Data Structures
struct	KernelIteratorInfosT

struct	KerIteratorParT

struct	KernelIteratorDescrT

struct	KernelArgOneDimDescrT

struct	KernelArgDimDescrT

struct	KernelIterationSpaceT

struct	Device_T

struct	ConstInit_T

struct	CArg_Descriptor_T

struct	CKernel_Arg_T

struct	GraphArgList_T

struct	ArgBindingDescr_T

struct	CKernelCall_T

struct	KernelDynamicSymbol_T

struct	KerArgInfos_T

struct	KerArgCost_T

struct	Kernel_Arg_T

struct	Object_T

struct	KernelInfos_T

struct	StackedTensors_T

struct	Kernel_T

struct	CNN_GenControl_T

struct	CNN_LayerOp_T

struct	KernelLib_T

struct	KernelLibTemplate_T

struct	MemChunk_T

struct	NodeTypeTemplateParameters_T

struct	ArgDecl_T

struct	NodeTypeTemplate_T

struct	ChannelNodeList_T

struct	ChannelList_T

struct	StackedChannels_T

struct	GraphNodeList_T

struct	GraphEdgeWebList_T

struct	MemLoc_T

struct	BufferList_T

struct	SymbolAlloc_T

struct	GraphEdgeWeb_T

struct	GraphNodeCalls_T

struct	GraphNode_T

struct	CNNGraph_T

struct	GraphControl_T

Macros
#define	ITER_SPACE_MASK

#define	ITER_PROP_MASK

#define	ITER_PROP_OFF

#define	SPACE_PROP_ABS

#define	SPACE_PROP_REVERT

#define	RAW_SPACE(Space)

#define	PROP_SPACE(Space)

#define	SPACE_PROP(Space, Prop)

#define	SPACE_PROP_IS(Space, Prop)

#define	SPACE_PROP_SET(Space, Prop)

#define	SPACE_PROP_CLR(Space, Prop)

#define	IS_EXTERNAL_MEM(Mem)

#define	IS_L3_RAM(Mem)

#define	IS_FLASH_LOC(Loc)

#define	IS_VALID_MEM(Mem)

#define	HAS_ARG_INFO(Arg)

#define	ARG_IN_L2(Arg)

#define	ARG_IN_L3(Arg)

#define	TILE_PTR(PipeOff)

#define	NB_TILEABLE_SPACES

#define	Q2F(V, N)

#define	MultRndu(x, y, scale)

#define	ALIGN(Value, Size)

Typedefs
typedef signed char v4s	__attribute__ ((vector_size(4)))

typedef struct AGraphNodeList_T	GraphNodeList_T

typedef struct AGraphNode_T	GraphNode_T

typedef struct AGraphEdgeWeb_T	GraphEdgeWeb_T

typedef struct AGraphEdgeWebList_T	GraphEdgeWebList_T

typedef struct AChannelNodeList_T	ChannelNodeList_T

typedef struct AChannelList_T	ChannelList_T

typedef struct ABufferList_T	BufferList_T

typedef struct A_Object_T	Object_T

typedef struct A_Kernel_Arg_T	Kernel_Arg_T

typedef struct A_NodeTypeTemplate_T	NodeTypeTemplate_T

typedef struct AArgBindingDescr_T	ArgBindingDescr_T

typedef struct AGraphArgList_T	GraphArgList_T

typedef struct A_Kernel_T	Kernel_T

typedef struct A_StackedTensors_T	StackedTensors_T

typedef Kernel_T	KernelGroup_T

typedef struct A_MemChunk_T	MemChunk_T

typedef struct A_ArgDecl_T	ArgDecl_T

typedef struct AGraphNodeCalls_T	GraphNodeCalls_T

Enumerations
enum	KernelOper_T
	Defined CNN Kernel operations. More...

enum	AT_PadType

enum	KernelDimT

enum	KernelIterationDimT

enum	KernelIteratorT
	Iterators definition. More...

