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Description
NeuroSplit is an innovative adaptive-inferencing technology that employs a unique method of "slicing" a neural network's connections in real time, resulting in the creation of two synchronized sub-models; one that processes initial layers locally on the user's device and another that offloads the subsequent layers to cloud GPUs. This approach effectively utilizes underused local computing power and can lead to a reduction in server expenses by as much as 60%, all while maintaining high levels of performance and accuracy. Incorporated within Skymel’s Orchestrator Agent platform, NeuroSplit intelligently directs each inference request across various devices and cloud environments according to predetermined criteria such as latency, cost, or resource limitations, and it automatically implements fallback mechanisms and model selection based on user intent to ensure consistent reliability under fluctuating network conditions. Additionally, its decentralized framework provides robust security features including end-to-end encryption, role-based access controls, and separate execution contexts, which contribute to a secure user experience. To further enhance its utility, NeuroSplit also includes real-time analytics dashboards that deliver valuable insights into key performance indicators such as cost, throughput, and latency, allowing users to make informed decisions based on comprehensive data. By offering a combination of efficiency, security, and ease of use, NeuroSplit positions itself as a leading solution in the realm of adaptive inference technologies.
Description
OpenCL, or Open Computing Language, is a free and open standard designed for parallel programming across various platforms, enabling developers to enhance computation tasks by utilizing a variety of processors like CPUs, GPUs, DSPs, and FPGAs on supercomputers, cloud infrastructures, personal computers, mobile gadgets, and embedded systems. It establishes a programming framework that comprises a C-like language for crafting compute kernels alongside a runtime API that facilitates device control, memory management, and execution of parallel code, thereby providing a portable and efficient means to access heterogeneous hardware resources. By enabling the delegation of compute-heavy tasks to specialized processors, OpenCL significantly accelerates performance and responsiveness across numerous applications, such as creative software, scientific research tools, medical applications, vision processing, and the training and inference of neural networks. This versatility makes it an invaluable asset in the evolving landscape of computing technology.
API Access
Has API
API Access
Has API
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Free Trial
Free Version
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Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Skymel
Country
United States
Website
skymel.com/neurosplit.html
Vendor Details
Company Name
The Khronos Group
Founded
2000
Country
United States
Website
www.khronos.org
