PTX (Parallel Thread Execution) is a low-level parallel thread execution virtual machine and instruction set architecture (ISA) used by NVIDIA GPUs. It serves as a stable programming model for CUDA, allowing developers to write code that can be compiled and run on different generations of NVIDIA GPUs without recompilation. It's an intermediate language between high-level languages like C++ (with CUDA extensions) and the GPU's native machine code. It is commonly used for creating high performance parallel computing applications. NVIDIA uses PTX to maintain forward compatibility across CUDA hardware releases.
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