enum	KernelCallTypeT
	Basic kernel call type. More...

enum	CallLocationT
	Call location attribute. More...

enum	KernelCallLocationT
	Call location for basic kernels in the user kernel defined iteration space. More...

enum	Tile_Orientation_T
	User kernel tiling orientation. More...

enum	KernelArgConstraints_T
	User kernel argument constraints. More...

enum	KernelArgSelect_T
	Tile attributes used in argument bindings. More...

enum	BasicObjectType_T
	Elementary properties of a user kernel argument. More...

enum	Object_Type_T
	Pre defined user kernel argument types. More...

enum	InlineModeT
	Control AutoTiler inline strategy. More...

enum	KernelOptimizationT
	User Kernel optimization. More...

enum	ArgBindingT
	Argument binding selection. More...

enum	ArgBindingOper
	Argument binding selection, operation with a constant. More...

enum	InfosUsage_T

enum	MemHierarchy_T

enum	ArgScope_T

enum	ArgDirection_T

enum	AT_MemLocation_T

enum	AT_DumpTensor_T

enum	GraghNodeArgT

enum	AT_KernelInfo_T

enum	NodeType_T

enum	BoxType_T

enum	AT_GraphCtrl_T

Variables
KernelCallLocationT	IterCallLocation [][CALL_LAST]

KernelIteratorInfosT	KerIterInfos []

KernelLibTemplate_T	KernelLibTemplate []

KernelLib_T	KernelLib []

int	HeadKernelLib

int	HeadKernelLibTemplate

Kernel_T	KernelStack []

int	HeadKernelStack

KernelGroup_T	KernelGroup []

int	HeadKernelGroup

CNNGraph_T *	CurCNNGraph

unsigned int	L1MemorySize

unsigned int	L2MemorySize

unsigned int	L3MemorySize

int	MaxL1TopMemory

int	MaxAllocatedL2

char *	OutputDir

char *	ConstDir

char *	FlashDir

char *	LibTemplateName

Device_T	L3_L2_Device []

Device_T	L3_L2_Device_FC []

Device_T	L2_L1_Device

Device_T	L1_Device

char *	MemoryBaseName []

int	TopAllocatedMemory []

GraphControl_T	GraphControl

int	AvailableMemory []

char *	ConstDirName

NodeTypeTemplateParameters_T	NodeTypeTemplateParameters

Description

Macro Definition Documentation

#define ALIGN	(	Value,
		Size
	)

#define ARG_IN_L2 ( Arg )

#define ARG_IN_L3 ( Arg )

#define HAS_ARG_INFO ( Arg )

#define IS_EXTERNAL_MEM ( Mem )

#define IS_FLASH_LOC ( Loc )

#define IS_L3_RAM ( Mem )

#define IS_VALID_MEM ( Mem )

#define ITER_PROP_MASK

#define ITER_PROP_OFF

#define ITER_SPACE_MASK

#define MultRndu	(	x,
		y,
		scale
	)

#define NB_TILEABLE_SPACES

#define PROP_SPACE ( Space )

#define Q2F	(	V,
		N
	)

#define RAW_SPACE ( Space )

#define SPACE_PROP	(	Space,
		Prop
	)

#define SPACE_PROP_ABS

#define SPACE_PROP_CLR	(	Space,
		Prop
	)

#define SPACE_PROP_IS	(	Space,
		Prop
	)

#define SPACE_PROP_REVERT

#define SPACE_PROP_SET	(	Space,
		Prop
	)

#define TILE_PTR ( PipeOff )

