FuriosaAI
FuriosaAI is a semiconductor company that develops high-performance, energy-efficient AI accelerators specifically designed for LLM and multimodal deployment in data centers.
https://furiosa.ai/
Product Information
Updated:09/11/2024
What is FuriosaAI
FuriosaAI is a technology company specializing in the development of AI accelerator chips, with their flagship product being the Furiosa RNGD Gen 2 data center accelerator. The company focuses on creating powerful and efficient AI inference solutions for enterprise and cloud environments. Their technology is built on advanced semiconductor manufacturing processes using TSMC 5nm technology, offering competitive specifications with industry leaders like NVIDIA while maintaining significantly lower power consumption.
Key Features of FuriosaAI
FuriosaAI is a semiconductor company developing advanced AI accelerator chips, featuring their flagship product Furiosa RNGD - a Gen 2 data center accelerator. Their technology is built on a unique Tensor Contraction Processor (TCP) architecture that efficiently handles tensor operations for deep learning, offering superior performance-per-watt compared to competitors like NVIDIA's H100 and L40S. The company provides comprehensive software solutions for AI deployment, including model compression, serving frameworks, and runtime optimization tools.
Tensor Contraction Processor Architecture: Proprietary architecture designed specifically for efficient tensor operations, providing better performance than traditional matrix multiplication approaches
Energy Efficient Design: 150W TDP design delivering high performance-per-watt ratio for LLM inference, significantly lower than competitors' power consumption
Comprehensive Software Stack: Complete toolkit including compiler, profiler, debugger, and APIs for optimizing and deploying large language models
Flexible Memory Management: Advanced memory resource optimization based on tensor shapes with 48GB capacity and 1.5 TB/s bandwidth
Use Cases of FuriosaAI
Enterprise AI Deployment: Efficient deployment of large language models in corporate data centers with reduced power consumption and cooling requirements
Cloud Computing Services: High-performance AI inference for cloud service providers requiring scalable and energy-efficient solutions
Media and Entertainment: Specialized processing for creative workloads and video AI applications with the RNGDS variant
Pros
Superior energy efficiency compared to competitors
Comprehensive software ecosystem for deployment
Lower total cost of ownership due to reduced power and cooling requirements
Cons
Lower raw performance compared to NVIDIA H100
Relatively new player in the market with less established ecosystem
How to Use FuriosaAI
Register for Early Access Program: Contact [email protected] to register for the Early Access Program (EAP) and agree to the End User License Agreement (EULA)
Set up Authentication: After registration, login to FuriosaAI IAM and create a new API key that will be needed for accessing FuriosaAI services
Configure APT Repository: Set up the FuriosaAI APT repository on Ubuntu/Debian by registering the public signing key and configuring the API key authentication
Install Required Packages: Install kernel drivers, firmware, and runtime library via APT package manager using the configured repository
Install SDK: Install Furiosa SDK using pip, which includes compiler, profiler, and other development tools
Install Model Zoo: Install furiosa-models package to access pre-trained and pre-quantized models optimized for FuriosaAI NPUs
Development: Use the Python/C SDK, runtime libraries and command line tools to develop AI applications leveraging FuriosaAI NPU hardware
Model Deployment: Deploy models using furiosa-serving package and utilize the provided APIs for inference on FuriosaAI hardware
FuriosaAI FAQs
FuriosaAI is an AI chip startup company founded in 2017 that creates next-generation NPU (Neural Processing Unit) products for AI deployment, with their latest product being the Furiosa RNGD data center accelerator.
Official Posts
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Analytics of FuriosaAI Website
FuriosaAI Traffic & Rankings
11K
Monthly Visits
#2304231
Global Rank
#1937
Category Rank
Traffic Trends: Aug 2024-Oct 2024
FuriosaAI User Insights
00:01:12
Avg. Visit DTabsNavuration
1.96
Pages Per Visit
41%
User Bounce Rate
Top Regions of FuriosaAI
KR: 63.15%
US: 17.75%
JP: 11.25%
TH: 3.98%
IN: 3.48%
Others: 0.39%
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