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3 years, 1 month agoRaven is a decentralized network of compute nodes that utilize idle compute power for AI training where speed is the key
Raven is creating a network of compute nodes that utilize idle compute power for the purposes of AI training where speed is the key. AI companies will be able to train models better and faster.
We developed a completely new approach to distribution that speeds up a training run of 1M images and brings it down to a few hours. We solve latency by chunking the data into really small pieces (bytes), maintaining its identity, and then distributing it across the host of devices with a call to action: gradient calculations.
Other solutions require high-end compute power. Our approach has no dependency on the system specs of each compute node in the network. Thus, we can utilize idle computer power on normal desktops, laptops, and mobile devices allowing anyone in the world to contribute to the Raven Protocol network. This will bring costs down to a fraction of what you need to pay for traditional cloud services. Most importantly, this means Raven will create the first truly distributed and scalable solution to AI training by speeding up the training process.
Our consensus mechanism is something we call Proof-of-Calculation. Proof-of-Calculation will be the primary guideline for the regulation and distribution of incentives to the compute nodes in the network. Following are the two prime deciders for the incentive distribution:
Speed: Depending upon how fast a node can perform gradient calculations (in a neural network) and return it back to the Gradient Collector.
Redundancy: The 3 fastest redundant calculation will only qualify for receiving the incentive. This will make sure that the gradients that are getting returned are genuine and of the highest quality.
AI, Neural Networks, and Artificial Intelligence
Raven Protocol is a Decentralized Computing Protocol for the Future. Build Artificial Intelligence, Web3, Metaverse, and Gaming dApps on Ravenverse.
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Web Summit IT Services and IT Consulting | Web Summit IT Services and IT Consulting | Other 5 Nov 2021 | | |
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Techstars Iowa Accelerator Startup accelerator & VC, Venture Capital & Private Equity | Techstars Iowa Accelerator Startup accelerator & VC, Venture Capital & Private Equity | Not capitalistic Not partnership Event 24 Feb 2022 | | |
IBM IT services, IT Services and IT Consulting | IBM IT services, IT Services and IT Consulting | Other 28 Nov 2020 | | |
Costco Wholesale Retail and Distribution, Retail | Costco Wholesale Retail and Distribution, Retail | Other 15 Aug 2015 | | |
Impact Hub Startup accelerator & VC, Civic and Social Organizations | Impact Hub Startup accelerator & VC, Civic and Social Organizations | Other 8 Jul 2018 | | |
PUBLIC Startup accelerator & VC, IT Services and IT Consulting | PUBLIC Startup accelerator & VC, IT Services and IT Consulting | Other 17 Oct 2015 | |