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Session

Paper: Communication Optimization for ML
Event TypePaper
TimeThursday, 21 November 20241:30pm - 3pm EST
LocationB308
Tags
Artificial Intelligence/Machine Learning
Distributed Computing
Heterogeneous Computing
Performance Optimization
Registration Categories
TP
Presentations
1:30pm - 2:00pm ESTOptimizing Distributed ML Communication with Fused Computation-Collective Operations
Artificial Intelligence/Machine Learning
Distributed Computing
Heterogeneous Computing
Performance Optimization
2:00pm - 2:30pm ESTAccelerating Communication in Deep Learning Recommendation Model Training with Dual-Level Adaptive Lossy Compression
Artificial Intelligence/Machine Learning
Distributed Computing
Heterogeneous Computing
Performance Optimization
2:30pm - 3:00pm ESTAPTMoE: Affinity-aware Pipeline Tuning for MoE Models on Bandwidth-constrained GPU Nodes
Artificial Intelligence/Machine Learning
Distributed Computing
Heterogeneous Computing
Performance Optimization