Introduction

This module consists of definitions (macros, structures, utility functions) that are commonly applicable to all MMALIB kernels.

File to hold buffer parameter related info for MMALIB.

Version: 0.1 - Jan 2018 : Initial Version

Data Structures
struct	MMALIB_bufParams1D_t
	A structure for a 1 dimensional buffer descriptor. More...

struct	MMALIB_bufParams2D_t
	A structure for a 2 dimensional buffer descriptor. More...

struct	MMALIB_bufParams3D_t
	A structure for a 3 dimensional buffer descriptor. More...

struct	MMALIB_bufParamsND_t
	A structure for a N dimensional buffer descriptor. More...

Functions
static int32_t	MMALIB_sizeof (uint32_t type)

Variables
static const int32_t	size_of_type []
	Inline function returns number of bytes per element given a type of MMALIB_data_type_e. More...

Typedefs
typedef MMALIB_activation_type_e	MMALIB_activation_type

typedef MMALIB_quantMethod_type_e	MMALIB_quantMethod_type

typedef MMALIB_activation_type_e	MMALIB_activation_type

typedef MMALIB_enableDynamicRange_type_e	MMALIB_enableDynamicRange_type
	Type for enableDynamicRange variables. More...

typedef MMALIB_initDynamicRange_type_e	MMALIB_initDynamicRange_type
	Type for initDynamicRange variables. More...

typedef MMALIB_quantMethod_type_e	MMALIB_quantMethod_type
	Type for initDynamicRange variables. More...

typedef MMALIB_activation_type_e	MMALIB_activation_type

typedef MMALIB_enableDynamicRange_type_e	MMALIB_enableDynamicRange_type
	Type for enableDynamicRange variables. More...

typedef MMALIB_initDynamicRange_type_e	MMALIB_initDynamicRange_type
	Type for initDynamicRange variables. More...

typedef MMALIB_quantMethod_type_e	MMALIB_quantMethod_type
	Type for initDynamicRange variables. More...

typedef double	MMALIB_D64
	Double precision floating point. More...

typedef float	MMALIB_F32
	Single precision floating point. More...

typedef MMALIB_STATUS_NAME	MMALIB_STATUS
	Return value for MMALIB functions. More...

typedef void *	MMALIB_kernelHandle
	Handle type for MMALIB operations. More...

typedef MMALIB_tensor_format_e	MMALIB_tensor_format

typedef MMALIB_LUT_type_e	MMALIB_LUT_type

typedef MMALIB_broadcast_e	MMALIB_broadcast

Enumerations
enum	MMALIB_activation_type_e { MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_PSAT , MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_PSAT }
	The enumeration of possible activation operations on the computation. More...

enum	MMALIB_quantMethod_type_e { MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 , MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 , MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 }

enum	MMALIB_activation_type_e { MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_PSAT , MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_PSAT }
	The enumeration of possible activation operations on the computation. More...

enum	MMALIB_enableDynamicRange_type_e { MMALIB_DYNAMIC_RANGE_DISABLE = 0 , MMALIB_DYNAMIC_RANGE_ENABLE = 1 , MMALIB_DYNAMIC_RANGE_DISABLE = 0 , MMALIB_DYNAMIC_RANGE_ENABLE = 1 }
	The enumeration of possible dynamic range enable settings. More...

enum	MMALIB_initDynamicRange_type_e { MMALIB_DYNAMIC_RANGE_NOINIT = 0 , MMALIB_DYNAMIC_RANGE_INIT = 1 , MMALIB_DYNAMIC_RANGE_NOINIT = 0 , MMALIB_DYNAMIC_RANGE_INIT = 1 }
	The enumeration of possible dynamic range reset options. More...

enum	MMALIB_quantMethod_type_e { MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 , MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 , MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 }
	The enumeration of possible quantization methods. More...

enum	MMALIB_activation_type_e { MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_PSAT , MMALIB_NONE = 0 , MMALIB_RELU , MMALIB_SATURATION , MMALIB_ROUNDING , MMALIB_PSAT }
	The enumeration of possible activation operations on the computation. More...

enum	MMALIB_enableDynamicRange_type_e { MMALIB_DYNAMIC_RANGE_DISABLE = 0 , MMALIB_DYNAMIC_RANGE_ENABLE = 1 , MMALIB_DYNAMIC_RANGE_DISABLE = 0 , MMALIB_DYNAMIC_RANGE_ENABLE = 1 }
	The enumeration of possible dynamic range enable settings. More...

enum	MMALIB_initDynamicRange_type_e { MMALIB_DYNAMIC_RANGE_NOINIT = 0 , MMALIB_DYNAMIC_RANGE_INIT = 1 , MMALIB_DYNAMIC_RANGE_NOINIT = 0 , MMALIB_DYNAMIC_RANGE_INIT = 1 }
	The enumeration of possible dynamic range reset options. More...

enum	MMALIB_quantMethod_type_e { MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 , MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 , MMALIB_QUANT_PER_KERNEL = 0 , MMALIB_QUANT_PER_CHANNEL = 1 }
	The enumeration of possible quantization methods. More...

enum	MMALIB_data_type_e { MMALIB_INT8 = 0 , MMALIB_INT16 = 1 , MMALIB_INT32 = 2 , MMALIB_INT64 = 3 , MMALIB_INT128 = 4 , MMALIB_UINT8 = 5 , MMALIB_UINT16 = 6 , MMALIB_UINT24 = 7 , MMALIB_UINT32 = 8 , MMALIB_UINT64 = 9 , MMALIB_UINT128 = 10 , MMALIB_FLOAT16 = 11 , MMALIB_FLOAT32 = 12 , MMALIB_FLOAT64 = 13 }
	The enumeration of all data types. More...

enum	MMALIB_dimension_e { MMALIB_2D = 0 , MMALIB_3D = 1 , MMALIB_4D = 2 , MMALIB_5D = 3 , MMALIB_6D = 4 }
	The enumeration of multidimensional buffer types. More...

