Lesson 1
Resource Allocation Under Pressure
Judging when to allocate GPU resources in uncertain, high-stakes scenarios.
Start2 Micro-lessons
Micro lesson 1
Overcommitting Memory During SpikesMicro lesson 2
Prioritizing Compute vs. BandwidthLesson 2
Optimization and Degradation
Recognizing when optimization strategies backfire and cause performance degradation.
Start2 Micro-lessons
Micro lesson 1
Aggressive Caching Gone WrongMicro lesson 2
Premature Optimization LoopsLesson 3
Scaling and Hidden Bottlenecks
Detecting subtle bottlenecks and compounding errors when scaling GPU workloads.
Start2 Micro-lessons
Micro lesson 1
Scaling Without Monitoring FeedbackMicro lesson 2
Hidden Latency in Parallel Tasks