NVIDIA Inception and DevZero Partner for GPU Multi-Tenancy

The NVIDIA Inception program has partnered with DevZero to provide developers and ML engineers with more flexible GPU access and power secure GPU multi-tenancy.

At DevZero, we are focused on helping engineering teams improve developer productivity and experience by providing cost-optimized cloud development environments (CDEs) that feel local. Our production-symmetric CDEs eliminate the inefficiencies of setting up and managing local environments, enabling developers to focus on writing great code and delivering reliable software faster.

With our CDEs, we are also addressing one of the biggest challenges faced by DevOps, Platform, and MLOps teams today: optimizing GPU utilization. These teams are increasingly tasked with finding efficient ways to provide access to GPUs, especially in Kubernetes environments and across diverse development needs. DevZero tackles this challenge through:

• Multi-tenancy for GPUs: Allowing different workloads to share the same GPU resources at different times, reducing costs and maximizing efficiency.

• Internal GPU sharing: Enabling data scientists and ML engineers to share GPUs like compute resources, helping teams scale AI and ML workloads effectively while fully utilizing their infrastructure.

• Auto-rightsizing GPU allocation: Detecting when a specific workload requires a GPU and allocating it only for that period of time. This prevents engineers from blocking GPU resources unnecessarily for the entire duration of development and testing.

By combining multi-tenancy, internal GPU sharing, and auto-rightsizing, DevZero ensures that engineering teams can fully optimize GPU usage, reduce costs, and scale workloads seamlessly.

Joining NVIDIA Inception will empower DevZero to enhance these capabilities further. With access to discounted hardware, technical training, and go-to-market support, we’ll continue to innovate in GPU resource management and make advanced GPU sharing more accessible to engineering teams. The program will also offer us the opportunity to collaborate with industry-leading experts and other AI-driven organizations.

NVIDIA Inception helps startups during critical stages of product development, prototyping, and deployment. Every Inception member gets a custom set of ongoing benefits, such as NVIDIA Deep Learning Institute credits, preferred pricing on NVIDIA hardware and software, and technological assistance, which provides startups with the fundamental tools to help them grow.