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Average Ratings 0 Ratings

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ease
features
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support

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Write a Review

Description

Skyportal is a cloud platform utilizing GPUs specifically designed for AI engineers, boasting a 50% reduction in cloud expenses while delivering 100% GPU performance. By providing an affordable GPU infrastructure tailored for machine learning tasks, it removes the uncertainty of fluctuating cloud costs and hidden charges. The platform features a smooth integration of Kubernetes, Slurm, PyTorch, TensorFlow, CUDA, cuDNN, and NVIDIA Drivers, all finely tuned for Ubuntu 22.04 LTS and 24.04 LTS, enabling users to concentrate on innovation and scaling effortlessly. Users benefit from high-performance NVIDIA H100 and H200 GPUs, which are optimized for ML/AI tasks, alongside instant scalability and round-the-clock expert support from a knowledgeable team adept in ML workflows and optimization strategies. In addition, Skyportal's clear pricing model and absence of egress fees ensure predictable expenses for AI infrastructure. Users are encouraged to communicate their AI/ML project needs and ambitions, allowing them to deploy models within the infrastructure using familiar tools and frameworks while adjusting their infrastructure capacity as necessary. Ultimately, Skyportal empowers AI engineers to streamline their workflows effectively while managing costs efficiently.

Description

TorchMetrics comprises over 90 implementations of metrics designed for PyTorch, along with a user-friendly API that allows for the creation of custom metrics. It provides a consistent interface that enhances reproducibility while minimizing redundant code. The library is suitable for distributed training and has undergone thorough testing to ensure reliability. It features automatic batch accumulation and seamless synchronization across multiple devices. You can integrate TorchMetrics into any PyTorch model or utilize it within PyTorch Lightning for added advantages, ensuring that your data aligns with the same device as your metrics at all times. Additionally, you can directly log Metric objects in Lightning, further reducing boilerplate code. Much like torch.nn, the majority of metrics are available in both class-based and functional formats. The functional versions consist of straightforward Python functions that accept torch.tensors as inputs and yield the corresponding metric as a torch.tensor output. Virtually all functional metrics come with an equivalent class-based metric, providing users with flexible options for implementation. This versatility allows developers to choose the approach that best fits their coding style and project requirements.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

PyTorch Yes 
CUDA Yes 
Kubernetes Yes 
Lightning AI No 
Slurm Yes 
TensorFlow Yes 

Integrations

PyTorch Yes 
CUDA No 
Kubernetes No 
Lightning AI Yes 
Slurm No 
TensorFlow No 

Pricing Details

$2.40 per hour
Free Trial No 
Free Version No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

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 Yes 
Live Rep (24/7) Yes 
Online Support Yes 

Customer Support

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

Types of Training

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

Types of Training

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

Vendor Details

Company Name

Skyportal

Country

United States

Website

www.skyportal.ai/

Vendor Details

Company Name

TorchMetrics

Country

United States

Website

torchmetrics.readthedocs.io/en/stable/

Product Features

Application Development

Access Controls/Permissions No 
Code Assistance No 
Code Refactoring No 
Collaboration Tools No 
Compatibility Testing No 
Data Modeling No 
Debugging No 
Deployment Management No 
Graphical User Interface No 
Mobile Development No 
No-Code No 
Reporting/Analytics No 
Software Development No 
Source Control No 
Testing Management No 
Version Control No 
Web App Development No 

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