enum	MMALIB_STATUS_NAME { MMALIB_STATUS_NOT_SET = 999 , MMALIB_SUCCESS = 0 , MMALIB_ERR_FAILURE = 1 , MMALIB_ERR_INVALID_VALUE = 2 , MMALIB_ERR_INVALID_TYPE = 3 , MMALIB_ERR_INVALID_DIMENSION = 4 , MMALIB_ERR_NULL_POINTER = 5 , MMALIB_ERR_NOT_IMPLEMENTED = 6 , MMALIB_ERR_NOT_EQUAL_WIDTH_STRIDE = 7 , MMALIB_ERR_NOT_ALIGNED_PTRS_STRIDES = 8 , MMALIB_ERR_NOT_ALIGNED_WIDTHS = 9 , MMALIB_ERR_BUFFER_TOO_SMALL = 10 , MMALIB_ERR_INVALID_ACTIVATION = 11 , MMALIB_ERR_INVALID_SHIFT = 12 , MMALIB_ERROR_MAX = 15 , MMALIB_ERR_CONVOLVE_ROW_INVALID_INCHOFFSET_CIRCULAR = 1000 , MMALIB_ERR_CONVOLVE_ROW_UNSUPPORTED_STRIDE = 1001 , MMALIB_ERR_CONVOLVE_ROW_UNSUPPORTED_TYPE_COMBINATION = 1002 , MMALIB_ERR_CONVOLVE_ROW_INVALID_PTR_STRIDE = 1003 , MMALIB_ERR_CONVOLVE_ROW_INVALID_SUBMCHANNELS_STRIDE = 1004 , MMALIB_ERR_CONVOLVE_ROW_INVALID_SUBMCHANNELS = 1005 , MMALIB_ERR_CONVOLVE_ROW_INVALID_BUFFER_DIMENSION = 1006 , MMALIB_ERR_CONVOLVE_ROW_INVALID_ROWS_STRIDE = 1007 , MMALIB_ERR_CONVOLVE_ROW_INVALID_INITARGS = 1008 , MMALIB_ERR_CONVOLVE_ROW_INVALID_VALIDCOLSIN = 1009 , MMALIB_ERR_CONVOLVE_ROW_INVALID_NUM_GROUPS_PER_KERNEL = 1010 , MMALIB_ERR_CONVOLVE_ROW_INVALID_NUM_OUTPUT_CHANNELS_PER_GROUP = 1011 , MMALIB_ERR_CONVOLVE_ROW_INVALID_NUM_GROUPS_PER_KERNEL_STRIDED = 1012 , MMALIB_ERR_CONVOLVE_ROW_INVALID_PAD_VALUES = 1013 , MMALIB_ERR_CONVOLVE_ROW_INVALID_INPUTPITCHPERROW = 1014 , MMALIB_ERR_CONVOLVE_COL_INVALID_SHIFTMETHOD = 2000 , MMALIB_ERR_CONVOLVE_COL_INVALID_SHIFTVALUES = 2001 , MMALIB_ERR_CONVOLVE_COL_INVALID_PAD_VALUES = 2002 , MMALIB_ERR_CONVOLVE_COL_INVALID_NUMBIASVALS = 2003 , MMALIB_ERR_CONVOLVE_COL_INVALID_BIASBVALUES = 2004 , MMALIB_ERR_CONVOLVE_COL_INVALID_BIASB_TYPE = 2005 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_INPUT_FEATURE_MAP_TYPE = 2006 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_WEIGHTS_TYPE = 2007 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_WEIGHTS_DIMENSION = 2008 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_OUTPUT_FEATURE_MAP_TYPE = 2009 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_TYPE_COMBINATION = 2010 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_STRIDE = 2011 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_GROUPING = 2012 , MMALIB_ERR_CONVOLVE_COL_INVALID_CASE = 2013 , MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_STRIDE_DILATION_COMBINATION = 2014 , MMALIB_ERR_CONVOLVE_COL_EVEN_NUMBER_OF_GROUPS_REQUIRED = 2015 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_KERNEL_SIZE = 3000 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_STRIDE = 3001 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_DILATION = 3002 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_PAD = 3003 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_INIT_ARGS = 3004 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_BUFFER_DIMENSION_WEIGHTS = 3005 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_SUBMCHANNELS = 3006 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_BUFFER_SIZES = 3007 , MMALIB_ERR_DECONVOLVE_ROW_INVALID_TYPE_RELU_COMBINATION = 3008 , MMALIB_ERR_FULLYCONNECTED_INVALID_TYPE_COMBINATION = 4000 , MMALIB_ERR_FULLYCONNECTED_INVALID_DIMENSION_COMBINATION = 4001 , MMALIB_ERR_FULLYCONNECTED_INVALID_TYPE_RELU_COMBINATION = 4002 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_INCHOFFSET_CIRCULAR = 5000 , MMALIB_ERR_PIXELSHUFFLE_ROW_UNSUPPORTED_STRIDE = 5001 , MMALIB_ERR_PIXELSHUFFLE_ROW_UNSUPPORTED_TYPE_COMBINATION = 5002 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_PTR_STRIDE = 5003 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_SUBMCHANNELS_STRIDE = 5004 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_SUBMCHANNELS = 5005 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_BUFFER_DIMENSION = 5006 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_ROWS_STRIDE = 5007 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_INITARGS = 5008 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_VALIDCOLSIN = 5009 , MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_UPSCALE_FACTOR = 5010 , MMALIB_ERR_TENSOR_CONVERT_INVALID_TYPE_COMBINATION = 6000 , MMALIB_ERR_TENSOR_CONVERT_INVALID_DIMENSION_COMBINATION = 6001 , MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_TYPE_COMBINATION = 6002 , MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_CHANNEL_DIMENSION = 6003 , MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_CONVERSION_FORMAT = 6004 , MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_PAD_DIMENSION = 6005 , MMALIB_ERR_TENSOR_CONVERT_INVALID_DATA_STRIDE = 6006 , MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_INPUT_TYPE = 10000 , MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_OUTPUT_TYPE = 10001 , MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_TYPE_COMBINATION = 10002 , MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_ACCUMULATE_UNSUPPORTED_INPUT_TYPE = 11000 , MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_ACCUMULATE_UNSUPPORTED_OUTPUT_TYPE = 11001 , MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_ACCUMULATE_UNSUPPORTED_TYPE_COMBINATION = 11002 , MMALIB_ERR_MATRIX_TRANSPOSE_UNSUPPORTED_INPUT_TYPE = 12000 , MMALIB_ERR_MATRIX_TRANSPOSE_UNSUPPORTED_OUTPUT_TYPE = 12001 , MMALIB_ERR_MATRIX_TRANSPOSE_UNSUPPORTED_TYPE_COMBINATION = 12002 , MMALIB_ERR_POINTWISE_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_INPUT_TYPE = 13000 , MMALIB_ERR_POINTWISE_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_OUTPUT_TYPE = 13001 , MMALIB_ERR_POINTWISE_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_TYPE_COMBINATION = 13002 }
	The enumeration of all status codes. More...

enum	MMALIB_FUNCTION_STYLE { MMALIB_FUNCTION_NATC = 0 , MMALIB_FUNCTION_OPTIMIZED , MMALIB_FUNCTION_MAX = 128 }
	Enumeration for the style of function implementation. More...

enum	MMALIB_buffer_mode_e { MMALIB_LINEAR = 0 , MMALIB_SE_CIRCULAR , MMALIB_BUF_CIRCULAR }
	Buffer structure for input feature maps and coefficients of MMALIB_CNN_convolve_row_ixX_ixX_oxX. More...

enum	MMALIB_tensor_format_e { MMALIB_CHW = 0 , MMALIB_HWC }
	Tensor format. More...

enum	MMALIB_LUT_type_e { MMALIB_LUT_NONE = 0 }
	The enumeration of possible look-up table (LUT) settings. More...

enum	MMALIB_broadcast_e { MMALIB_NO_BROADCAST = 0 , MMALIB_ROW_BROADCAST_IN0 , MMALIB_CHANNEL_BROADCAST_IN0 , MMALIB_ROW_BROADCAST_IN1 , MMALIB_CHANNEL_BROADCAST_IN1 , MMALIB_ROW_CHANNEL_BROADCAST_IN0 , MMALIB_ROW_CHANNEL_BROADCAST_IN1 }
	The enumeration of possible broadcast. More...