Typedef Documentation

typedef signed char v4s __attribute__((vector_size(4)))

typedef struct AArgBindingDescr_T ArgBindingDescr_T

typedef struct A_ArgDecl_T ArgDecl_T

typedef struct ABufferList_T BufferList_T

typedef struct AChannelList_T ChannelList_T

typedef struct AChannelNodeList_T ChannelNodeList_T

typedef struct AGraphArgList_T GraphArgList_T

typedef struct AGraphEdgeWeb_T GraphEdgeWeb_T

typedef struct AGraphEdgeWebList_T GraphEdgeWebList_T

typedef struct AGraphNode_T GraphNode_T

typedef struct AGraphNodeCalls_T GraphNodeCalls_T

typedef struct AGraphNodeList_T GraphNodeList_T

typedef struct A_Kernel_Arg_T Kernel_Arg_T

typedef struct A_Kernel_T Kernel_T

typedef Kernel_T KernelGroup_T

typedef struct A_MemChunk_T MemChunk_T

typedef struct A_NodeTypeTemplate_T NodeTypeTemplate_T

typedef struct A_Object_T Object_T

typedef struct A_StackedTensors_T StackedTensors_T

Enumeration Type Documentation

enum ArgBindingOper

Argument binding selection, operation with a constant

Enumerator
BIND_OP_NOP
BIND_OP_PLUS
BIND_OP_MINUS
BIND_OP_MULT
BIND_OP_DIV
BIND_OP_MOD
BIND_OP_LSHIFT
BIND_OP_RSHIFT
BIND_OP_AT_INDEX
BIND_OP_AND
BIND_OP_OR
BIND_OP_LAST

enum ArgBindingT

Argument binding selection

Enumerator
BIND_K_ARG	Binds to a user kernel argument
BIND_C_ARG	Binds to a C user kernel argument
BIND_IMM	Binds to an immediate value
BIND_USYMB	Binds to a user defined symbol
BIND_KDIM	Binds to one of the user kernel dimension
BIND_PRED_AND	Binds to a list of anded predicates
BIND_PRED_OR	Binds to a list of ored predicates

enum ArgDirection_T

Enumerator
ARG_DIR_UNDEF
ARG_DIR_IN
ARG_DIR_CONSTIN
ARG_DIR_OUT
ARG_DIR_INOUT

enum ArgScope_T

Enumerator
ARG_SCOPE_UNDEF
ARG_SCOPE_ARG
ARG_SCOPE_ARG_ALLOC
ARG_SCOPE_GLOBAL
ARG_SCOPE_LOCAL

enum AT_DumpTensor_T

Enumerator
AT_DUMP_CONSTANT_IN
AT_DUMP_IN
AT_DUMP_OUT

enum AT_GraphCtrl_T

Enumerator
AT_KERNEL_BUFFER_PROMOTE
AT_KERNEL_PARTIAL_BUFFER_PROMOTE
AT_KERNEL_NOSOLUTION_ERROR
AT_GRAPH_MONITOR_CYCLES
AT_GRAPH_MONITOR_CVAR_NAME
AT_GRAPH_PRODUCE_NODE_NAMES
AT_GRAPH_PRODUCE_NODE_CVAR_NAME
AT_GRAPH_PRODUCE_OPERINFOS
AT_GRAPH_PRODUCE_OPERINFOS_CVAR_NAME
AT_GRAPH_REORDER_CONSTANT_IN
AT_GRAPH_TRACE_EXEC
AT_GRAPH_NOINLINE_NODE
AT_GRAPH_PREF_L3_EXEC
AT_GRAPH_CONST_EXEC_FROM_FLASH
AT_GRAPH_PREF_L3_HOME
AT_GRAPH_DUMP_TENSOR
AT_GRAPH_DUMP_ONE_NODE
AT_GRAPH_ARG2STRUCT
AT_GRAPH_SIZE_OPT
AT_GRAPH_WARM_CONSTRUCT

