Deeploy.Targets.Neureka.Engine.NeurekaEngine

class Deeploy.Targets.Neureka.Engine.NeurekaEngine(name: str, Mapping={'Conv': ConvLayer(maps=[ NeurekaPWConv2DParser [ Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t) -> int32_t ] NeurekaDWConv2DParser [ Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t) -> int32_t ] NeurekaDenseConv2DParser [ Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t) -> int32_t ] ]), 'RequantizedConv': PULPRQSConvLayer(maps=[ NeurekaRQSPWConv2DParser [ Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t ] NeurekaRQSDWConv2DParser [ Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t ] NeurekaRQSDenseConv2DParser [ Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t ] ])}, initCode: str = '\nneureka_siracusa_conf_t conf = {.max_stall = 8};\nneureka_nnx_init(neureka_siracusa_get_dev(), &conf);\n', includeList: ~typing.List[str] = ['pulp_nnx_neureka.h', 'pulp_nnx_util.h', 'neureka_siracusa_bsp.h', 'neureka.h', 'neureka_task.h'], enable3x3: bool = False, enableStrides: bool = False)

Bases: DeploymentEngine

Methods

__init__(name: str, Mapping={'Conv': ConvLayer(maps=[ NeurekaPWConv2DParser [ Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t) -> int32_t ] NeurekaDWConv2DParser [ Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t) -> int32_t ] NeurekaDenseConv2DParser [ Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t) -> int32_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t) -> int32_t ] ]), 'RequantizedConv': PULPRQSConvLayer(maps=[ NeurekaRQSPWConv2DParser [ Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DPWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DPWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t ] NeurekaRQSDWConv2DParser [ Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDWConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDWConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t ] NeurekaRQSDenseConv2DParser [ Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(uint8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(uint8_t, int8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> uint8_t Neureka2DDenseConvTemplate(int8_t, uint8_t, int32_t, int32_t) -> int8_t Neureka2DDenseConvTemplate(int8_t, int8_t, int32_t, int32_t) -> int8_t ] ])}, initCode: str = '\nneureka_siracusa_conf_t conf = {.max_stall = 8};\nneureka_nnx_init(neureka_siracusa_get_dev(), &conf);\n', includeList: ~typing.List[str] = ['pulp_nnx_neureka.h', 'pulp_nnx_util.h', 'neureka_siracusa_bsp.h', 'neureka.h', 'neureka_task.h'], enable3x3: bool = False, enableStrides: bool = False) → None

Instantiate a new engine

Parameters:

name (str) – Name of this compute engine; must be unique per deployemnt
Mapping (Dict[str, Union[ONNXLayer, Callable[[gs.Node], Any]]]) – Mapping between operator names and ONNXLayer implementations
initCode (str) – Static initialization code for this engine
includeList (List[str]) – List of header files to be included with #include directives

`__init__`(name[, Mapping])	Instantiate a new engine
`canExecute`(node)	Return whether this accelerator can execute an operator
`isDWConv`(node)
`isDenseConv`(node)
`isPWConv`(node)

Attributes

`name`	Name of this compute engine; must be unique per deployemnt
`Mapping`	Mapping between operator names and ONNXLayer implementations
`includeList`	List of header files to be included with #include directives

canExecute(node: Node) → bool

Return whether this accelerator can execute an operator

Parameters:: node (gs.Node) – Operator to be checked
Returns:: True if operator can be run on this Engine, False otherwise
Return type:: bool

name

Name of this compute engine; must be unique per deployemnt

Type:: str

Mapping: Mapping between operator names and ONNXLayer implementations

includeList

List of header files to be included with #include directives

Type:: List[str]