/*! * Copyright (c) 2023-2025 by Contributors * \file support/vlm_utils.h * \brief Tools for debug purposes. */ #ifndef MLC_LLM_SUPPORT_VLM_UTILS_H_ #define MLC_LLM_SUPPORT_VLM_UTILS_H_ #include #include namespace mlc { namespace llm { /*! * \brief Calculate the target height and width for resizing an image based on the input data and * model type. \param image_data The input image data as a TVM Tensor. \param model_type The type * of the model influencing the resizing parameters (e.g., phi3v). \param target_height Reference to * the variable where the calculated target height will be stored. \param target_width Reference to * the variable where the calculated target width will be stored. */ void CalculateResizeShape(tvm::runtime::Tensor image_data, std::string model_type, int* p_target_height, int* p_target_width); /*! * \brief Calculate the padding height and width for an image based on the input data and model * type. \param image_data The input image data as a TVM Tensor. \param model_type The type of the * model influencing the padding parameters (e.g., phi3v). \param pad_height Reference to the * variable where the calculated padding height will be stored. \param pad_width Reference to the * variable where the calculated padding width will be stored. */ void CalculatePadShape(tvm::runtime::Tensor image_data, std::string model_type, int* p_pad_height, int* p_pad_width); /*! * \brief Calculate the cropping height and width for an image based on the input data and model * type. \param image_data The input image data as a TVM Tensor. \param model_type The type of the * model influencing the cropping parameters (e.g., phi3v). \param crop_height Reference to the * variable where the calculated cropping height will be stored. \param crop_width Reference to the * variable where the calculated cropping width will be stored. */ void CalculateCropShape(tvm::runtime::Tensor image_data, std::string model_type, int* p_crop_height, int* p_crop_width); } // namespace llm } // namespace mlc #endif // MLC_LLM_SUPPORT_IMAGE_UTILS_H_