GPU AI Code Editor
AI-powered code editor designed specifically for CUDA development and optimization.
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Inline Profiling
NCU integration with 12+ metrics
Hardware-Aware AI
GPU architecture-specific suggestions
Local LLM Support
Ollama, vLLM, and BYOK privacy
Profiling Terminal
Real-time GPU metrics and analysis
// CUDA optimization results
Our AI generates optimized CUDA kernels that deliver up to 179x performance improvements over baseline implementations.
Performance Gains
Matrix Transpose104x
Baseline
1.2 TFLOPS
Optimized
187.2 TFLOPS
Monte Carlo Integration179x
Baseline
0.8 TFLOPS
Optimized
143.2 TFLOPS
Dot Product102x
Baseline
2.1 TFLOPS
Optimized
214.2 TFLOPS
Matrix Copy89.5x
Baseline
1.5 TB/s
Optimized
134.3 TB/s
Reduction73.3x
Baseline
3.2 TFLOPS
Optimized
234.6 TFLOPS
LayerNorm22.4x
Baseline
4.1 TFLOPS
Optimized
91.8 TFLOPS
// Join the community
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