OPML enables off-chain AI model inference using optimistic approach with an on chain interactive dispute engine implementing fault proofs.
mlgo -- A tensor library for machine learning in pure Golang that can run on MIPS.
mlvm -- A MIPS runtime with ML execution
contracts -- A Merkleized MIPS processor on chain + the challenge logic
Pre-requisites: Go, Node.js, Make, and CMake.
make build
The script files demo/challenge_simple.sh presents an example scenario (a DNN model for MNIST) demonstrating the whole process of a fault proof, including the challenge game and single step verification.
To test the example, we should first start a local node
npx hardhat nodeThen we can run
sh ./demo/challenge_simple.shThis code is MIT licensed.
Part of this code is borrowed from ethereum-optimism/cannon
Note: This code is unaudited. It in NO WAY should be used to secure any money until a lot more testing and auditing are done.