Phase 107: AI Infrastructure and Distributed Training
Phase 107 of the AI Encyclopedia — AI Infrastructure and Distributed Training. Topics 2121–2140.
This phase covers AI Infrastructure and Distributed Training. Below are the 20 concepts grouped under this phase — each is a future article in the Insightful AI World encyclopedia.
2121 GPU Computing
2122 CUDA Basics
2123 TPU Systems
2124 AI Accelerators
2125 Distributed Training
2126 Data Parallelism
2127 Model Parallelism
2128 Tensor Parallelism
2129 Pipeline Parallelism
2130 ZeRO Optimization
2131 Gradient Accumulation
2132 Mixed Precision Training
2133 Activation Checkpointing
2134 Memory Optimization
2135 Checkpoint Management
2136 Cluster Scheduling
2137 Training Fault Tolerance
2138 Large-scale Data Loading
2139 Compute Cost Estimation
2140 Training Infrastructure Design