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features
design
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What is SynapseAI?

Our accelerator hardware is meticulously designed to boost the performance and efficiency of deep learning while emphasizing developer usability. SynapseAI seeks to simplify the development journey by offering support for popular frameworks and models, enabling developers to utilize the tools they are already comfortable with and prefer. In essence, SynapseAI, along with its comprehensive suite of tools, is customized to assist deep learning developers in their specific workflows, empowering them to create projects that meet their individual preferences and needs. Furthermore, Habana-based deep learning processors not only protect existing software investments but also make it easier to develop innovative models, addressing the training and deployment requirements of a continuously evolving range of models influencing the fields of deep learning, generative AI, and large language models. This focus on flexibility and support guarantees that developers can excel in an ever-changing technological landscape, fostering innovation and creativity in their projects. Ultimately, SynapseAI's commitment to enhancing developer experience is vital in driving the future of AI advancements.

What is Amazon SageMaker?

Amazon SageMaker is a robust platform designed to help developers efficiently build, train, and deploy machine learning models. It unites a wide range of tools in a single, integrated environment that accelerates the creation and deployment of both traditional machine learning models and generative AI applications. SageMaker enables seamless data access from diverse sources like Amazon S3 data lakes, Redshift data warehouses, and third-party databases, while offering secure, real-time data processing. The platform provides specialized features for AI use cases, including generative AI, and tools for model training, fine-tuning, and deployment at scale. It also supports enterprise-level security with fine-grained access controls, ensuring compliance and transparency throughout the AI lifecycle. By offering a unified studio for collaboration, SageMaker improves teamwork and productivity. Its comprehensive approach to governance, data management, and model monitoring gives users full confidence in their AI projects.

Media

Media

Integrations Supported

Amazon Web Services (AWS)
AWS Deep Learning Containers
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon EC2 Trn2 Instances
Amazon SageMaker Data Wrangler
Amazon SageMaker JumpStart
Amazon SageMaker Model Building
Amazon SageMaker Model Training
Amazon SageMaker Studio Lab
Aporia
CognitiveScale Cortex AI
DataHub
Datasaur
Lemma
Mantium
Qlik Staige
Rendered.ai
Splunk User Behavior Analytics

Integrations Supported

Amazon Web Services (AWS)
AWS Deep Learning Containers
Amazon EC2 P4 Instances
Amazon EC2 P5 Instances
Amazon EC2 Trn1 Instances
Amazon EC2 Trn2 Instances
Amazon SageMaker Data Wrangler
Amazon SageMaker JumpStart
Amazon SageMaker Model Building
Amazon SageMaker Model Training
Amazon SageMaker Studio Lab
Aporia
CognitiveScale Cortex AI
DataHub
Datasaur
Lemma
Mantium
Qlik Staige
Rendered.ai
Splunk User Behavior Analytics

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Habana Labs

Date Founded

2016

Company Location

Israel

Company Website

habana.ai/training-software/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/sagemaker/

Categories and Features

Deep Learning

Convolutional Neural Networks
Document Classification
Image Segmentation
ML Algorithm Library
Model Training
Neural Network Modeling
Self-Learning
Visualization

Categories and Features

Data Labeling

Human-in-the-loop
Labeling Automation
Labeling Quality
Performance Tracking
Polygon, Rectangle, Line, Point
SDK
Supports Audio Files
Task Management
Team Collaboration
Training Data Management

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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