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Meta SAM 2.1

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CODING · 1 SOURCE · NVIDIA Developer

NVIDIA publishes DIN Deploy C++ samples using ONNX Runtime + TensorRT RTX

Do Inference Now (DIN) Deploy is an open-source repository of C++ samples that pair ONNX Runtime with the NVIDIA TensorRT RTX execution provider to accelerate local AI inference on Windows and Linux. Samples demonstrate ASR (OpenAI Whisper, Parakeet TDT, Nemotron), Meta SAM 2.1 segmentation, and FLUX.2-klein-4B image generation, include CMake presets (x86-64, Arm64), show graphics interop using ONNX Runtime 1.25 with Vulkan/DirectX, and report GPU speedups (e.g., 206x for Parakeet TDT, 39x for Nemotron streaming, SAM 2.1 at 38.3 FPS vs 0.5 FPS on CPU).

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