CUDA Runtime
NVIDIA's parallel computing platform for GPU acceleration
B-
Score: 65/100
Type
Execution
aot
Interface
sdk
About
CUDA is NVIDIA's parallel computing platform and programming model for GPU computing. For local LLM inference, CUDA enables GPU acceleration through cuBLAS, cuDNN, and custom CUDA kernels. Required for NVIDIA GPU inference with most tools.
Performance
100ms
Cold Start
500MB
Base Memory
50ms
Startup Overhead
✓ Last Verified
Date: Jan 18, 2026
Method: manual test
Manually verified
Languages
CC++Python
Details
- Isolation
- hardware
- Maturity
- production
- License
- Proprietary