enum AT_KernelInfo_T

Enumerator
AT_KERINFO_OPER
AT_KERINFO_BANDWIDTH

enum AT_MemLocation_T

Enumerator
AT_MEM_UNDEF
AT_MEM_L3_HRAM
AT_MEM_L3_QSPIRAM
AT_MEM_L3_OSPIRAM
AT_MEM_L3_HFLASH
AT_MEM_L3_QSPIFLASH
AT_MEM_L3_OSPIFLASH
AT_MEM_L3_MRAMFLASH
AT_MEM_L2
AT_MEM_L1
AT_MEM_LAST

enum AT_PadType

Enumerator
PAD_LEFT
PAD_RIGHT
PAD_BALANCED_LEFT
PAD_BALANCED_RIGHT

enum BasicObjectType_T

Elementary properties of a user kernel argument

A user kernel argument object type is a logical or of these elementary properties. In general properties come into pair: a property and not a property. Predefined group of properties in enum Object_Type_T provide a set of consistent set of elementary properties.

Enumerator
O_IN	Argument is an input
O_NIN	Argument is not an input
O_OUT	Argument is an output
O_NOUT	Argument is not an output
O_BUFF	Argument is a buffer
O_NBUFF	Argument is not a buffer
O_TILED	Argument should be tiled
O_NTILED	Argument should not be tiled
O_ONETILE	Argument should be exactly one tile in shared L1
O_NONETILE	Argument should can have multiple tiles in shared L1
O_DB	Argument should be double buffered (or triple)
O_NDB	Argument should be single buffered
O_L2DB	Argument is in L3 and should be double or triple buffered in L2
O_NL2DB	Argument is not in L3
O_ALIAS	Argument is aliased to another argument, different name but same memory location
O_NALIAS	Argument is not aliased
O_DYNTILE	Argument tile size is adjusted dynamically
O_NDYNTILE	Argument tile size is not adjusted dynamically
O_CONST	Argument is constant, applies to input only
O_NCONST	Argument is not constant, applies to input only
O_STACK_PRED	Argument should be allocated without alignment padding between it and prev in declaration list
O_NO_LOAD	Argument has O_IN and O_BUFF attribute but load is not performed
O_NO_STORE	Argument has O_OUT and O_BUFF attribute but store is not performed
O_TILE2	Argument traverses the 3rd level of iteration on the basic data plane
O_TILE1	Argument traverses the 2nd level of iteration on the basic data plane
O_TILE0	Argument traverses the 1st level of iteration on the basic data plane, this should always be the case if tiled

enum BoxType_T

Enumerator
DYNAMIC
CONST_LOAD_EXEC
CONST_LOAD
CONST_EXEC
BUFFER
TILE_BUFFER
TILE_SB
TILE_DB
TILE_ONETILE
BT_LAST

enum CallLocationT

Enumerator
CALL_IN	Call in the iterator body
CALL_PROLOG	Call before the iterator starts
CALL_EPILOG	Call after the iterator stops
CALL_LAST

enum GraghNodeArgT

Enumerator
GNA_UNDEF
GNA_IN
GNA_OUT
GNA_INOUT

enum InfosUsage_T

Enumerator
USE_SPACENAME
USE_ITERNAME
USE_TOTALITERNAME
USE_LASTITERNAME
USE_NEXTLASTITERNAME
USE_NEXTNEXTLASTITERNAME
USE_LAST

enum InlineModeT

Control AutoTiler inline strategy

Enumerator
NEVER_INLINE	Never inline user kernels
ALWAYS_INLINE	Always inline user kernels
SINGLE_INLINE	Inline a user kernel when it appears only once

enum KernelArgConstraints_T

User kernel argument constraints. Max 16 of them

Enumerator
OBJ_CONSTRAINTS_NONE	No constraints on this user kernel argument
OBJ_CONSTRAINTS_ONEPREFTILE	This user kernel argument has a prefered tile variable size, use only a single tile for it
OBJ_CONSTRAINTS_TILE_HOR	Force this kernel argument to be tiled horizontaly
OBJ_CONSTRAINTS_TILE_VER	Force this kernel argument to be tiled verticaly
OBJ_CONSTRAINTS_PAD_REM	When argument has non integer dim ratio use last tile to recover missing elements if possible
OBJ_CONSTRAINTS_DROP_REM	When argument has non integer dim ratio simply drop them
OBJ_CONSTRAINTS_DYNAMIC	When argument has non integer dim ratio dynamically evaluate tile size using DimRatio
OBJ_CONSTRAINTS_2D	Argument is 2D strided

