Case Study: Scenario achieves up to 3x faster image generation with Pruna AI

How Scenario Optimized Image Generation in 3 Weeks

The client, a generative AI tool suite for creative industries named Scenario, faced the challenge of optimizing a new image upscaler model to improve its performance and efficiency within their dynamic infrastructure. They engaged the vendor, Pruna AI, to help accelerate the model without degrading its output quality.

Pruna AI implemented a hands-on optimization for Scenario's image upscaler, ensuring zero quality degradation while integrating with their dynamic pipeline switching. Within just three weeks, the optimized model was in production, achieving a 40% speed improvement on their existing A100 GPUs. This allowed Scenario to process significantly more with the same resources, and Pruna AI's solution was shown to pay for itself through substantial compute cost savings.

Scenario