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gpu

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  1. UseGpu|Documentation

    Offload the vision projector to Gpu in Aspose.LLM for .NET — null defers to mtmd's auto-detection; explicit true/false forces a choice....runs the vision projector on GPU. Relevant only for vision presets;...default — typically true if a GPU is present) Category Multimodal...

    docs.aspose.com/llm/net/developer-reference/par...
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  2. PreferredAcceleration|Documentation

    Force a specific acceleration backend in Aspose.LLM for .NET — null auto-detects; set to CUDA, HIP, Metal, Vulkan, or a CPU variant to pin....CUDA — NVIDIA GPUs (Windows / Linux). HIP — AMD GPUs on Linux. Metal...Silicon. Vulkan — cross-vendor GPU; Windows AMD users; Intel iGPUs...

    docs.aspose.com/llm/net/developer-reference/par...
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  3. System requirements|Documentation

    Minimum requirements and prerequisites for developing applications with Aspose.OCR for Java.... GPU support To use a GPU-accelerated version...aspose-ocr-gpu ), you will need a CUDA capable GPU and NVIDIA...

    docs.aspose.com/ocr/java/system-requirements/
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  4. Multimodal context parameters|Documentation

    Configure the mtmd (multimodal) context in Aspose.LLM for .NET — Gpu offload for the vision projector, timing diagnostics, thread count, verbosity, and media marker....offload the vision projector to GPU. PrintTimings bool? native default...projector ( mmproj ) runs on the GPU alongside the base model. The...

    docs.aspose.com/llm/net/developer-reference/par...
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  5. System requirements|Documentation

    Minimum requirements and prerequisites for developing applications with Aspose.OCR for .NET....following operating systems: Read GPU support for additional system...system requirements of the GPU-accelerated package. Desktop Microsoft...

    docs.aspose.com/ocr/net/system-requirements/
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  6. Installation|Documentation

    Adding or updating Aspose.OCR for C++ package in your project....Cpp-GPU - GPU-accelerated OCR for Windows...Windows ( requires a CUDA capable GPU and NVIDIA CUDA Toolkit). Aspose...

    docs.aspose.com/ocr/cpp/installation/
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  7. System requirements|Documentation

    Supported .NET runtimes, operating systems, CPU and Gpu requirements, and disk/RAM sizing for Aspose.LLM for .NET....substantial RAM and preferably GPU acceleration. Supported .NET...native ARM binaries. GPU (optional) GPU acceleration is optional...

    docs.aspose.com/llm/net/system-requirements/
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  8. Metal|Documentation

    Run Aspose.LLM for .NET on Apple Silicon with Metal acceleration — unified memory, Gpu offload, and Apple M-series performance notes....memory architecture — the CPU and GPU share the same physical RAM —...Unified memory Because RAM and GPU memory are the same physical...

    docs.aspose.com/llm/net/developer-reference/acc...
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  9. Installation|Documentation

    Adding or updating Aspose.OCR for .NET package in your project....OCR-GPU - GPU-accelerated OCR ( requires...requires a CUDA capable GPU and NVIDIA CUDA Toolkit). There is no need...

    docs.aspose.com/ocr/net/installation/
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  10. CPU-only deployment|Documentation

    Run Aspose.LLM for .NET without a Gpu — pick a small preset, tune threads, and set realistic performance expectations....inference speed for simplicity: no GPU drivers, no CUDA or ROCm runtimes...pattern The host has no GPU, or no GPU supported by Aspose.LLM...

    docs.aspose.com/llm/net/use-cases/cpu-only-depl...
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