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Description

This innovative tool is designed for quantizing convolutional neural networks (CNNs). It allows for the transformation of both weights/biases and activations from 32-bit floating-point (FP32) to 8-bit integer (INT8) format, or even other bit depths. Utilizing this tool can greatly enhance inference performance and efficiency, all while preserving accuracy levels. It is compatible with various common layer types found in neural networks, such as convolution, pooling, fully-connected layers, and batch normalization, among others. Remarkably, the quantization process does not require the network to be retrained or the use of labeled datasets; only a single batch of images is sufficient. Depending on the neural network's size, the quantization can be completed in a matter of seconds to several minutes, facilitating quick updates to the model. Furthermore, this tool is specifically optimized for collaboration with DeePhi DPU and can generate the INT8 format model files necessary for DNNC integration. By streamlining the quantization process, developers can ensure their models remain efficient and robust in various applications.

Description

Ransomware and similar threats are crafted to bypass contemporary security measures, and a single oversight can lead to devastating consequences for your business. Halcyon stands out as the pioneering platform for anti-ransomware and cyber resilience, featuring automated encryption key capture and self-sufficient decryption capabilities to ensure your operations remain uninterrupted year-round. While many security companies promptly enhance their products upon encountering a new threat, the absence of a specialized anti-ransomware solution can leave a protection gap that lasts from a day to several weeks. Additionally, traditional endpoint detection and response (EDR) systems and other protection tools depend on complex convolutional neural network AI models for threat identification, which often makes it challenging to adapt swiftly to new and evolving threats. This delay in response can significantly jeopardize the security posture of organizations that are already vulnerable to cyber attacks.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Revelstoke

Integrations

Revelstoke

Pricing Details

$0.90 per hour
Free Trial
Free Version

Pricing Details

No price information available.
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

DeePhi Quantization Tool

Website

aws.amazon.com/marketplace/pp/prodview-bwtx6kzwg3gva

Vendor Details

Company Name

Halcyon

Founded

2021

Country

United States

Website

www.halcyon.ai/

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