Macros
#define	MMALIB_CALC_STRIDE(BYTES, ALIGN_SHIFT) (((((BYTES)-1) >> (ALIGN_SHIFT)) + 1) << (ALIGN_SHIFT))
	Macro function that computes the minimum stride for the specified number of bytes and alignment. More...

#define	MMALIB_MMA_SIZE_8_BIT_SHIFT 6
	Macro for MMALIB shift amounts. More...

#define	MMALIB_MMA_SIZE_16_BIT_SHIFT 5
	Shift for MMA size when data type is 16-bit integers. More...

#define	MMALIB_MMA_SIZE_32_BIT_SHIFT 4
	Shift for MMA size when data type is 32-bit integers. More...

#define	MMALIB_CALC_STRIDE(BYTES, ALIGN_SHIFT) (((((BYTES)-1) >> (ALIGN_SHIFT)) + 1) << (ALIGN_SHIFT))
	Macro function that computes the minimum stride for the specified number of bytes and alignment. More...

#define	MMALIB_MMA_SIZE_8_BIT_SHIFT 5
	Macro for MMALIB shift amounts. More...

#define	MMALIB_MMA_SIZE_16_BIT_SHIFT 4
	Shift for MMA size when data type is 16-bit integers. More...

#define	MMALIB_MMA_SIZE_32_BIT_SHIFT 3
	Shift for MMA size when data type is 32-bit integers. More...

#define	MMALIB_CALC_STRIDE(BYTES, ALIGN_SHIFT) (((((BYTES)-1) >> (ALIGN_SHIFT)) + 1) << (ALIGN_SHIFT))
	Macro function that computes the minimum stride for the specified number of bytes and alignment. More...

#define	MMALIB_MMA_SIZE_8_BIT_SHIFT 7
	Macro for MMALIB shift amounts. More...

#define	MMALIB_MMA_SIZE_16_BIT_SHIFT 6
	Shift for MMA size when data type is 16-bit integers. More...

#define	MMALIB_MMA_SIZE_32_BIT_SHIFT 5
	Shift for MMA size when data type is 32-bit integers. More...

#define	MMALIB_ISSIGNED(type) ((type) < MMALIB_UINT8 \|\| (type) > MMALIB_UINT128)

#define	MMALIB_SIGNEDNESS(type) (MMALIB_ISSIGNED((type)) ? "signed" : "unsigned")

#define	MMALIB_PARAM_SIZE 192
	Parameter structure size in bytes, was 128. Because TDA5 devices offset regs are 128 bytes wide. More...

#define	MMALIB_BYTE_WIDTH __MMA_A_COLS(sizeof(int8_t))
	MMA width in bytes. More...

#define	MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_8_BIT 4
	MMA accumulator width in bytes for 8 bit output data width. More...

#define	MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_16_BIT 8
	MMA accumulator width in bytes for 16 bit output data width. More...

#define	MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_32_BIT 16
	MMA accumulator width in bytes for 32 bit output data width. More...

#define	MMALIB_ALIGN_SHIFT_64BYTES 6
	Number of bits to shift for 64-byte memory alignment. More...

#define	MMALIB_ALIGN_SHIFT_128BYTES 7
	Number of bits to shift for 128-byte memory alignment. More...

#define	MMALIB_ALIGN_SHIFT_256BYTES 8
	Number of bits to shift for 256-byte memory alignment. More...

#define	MMALIB_ALIGN_64BYTES (1 << MMALIB_ALIGN_SHIFT_64BYTES)
	Align by 64-byte memory alignment. More...

#define	MMALIB_ALIGN_128BYTES (1 << MMALIB_ALIGN_SHIFT_128BYTES)
	Align by 128-byte memory alignment. More...

#define	MMALIB_ALIGN_256BYTES (1 << MMALIB_ALIGN_SHIFT_256BYTES)
	Align by 256-byte memory alignment. More...

#define	MMALIB_L2DATA_ALIGN_SHIFT MMALIB_ALIGN_SHIFT_64BYTES
	Set the default L2 data alignment. More...

#define	MMALIB_L2DATA_ALIGNMENT (((uint32_t)1) << ((uint32_t)MMALIB_L2DATA_ALIGN_SHIFT))
	Macro that specifies the alignment of data buffers in L2 memory for optimal performance. More...

#define	MMALIB_MMA_SIZE_8_BIT __MMA_A_COLS(sizeof(int8_t))
	MMA size as a function of precision. More...

#define	MMALIB_MMA_SIZE_16_BIT __MMA_A_COLS(sizeof(int16_t))

#define	MMALIB_MMA_SIZE_32_BIT __MMA_A_COLS(sizeof(int32_t))

#define	MMALIB_MMA_BIAS_SIZE_32_BIT __MMA_A_COLS(sizeof(int32_t))

#define	MMALIB_MMA_BIAS_SIZE_64_BIT ((MMALIB_MMA_BIAS_SIZE_32_BIT) >> 1)

Macro Definition Documentation

◆ MMALIB_CALC_STRIDE [1/3]

#define MMALIB_CALC_STRIDE	(	BYTES,
		ALIGN_SHIFT
	)	(((((BYTES)-1) >> (ALIGN_SHIFT)) + 1) << (ALIGN_SHIFT))

Macro function that computes the minimum stride for the specified number of bytes and alignment.

Definition at line 85 of file c7100/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_8_BIT_SHIFT [1/3]

#define MMALIB_MMA_SIZE_8_BIT_SHIFT 6

Macro for MMALIB shift amounts.

Shift for MMA size when data type is 8-bit integers

Definition at line 89 of file c7100/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_16_BIT_SHIFT [1/3]

#define MMALIB_MMA_SIZE_16_BIT_SHIFT 5

Shift for MMA size when data type is 16-bit integers.

Definition at line 90 of file c7100/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_32_BIT_SHIFT [1/3]

#define MMALIB_MMA_SIZE_32_BIT_SHIFT 4

Shift for MMA size when data type is 32-bit integers.

Definition at line 91 of file c7100/MMALIB_types.h.

