Google Cloud has launched general availability for NVIDIA GPU support on Cloud Run, aiming to enhance serverless computing by providing a flexible, cost-efficient environment for AI workloads. Key benefits include pay-per-second billing to reduce waste, automatic scaling of GPU instances to eliminate idle costs, rapid instance start-up times for meeting quick demand, and full streaming support. This change makes GPU resources accessible to all developers without quotas, promoting faster and more cost-effective AI application deployment, as emphasized by NVIDIA's director of accelerated computing products.
Serverless GPU acceleration represents a major advancement in making cutting-edge AI computing more accessible. With seamless access to NVIDIA L4 GPUs, developers can now bring AI applications to production faster and more cost-effectively than ever before.
Cloud Run automatically scales GPU instances down to zero when inactive, eliminating idle costs - particularly beneficial for sporadic or unpredictable workloads.
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