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NVIDIA DRIVE OS Linux SDK API Reference5.1.12.0 Release |
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NVIDIA DRIVE OS Linux SDK API Reference5.1.12.0 Release |
The NvMedia Tensor Metadata API encompasses all NvMedia Tensor metadata processing.
Tensor metadata processing follows the producer/consumer model:
Modules | |
| Dimension Indices - NCHW | |
| Dimension Indices - NCxHWx | |
| Dimension Indices - NHWC | |
| Stride Indices - NCHW | |
For NCHW tensor, assuming p,q,r,s correspond to N,C,H,W dimensions, the offset from the base address of the tensor to access a tensor value at coordinate (p,q,r,s) is calculated using the expression below: | |
| Stride Indices - NCxHWx | |
For NCxHWx tensor, assuming p,q,r,s correspond to N,C,H,W dimensions, the offset from the base address of the tensor to access a tensor value at coordinate (p,q,r,s) is calculated using the expression below: | |
| Stride Indices - NHWC | |
For the NHWC tensor, assuming p,q,r,s correspond to N,H,W,C dimensions, the offset from the base address of the tensor to access a tensor value at coordinate (p,q,r,s) is calculated using the expression below: | |
| Stride and Dimension Indices | |
| The application can use the stride and dimension indices defined below to access the strides and sizes from the corresponding arrays. | |
Macros | |
| #define | NVMEDIA_TENSOR_MAX_DIMENSIONS (8u) |
| Defines the maximum number of tensor dimensions. More... | |
| #define | NVM_TENSOR_ATTR_DIMENSION_ORDER_NHWC (0x00000001u) |
| NVM_TENSOR_ATTR_DIMENSION_ORDER flags. More... | |
| #define | NVM_TENSOR_ATTR_DIMENSION_ORDER_NCHW (0x00000002u) |
| Specifies the NCHW dimension order for 4-D tensors. More... | |
| #define | NVM_TENSOR_ATTR_DIMENSION_ORDER_NCxHWx (0x00000003u) |
| Specifies the NCxHWCx dimension order for 4-D tensors. More... | |
| #define | NVM_TENSOR_ATTR_DATA_TYPE_UINT (0x00000001u) |
| Specifies the unsigned integer tensor data type. More... | |
| #define | NVM_TENSOR_ATTR_DATA_TYPE_INT (0x00000002u) |
| Specifies the integer tensor data type. More... | |
| #define | NVM_TENSOR_ATTR_DATA_TYPE_FLOAT (0x00000003u) |
| Specifies the float tensor data type. More... | |
| #define | NVM_TENSOR_ATTR_BITS_PER_ELEMENT_64 (64U) |
| Indicates that each element is 64 bits wide. More... | |
| #define | NVM_TENSOR_ATTR_BITS_PER_ELEMENT_32 (32U) |
| Indicates that each element is 32 bits wide. More... | |
| #define | NVM_TENSOR_ATTR_BITS_PER_ELEMENT_16 (16U) |
| Indicates that each element is 16 bits wide. More... | |
| #define | NVM_TENSOR_ATTR_BITS_PER_ELEMENT_8 (8U) |
| Indicates that each element is 8 bits wide. More... | |
| #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_16 (16U) |
Indicates that each element is 16 bits wide.
Definition at line 63 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_32 (32U) |
Indicates that each element is 32 bits wide.
Definition at line 61 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_64 (64U) |
Indicates that each element is 64 bits wide.
Definition at line 59 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_8 (8U) |
Indicates that each element is 8 bits wide.
Definition at line 65 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_DATA_TYPE_FLOAT (0x00000003u) |
Specifies the float tensor data type.
Definition at line 56 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_DATA_TYPE_INT (0x00000002u) |
Specifies the integer tensor data type.
Definition at line 54 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_DATA_TYPE_UINT (0x00000001u) |
Specifies the unsigned integer tensor data type.
Definition at line 52 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_DIMENSION_ORDER_NCHW (0x00000002u) |
Specifies the NCHW dimension order for 4-D tensors.
Definition at line 47 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_DIMENSION_ORDER_NCxHWx (0x00000003u) |
Specifies the NCxHWCx dimension order for 4-D tensors.
Definition at line 49 of file nvmedia_tensormetadata.h.
| #define NVM_TENSOR_ATTR_DIMENSION_ORDER_NHWC (0x00000001u) |
NVM_TENSOR_ATTR_DIMENSION_ORDER flags.
Specifies the NHWC dimension order for 4-D tensors.
Definition at line 45 of file nvmedia_tensormetadata.h.
| #define NVMEDIA_TENSOR_MAX_DIMENSIONS (8u) |
Defines the maximum number of tensor dimensions.
Definition at line 41 of file nvmedia_tensormetadata.h.