◆ MMALIB_CALC_STRIDE [2/3]

#define MMALIB_CALC_STRIDE	(	BYTES,
		ALIGN_SHIFT
	)	(((((BYTES)-1) >> (ALIGN_SHIFT)) + 1) << (ALIGN_SHIFT))

Macro function that computes the minimum stride for the specified number of bytes and alignment.

Definition at line 167 of file c7524f/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_8_BIT_SHIFT [2/3]

#define MMALIB_MMA_SIZE_8_BIT_SHIFT 5

Macro for MMALIB shift amounts.

Shift for MMA size when data type is 8-bit integers

Definition at line 171 of file c7524f/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_16_BIT_SHIFT [2/3]

#define MMALIB_MMA_SIZE_16_BIT_SHIFT 4

Shift for MMA size when data type is 16-bit integers.

Definition at line 172 of file c7524f/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_32_BIT_SHIFT [2/3]

#define MMALIB_MMA_SIZE_32_BIT_SHIFT 3

Shift for MMA size when data type is 32-bit integers.

Definition at line 173 of file c7524f/MMALIB_types.h.

◆ MMALIB_CALC_STRIDE [3/3]

#define MMALIB_CALC_STRIDE	(	BYTES,
		ALIGN_SHIFT
	)	(((((BYTES)-1) >> (ALIGN_SHIFT)) + 1) << (ALIGN_SHIFT))

Macro function that computes the minimum stride for the specified number of bytes and alignment.

Definition at line 193 of file c7604/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_8_BIT_SHIFT [3/3]

#define MMALIB_MMA_SIZE_8_BIT_SHIFT 7

Macro for MMALIB shift amounts.

Shift for MMA size when data type is 8-bit integers

Definition at line 197 of file c7604/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_16_BIT_SHIFT [3/3]

#define MMALIB_MMA_SIZE_16_BIT_SHIFT 6

Shift for MMA size when data type is 16-bit integers.

Definition at line 198 of file c7604/MMALIB_types.h.

◆ MMALIB_MMA_SIZE_32_BIT_SHIFT [3/3]

#define MMALIB_MMA_SIZE_32_BIT_SHIFT 5

Shift for MMA size when data type is 32-bit integers.

Definition at line 199 of file c7604/MMALIB_types.h.

◆ MMALIB_ISSIGNED

#define MMALIB_ISSIGNED ( type ) ((type) < MMALIB_UINT8 || (type) > MMALIB_UINT128)

Definition at line 69 of file MMALIB_bufParams.h.

◆ MMALIB_SIGNEDNESS

#define MMALIB_SIGNEDNESS ( type ) (MMALIB_ISSIGNED((type)) ? "signed" : "unsigned")

Definition at line 70 of file MMALIB_bufParams.h.

◆ MMALIB_PARAM_SIZE

#define MMALIB_PARAM_SIZE 192

Parameter structure size in bytes, was 128. Because TDA5 devices offset regs are 128 bytes wide.

Definition at line 337 of file MMALIB_types.h.

◆ MMALIB_BYTE_WIDTH

#define MMALIB_BYTE_WIDTH __MMA_A_COLS(sizeof(int8_t))

MMA width in bytes.

Definition at line 338 of file MMALIB_types.h.

◆ MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_8_BIT

#define MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_8_BIT 4

MMA accumulator width in bytes for 8 bit output data width.

Definition at line 339 of file MMALIB_types.h.

◆ MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_16_BIT

#define MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_16_BIT 8

MMA accumulator width in bytes for 16 bit output data width.

Definition at line 340 of file MMALIB_types.h.

◆ MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_32_BIT

#define MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_32_BIT 16

MMA accumulator width in bytes for 32 bit output data width.

Definition at line 341 of file MMALIB_types.h.

◆ MMALIB_ALIGN_SHIFT_64BYTES

#define MMALIB_ALIGN_SHIFT_64BYTES 6

Number of bits to shift for 64-byte memory alignment.

Definition at line 351 of file MMALIB_types.h.

◆ MMALIB_ALIGN_SHIFT_128BYTES

#define MMALIB_ALIGN_SHIFT_128BYTES 7

Number of bits to shift for 128-byte memory alignment.

Definition at line 353 of file MMALIB_types.h.

◆ MMALIB_ALIGN_SHIFT_256BYTES

#define MMALIB_ALIGN_SHIFT_256BYTES 8

Number of bits to shift for 256-byte memory alignment.

Definition at line 355 of file MMALIB_types.h.

◆ MMALIB_ALIGN_64BYTES

#define MMALIB_ALIGN_64BYTES (1 << MMALIB_ALIGN_SHIFT_64BYTES)

Align by 64-byte memory alignment.

Definition at line 358 of file MMALIB_types.h.

◆ MMALIB_ALIGN_128BYTES

#define MMALIB_ALIGN_128BYTES (1 << MMALIB_ALIGN_SHIFT_128BYTES)

Align by 128-byte memory alignment.

Definition at line 360 of file MMALIB_types.h.

◆ MMALIB_ALIGN_256BYTES

#define MMALIB_ALIGN_256BYTES (1 << MMALIB_ALIGN_SHIFT_256BYTES)

Align by 256-byte memory alignment.

Definition at line 362 of file MMALIB_types.h.

◆ MMALIB_L2DATA_ALIGN_SHIFT

#define MMALIB_L2DATA_ALIGN_SHIFT MMALIB_ALIGN_SHIFT_64BYTES

Set the default L2 data alignment.

Definition at line 365 of file MMALIB_types.h.

◆ MMALIB_L2DATA_ALIGNMENT

#define MMALIB_L2DATA_ALIGNMENT (((uint32_t)1) << ((uint32_t)MMALIB_L2DATA_ALIGN_SHIFT))

Macro that specifies the alignment of data buffers in L2 memory for optimal performance.

Definition at line 369 of file MMALIB_types.h.

◆ MMALIB_MMA_SIZE_8_BIT

#define MMALIB_MMA_SIZE_8_BIT __MMA_A_COLS(sizeof(int8_t))

MMA size as a function of precision.

Definition at line 378 of file MMALIB_types.h.

◆ MMALIB_MMA_SIZE_16_BIT

#define MMALIB_MMA_SIZE_16_BIT __MMA_A_COLS(sizeof(int16_t))

Definition at line 379 of file MMALIB_types.h.

◆ MMALIB_MMA_SIZE_32_BIT

#define MMALIB_MMA_SIZE_32_BIT __MMA_A_COLS(sizeof(int32_t))

Definition at line 380 of file MMALIB_types.h.

◆ MMALIB_MMA_BIAS_SIZE_32_BIT

#define MMALIB_MMA_BIAS_SIZE_32_BIT __MMA_A_COLS(sizeof(int32_t))

Definition at line 383 of file MMALIB_types.h.

