TensorInfo.hpp

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#pragma once
 
// std
#include <cstdint>
 
// project
#include "depthai-shared/utility/Serialization.hpp"
 
namespace dai {
 
struct TensorInfo {
    enum class StorageOrder : int {
        NHWC = 0x4213,
        NHCW = 0x4231,
        NCHW = 0x4321,
        HWC = 0x213,
        CHW = 0x321,
        WHC = 0x123,
        HCW = 0x231,
        WCH = 0x132,
        CWH = 0x312,
        NC = 0x43,
        CN = 0x34,
        C = 0x3,
        H = 0x2,
        W = 0x1,
    };
 
    enum class DataType : int {
        FP16 = 0,  // Half precision floating point
        U8F = 1,   // Unsigned byte
        INT = 2,   // Signed integer (4 byte)
        FP32 = 3,  // Single precision floating point
        I8 = 4,    // Signed byte
    };
 
    StorageOrder order = StorageOrder::NCHW;
    DataType dataType = DataType::FP16;
    unsigned int numDimensions = 0;
    std::vector<unsigned> dims;
    std::vector<unsigned> strides;
    std::string name;
    unsigned int offset = 0;
};
 
DEPTHAI_SERIALIZE_EXT(TensorInfo, order, dataType, numDimensions, dims, strides, name, offset);
 
}  // namespace dai