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Average Ratings 0 Ratings

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ease
features
design
support

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Write a Review

Description

Foundry represents a revolutionary type of public cloud, driven by an orchestration platform that simplifies access to AI computing akin to the ease of flipping a switch. Dive into the impactful features of our GPU cloud services that are engineered for optimal performance and unwavering reliability. Whether you are overseeing training processes, catering to client needs, or adhering to research timelines, our platform addresses diverse demands. Leading companies have dedicated years to developing infrastructure teams that create advanced cluster management and workload orchestration solutions to minimize the complexities of hardware management. Foundry democratizes this technology, allowing all users to take advantage of computational power without requiring a large-scale team. In the present GPU landscape, resources are often allocated on a first-come, first-served basis, and pricing can be inconsistent across different vendors, creating challenges during peak demand periods. However, Foundry utilizes a sophisticated mechanism design that guarantees superior price performance compared to any competitor in the market. Ultimately, our goal is to ensure that every user can harness the full potential of AI computing without the usual constraints associated with traditional setups.

Description

Zymtrace is an advanced platform for continuous profiling and observability that enables engineers to enhance the performance of contemporary computing workloads running on both CPUs and GPUs. It offers profound insights into system-level operations, revealing how applications, AI models, and infrastructure utilize computing resources, which empowers developers to pinpoint inefficiencies and performance obstacles without needing to alter their code or restart their systems. Utilizing eBPF-based profiling technology, zymtrace gathers performance data throughout the entire execution stack, ranging from high-level application code and runtime libraries to the Linux kernel and GPU instructions, thus facilitating a comprehensive analysis of diverse workloads. Furthermore, it effectively correlates GPU activities with the associated CPU code paths that initiate them, addressing a significant limitation of traditional observability tools that often regard GPUs as opaque entities, providing only superficial metrics. By bridging this gap, zymtrace enhances the overall understanding of performance dynamics in complex systems, ultimately guiding more informed optimization strategies.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

.NET No 
Amazon S3 No 
C++ No 
CryptoTax360° Yes 
Docker No 
Go No 
Java No 
Kubernetes No 
NVIDIA DGX Cloud Lepton Yes 
NVIDIA DRIVE No 
Node.js No 
OpenTelemetry No 
Perl No 
PyTorch No 
Python No 
R No 
Ruby No 
Scala No 
Zig No 

Integrations

.NET Yes 
Amazon S3 Yes 
C++ Yes 
CryptoTax360° No 
Docker Yes 
Go Yes 
Java Yes 
Kubernetes Yes 
NVIDIA DGX Cloud Lepton No 
NVIDIA DRIVE Yes 
Node.js Yes 
OpenTelemetry Yes 
Perl Yes 
PyTorch Yes 
Python Yes 
R Yes 
Ruby Yes 
Scala Yes 
Zig Yes 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial Yes 
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 No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux Yes 
Chromebook No 

Customer Support

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

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

Foundry

Founded

2022

Country

United States

Website

www.mlfoundry.com

Vendor Details

Company Name

zymtrace

Founded

2024

Country

United States

Website

zymtrace.com

Product Features

Artificial Intelligence

Chatbot No 
For Healthcare No 
For Sales No 
For eCommerce No 
Image Recognition No 
Machine Learning No 
Multi-Language No 
Natural Language Processing No 
Predictive Analytics No 
Process/Workflow Automation No 
Rules-Based Automation No 
Virtual Personal Assistant (VPA) No 

Alternatives

Alternatives