◆ MMALIB_MMA_BIAS_SIZE_64_BIT

#define MMALIB_MMA_BIAS_SIZE_64_BIT ((MMALIB_MMA_BIAS_SIZE_32_BIT) >> 1)

Definition at line 384 of file MMALIB_types.h.

Typedef Documentation

◆ MMALIB_activation_type [1/3]

typedef MMALIB_activation_type_e MMALIB_activation_type

Definition at line 60 of file c7100/MMALIB_types.h.

◆ MMALIB_quantMethod_type [1/3]

typedef MMALIB_quantMethod_type_e MMALIB_quantMethod_type

Definition at line 66 of file c7100/MMALIB_types.h.

◆ MMALIB_activation_type [2/3]

typedef MMALIB_activation_type_e MMALIB_activation_type

Definition at line 126 of file c7524f/MMALIB_types.h.

◆ MMALIB_enableDynamicRange_type [1/2]

typedef MMALIB_enableDynamicRange_type_e MMALIB_enableDynamicRange_type

Type for enableDynamicRange variables.

Definition at line 140 of file c7524f/MMALIB_types.h.

◆ MMALIB_initDynamicRange_type [1/2]

typedef MMALIB_initDynamicRange_type_e MMALIB_initDynamicRange_type

Type for initDynamicRange variables.

Definition at line 141 of file c7524f/MMALIB_types.h.

◆ MMALIB_quantMethod_type [2/3]

typedef MMALIB_quantMethod_type_e MMALIB_quantMethod_type

Type for initDynamicRange variables.

Definition at line 148 of file c7524f/MMALIB_types.h.

◆ MMALIB_activation_type [3/3]

typedef MMALIB_activation_type_e MMALIB_activation_type

Definition at line 153 of file c7604/MMALIB_types.h.

◆ MMALIB_enableDynamicRange_type [2/2]

typedef MMALIB_enableDynamicRange_type_e MMALIB_enableDynamicRange_type

Type for enableDynamicRange variables.

Definition at line 167 of file c7604/MMALIB_types.h.

◆ MMALIB_initDynamicRange_type [2/2]

typedef MMALIB_initDynamicRange_type_e MMALIB_initDynamicRange_type

Type for initDynamicRange variables.

Definition at line 168 of file c7604/MMALIB_types.h.

◆ MMALIB_quantMethod_type [3/3]

typedef MMALIB_quantMethod_type_e MMALIB_quantMethod_type

Type for initDynamicRange variables.

Definition at line 175 of file c7604/MMALIB_types.h.

◆ MMALIB_D64

typedef double MMALIB_D64

Double precision floating point.

Definition at line 169 of file MMALIB_types.h.

◆ MMALIB_F32

typedef float MMALIB_F32

Single precision floating point.

Definition at line 170 of file MMALIB_types.h.

◆ MMALIB_STATUS

typedef MMALIB_STATUS_NAME MMALIB_STATUS

Return value for MMALIB functions.

Definition at line 282 of file MMALIB_types.h.

◆ MMALIB_kernelHandle

typedef void* MMALIB_kernelHandle

Handle type for MMALIB operations.

Definition at line 284 of file MMALIB_types.h.

◆ MMALIB_tensor_format

typedef MMALIB_tensor_format_e MMALIB_tensor_format

Definition at line 309 of file MMALIB_types.h.

◆ MMALIB_LUT_type

typedef MMALIB_LUT_type_e MMALIB_LUT_type

Definition at line 316 of file MMALIB_types.h.

◆ MMALIB_broadcast

typedef MMALIB_broadcast_e MMALIB_broadcast

Definition at line 329 of file MMALIB_types.h.

Enumeration Type Documentation

◆ MMALIB_activation_type_e [1/3]

enum MMALIB_activation_type_e

The enumeration of possible activation operations on the computation.

Enumerator
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_PSAT	Return result after parameterized saturation.
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_PSAT	Return result after parameterized saturation.

Definition at line 54 of file c7100/MMALIB_types.h.

◆ MMALIB_quantMethod_type_e [1/3]

enum MMALIB_quantMethod_type_e

Enumerator
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL

Definition at line 62 of file c7100/MMALIB_types.h.

◆ MMALIB_activation_type_e [2/3]

enum MMALIB_activation_type_e

The enumeration of possible activation operations on the computation.

Enumerator
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_PSAT	Return result after parameterized saturation.
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_PSAT	Return result after parameterized saturation.

Definition at line 119 of file c7524f/MMALIB_types.h.

◆ MMALIB_enableDynamicRange_type_e [1/2]

enum MMALIB_enableDynamicRange_type_e

The enumeration of possible dynamic range enable settings.

Enumerator
MMALIB_DYNAMIC_RANGE_DISABLE	Disable dynamic range computation.
MMALIB_DYNAMIC_RANGE_ENABLE	Enable dynamic range computation.
MMALIB_DYNAMIC_RANGE_DISABLE	Disable dynamic range computation.
MMALIB_DYNAMIC_RANGE_ENABLE	Enable dynamic range computation.

Definition at line 129 of file c7524f/MMALIB_types.h.

◆ MMALIB_initDynamicRange_type_e [1/2]

enum MMALIB_initDynamicRange_type_e

The enumeration of possible dynamic range reset options.

Enumerator
MMALIB_DYNAMIC_RANGE_NOINIT	Do not reset dynamic range min/max at start of computation.
MMALIB_DYNAMIC_RANGE_INIT	Reset dynamic range min/max at start of computation.
MMALIB_DYNAMIC_RANGE_NOINIT	Do not reset dynamic range min/max at start of computation.
MMALIB_DYNAMIC_RANGE_INIT	Reset dynamic range min/max at start of computation.

Definition at line 135 of file c7524f/MMALIB_types.h.

◆ MMALIB_quantMethod_type_e [2/3]

enum MMALIB_quantMethod_type_e

The enumeration of possible quantization methods.

Enumerator
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL

Definition at line 144 of file c7524f/MMALIB_types.h.

◆ MMALIB_activation_type_e [3/3]

enum MMALIB_activation_type_e

The enumeration of possible activation operations on the computation.

Enumerator
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_PSAT	Return result after parameterized saturation.
MMALIB_NONE	Return result as-is (allow wrapping)
MMALIB_RELU	Return result after applying ReLU operation.
MMALIB_SATURATION	Return result after saturating.
MMALIB_ROUNDING	Return result after rounding.
MMALIB_PSAT	Return result after parameterized saturation.

Definition at line 146 of file c7604/MMALIB_types.h.

◆ MMALIB_enableDynamicRange_type_e [2/2]

enum MMALIB_enableDynamicRange_type_e

The enumeration of possible dynamic range enable settings.

