Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D 1. Merge MRT v3-related code; 2. Test the accuracy and time-consuming of MRT models on CPU and GPU, and update related documents. ZkRollup 1. Add the cli tool for init merkle tree; 2. Implement the function of restoring the L2 state from the data…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D ZkRollup 1. ZkContract adds the full-exit transaction type, adds logging and state recovery logic 2. ZkNode state transfer performance bottleneck analysis, and implement poseidon hash of rust, c and golang versions to speed up transaction execution 3. ZkNode update ctxc sender and watcher to add…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D Add the accuracy and performance records of the pre-quantized model, and use the cvm-runtime framework to test the accuracy and time-consuming after quantization; ZkRollup 1. ZkContract adds poseidon hash calculation and merkle path verification, realizes the balance correctness verification of the user state…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D Update the MRT documentation, and improve the introduction and quantification of mnist-tutorial Zk Rollup 1. ZkContract refactors the code, adjusts the processing logic and reduces the size of the compiled bytecode of the main contract; 2. ZkContract adds contract-related functions (event, etc.) required for…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D Zk Rollup 1. ZkNode fixes the State Keeper processing logic, processes the received transactions as soon as possible, and optimizes the maximum interval block time; 2. ZkNode optimizes the redundancy problem of State Keeper empty transaction processing, greatly improves the execution speed of transactions…

Cortex NFTs showing up in your wallet without spending a fraction of your precious crypto asset enforces the !vibe of the collection. Some airdrops can even turn into blue-chip pieces that can make holders substantially wealthier than they were before (Mutant ape serum, anyone?) If you’re a newcomer to NFTs…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D 1. ZkNode deletes the redundant hash cache in Merkle Tree, which greatly reduces the amount of data stored in the database; 2. ZkNode adds breakpoints, exits quickly and safely and saves the state; 3. ZkNode adds a more realistic transaction simulation and concurrently generates a…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D 1. The yamrt preprocessing module implements the symbol map zero preset and convolution operator zero quantization for quantization_aware training 2. YaMRT adds ImageNet dataset training and dynamic quantization preparation ZkRollup 1. ZKNode updates the startup script, adds workload quick start test, proof server…

Technical Updates 🤖 Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D 1. Add an operator-level variable-dimensional inference function to implement the variable-dimensional inference feature of art.tfm_ops 2. The git repository of the yamrt framework is initialized and related documents are maintained ZkRollup 1. Analyze the libfqfft code and implement the GPU calculation of the…