Q1

GPU Net Dev Updates 2025

Week 1 (Jan 01 - Jan 07):

  • Barrels Smart Contract was developed in the Solana Eco system.

  • Test cases for the barrel smart contract were written, including integration and unit testing.

  • sol.gpu.net design and UI testing.

  • On the chain side, planning for Nova Upgrade.

  • Dashboard-v2 bug fixes.

Week 2 (Jan 08 - Jan 14):

  • Front-end development of sol.gpu.net started.

  • Integration of the smart contract in the website.

  • Backend and event-listeners for barrel sale were developed.

  • Introduction of Barrel Swap options, and their implementation in Smart Contract.

  • AI Agent for twitter (GPU Agent), similar to perplexity agent but 1 month before them

Week 3 (Jan 15 - Jan 22):

  • Integration testing for sol.gpu.net, including front-end testing, back-end testing, and flow testing.

  • Internal team testing for solana barrel sale

  • Design and development of sol.gpu.net landing page

  • Development started for GANChain Nova Upgrade.

  • Started benchmarking GPUs for optimisation of inferencing ML models

Week 4 (Jan 23 - Jan 31):

  • Solana Barrel Sale Launch (sol.gpu.net), tier wise white list and fair launch

  • Iteration over smart contract of barrel sale, to include more swap options.

  • Ideation for minting and burning the NFTs and swapping options to compute, nodes, queen and king.

  • Testing newer versions of Substrate and Polkadot for GAN Chain, stress testing with a huge number of transactions.

  • ML Perf benchmarking on various GPU clusters.

Week 5 (Feb 01 - Feb 07):

  • Development and testing for minting and burning barrel NFTs

  • Front-end development for Barrel Swap options, and integration.

  • Production Deployment of NFT minting option and automatic minting on sol.gpu.net

  • Set up GPU clusters with Multi-Instance GPUs (MIGs) and GPU optimisation with it

  • Development of GAN Chain features on a newer version of Substrate and Polkadot.

Week 6 (Feb 08 - Feb 14):

  • Production Deployment of Swap for Compute option in Barrels.

  • NFT Listing on Magic Eden for Barrels.

  • DApp Auth and API migration from Authoriser to Custom Made Auth.

  • Fixing and Improving of GPU Agent

  • After testing, made a decision to continue with the older version of Polkadot, since no performance improvement and added complexity.

Week 7 (Feb 15 - Feb 21):

  • Providers move to DApp from Dashboard.

  • DApp public view marketplace development and deployment.

  • DApp API migration from Hasura GraphQL to custom REST APIs.

  • Benchmarking LLMs for GPU Profiling

  • Feature Analysis for Nova and Mainnet Upgrade over the same version of Substrate.

Week 8 (Feb 22 - Feb 28):

  • Bug Fixes on DApp, Barrel, GPUnet Website and Dashboard.

  • Feature Planning for Subnets and Token Page.

  • UI Design for Subnets

  • Setting up Inferencing Engine and Optimising performance by 10%.

  • Development started for Nova Mainnet on GAN Chain.

Week 9 (Mar 01 - Mar 07):

  • UI Design for Token (Quests Page) started

  • Development of Smart contract, Front-end and Back-end of Subnets

  • Planning for Node and GP buy back

  • Quantization of Models and Improving Inferencing Speeds

  • Quantized KV Cache, more offloading to CPU Memory.

Week 10 (Mar 08 - Mar 14):

  • Beta Launch for Subnets with 50 Invite Only users

  • Development of Node Buy Back and GP Buy Back

  • Features Planning for AI Agents for Subnet

  • Testing GAN Chain dev env with Lesser Security and Greater Speed [Block time 1 sec]

Week 11 (Mar 15 - Mar 22):

  • Node and GP Buy Back Launch for Batch 1

  • Subnet Referral Codes Updated, Bug Fixes and improvements according to users feedback

  • Development of AI Agent to enquire about subnets

  • Quests UI Development started.

Week 12 (Mar 23 - Mar 31):

  • Integration of AI Agent in Subnets, and Deployment to Production

  • Major improvements in the voting logic in Subnets following the user feedback.

  • Development of AI Agent to create a subnet, it is supposed to chat with a user and create a subnet for him/her.

  • Compilation of Results from Testing Faster BlockRates in GAN Chain dev. We decided not to compromise the security of the chain for speed.

  • Development of hardcoded formulae for tokenomics and block rewards emission in GAN Chain for Nova Mainnet.

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