PIPE-SGD: A decentralized pipelined SGD framework for distributed deep net training

Keyphrases

• Allreduce 100%
• Deep Nets 100%
• Parameter Server 100%
• Distributed Training 100%
• Cluster Size 50%
• Computational Demand 50%
• Multi-GPU 50%
• Memory Consumption 50%
• Training Time 50%
• Distributed Approach 50%
• Wall Clock Time 50%
• Synchronous and Asynchronous 50%
• Network Latency 50%
• Distributed Asynchronous 50%
• Timing Model 50%
• Consumption Demand 50%
• Worker Node 50%
• Asynchronous Training 50%
• Synchronous Training 50%

Computer Science

• Parameter Server 100%
• Memory Consumption 50%
• Server Architecture 50%
• Distributed Approach 50%
• Network Latency 50%
• Graphics Processing Unit 50%