Enumerator
MMALIB_DYNAMIC_RANGE_DISABLE	Disable dynamic range computation.
MMALIB_DYNAMIC_RANGE_ENABLE	Enable dynamic range computation.
MMALIB_DYNAMIC_RANGE_DISABLE	Disable dynamic range computation.
MMALIB_DYNAMIC_RANGE_ENABLE	Enable dynamic range computation.

Definition at line 156 of file c7604/MMALIB_types.h.

◆ MMALIB_initDynamicRange_type_e [2/2]

enum MMALIB_initDynamicRange_type_e

The enumeration of possible dynamic range reset options.

Enumerator
MMALIB_DYNAMIC_RANGE_NOINIT	Do not reset dynamic range min/max at start of computation.
MMALIB_DYNAMIC_RANGE_INIT	Reset dynamic range min/max at start of computation.
MMALIB_DYNAMIC_RANGE_NOINIT	Do not reset dynamic range min/max at start of computation.
MMALIB_DYNAMIC_RANGE_INIT	Reset dynamic range min/max at start of computation.

Definition at line 162 of file c7604/MMALIB_types.h.

◆ MMALIB_quantMethod_type_e [3/3]

enum MMALIB_quantMethod_type_e

The enumeration of possible quantization methods.

Enumerator
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL
MMALIB_QUANT_PER_KERNEL
MMALIB_QUANT_PER_CHANNEL

Definition at line 171 of file c7604/MMALIB_types.h.

◆ MMALIB_data_type_e

enum MMALIB_data_type_e

The enumeration of all data types.

Enumerator
MMALIB_INT8	Signed 8-bit integer
MMALIB_INT16	Signed 16-bit integer
MMALIB_INT32	Signed 32-bit integer
MMALIB_INT64	Signed 64-bit integer
MMALIB_INT128	Signed 128-bit integer
MMALIB_UINT8	Unsigned 8-bit integer
MMALIB_UINT16	Unsigned 16-bit integer
MMALIB_UINT24	Unsigned 24-bit integer
MMALIB_UINT32	Unsigned 32-bit integer
MMALIB_UINT64	Unsigned 64-bit integer
MMALIB_UINT128	Unsigned 128-bit integer
MMALIB_FLOAT16	16-bit floating point number
MMALIB_FLOAT32	32-bit floating point number
MMALIB_FLOAT64	32-bit floating point number

Definition at line 40 of file MMALIB_bufParams.h.

◆ MMALIB_dimension_e

enum MMALIB_dimension_e

The enumeration of multidimensional buffer types.

Enumerator
MMALIB_2D	Two dimensional buffer
MMALIB_3D	Three dimensional buffer
MMALIB_4D	Four dimensional buffer
MMALIB_5D	Five dimensional buffer
MMALIB_6D	Six dimensional buffer

Definition at line 73 of file MMALIB_bufParams.h.

◆ MMALIB_STATUS_NAME

enum MMALIB_STATUS_NAME

The enumeration of all status codes.

