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Average Ratings 0 Ratings

Total
ease
features
design
support

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Write a Review

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

DeepRecs delivers personalized product recommendations, even when there is no behavioral data, using deep learning algorithms.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

No images available

Integrations

Algonomy
Algonomy Campaign
Algonomy Discover
Algonomy Engage
Algonomy Find
Algonomy Real-time Customer Data Platform
Algonomy Recommend
Algonomy Social Proof Messaging

Integrations

Algonomy
Algonomy Campaign
Algonomy Discover
Algonomy Engage
Algonomy Find
Algonomy Real-time Customer Data Platform
Algonomy Recommend
Algonomy Social Proof Messaging

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

Algonomy

Founded

2020

Country

United States

Website

algonomy.com/omnichannel-personalization/deep-recommendations/

Product Features

Product Features

eCommerce Personalization

A/B Testing
Abandoned Cart Email
Dynamic Pricing
Offers & Discounts Notifications
Personalized Site Navigation
Product Recommendations
Reporting / Analytics
Social Insights

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