Update docker image of CUDA

[coketaste]

Pull Request

📋 Description

Brief description of changes and motivation.

🎯 Type of Change

• 🐛 Bug fix (non-breaking change fixing an issue)
• ✨ New feature (non-breaking change adding functionality)
• 💥 Breaking change (fix or feature causing existing functionality to not work)
• 📚 Documentation update
• 🚀 Performance improvement
• 🔨 Code refactoring
• 🧪 Test improvements
• 🐳 Docker/Infrastructure changes

📚 Module Impact

Which modules are affected by this change?

• Module 1: Foundations of GPU Computing
• Module 2: Multi-Dimensional Data Processing
• Module 3: GPU Architecture and Execution Models
• Module 4: Advanced GPU Programming Techniques
• Module 5: Performance Engineering and Optimization
• Module 6+: Future modules
• Build system/Infrastructure
• Documentation only

🧪 Testing

Compilation Testing:

• ✅ Compiled successfully on CUDA
• ✅ Compiled successfully on HIP
• ✅ Cross-platform compatibility verified
• 🚫 Not applicable (documentation/infrastructure only)

Runtime Testing:

• ✅ Tested example execution
• ✅ Verified correct output
• ✅ Performance benchmarking completed
• 🚫 Not applicable

Environment Testing:

• ✅ Native installation
• ✅ Docker containers (CUDA)
• ✅ Docker containers (ROCm)
• ✅ Multiple GPU configurations

📖 Documentation

• ✅ Updated relevant README files
• ✅ Updated module content.md files
• ✅ Added/updated code comments
• ✅ Updated build system documentation
• 🚫 No documentation changes needed

🔍 Code Quality

• ✅ My code follows the project style guidelines
• ✅ I have performed a self-review of my code
• ✅ I have commented complex algorithms and optimizations
• ✅ I have added proper error handling
• ✅ My changes generate no new compiler warnings

⚡ Performance

• ✅ No performance regression verified
• ✅ Performance improvements documented
• ✅ Benchmarking results included
• 🚫 Not applicable

🔄 Backward Compatibility

• ✅ Changes are backward compatible
• ⚠️ Changes include breaking changes (documented below)
• 🚫 Not applicable

💥 Breaking Changes

🔗 Related Issues

Fixes #
Relates to #

📸 Screenshots/Output

🧾 Additional Notes

✅ Final Checklist

• I have tested this change thoroughly
• I have updated all relevant documentation
• I have considered cross-platform compatibility
• I have considered the educational impact of this change
• I understand this change may be tested on multiple GPU platforms