Cortex LabsCortex Project Updates #121
Technical Updates 🤖Machine-Learning(ML), CortexVirtual Machine(CVM)Complete the function of coco, voc, cifar10 dataset loading;circom generator RightShift and MulScalar parameter alignment. Type annotations, Symbol type confusion fixes;Generate graph optimization, lose invalid nodes after topological sorting. scalar is integrated into op as an attribute, the original parameter is still output to input.json, fix circom compilation repair;Increase NLP model training, long sequence numerical pr...
Cortex LabsCortex Project Updates #126
ZKML2024-01-02 Publish [ZKML release 1.0.1] (https://github.com/CortexFoundation/tachikoma/commits/zkml-v1.0.1/) In this release, we implemented the general ZKML framework and passed the mnist model for test. 2024-01-16 Publish fixed commits for ZKML Fixed some classification models' quantization bugs, including mobilenet, squeezenet, etc.ZKCVMThe Cortex team has been closely following the latest zkEVM technology, which is one of the goals in the ZK trilogy (zkTX -> zkVM -> zkML). 2024-0...
Cortex LabsCortex Project Updates #111
Technical Updates 🤖Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D MRT/CVMMRT updated the accuracy test code, adjusted and tested the model output results of the sampling dataAdjust the parameter setting of Calibrate Pass: absmax, fix the problem of FuseBatchnormRefactored the Quantiza Pass code and fixed the Infer Precision issueFixed the FixPoint Infer Type problem and added subgraph verification functionThe model parameters are adjusted to Int8, which ...
First decentralized world computer capable of running AI 🤖 and AI-powered Dapps ⚒. MainNet is out. Go #BUILD!🔥
Cortex LabsCortex Project Updates #121
Technical Updates 🤖Machine-Learning(ML), CortexVirtual Machine(CVM)Complete the function of coco, voc, cifar10 dataset loading;circom generator RightShift and MulScalar parameter alignment. Type annotations, Symbol type confusion fixes;Generate graph optimization, lose invalid nodes after topological sorting. scalar is integrated into op as an attribute, the original parameter is still output to input.json, fix circom compilation repair;Increase NLP model training, long sequence numerical pr...
Cortex LabsCortex Project Updates #126
ZKML2024-01-02 Publish [ZKML release 1.0.1] (https://github.com/CortexFoundation/tachikoma/commits/zkml-v1.0.1/) In this release, we implemented the general ZKML framework and passed the mnist model for test. 2024-01-16 Publish fixed commits for ZKML Fixed some classification models' quantization bugs, including mobilenet, squeezenet, etc.ZKCVMThe Cortex team has been closely following the latest zkEVM technology, which is one of the goals in the ZK trilogy (zkTX -> zkVM -> zkML). 2024-0...
Cortex LabsCortex Project Updates #111
Technical Updates 🤖Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D MRT/CVMMRT updated the accuracy test code, adjusted and tested the model output results of the sampling dataAdjust the parameter setting of Calibrate Pass: absmax, fix the problem of FuseBatchnormRefactored the Quantiza Pass code and fixed the Infer Precision issueFixed the FixPoint Infer Type problem and added subgraph verification functionThe model parameters are adjusted to Int8, which ...
First decentralized world computer capable of running AI 🤖 and AI-powered Dapps ⚒. MainNet is out. Go #BUILD!🔥
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Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT)
ZKML adds new adaptation to CVM, using codegen to generate operator json data ZKML develops circomlib adaptation code ZkRollup Implement zkx (zk for cortex in plonk) type-related libraries (block, tx, op, aggregate, gas, etc.), and pass related single tests. (Compared with zion, the new types: mint_nft, withdraw_nft, swap and change pubkey can be authorized by onchain functions, and support eip-1271 sig) The test investigated halo2 related codes (fibonacci circuit), pse version ipa -> kzg (on-chain verification) Refactor the recursive circuit part, pass the basic process test and benchmark. (setup and vk create: 886s, proof for aggregate(proof num:2, depth:3): 1374s)
ZkRollup
core/txpool: allow future local transactions fix ws test timeout and other bugs consensus: improve consensus engine definition nit: int->uint64 in GetTxReceipt
Cortex investigates Ledger hard wallet signatures and develops adaptations
Cortex connects with NFT artists for joint creation and other matters;
Cortex NFT Gallery tutorial edit:
Cortex NFT community planning;
Continue to monitor popular market ventures and examine project logic and Web3, NFT & Defi Tokenomic models
Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT)
ZKML adds new adaptation to CVM, using codegen to generate operator json data ZKML develops circomlib adaptation code ZkRollup Implement zkx (zk for cortex in plonk) type-related libraries (block, tx, op, aggregate, gas, etc.), and pass related single tests. (Compared with zion, the new types: mint_nft, withdraw_nft, swap and change pubkey can be authorized by onchain functions, and support eip-1271 sig) The test investigated halo2 related codes (fibonacci circuit), pse version ipa -> kzg (on-chain verification) Refactor the recursive circuit part, pass the basic process test and benchmark. (setup and vk create: 886s, proof for aggregate(proof num:2, depth:3): 1374s)
ZkRollup
core/txpool: allow future local transactions fix ws test timeout and other bugs consensus: improve consensus engine definition nit: int->uint64 in GetTxReceipt
Cortex investigates Ledger hard wallet signatures and develops adaptations
Cortex connects with NFT artists for joint creation and other matters;
Cortex NFT Gallery tutorial edit:
Cortex NFT community planning;
Continue to monitor popular market ventures and examine project logic and Web3, NFT & Defi Tokenomic models
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