enum KernelArgSelect_T

Tile attributes used in argument bindings

Enumerator
KER_ARG_NONE	No attributes
KER_ARG_TILE	The current tile base address in shared L1
KER_ARG_TILE_NEXTDB	The next tile base address in shared L1, in case argument is double buffered this is the next double buffer
KER_ARG_TILE_OFF	The current tile byte offset relative to user kernel shared L1 allocated memory
KER_ARG_TILE_1_2	The current tile base address in shared L1 plus half of the tile size
KER_ARG_TILE_W	Current tile width
KER_ARG_TILE_USEDW	Current tile used width
KER_ARG_TILE_H	Current tile height
KER_ARG_TILE_USEDH	Current tile used height
KER_ARG_TILE_W0	Tile standard width (not the one for the last iteration that is potentially smaller)
KER_ARG_TILE_H0	Tile standard height (not the one for the last iteration that is potentially smaller)
KER_ARG	User kernel argument base
KER_ARG_W	User kernel argument width
KER_ARG_H	User kernel argument height
KER_ARG_NTILES	Number of tiles for related user kernel argument
KER_ARG_TILEFIRST	Predicate, != 0 if if current tile is the first one
KER_ARG_TILELAST	Predicate, != 0 if current tile is the last one
KER_ARG_TILEINDEX	Current tile index for related user kernel argument, starts at 0
KER_ARG_TILE_BASE	Current tile base in line or column unit, when argument is dynamic it is computed at runtime
KER_ARG_TILE_PRED_LIST	List of tile predicate
KER_ARG_IT_INDEX	Actual value of iterator attached to ItSpace
KER_ARG_PAD	Actual padding of a feature space associated to arg (left,right,top,bottom) as a v4s
KER_ARG_TILE_PAD	Actual padding of tile associated to arg (left,right,top,bottom) as a v4s
KER_ARG_PARTILE_DIM	Actual dimension of a parametric space
KER_ARG_PARTILE_SIZE	Size of a tile from a parametric space
KER_ARG_LOADEDPARTILE_SIZE	Size of a tile from a parametric space, in case the related subspace has been promoted to partial buffer returns the dimension of this subspace otherwise is equal to KER_ARG_PARTILE_SIZE
KER_IT_INDEX	Actual value of a given kernel iterator
TC_ARG	A C argument
TC_IMM	An immediate int value
TC_USYMB	A user defined symbol
TC_KDIM	One of the user Kernel Dimensions
TC_ARG_IND	An indirection on a C argument
TC_ARG_IND_IT_INDEX	An indirection on a C argument with respect to actual value of ItSpace
TC_ARG_PLUS_IT_INDEX	A C argument added to actual value of ItSpace, ItSpace multiplied by a constant
KER_ARG_INPLANEINDEX	Current Input Plane index for related user kernel argument, starts at 0
KER_ARG_OUTPLANEINDEX	Current Output Plane index for related user kernel argument, starts at 0
TC_ARG_IND_IP	A C argument subscripted by the current In Data Plane iteration index
TC_ARG_IND_OP	A C argument subscripted by the current Out Data Plane iteration index
TC_ARG_IND_TILE	A C argument subscripted by the current current most inner iteration index on argument basic data plane
TC_ARG_PLUS_IND_IP	A C argument added to the current In Data Plane iteration index multiplied by a constant
TC_ARG_PLUS_IND_OP	A C argument added to the current Out Data Plane iteration index multiplied by a constant
TC_ARG_PLUS_IND_TILE	A C argument added to the current current most inner iteration index on argument basic data plane multiplied by a constant
TC_ARG_PLUS_OFFSET	A C argument plus an immediate offset
TC_ARG_PLUS_C_OFFSET	A C argument plus a C variable name offset

enum KernelCallLocationT

Call location for basic kernels in the user kernel defined iteration space

When the context is a group of user kernels called kernels are user kernels and not basic kernels and in this case only LOC_IN_GROUP is valid

