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 #107
Technical Updates 🤖Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D MRT & CVMMRT test ONNX backend model conversion and quantization;ZkRollupZkMatrix update the front-end operation logic, interactive functions and display interface, and adapt to the mobile terminalCortexLabs partners with ETHF, building ZkMatrix for themZkProver GPU version test is stable, and the long-running memory leak problem is solvedZkProver has improved compilation options to suppor...
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 #107
Technical Updates 🤖Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D MRT & CVMMRT test ONNX backend model conversion and quantization;ZkRollupZkMatrix update the front-end operation logic, interactive functions and display interface, and adapt to the mobile terminalCortexLabs partners with ETHF, building ZkMatrix for themZkProver GPU version test is stable, and the long-running memory leak problem is solvedZkProver has improved compilation options to suppor...
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) R&D
MRT/CVM
MRT updated the accuracy test code, adjusted and tested the model output results of the sampling data
Adjust the parameter setting of Calibrate Pass: absmax, fix the problem of FuseBatchnorm
Refactored the Quantiza Pass code and fixed the Infer Precision issue
Fixed the FixPoint Infer Type problem and added subgraph verification function
The model parameters are adjusted to Int8, which reduces the model size
CVM encapsulates the operator interface code and completes the test code
ZkRollup
Fixed the error that ZK for ETHF could not submit proofs to the chain, Chain ID Error
Zion reference implements the Rust version to speed up transaction execution
Implemented Poseidon hash, babyjubjub, benchmark and pubkey compression algorithms
Cortex Full Node
core: reset txpool on sethead
implement resettable freezer
fix tracer crash due to balance nil
return proper error from debug_TraceTransaction
Cortex Wallet (NFT Gallery) test;
Cortex Christmas NFT Giveaway;
NFT community point system planning & research;
Continue to monitor popular market ventures and examine project logic and Web3, NFT & GameFi Tokenomic models
About Cortex 😇
Cortex’s main mission is to provide state-of-the-art machine-learning models on the blockchain in which users can infer using smart contracts on the Cortex blockchain. One of Cortex’s goals also includes implementing a machine-learning platform that allows users to post tasks on the platform, and submit AI DApps (Artificial Intelligence Decentralized Applications).
Cortex is the only public blockchain that allows the execution of nontrivial AI algorithms on the blockchain. MainNet has launched. Go build!
TestNet
| Block Explorer — Cerebro| Mining Pool | Remix Editor | Software | ZkMatrix
Social Media
| Website | GitHub | Twitter | Facebook | Reddit | Kakao | Mail | Discord
Telegram Groups
Machine-Learning(ML), CortexVirtual Machine(CVM) & Model RepresentationTool(MRT) R&D
MRT/CVM
MRT updated the accuracy test code, adjusted and tested the model output results of the sampling data
Adjust the parameter setting of Calibrate Pass: absmax, fix the problem of FuseBatchnorm
Refactored the Quantiza Pass code and fixed the Infer Precision issue
Fixed the FixPoint Infer Type problem and added subgraph verification function
The model parameters are adjusted to Int8, which reduces the model size
CVM encapsulates the operator interface code and completes the test code
ZkRollup
Fixed the error that ZK for ETHF could not submit proofs to the chain, Chain ID Error
Zion reference implements the Rust version to speed up transaction execution
Implemented Poseidon hash, babyjubjub, benchmark and pubkey compression algorithms
Cortex Full Node
core: reset txpool on sethead
implement resettable freezer
fix tracer crash due to balance nil
return proper error from debug_TraceTransaction
Cortex Wallet (NFT Gallery) test;
Cortex Christmas NFT Giveaway;
NFT community point system planning & research;
Continue to monitor popular market ventures and examine project logic and Web3, NFT & GameFi Tokenomic models
About Cortex 😇
Cortex’s main mission is to provide state-of-the-art machine-learning models on the blockchain in which users can infer using smart contracts on the Cortex blockchain. One of Cortex’s goals also includes implementing a machine-learning platform that allows users to post tasks on the platform, and submit AI DApps (Artificial Intelligence Decentralized Applications).
Cortex is the only public blockchain that allows the execution of nontrivial AI algorithms on the blockchain. MainNet has launched. Go build!
TestNet
| Block Explorer — Cerebro| Mining Pool | Remix Editor | Software | ZkMatrix
Social Media
| Website | GitHub | Twitter | Facebook | Reddit | Kakao | Mail | Discord
Telegram Groups
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