HomeBlockchainThe Gensyn Protocol Trustlessly Trains Neural Networks at Hyperscale with Lower Order...

The Gensyn Protocol Trustlessly Trains Neural Networks at Hyperscale with Lower Order of Magnitude of Cost | by Evan Feng | Mar, 2022

- Advertisement -


  • Secular Leverage to ML Growing Complexity and Value: The computational complexity of state of the art AI systems is doubling every 3 months, while the value of these models are continuing to increase quickly, while the former black-box-nature of these algorithms are now increasingly able to be fit with greater human-understandable illuminators.
  • Novel Coordination and Verification System Design: Gensyn is building a verification system (testnet v1 will be deployed later this year) which efficiently solves the state dependency problem in neural network training at any scale. The system combines model training checkpoints with probabilistic checks that terminate on-chain. It does all of this trustlessly and the overhead scales linearly with model size (keeping verification costs constant).
  • Thematic Focus on AI Decentralization: Most of the well-known examples of machine learning applications (Tesla self-driving cars, Google DeepMind) are produced by the same set of companies, that’s because the deep learning industry currently looks like a game of monopoly between Big Tech companies, as well as states like China and the United States. These forces are resulting in huge centralization forces that run contrary to web3 and even the historical origins of web1.
High scale + low cost: the Gensyn protocol provides a cost similar to an owned GPU in a datacenter at a scale which can surpass AWS. (Prices as at Nov 2021).



Read orginal here

- Advertisement -
Mr Bitcointe
Mr Bitcointehttps://www.bitcointe.com/
“Fact You Need To Know About Cryptocurrency - The first Bitcoin purchase was for pizza.” ― Mohsin Jameel
462FansLike
76FollowersFollow
4,567FollowersFollow
5,261FollowersFollow
1,580FollowersFollow
2,230SubscribersSubscribe

Most Popular

bitcoin
Bitcoin (BTC) $ 16,236.74
ethereum
Ethereum (ETH) $ 1,173.07
tether
Tether (USDT) $ 1.00
bitcoin-cash
Bitcoin Cash (BCH) $ 109.83
litecoin
Litecoin (LTC) $ 73.52
eos
EOS (EOS) $ 0.903962
okb
OKB (OKB) $ 20.33
tezos
Tezos (XTZ) $ 0.976976
leo-token
LEO Token (LEO) $ 3.80
cardano
Cardano (ADA) $ 0.30681
monero
Monero (XMR) $ 135.53
stellar
Stellar (XLM) $ 0.087639
chainlink
Chainlink (LINK) $ 7.20
huobi-token
Huobi (HT) $ 6.26
tron
TRON (TRX) $ 0.053149
usd-coin
USD Coin (USDC) $ 1.00
dash
Dash (DASH) $ 40.00
neo
NEO (NEO) $ 6.63
iota
IOTA (MIOTA) $ 0.207672
nem
NEM (XEM) $ 0.03269
zcash
Zcash (ZEC) $ 39.43
maker
Maker (MKR) $ 646.34
paxos-standard
Pax Dollar (USDP) $ 0.999633
ethereum-classic
Ethereum Classic (ETC) $ 19.33
vechain
VeChain (VET) $ 0.018289
true-usd
TrueUSD (TUSD) $ 0.999364
kucoin-shares
KuCoin (KCS) $ 6.74
waves
Waves (WAVES) $ 2.32