Enumerator
MMALIB_STATUS_NOT_SET	999 => Not Tested
MMALIB_SUCCESS	0 => No error
MMALIB_ERR_FAILURE	1 => Unspecified error
MMALIB_ERR_INVALID_VALUE	2 => Invalid parameter value
MMALIB_ERR_INVALID_TYPE	3 => Invalid parameter type (MMALIB_data_type_e data_type)
MMALIB_ERR_INVALID_DIMENSION	4 => Dimension parameter (width/height) is too big/small
MMALIB_ERR_NULL_POINTER	5 => Unsupported null pointer condition
MMALIB_ERR_NOT_IMPLEMENTED	6 => Parameter configuration is not supported/implemented
MMALIB_ERR_NOT_EQUAL_WIDTH_STRIDE	7 => Stride should be equal to width * element size
MMALIB_ERR_NOT_ALIGNED_PTRS_STRIDES	8 => Pointers and stride values are not aligned to documented value
MMALIB_ERR_NOT_ALIGNED_WIDTHS	9 => Width values are not aligned to documented value
MMALIB_ERR_BUFFER_TOO_SMALL	10 => Buffer size not large enough
MMALIB_ERR_INVALID_ACTIVATION	11 => Activation selection incompatible with data type
MMALIB_ERR_INVALID_SHIFT	12 => Requested shift amount is not valid
MMALIB_ERROR_MAX
MMALIB_ERR_CONVOLVE_ROW_INVALID_INCHOFFSET_CIRCULAR	1000 => Invalid InChOffset value
MMALIB_ERR_CONVOLVE_ROW_UNSUPPORTED_STRIDE	1001 => Unsupported stride value
MMALIB_ERR_CONVOLVE_ROW_UNSUPPORTED_TYPE_COMBINATION	1002 => Unsupported combination of weights, input and output data types
MMALIB_ERR_CONVOLVE_ROW_INVALID_PTR_STRIDE	1003 => Invalid pointer stride
MMALIB_ERR_CONVOLVE_ROW_INVALID_SUBMCHANNELS_STRIDE	1004 => Invalid subMChannels strided
MMALIB_ERR_CONVOLVE_ROW_INVALID_SUBMCHANNELS	1005 => Invalid subMChannels and MChannels combination
MMALIB_ERR_CONVOLVE_ROW_INVALID_BUFFER_DIMENSION	1006 => Invalid buffer dimension
MMALIB_ERR_CONVOLVE_ROW_INVALID_ROWS_STRIDE	1007 => Invalid Valid RowsIn Strided
MMALIB_ERR_CONVOLVE_ROW_INVALID_INITARGS	1008 => inWidth, validColsIn, inChOffset, Fc, Fr, dilationX, dilationY, strideX, strideY, or maxHeight
MMALIB_ERR_CONVOLVE_ROW_INVALID_VALIDCOLSIN	1009 => Invalid Valid ColsIn
MMALIB_ERR_CONVOLVE_ROW_INVALID_NUM_GROUPS_PER_KERNEL	1010 => Invalid numGroupsPerKernel
MMALIB_ERR_CONVOLVE_ROW_INVALID_NUM_OUTPUT_CHANNELS_PER_GROUP	1011 => Invalid number of output channels per group
MMALIB_ERR_CONVOLVE_ROW_INVALID_NUM_GROUPS_PER_KERNEL_STRIDED	1012 => Invalid numGroupsPerKernel strided convolution
MMALIB_ERR_CONVOLVE_ROW_INVALID_PAD_VALUES	1013 => Invalid combination of pad values
MMALIB_ERR_CONVOLVE_ROW_INVALID_INPUTPITCHPERROW
MMALIB_ERR_CONVOLVE_COL_INVALID_SHIFTMETHOD	2000 => Invalid shiftMethod selected
MMALIB_ERR_CONVOLVE_COL_INVALID_SHIFTVALUES	2001 => Invalid shiftValues pointer in combination with shiftMethod value
MMALIB_ERR_CONVOLVE_COL_INVALID_PAD_VALUES	2002 => Invalid combination of pad values
MMALIB_ERR_CONVOLVE_COL_INVALID_NUMBIASVALS	2003 => Invalid selection for numBiasVals, note combination restrictions with shiftMethod
MMALIB_ERR_CONVOLVE_COL_INVALID_BIASBVALUES	2004 => Invalid biasBValues pointer in combination with shiftMethod value
MMALIB_ERR_CONVOLVE_COL_INVALID_BIASB_TYPE	2005 => Invalid biasB data type, check that it matches input feature map type
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_INPUT_FEATURE_MAP_TYPE	2006 => Unsupported input feature map data type
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_WEIGHTS_TYPE	2007 => Unsupported filter weights data type
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_WEIGHTS_DIMENSION	2008 => Unsupported filter weights dimension
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_OUTPUT_FEATURE_MAP_TYPE	2009 => Unsupported output feature map data type
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_TYPE_COMBINATION	2010 => Unsupported combination of weights, input and output data types
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_STRIDE	2011 => Unsupported stride value
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_GROUPING	2012 => Unsupported input/output feature map grouping
MMALIB_ERR_CONVOLVE_COL_INVALID_CASE	2013 => Unexpected error related to problem geometry
MMALIB_ERR_CONVOLVE_COL_UNSUPPORTED_STRIDE_DILATION_COMBINATION	2014 => Unsupported combination of stride and dilation values
MMALIB_ERR_CONVOLVE_COL_EVEN_NUMBER_OF_GROUPS_REQUIRED	2015 => Even number of groups required
MMALIB_ERR_DECONVOLVE_ROW_INVALID_KERNEL_SIZE	3000 => Invalid kernel size, widht or height
MMALIB_ERR_DECONVOLVE_ROW_INVALID_STRIDE	3001 => Invalid stride values
MMALIB_ERR_DECONVOLVE_ROW_INVALID_DILATION	3002 => Invalid dilation values
MMALIB_ERR_DECONVOLVE_ROW_INVALID_PAD	3003 => Invalid pad value
MMALIB_ERR_DECONVOLVE_ROW_INVALID_INIT_ARGS	3004 => Invalid init args
MMALIB_ERR_DECONVOLVE_ROW_INVALID_BUFFER_DIMENSION_WEIGHTS	3005 => Invalid buffer dim for weights
MMALIB_ERR_DECONVOLVE_ROW_INVALID_SUBMCHANNELS	3006 => Invalid subMChannels and MChannels combination
MMALIB_ERR_DECONVOLVE_ROW_INVALID_BUFFER_SIZES	3007 => Invalid buffer size
MMALIB_ERR_DECONVOLVE_ROW_INVALID_TYPE_RELU_COMBINATION
MMALIB_ERR_FULLYCONNECTED_INVALID_TYPE_COMBINATION	4000 => Invalid datatype combination
MMALIB_ERR_FULLYCONNECTED_INVALID_DIMENSION_COMBINATION	4001 => Invalid dimension combination
MMALIB_ERR_FULLYCONNECTED_INVALID_TYPE_RELU_COMBINATION	4002 => Invalid type and ReLU combination
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_INCHOFFSET_CIRCULAR	5000 => Invalid InChOffset value
MMALIB_ERR_PIXELSHUFFLE_ROW_UNSUPPORTED_STRIDE	5001 => Unsupported stride value
MMALIB_ERR_PIXELSHUFFLE_ROW_UNSUPPORTED_TYPE_COMBINATION	5002 => Unsupported combination of weights, input and output data types
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_PTR_STRIDE	5003 => Invalid pointer stride
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_SUBMCHANNELS_STRIDE	5004 => Invalid subMChannels strided
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_SUBMCHANNELS	5005 => Invalid subMChannels and MChannels combination
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_BUFFER_DIMENSION	5006 => Invalid buffer dimension
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_ROWS_STRIDE	5007 => Invalid Valid RowsIn Strided
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_INITARGS	5008 => inWidth, validColsIn, inChOffset, Fc, Fr, dilationX, dilationY, strideX, strideY, or maxHeight
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_VALIDCOLSIN	5009 => Invalid Valid ColsIn
MMALIB_ERR_PIXELSHUFFLE_ROW_INVALID_UPSCALE_FACTOR	5010 => Invalid upscale factor
MMALIB_ERR_TENSOR_CONVERT_INVALID_TYPE_COMBINATION	6000 => Invalid datatype combination
MMALIB_ERR_TENSOR_CONVERT_INVALID_DIMENSION_COMBINATION	6001 => Invalid dimension combination
MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_TYPE_COMBINATION	6002 => Unsupported dimension combination
MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_CHANNEL_DIMENSION	6003 => Unsupported channel dimension
MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_CONVERSION_FORMAT	6004 => Unsupported conversion format
MMALIB_ERR_TENSOR_CONVERT_UNSUPPORTED_PAD_DIMENSION	6005 => Unsupported pad dimension
MMALIB_ERR_TENSOR_CONVERT_INVALID_DATA_STRIDE	6006 => Unsupported pad dimension
MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_INPUT_TYPE	10000 => Unsupported input data type
MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_OUTPUT_TYPE	10001 => Unsupported output data type
MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_TYPE_COMBINATION	10002 => Unsupported combination of input and output data type
MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_ACCUMULATE_UNSUPPORTED_INPUT_TYPE	11000 => Unsupported input data type
MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_ACCUMULATE_UNSUPPORTED_OUTPUT_TYPE	11001 => Unsupported output data type
MMALIB_ERR_MATRIX_MATRIX_MULTIPLY_ACCUMULATE_UNSUPPORTED_TYPE_COMBINATION	11002 => Unsupported combination of input and output data type
MMALIB_ERR_MATRIX_TRANSPOSE_UNSUPPORTED_INPUT_TYPE	12000 => Unsupported input data type
MMALIB_ERR_MATRIX_TRANSPOSE_UNSUPPORTED_OUTPUT_TYPE	12001 => Unsupported output data type
MMALIB_ERR_MATRIX_TRANSPOSE_UNSUPPORTED_TYPE_COMBINATION	12002 => Unsupported combination of input and output data type
MMALIB_ERR_POINTWISE_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_INPUT_TYPE	13000 => Unsupported input data type
MMALIB_ERR_POINTWISE_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_OUTPUT_TYPE	13001 => Unsupported output data type
MMALIB_ERR_POINTWISE_MATRIX_MATRIX_MULTIPLY_UNSUPPORTED_TYPE_COMBINATION	13002 => Unsupported combination of input and output data type

Definition at line 173 of file MMALIB_types.h.

◆ MMALIB_FUNCTION_STYLE

enum MMALIB_FUNCTION_STYLE

Enumeration for the style of function implementation.

