Machines are high-performing computing for scaling AI applications.
A new API for managing Paperspace resources is now available. The API provides:
A unified and predictable endpoint schema
Improved performance and scalability
Documented support for API endpoints
The legacy Gradient and Core API endpoints will become unavailable on 15 July, 2024. To ensure your application continues to work on July 15, update your calls to reference the new API. You can submit a support ticket for questions or assistance.
We have simplified how you create Core Virtual Machines (VMs) and made the following improvements:
Operating system (OS) templates are auto-selected for machines. When you select a machine, only the supported templates for that machine type are shown. This pairing of machines and templates ensures that you choose a template that works with your machine.
Machine approval and fraud detection processes have been improved. This reduces the number of machine approval requests you make. You can request approval for a machine when selecting a machine in the Paperspace console.
A100-80G machines with 2 and 4 GPUs are now discontinued. You can choose the dedicated GPU A100-80G machine or the multi-GPU A100-80G machine with 8 GPUs instead.
For more information, see all Machines release notes.