GPUOS delivers up to 15.3x speedup over standard PyTorch by running a single persistent kernel that receives tasks from a host queue and injects JIT-compiled operators at runtime via NVRTC and device function pointers.
Efficient performance-aware gpu sharing with compatibility and isolation through kernel space interception
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GPUOS: A GPU Operating System Primitive for Transparent Operation Fusion
GPUOS delivers up to 15.3x speedup over standard PyTorch by running a single persistent kernel that receives tasks from a host queue and injects JIT-compiled operators at runtime via NVRTC and device function pointers.