Vectorization and Code Insights

:

Identify high-impact, under-optimized loops, what is blocking vectorization, and where it is safe to force vectorization. It also provides code-specific how-can-I-fix-this-issue recommendations. For details, see

Analyze Vectorization Perspective

.

CPU / Memory Roofline Insights

and

GPU Roofline Insights

: Visualize

actual performance against hardware-imposed performance ceilings (rooflines). They provide insights into where the bottlenecks are, which loops are worth optimizing for performance, what are the likely causes of bottlenecks and what should be the next optimization steps. For details, see

Analyze CPU Roofline or Analyze GPU Roofline

.

Threading

:

Analyze, design, tune, and check threading design options without disrupting your normal development. For details, see Model Threading Designs.

Offload Modeling

: Identify high-impact opportunities to offload to GPU as well as the areas that are not advantageous to offload. It provides performance speedup projection on accelerators along with offload overhead estimation and pinpoints accelerator performance bottlenecks. For details, see the

Model Offloading to a GPU

.