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Description

Agent Compute Engine is a fully managed compute service offered by Google Cloud that creates execution environments specifically for AI agents. Each agent operates within its own hardware-isolated microVM, complete with a dedicated guest kernel and root-level management capabilities. Users can benefit from features such as rapid startup, pausing, checkpointing, creating snapshots, and resuming workflows. Persistent workspaces are available to maintain agent files and context throughout different sessions, and the platform utilizes copy-on-write memory sharing to enable parallel environments derived from shared images. Agents have the capability to execute code, run shell commands, and perform browser actions within secure sandboxes, with carefully regulated access to enterprise data through Google Cloud's networking and identity frameworks. Developers have the flexibility to customize environment images, manage identity protocols, control network access, and oversee the lifecycle of their agents, all while Google takes care of the underlying compute infrastructure. The platform is particularly well-suited for interactive assistants, coding agents, browser-based tasks, and extensive evaluation and reinforcement learning tasks, showcasing its versatility and efficiency in handling a wide range of AI applications. This comprehensive management allows developers to focus on building and optimizing their AI solutions without the burden of infrastructure concerns.

Description

Supercomputer is a cloud-based computational service that offers both GPU and CPU sessions designed for machine-learning tasks and other resource-heavy operations. It enables developers, researchers, and teams to initiate and oversee sessions through a command-line interface or Python SDK, allowing them to run their code on customizable GPU instances while maintaining their workspace files across sessions. This service facilitates various activities such as model training, fine-tuning, inference, experiments, evaluations, batch processing, hyperparameter optimization, and data-processing tasks. Users have the ability to upload their scripts and datasets, perform commands in persistent sessions, and either retrieve outcomes or save them in shared volumes. Notably, compute charges are incurred only when sessions are active, and any inactive sessions keep their workspace available for future use. The pricing operates on a system of prepaid credits, calculating charges by the second, with variations in rates depending on the chosen GPU configuration. Additionally, this flexibility ensures that users can optimize both their workflows and costs effectively.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

No images available

Integrations

Google Cloud Platform Yes 

Integrations

Google Cloud Platform No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

Compute is billed by the second from a prepaid balance. Stopped sessions incur no compute charges.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs No 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

cloud.google.com/blog/topics/ai-infrastructure/agent-compute-engine-deep-dive

Vendor Details

Company Name

supercomputer

Website

supercomputer.sh/

Product Features

Product Features

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