Enumerator
LOC_LOOP	Call basic kernel in the loop body of iterator 0 on the basic data planes
LOC_LOOP_PROLOG	Call basic kernel right before the first iteration of iterator 0 on the basic data planes
LOC_LOOP_EPILOG	Call basic kernel right after the last iteration of iterator 0 on the basic data planes
LOC_LOOP1	Call basic kernel in the loop body of iterator 1 on the basic data planes
LOC_LOOP1_PROLOG	Call basic kernel right before the first iteration of iterator 2 on the basic data planes
LOC_LOOP1_EPILOG	Call basic kernel right after the last iteration of iterator 2 on the basic data planes
LOC_LOOP2	Call basic kernel in the loop body of iterator 2 on the basic data planes
LOC_LOOP2_PROLOG	Call basic kernel right before the first iteration of iterator 2 on the basic data planes
LOC_LOOP2_EPILOG	Call basic kernel right after the last iteration of iterator 2 on the basic data planes
LOC_D0	Call basic kernel inside Iter D0 body
LOC_D0_PROLOG	Call basic kernel before 1st iteration on D0
LOC_D0_EPILOG	Call basic kernel after last iteration on D0
LOC_D1	Call basic kernel inside Iter D1 body
LOC_D1_PROLOG	Call basic kernel before 1st iteration on D1
LOC_D1_EPILOG	Call basic kernel after last iteration on D1
LOC_D2	Call basic kernel inside Iter D2 body
LOC_D2_PROLOG	Call basic kernel before 1st iteration on D2
LOC_D2_EPILOG	Call basic kernel after last iteration on D2
LOC_D3	Call basic kernel inside Iter D3 body
LOC_D3_PROLOG	Call basic kernel before 1st iteration on D3
LOC_D3_EPILOG	Call basic kernel after last iteration on D3
LOC_PROLOG	Call basic kernel before the entire user kernel iteration structure
LOC_EPILOG	Call basic kernel after the entire user kernel iteration structure
LOC_GROUP	Call user kernel in a kernel group

enum KernelCallTypeT

Basic kernel call type

A basic kernel can be called as a sequential call from master core in the cluster, in this case only master core executes the code and arguments are passed with the usual C type list of parameters.

It can also be called on all the available cores in the clusters, this is a parallel call. In this case arguments are grouped into a single structure which address is passed to the parallel dispatcher.

Enumerator
CALL_SEQUENTIAL	Call the related basic kernel only on master core
CALL_PARALLEL	Call the related basic kernel on all available cores
CALL_SEQUENTIAL_STRUCT	Call the related basic kernel only on master core but pass all arguments through one structure

enum KernelDimT

Enumerator
K_INP
K_OUTP
K_DIM_LAST

enum KernelIterationDimT

Enumerator
KER_DIM0
KER_DIM1
KER_DIM2
KER_DIM3
KER_DIM4

enum KernelIteratorT

Iterators definition

Enumerator
KER_ITER_TILE0	Most inner iteration space operating on the basic data plane of a user kernel argument
KER_ITER_TILE1	Second inner iteration space operating on the basic data plane of a user kernel argument
KER_ITER_TILE2	Third inner iteration space operating on the basic data plane of a user kernel argument
KER_ITER_D0
KER_ITER_D1
KER_ITER_D2
KER_ITER_D3
KER_ITER_LAST	Marker for last

