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What is Nvidia CUDA Compiler mean?
Nvidia CUDA Compiler (NVCC) is a proprietary compiler by Nvidia intended for use with CUDA. CUDA code runs on both the CPU and GPU. NVCC separates these two parts and sends host code (the part of code which will be run on the CPU) to a C compiler like GCC or Intel C++ Compiler (ICC) or Microsoft Visual C Compiler, and sends the device code (the part which will run on the GPU) to the GPU. The device code is further compiled by NVCC. NVCC is based on LLVM. According to Nvidia provided documentation, nvcc in version 7.0 supports many language constructs that are defined by the C++11 standard and a few C99 features as well. In version 9.0 several more constructs from the C++14 standard are supported.
Any source file containing CUDA language extensions (.cu) must be compiled with nvcc. NVCC is a compiler driver which works by invoking all the necessary tools and compilers like cudacc, g++, cl, etc. NVCC can output either C code (CPU Code) that must then be compiled with the rest of the application using another tool or PTX or object code directly. An executable with CUDA code requires: the CUDA core library (cuda) and the CUDA runtime library (cudart).
Other widely used libraries:
CUBLAS: BLAS implementationCUFFT: FFT implementationCUDPP (Data Parallel Primitives): Reduction, Scan, Sort.Thrust: Reduction, Scan, Sort. referencePosted on 08 Jan 2025, this text provides information on Miscellaneous in Computing related to Computing. Please note that while accuracy is prioritized, the data presented might not be entirely correct or up-to-date. This information is offered for general knowledge and informational purposes only, and should not be considered as a substitute for professional advice.
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