communication-efficient topic

List communication-efficient repositories

Stooa

66
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10
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Main Stooa's repository. The online fishbowl tool.

C3-SL

69
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2
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C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)

GeoMX

114
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13
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GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.

ATOMO

25
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5
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Atomo: Communication-efficient Learning via Atomic Sparsification

eventgrad

20
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4
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Event-Triggered Communication in Parallel Machine Learning

ProgFed

20
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6
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[ICML2022] ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training