GPU Performance Audit

Find out exactly why your code is slow

Hiring a consultant for an open-ended optimization project is a big first step. The Performance Audit is the small one. It’s a fixed-scope, fixed-price diagnostic of one critical code path: we profile it, tell you precisely where the time and memory go, and hand you a prioritized roadmap of what to fix and what it’s worth fixing. No long contract, no guesswork โ€” just a clear picture of where you stand.


What you get

  • A full profile of your target workload on representative hardware, using Nsight Systems and Nsight Compute.
  • A roofline analysis showing whether each hot kernel is compute-bound or memory-bound โ€” and how far it is from the hardware ceiling.
  • A bottleneck diagnosis in plain language: the actual reasons the code is slow, ranked by impact.
  • A prioritized optimization roadmap โ€” what to fix first, the techniques involved, and an honest estimated speedup range for each.
  • A go/no-go read on bigger questions: is multi-GPU worth it? Is this workload even a good fit for the GPU?
  • A walkthrough call to take you through the findings and answer questions.

Who it’s for

  • Teams whose GPU code “works but feels slow” and don’t know why.
  • Teams deciding whether to invest in optimization, more hardware, or a rewrite โ€” and wanting data before they spend.
  • Teams evaluating whether to port a CPU workload to the GPU at all.

How it works

  1. Scoping call โ€” We agree on the one workload or kernel to audit and what “representative input” means.
  2. You share the code (under NDA) and a way to reproduce a representative run.
  3. We profile and analyze โ€” delivered within 10 business days of receiving working code and a reproducible run.
  4. We deliver the written report and walk you through it on a 60-minute call.

Pricing

Fixed scope, fixed price, no surprises. Covers one workload, up to five hot kernels, on a single target GPU.

AuditTurnaroundPrice
GPU Performance Audit10 business daysโ‚น75,000 / $2,500
Express Kernel Audit (single kernel)5 business daysโ‚น35,000 / $1,200

The fee is credited in full toward a follow-on optimization engagement booked within 30 days โ€” so if you proceed, the audit effectively pays for itself.

Our guarantee: if the audit doesn’t identify at least one actionable optimization with a credible speedup estimate, you don’t pay.

Book your audit โ†’ write to us at contact@svacl.com