) - Ring (Theoretical)

5Transient Iteration Exponent

2

Popular tasks

Transient Iteration Analysis

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