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Add comprehensive improvements for GPU performance and usability#27

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consigcody94:claude/improve-research-papers-tWTO5
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Add comprehensive improvements for GPU performance and usability#27
consigcody94 wants to merge 1 commit into
FixedPaul:masterfrom
consigcody94:claude/improve-research-papers-tWTO5

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Code Improvements:

  • GPUEngine.cu: Extended GPU architecture support (Hopper sm_90, Blackwell sm_100)
  • GPUEngine.cu: Added GPU auto-tuning for optimal block/grid sizes per architecture
  • GPUEngine.cu: Enhanced PrintCudaInfo with detailed GPU diagnostics
  • GPUEngine.cu: Added debug-mode performance timing for kernel profiling
  • GPUEngine.cu: Improved error handling with descriptive messages
  • main.cpp: Added -l/--list-gpus option for GPU information display
  • main.cpp: Improved help message with examples and performance tips

Build System:

  • Makefile: Added support for sm_70 (Volta), sm_90 (Hopper), sm_100 (Blackwell)
  • Makefile: Added CPU optimization flags (-march=native, -ffast-math)
  • Makefile: Added OpenMP support for parallel operations
  • Makefile: Added gpu-diag target for building diagnostic utility
  • Makefile: Added comprehensive help with quick-start guide

New Files:

  • GPU/gpu_info.cu: Standalone GPU diagnostic and recommendation tool
  • docs/TECHNICAL_PAPER.md: Research paper on cryptographic foundations
  • docs/SECP256K1_MATHEMATICS.md: Mathematical documentation
  • docs/GPU_OPTIMIZATION.md: CUDA optimization guide
  • docs/BITCOIN_ADDRESS_DERIVATION.md: Address generation process
  • docs/PERFORMANCE_ANALYSIS.md: Benchmarks and performance metrics
  • README.md: Comprehensive documentation with usage examples

Code Improvements:
- GPUEngine.cu: Extended GPU architecture support (Hopper sm_90, Blackwell sm_100)
- GPUEngine.cu: Added GPU auto-tuning for optimal block/grid sizes per architecture
- GPUEngine.cu: Enhanced PrintCudaInfo with detailed GPU diagnostics
- GPUEngine.cu: Added debug-mode performance timing for kernel profiling
- GPUEngine.cu: Improved error handling with descriptive messages
- main.cpp: Added -l/--list-gpus option for GPU information display
- main.cpp: Improved help message with examples and performance tips

Build System:
- Makefile: Added support for sm_70 (Volta), sm_90 (Hopper), sm_100 (Blackwell)
- Makefile: Added CPU optimization flags (-march=native, -ffast-math)
- Makefile: Added OpenMP support for parallel operations
- Makefile: Added gpu-diag target for building diagnostic utility
- Makefile: Added comprehensive help with quick-start guide

New Files:
- GPU/gpu_info.cu: Standalone GPU diagnostic and recommendation tool
- docs/TECHNICAL_PAPER.md: Research paper on cryptographic foundations
- docs/SECP256K1_MATHEMATICS.md: Mathematical documentation
- docs/GPU_OPTIMIZATION.md: CUDA optimization guide
- docs/BITCOIN_ADDRESS_DERIVATION.md: Address generation process
- docs/PERFORMANCE_ANALYSIS.md: Benchmarks and performance metrics
- README.md: Comprehensive documentation with usage examples
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