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  • NVIDIA DRIVE OS Linux SDK API Reference

    6.0.9 Release
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    nvmedia_tensormetadata.h
    Go to the documentation of this file.
    1 /*
    2  * SPDX-FileCopyrightText: Copyright (c) 2017-2022 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
    3  * SPDX-License-Identifier: LicenseRef-NvidiaProprietary
    4  *
    5  * NVIDIA CORPORATION, its affiliates and licensors retain all intellectual
    6  * property and proprietary rights in and to this material, related
    7  * documentation and any modifications thereto. Any use, reproduction,
    8  * disclosure or distribution of this material and related documentation
    9  * without an express license agreement from NVIDIA CORPORATION or
    10  * its affiliates is strictly prohibited.
    11  */
    12 
    22 #ifndef NVM_TENSORMETADATA_H
    23 #define NVM_TENSORMETADATA_H
    24 
    25 #ifdef __cplusplus
    26 extern "C" {
    27 #endif
    28 
    46 #define NVMEDIA_TENSOR_MAX_DIMENSIONS (8u)
    47 
    50 #define NVM_TENSOR_ATTR_DIMENSION_ORDER_NHWC (0x00000001u)
    51 
    52 #define NVM_TENSOR_ATTR_DIMENSION_ORDER_NCHW (0x00000002u)
    53 
    54 #define NVM_TENSOR_ATTR_DIMENSION_ORDER_NCxHWx (0x00000003u)
    55 
    56 #if (NV_IS_SAFETY == 0)
    57 
    58 #define NVM_TENSOR_ATTR_DATA_TYPE_UINT (0x00000001u)
    59 #endif
    60 
    62 #define NVM_TENSOR_ATTR_DATA_TYPE_INT (0x00000002u)
    63 
    64 #define NVM_TENSOR_ATTR_DATA_TYPE_FLOAT (0x00000003u)
    65 
    66 #if (NV_IS_SAFETY == 0)
    67 
    68 #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_64 (64U)
    69 
    70 #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_32 (32U)
    71 #endif /* (NV_IS_SAFETY == 0) */
    72 
    74 #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_16 (16U)
    75 
    76 #define NVM_TENSOR_ATTR_BITS_PER_ELEMENT_8 (8U)
    77 
    78 #if (NV_IS_SAFETY == 0)
    79 
    113 #define NVM_TENSOR_NHWC_E_STRIDE_INDEX 0U
    114 
    122 #define NVM_TENSOR_NHWC_C_STRIDE_INDEX NVM_TENSOR_NHWC_E_STRIDE_INDEX
    123 
    131 #define NVM_TENSOR_NHWC_W_STRIDE_INDEX 1U
    132 
    140 #define NVM_TENSOR_NHWC_H_STRIDE_INDEX 2U
    141 
    149 #define NVM_TENSOR_NHWC_N_STRIDE_INDEX 3U
    150 
    176 #define NVM_TENSOR_NCHW_E_STRIDE_INDEX 0U
    177 
    186 #define NVM_TENSOR_NCHW_W_STRIDE_INDEX NVM_TENSOR_NCHW_E_STRIDE_INDEX
    187 
    195 #define NVM_TENSOR_NCHW_H_STRIDE_INDEX 1U
    196 
    203 #define NVM_TENSOR_NCHW_C_STRIDE_INDEX 2U
    204 
    212 #define NVM_TENSOR_NCHW_N_STRIDE_INDEX 3U
    213 
    241 #define NVM_TENSOR_NCxHWx_E_STRIDE_INDEX 0U
    242 
    251 #define NVM_TENSOR_NCxHWx_X_STRIDE_INDEX NVM_TENSOR_NCxHWx_E_STRIDE_INDEX
    252 
    260 #define NVM_TENSOR_NCxHWx_W_STRIDE_INDEX 1U
    261 
    269 #define NVM_TENSOR_NCxHWx_H_STRIDE_INDEX 2U
    270 
    278 #define NVM_TENSOR_NCxHWx_Cx_STRIDE_INDEX 3U
    279 
    287 #define NVM_TENSOR_NCxHWx_N_STRIDE_INDEX 4U
    288 