Enumerator
MMALIB_FUNCTION_NATC	Natural C implementation of the function
MMALIB_FUNCTION_OPTIMIZED	Optimized C implementation of the function for the MMA + C7x architecture
MMALIB_FUNCTION_MAX

Definition at line 287 of file MMALIB_types.h.

◆ MMALIB_buffer_mode_e

enum MMALIB_buffer_mode_e

Buffer structure for input feature maps and coefficients of MMALIB_CNN_convolve_row_ixX_ixX_oxX.

Enumerator
MMALIB_LINEAR	Linear buffer.
MMALIB_SE_CIRCULAR	Circular buffer for input feature map managed by streaming engine
MMALIB_BUF_CIRCULAR	Circular buffer for coefficients.

Definition at line 296 of file MMALIB_types.h.

◆ MMALIB_tensor_format_e

enum MMALIB_tensor_format_e

Tensor format.

Enumerator
MMALIB_CHW	Used when tensor is in NCHW format.
MMALIB_HWC	Used when tensor is in NHWC format.

Definition at line 304 of file MMALIB_types.h.

◆ MMALIB_LUT_type_e

enum MMALIB_LUT_type_e

The enumeration of possible look-up table (LUT) settings.

Enumerator
MMALIB_LUT_NONE	No lookup table post processing.

Definition at line 312 of file MMALIB_types.h.

◆ MMALIB_broadcast_e

enum MMALIB_broadcast_e

The enumeration of possible broadcast.

Enumerator
MMALIB_NO_BROADCAST	no broadcast
MMALIB_ROW_BROADCAST_IN0	row broadcast in the first input matrix
MMALIB_CHANNEL_BROADCAST_IN0	channel broadcast in the fist input matrix
MMALIB_ROW_BROADCAST_IN1	row broadcast in the second input matrix
MMALIB_CHANNEL_BROADCAST_IN1	channel broadcast in the second input matrix
MMALIB_ROW_CHANNEL_BROADCAST_IN0	row + channel broadcast in the fist input matrix
MMALIB_ROW_CHANNEL_BROADCAST_IN1	row + channel broadcast in the second input matrix

Definition at line 319 of file MMALIB_types.h.

Function Documentation

◆ MMALIB_sizeof()

static int32_t MMALIB_sizeof ( uint32_t type )

inlinestatic

Definition at line 162 of file MMALIB_bufParams.h.

Variable Documentation

◆ size_of_type

const int32_t size_of_type[]

static

Initial value:

= {
1,  
2,  
4,  
8,  
16, 
1,  
2,  
3,  
4,  
8,  
16, 
2,  
4,  
8   
}

Inline function returns number of bytes per element given a type of MMALIB_data_type_e.

Definition at line 145 of file MMALIB_bufParams.h.

Introduction

Data Structures

Functions

Variables

Typedefs

Enumerations

Macros

Macro Definition Documentation

◆ MMALIB_CALC_STRIDE [1/3]

◆ MMALIB_MMA_SIZE_8_BIT_SHIFT [1/3]

◆ MMALIB_MMA_SIZE_16_BIT_SHIFT [1/3]

◆ MMALIB_MMA_SIZE_32_BIT_SHIFT [1/3]

◆ MMALIB_CALC_STRIDE [2/3]

◆ MMALIB_MMA_SIZE_8_BIT_SHIFT [2/3]

◆ MMALIB_MMA_SIZE_16_BIT_SHIFT [2/3]

◆ MMALIB_MMA_SIZE_32_BIT_SHIFT [2/3]

◆ MMALIB_CALC_STRIDE [3/3]

◆ MMALIB_MMA_SIZE_8_BIT_SHIFT [3/3]

◆ MMALIB_MMA_SIZE_16_BIT_SHIFT [3/3]

◆ MMALIB_MMA_SIZE_32_BIT_SHIFT [3/3]

◆ MMALIB_ISSIGNED

◆ MMALIB_SIGNEDNESS

◆ MMALIB_PARAM_SIZE

◆ MMALIB_BYTE_WIDTH

◆ MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_8_BIT

◆ MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_16_BIT

◆ MMALIB_MMA_ACCUMULATOR_BYTE_WIDTH_32_BIT

◆ MMALIB_ALIGN_SHIFT_64BYTES

◆ MMALIB_ALIGN_SHIFT_128BYTES

◆ MMALIB_ALIGN_SHIFT_256BYTES

◆ MMALIB_ALIGN_64BYTES

◆ MMALIB_ALIGN_128BYTES

◆ MMALIB_ALIGN_256BYTES

◆ MMALIB_L2DATA_ALIGN_SHIFT

◆ MMALIB_L2DATA_ALIGNMENT

◆ MMALIB_MMA_SIZE_8_BIT

◆ MMALIB_MMA_SIZE_16_BIT

◆ MMALIB_MMA_SIZE_32_BIT

◆ MMALIB_MMA_BIAS_SIZE_32_BIT

◆ MMALIB_MMA_BIAS_SIZE_64_BIT

Typedef Documentation

◆ MMALIB_activation_type [1/3]

◆ MMALIB_quantMethod_type [1/3]

◆ MMALIB_activation_type [2/3]

◆ MMALIB_enableDynamicRange_type [1/2]

◆ MMALIB_initDynamicRange_type [1/2]

◆ MMALIB_quantMethod_type [2/3]

◆ MMALIB_activation_type [3/3]

◆ MMALIB_enableDynamicRange_type [2/2]

◆ MMALIB_initDynamicRange_type [2/2]

◆ MMALIB_quantMethod_type [3/3]

◆ MMALIB_D64

◆ MMALIB_F32

◆ MMALIB_STATUS

◆ MMALIB_kernelHandle

◆ MMALIB_tensor_format

◆ MMALIB_LUT_type

◆ MMALIB_broadcast

Enumeration Type Documentation

◆ MMALIB_activation_type_e [1/3]

◆ MMALIB_quantMethod_type_e [1/3]

◆ MMALIB_activation_type_e [2/3]

◆ MMALIB_enableDynamicRange_type_e [1/2]

◆ MMALIB_initDynamicRange_type_e [1/2]

◆ MMALIB_quantMethod_type_e [2/3]

◆ MMALIB_activation_type_e [3/3]

◆ MMALIB_enableDynamicRange_type_e [2/2]

◆ MMALIB_initDynamicRange_type_e [2/2]

◆ MMALIB_quantMethod_type_e [3/3]

◆ MMALIB_data_type_e

◆ MMALIB_dimension_e

◆ MMALIB_STATUS_NAME

◆ MMALIB_FUNCTION_STYLE

◆ MMALIB_buffer_mode_e

◆ MMALIB_tensor_format_e

◆ MMALIB_LUT_type_e

◆ MMALIB_broadcast_e

Function Documentation

◆ MMALIB_sizeof()

Variable Documentation