enum KernelOper_T

Defined CNN Kernel operations

Enumerator
KOP_NONE
KOP_SETBIAS
KOP_SETBIAS_DP
KOP_CONV_HWCE
KOP_CONV
KOP_CONV_DP
KOP_CONV_DW
KOP_CONV_DWDP
KOP_DP_REDUCT
KOP_DP_REDUCT_IO
KOP_DP_REDUCT_MULBIAS
KOP_DP_REDUCT_IO_MULBIAS
KOP_DP_REDUCT_MULBIAS_SCALAR
KOP_DP_REDUCT_IO_MULBIAS_SCALAR
KOP_MAXPOOL
KOP_AVGPOOL
KOP_GLOBAL_MAXPOOL
KOP_GLOBAL_MAXPOOL_REDUCT
KOP_GLOBAL_AVGPOOL
KOP_GLOBAL_AVGPOOL_REDUCT
KOP_RELU
KOP_RELUN
KOP_HSIGMOID
KOP_HSWISH
KOP_LEAKYRELU
KOP_LINEAR
KOP_LINEAR_DP
KOP_DP_REDUCT_LINEAR
KOP_MATADD
KOP_MATADD_DYNADJUST
KOP_MATMUL
KOP_MATMUL_SM1
KOP_MATMUL_SCALE
KOP_MATMUL_SCALE_SCALAR
KOP_MATMUL_SCALE_SM1
KOP_MATMUL_SCALE_SCALAR_SM1
KOP_MATSCALE_VECTOR
KOP_MATSCALE_SCALAR
KOP_MATSCALE_VECTOR_SCALAR
KOP_MATVECTMUL
KOP_MATTRANSP
KOP_MATPERM_CHW2CWH
KOP_MATPERM_CHW2HWC
KOP_MATPERM_CHW2WHC
KOP_MATPERM_CHW2WCH
KOP_MATPERM_CHW2HCW
KOP_SOFTMAX
KOP_EXPAND
KOP_COLLAPSE
KOP_RNN
KOP_LSTM
KOP_GRU
KOP_CONV_RELU
KOP_CONV_RELUN
KOP_CONV_MAXPOOL
KOP_CONV_MAXPOOL_RELU
KOP_CONV_MAXPOOL_RELUN
KOP_CONV_AVGPOOL
KOP_CONV_AVGPOOL_RELU
KOP_CONV_AVGPOOL_RELUN
KOP_CONV_DP_RELU
KOP_CONV_DP_RELUN
KOP_CONV_DP_MAXPOOL
KOP_CONV_DP_MAXPOOL_RELU
KOP_CONV_DP_MAXPOOL_RELUN
KOP_CONV_DP_AVGPOOL
KOP_CONV_DP_AVGPOOL_RELU
KOP_CONV_DP_AVGPOOL_RELUN
KOP_CONV_DW_RELU
KOP_CONV_DW_RELUN
KOP_CONV_DW_MAXPOOL
KOP_CONV_DW_MAXPOOL_RELU
KOP_CONV_DW_MAXPOOL_RELUN
KOP_CONV_DW_AVGPOOL
KOP_CONV_DW_AVGPOOL_RELU
KOP_CONV_DW_AVGPOOL_RELUN
KOP_CONV_DWDP_RELU
KOP_CONV_DWDP_RELUN
KOP_CONV_DWDP_MAXPOOL
KOP_CONV_DWDP_MAXPOOL_RELU
KOP_CONV_DWDP_MAXPOOL_RELUN
KOP_CONV_DWDP_AVGPOOL
KOP_CONV_DWDP_AVGPOOL_RELU
KOP_CONV_DWDP_AVGPOOL_RELUN
KOP_MAXPOOL_RELU
KOP_MAXPOOL_RELUN
KOP_AVGPOOL_RELU
KOP_AVGPOOL_RELUN
KOP_LINEAR_RELU
KOP_LINEAR_RELUN
KOP_MATADD_RELU
KOP_MATADD_RELUN
KOP_MATMUL_RELU
KOP_MATMUL_RELUN
KOP_LAST