    304 #define NVM_TENSOR_NHWC_C_DIMSZ_INDEX 0U
    305 
    312 #define NVM_TENSOR_NHWC_W_DIMSZ_INDEX 1U
    313 
    320 #define NVM_TENSOR_NHWC_H_DIMSZ_INDEX 2U
    321 
    328 #define NVM_TENSOR_NHWC_N_DIMSZ_INDEX 3U
    329 
    345 #define NVM_TENSOR_NCHW_W_DIMSZ_INDEX 0U
    346 
    353 #define NVM_TENSOR_NCHW_H_DIMSZ_INDEX 1U
    354 
    361 #define NVM_TENSOR_NCHW_C_DIMSZ_INDEX 2U
    362 
    369 #define NVM_TENSOR_NCHW_N_DIMSZ_INDEX 3U
    370 
    386 #define NVM_TENSOR_NCxHWx_x_DIMSZ_INDEX 0U
    387 
    394 #define NVM_TENSOR_NCxHWx_W_DIMSZ_INDEX 1U
    395 
    402 #define NVM_TENSOR_NCxHWx_H_DIMSZ_INDEX 2U
    403 
    410 #define NVM_TENSOR_NCxHWx_Cx_DIMSZ_INDEX 3U
    411 
    418 #define NVM_TENSOR_NCxHWx_N_DIMSZ_INDEX 4U
    419 
    423 #endif /* (NV_IS_SAFETY == 0) */
    424 
    428 typedef struct {
    434  uint32_t dimsNum;
    443  uint32_t dimSizes[NVMEDIA_TENSOR_MAX_DIMENSIONS];
    447  uint32_t dimstrides[NVMEDIA_TENSOR_MAX_DIMENSIONS];
    449  uint32_t dimsOrder;
    451  uint32_t bitsPerElement;
    453  uint32_t dataType;
    455  uint32_t attrib4D_N;
    457  uint32_t attrib4D_C;
    459  uint32_t attrib4D_H;
    461  uint32_t attrib4D_W;
    463  uint32_t attrib4D_X;
    465 
    466 #ifdef __cplusplus
    467 } /* extern "C" */
    468 #endif
    469 
    470 #endif /* NVM_TENSORMETADATA_H */
    NvMediaTensorMetaData::attrib4D_X
    uint32_t attrib4D_X
    Holds the tensor attribute X.
    Definition: nvmedia_tensormetadata.h:463
    NVMEDIA_TENSOR_MAX_DIMENSIONS
    #define NVMEDIA_TENSOR_MAX_DIMENSIONS
    Defines the maximum number of tensor dimensions.
    Definition: nvmedia_tensormetadata.h:46
    NvMediaTensorMetaData::attrib4D_C
    uint32_t attrib4D_C
    Holds the tensor attribute C.
    Definition: nvmedia_tensormetadata.h:457
    NvMediaTensorMetaData::attrib4D_W
    uint32_t attrib4D_W
    Holds the tensor attribute W.
    Definition: nvmedia_tensormetadata.h:461
    NvMediaTensorMetaData::attrib4D_H
    uint32_t attrib4D_H
    Holds the tensor attribute H.
    Definition: nvmedia_tensormetadata.h:459
    NvMediaTensorMetaData::dimsOrder
    uint32_t dimsOrder
    Holds the order of the dimensions.
    Definition: nvmedia_tensormetadata.h:449
    NvMediaTensorMetaData::bitsPerElement
    uint32_t bitsPerElement
    Holds the bitsPerElement such as NVM_TENSOR_ATTR_BITS_PER_ELEMENT_8/16.
    Definition: nvmedia_tensormetadata.h:451
    NvMediaTensorMetaData::dataType
    uint32_t dataType
    Holds the tensor datatype, such as NVM_TENSOR_ATTR_DATA_TYPE_INT/FLOAT.
    Definition: nvmedia_tensormetadata.h:453
    NvMediaTensorMetaData::attrib4D_N
    uint32_t attrib4D_N
    Holds the tensor attribute N.
    Definition: nvmedia_tensormetadata.h:455
    NvMediaTensorMetaData
    Holds the tensor metadata.
    Definition: nvmedia_tensormetadata.h:428
    NvMediaTensorMetaData::dimsNum
    uint32_t dimsNum
    Holds the number of valid elements in dimSizes[] and dimstrides[].
    Definition: nvmedia_tensormetadata.h:434
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