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Minor fixes for 08-openvino
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08-openvino/08-openvino.tex

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@@ -83,7 +83,7 @@ \section{Overview}
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\begin{frame}{OpenVINO at a Glance}
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\begin{itemize}
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\item \textbf{Purpose:} Optimize and deploy AI inference across CPUs (x86, ARM, RISC-V), GPUs, NPUs, and other accelerators
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\item \textbf{Core components:} Runtime (Inference Engine), Post-Training Optimization Tool, Benchmark tools, Notebooks
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\item \textbf{Core components:} Runtime (Inference Engine), Plugins (Targets), Frontends
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\item \textbf{Model formats (Frontends):} IR (\texttt{.xml/.bin}), ONNX (\texttt{.onnx}), TensorFlow (SavedModel/MetaGraph/frozen \texttt{.pb/.pbtxt}), TensorFlow Lite (\texttt{.tflite}), PaddlePaddle (\texttt{.pdmodel}), PyTorch (TorchScript/FX \texttt{.pt/.pth})
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\item \textbf{Targets:} CPU, GPU (e.g., Intel Arc), NPU, and more via plugins
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\item \textbf{Key benefits:} Performance, portability, unified API, quantization (INT8), easy deployment
@@ -212,7 +212,7 @@ \section{API Examples}
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\end{frame}
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\section{Tools and Benchmarks}
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\begin{frame}{Command-line Tools Overview}
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\begin{frame}{Brief Tools Overview}
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\begin{itemize}
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\item \textbf{benchmark\_app}: measures latency / throughput on target devices
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\item \textbf{OpenVINO Notebooks}: interactive tutorials for many models (YOLO, SSD, Segmentation, LLMs) \\
@@ -264,8 +264,8 @@ \section{Getting OpenVINO}
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\begin{itemize}
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\item Use prebuilt packages from Intel:
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\begin{itemize}
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\item Linux: \texttt{pip install openvino-dev} (Python API + tools)
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\item Windows: \texttt{pip install openvino-dev} or installer from \href{https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/download.html}{Intel website}
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\item Linux: \texttt{pip install openvino} (Python API + tools)
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\item Windows: \texttt{pip install openvino} or installer from \href{https://www.intel.com/content/www/us/en/developer/tools/openvino-toolkit/download.html}{Intel website}
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\end{itemize}
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\item (Optional) Create isolated environment:
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\begin{itemize}
@@ -290,7 +290,7 @@ \section{Getting OpenVINO}
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\begin{itemize}
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\item Clone sources:
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\begin{lstlisting}
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git clone https://github.com/openvinotoolkit/openvino.git
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git clone https://github.com/openvinotoolkit/openvino.git --recurse-submodules
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cd openvino
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\end{lstlisting}
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\item Install build dependencies (compiler, CMake, Python, git)

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