enum KernelOptimizationT

brief User Kernel optimization

Enumerator
KER_OPT_NONE	No optimization
KER_OPT_BUFFER_PROMOTE	When all user kernel arguments can fit into given L1 memory promote them to buffer
KER_OPT_PARTIAL_BUFFER_PROMOTE	When all tile of a user kernel argument across In Planes can fit into given L1 memory promote them to partial buffer
KER_OPT_KEEP_GROUP	When in part of a group and expanded in a graph all elements of the group should be kept together

enum MemHierarchy_T

Enumerator
UNDEF_MEM
MEM_L3
MEM_L2
MEM_L1
MEM_LAST

enum NodeType_T

Enumerator
NODE_ENTRY
NODE_USER_KER
NODE_USER_KER_GROUP
NODE_EXIT

enum Object_Type_T

Pre defined user kernel argument types

Enumerator
OBJ_IN
OBJ_IN_DB
OBJ_IN_L2DB
OBJ_IN_DB_L2DB
OBJ_OUT
OBJ_OUT_DB
OBJ_OUT_L2DB
OBJ_OUT_DB_L2DB
OBJ_OUT_DB_ALIAS
OBJ_IN_OUT
OBJ_IN_OUT_DB
OBJ_IN_OUT_L2DB
OBJ_IN_OUT_DB_L2DB
OBJ_BUFFER
OBJ_BUFFER_NTILED
OBJ_BUFFER_IN
OBJ_BUFFER_IN_NTILED
OBJ_BUFFER_OUT
OBJ_BUFFER_OUT_NTILED
OBJ_BUFFER_IN_OUT
OBJ_BUFFER_IN_OUT_NTILED
OBJ_BUFFER_IN_L2DB
OBJ_BUFFER_IN_L2DB_NTILED
OBJ_BUFFER_OUT_L2DB
OBJ_BUFFER_OUT_L2DB_NTILED
OBJ_BUFFER_IN_OUT_L2DB
OBJ_BUFFER_IN_OUT_L2DB_NTILED
OBJ_BUFFER_ONETILE
OBJ_BUFFER_DYNTILE
OBJ_BUFFER_DB_ONETILE

enum Tile_Orientation_T

User kernel tiling orientation

Tiling orientation is global to the user kernel applying to every single user kernel argument unless a given user kernel argument has its own orientation defined in it's set of constraints

Enumerator
TILE_HOR	Tiles are horizontal, full width and variable height
TILE_VER	Tiles are vertical, full height and variable width
TILE_UNDEF	Undefined orientation

Variable Documentation

int AvailableMemory[]

char* ConstDir

char* ConstDirName

CNNGraph_T* CurCNNGraph

char* FlashDir

GraphControl_T GraphControl

int HeadKernelGroup

int HeadKernelLib

int HeadKernelLibTemplate

int HeadKernelStack

KernelCallLocationT IterCallLocation[][CALL_LAST]

KernelIteratorInfosT KerIterInfos[]

KernelGroup_T KernelGroup[]

KernelLib_T KernelLib[]

KernelLibTemplate_T KernelLibTemplate[]

Kernel_T KernelStack[]

Device_T L1_Device

unsigned int L1MemorySize

Device_T L2_L1_Device

unsigned int L2MemorySize

Device_T L3_L2_Device[]

Device_T L3_L2_Device_FC[]

unsigned int L3MemorySize

char* LibTemplateName

int MaxAllocatedL2

int MaxL1TopMemory

char* MemoryBaseName[]

NodeTypeTemplateParameters_T NodeTypeTemplateParameters

char* OutputDir

int TopAllocatedMemory

Data Structures

Macros

Typedefs

Enumerations

Variables

Description

Macro Definition Documentation

Typedef Documentation

Enumeration Type Documentation

Variable Documentation