Understanding performance of real applications

[GammaPi]

Based on visualization tools for #18 Answer the following questions:

1. Why redis only have 4% overhead, but SPEC has 26% overhead
2. Analyze TensorRT
   • https://github.com/UTSASRG/tensorrtusage/tree/main/resnet50
   • https://github.com/UTSASRG/tensorrtusage/blob/main/resnet50/HowToRun.rd

[GammaPi]

Understanding Tnesor RT performance (during inference). (Fine-grained)

[GammaPi]

Understanding swaption with memory allocator "Hoard"

Swaption

Bodytrack

[GammaPi]

Dedup + glibc 2021 (Kernel contention)

[GammaPi]

Caffe, since it has numerous libraries