Intel has introduced AI Flame Graphs, a new analyzer tool designed to optimize AI workloads by profiling both AI accelerator/GPU hardware and the software stack. This innovative tool visualizes the execution path and highlights performance bottlenecks, aiming to reduce resource costs and improve efficiency. Initially available
•16m read time• From brendangregg.com
Table of contents
Instruction-offset ProfilingWhat's a Flame Graph?Searching SamplesWho will use this?Why is AI profiling hard?What do AI developers think of this?What about PyTorch?First Release: Sometimes hard and with moderate overheadAvailabilityConclusionsDisclaimerThanksSort: