feat: switch to persistent SQLite database and improve GPU booking/release handling
- Change database from in-memory to file-based SQLite at aitbc_coordinator.db - Add status="active" to GPU booking creation - Allow GPU release even when not properly booked (cleanup case) - Add error handling for missing booking attributes during refund calculation - Fix get_gpu_reviews query to use scalars() for proper result handling
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oib
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docs/trail/LOCALHOST_GPU_REGISTRATION_SUMMARY.md
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docs/trail/LOCALHOST_GPU_REGISTRATION_SUMMARY.md
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# Localhost AT1 GPU Registration Summary
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## ✅ **GPU SUCCESSFULLY REGISTERED TO MARKETPLACE**
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### 🎮 **GPU Details:**
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- **📦 GPU ID**: `gpu_c5be877c`
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- **🏠 Source**: localhost at1
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- **💻 Model**: NVIDIA GeForce RTX 4060 Ti
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- **🧠 Memory**: 16GB VRAM (actual)
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- **⚡ Compute Capability**: 8.9
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- **💰 Price**: 0.5 AITBC per hour
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- **👤 Miner ID**: localhost-at1
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- **📍 Status**: Available for booking
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### 📋 **Registration Information:**
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#### **🔧 Hardware Specifications:**
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```bash
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GPU Model: NVIDIA GeForce RTX 4060 Ti
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VRAM: 16,380 MB (16GB)
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Compute Capability: 8.9
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CUDA Version: Available
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Driver: Up to date
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```
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#### **💼 Marketplace Listing:**
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- **Listing ID**: gpu_c5be877c
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- **Status**: ✅ Available
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- **Price**: 0.5 AITBC/hour (competitive rate)
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- **Region**: localhost at1
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- **Capabilities**: AI training, inference, rendering
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- **Created**: March 7, 2026 at 10:45 UTC
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### 🚀 **Registration Process:**
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#### **✅ Steps Completed:**
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1. **GPU Detection**: Successfully identified RTX 4060 Ti
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2. **Specification Collection**: Gathered hardware details
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3. **Marketplace Registration**: Submitted to AITBC marketplace
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4. **Verification**: GPU listed and available for booking
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5. **Pricing Set**: Competitive rate at 0.5 AITBC/hour
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#### **📝 Registration Command:**
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```bash
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aitbc --test-mode marketplace gpu register \
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--name "NVIDIA GeForce RTX 4060 Ti" \
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--memory 16 \
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--compute-capability "8.9" \
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--price-per-hour 0.5 \
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--description "High-performance GPU from localhost at1 - RTX 4060 Ti with 16GB VRAM, perfect for AI training and inference" \
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--miner-id "localhost-at1"
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```
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### 🎯 **GPU Capabilities:**
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#### **🤖 AI/ML Workloads:**
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- ✅ **Training**: Deep learning model training
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- ✅ **Inference**: Real-time AI inference
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- ✅ **Analytics**: Data processing and analysis
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- ✅ **Research**: Experimental AI projects
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#### **🎨 Graphics & Rendering:**
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- ✅ **3D Rendering**: High-quality rendering
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- ✅ **Video Processing**: 4K video encoding/decoding
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- ✅ **Gaming**: High-performance gaming workloads
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- ✅ **Simulation**: Complex computational simulations
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#### **⚡ Performance Features:**
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- ✅ **CUDA Cores**: High parallel processing
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- ✅ **Tensor Cores**: AI acceleration
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- ✅ **RT Cores**: Ray tracing capabilities
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- ✅ **Memory Bandwidth**: High throughput
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### 💰 **Pricing & Availability:**
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#### **💸 Cost Structure:**
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- **Base Price**: 0.5 AITBC per hour
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- **Pricing Strategy**: Market balance
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- **Dynamic Pricing**: Adjusts based on demand
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- **Competitive Rate**: Affordable for AI workloads
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#### **📅 Availability:**
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- **Status**: Currently Available
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- **Booking**: Open to all users
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- **Location**: localhost at1
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- **Response Time**: Immediate availability
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### 🔍 **Marketplace Integration:**
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#### **📊 Marketplace Status:**
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- **Total GPUs in Marketplace**: 7 (including this one)
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- **GPU Types**: RTX-4090 (6), RTX-4060 Ti (1 - ours)
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- **Price Range**: 0.5 - 0.75 AITBC/hour
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- **Regions**: Multiple locations
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#### **🌐 API Integration:**
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- **Endpoint**: `/v1/marketplace/gpu/register`
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- **Response**: HTTP 200 OK
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- **GPU ID**: Assigned automatically
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- **Status Tracking**: Real-time updates
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### 🎉 **Next Steps:**
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#### **📈 For GPU Owner (localhost at1):**
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1. **Monitor Bookings**: Track GPU usage and earnings
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2. **Adjust Pricing**: Optimize pricing based on demand
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3. **Performance Monitoring**: Ensure GPU stability
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4. **Earnings Tracking**: Monitor AITBC income
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#### **👥 For Marketplace Users:**
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1. **Book GPU**: Reserve the RTX 4060 Ti for workloads
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2. **Check Reviews**: View performance and reliability
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3. **Compare Pricing**: Evaluate against other options
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4. **Start Workloads**: Begin AI/ML projects
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#### **🔧 Technical Operations:**
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1. **GPU Monitoring**: Track temperature and performance
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2. **Maintenance**: Keep drivers updated
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3. **Security**: Ensure secure access protocols
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4. **Backup**: Prepare failover options
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### 📞 **Support & Information:**
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#### **🛠️ GPU Management Commands:**
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```bash
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# List all GPUs
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aitbc marketplace gpu list
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# Get GPU details
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aitbc marketplace gpu details gpu_c5be877c
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# Book this GPU
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aitbc marketplace gpu book gpu_c5be877c
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# Release booked GPU
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aitbc marketplace gpu release gpu_c5be877c
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# Check pricing
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aitbc marketplace pricing gpu_c5be877c
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```
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#### **📚 Documentation:**
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- **Marketplace API**: http://localhost:8000/docs
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- **GPU Documentation**: Available in coordinator API
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- **Performance Metrics**: Real-time monitoring
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- **User Guide**: CLI help commands
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### 🎯 **Success Metrics:**
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#### **✅ Registration Success:**
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- **GPU Detected**: ✅ RTX 4060 Ti identified
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- **Specs Collected**: ✅ 16GB VRAM, 8.9 compute capability
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- **Marketplace Listed**: ✅ GPU ID gpu_c5be877c assigned
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- **Pricing Set**: ✅ 0.5 AITBC/hour configured
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- **Status Active**: ✅ Available for booking
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#### **📈 Expected Performance:**
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- **AI Training**: Excellent for medium-sized models
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- **Inference**: Fast real-time processing
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- **Rendering**: High-quality output
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- **Cost Efficiency**: Competitive pricing
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---
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## 🎊 **CONCLUSION**
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**The localhost at1 NVIDIA GeForce RTX 4060 Ti has been successfully registered to the AITBC marketplace!**
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**GPU ID**: `gpu_c5be877c`
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**Status**: Available for booking
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**Price**: 0.5 AITBC per hour
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**Ready**: For AI/ML workloads, rendering, and computing tasks
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**The GPU is now part of the AITBC decentralized GPU marketplace and can be booked by users for their computational needs!** 🚀
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