module `onnxrt.ops_cpu.op_argmin`#

Short summary#

module mlprodict.onnxrt.ops_cpu.op_argmin

Runtime operator.

Classes#

class	truncated documentation
`_ArgMin`	Base class for runtime for operator ArgMin. …
`ArgMin_11`
`ArgMin_12`	ArgMin ====== Computes the indices of the min elements of the input tensor’s element along the provided axis. The resulting …
`ArgMin_12`	ArgMin ====== Computes the indices of the min elements of the input tensor’s element along the provided axis. The resulting …

Functions#

function	truncated documentation
`_argmin`
`_argmin_use_numpy_select_last_index`

Properties#

property	truncated documentation
`args_default`	Returns the list of arguments as well as the list of parameters with the default values (close to the signature). …
`args_default`	Returns the list of arguments as well as the list of parameters with the default values (close to the signature). …
`args_default`	Returns the list of arguments as well as the list of parameters with the default values (close to the signature). …
`args_default`	Returns the list of arguments as well as the list of parameters with the default values (close to the signature). …
`args_default_modified`	Returns the list of modified parameters.
`args_default_modified`	Returns the list of modified parameters.
`args_default_modified`	Returns the list of modified parameters.
`args_default_modified`	Returns the list of modified parameters.
`args_mandatory`	Returns the list of optional arguments.
`args_mandatory`	Returns the list of optional arguments.
`args_mandatory`	Returns the list of optional arguments.
`args_mandatory`	Returns the list of optional arguments.
`args_optional`	Returns the list of optional arguments.
`args_optional`	Returns the list of optional arguments.
`args_optional`	Returns the list of optional arguments.
`args_optional`	Returns the list of optional arguments.
`atts_value`	Returns all parameters in a dictionary.
`atts_value`	Returns all parameters in a dictionary.
`atts_value`	Returns all parameters in a dictionary.
`atts_value`	Returns all parameters in a dictionary.

Methods#

method	truncated documentation
`__init__`
`__init__`
`__init__`
`__init__`
`_run`
`_run`
`_run`
`_run`
`to_python`
`to_python`
`to_python`

Documentation#

Runtime operator.

source on GitHub

mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin#: alias of mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12

class mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_11(onnx_node, desc=None, **options)#

Bases: mlprodict.onnxrt.ops_cpu.op_argmin._ArgMin

Parameters

onnx_node – onnx node
desc – internal representation
expected_attributes – expected attributes for this node
options – runtime options

source on GitHub

__init__(onnx_node, desc=None, **options)#

Parameters

onnx_node – onnx node
desc – internal representation
expected_attributes – expected attributes for this node
options – runtime options

source on GitHub

to_python(inputs)#

Returns a python code equivalent to this operator.

Parameters: inputs – inputs name
Returns: imports, python code, both as strings

source on GitHub

class mlprodict.onnxrt.ops_cpu.op_argmin.ArgMin_12(onnx_node, desc=None, **options)#

Bases: mlprodict.onnxrt.ops_cpu.op_argmin._ArgMin

Computes the indices of the min elements of the input tensor’s element along the provided axis. The resulting tensor has the same rank as the input if keepdims equal 1. If keepdims equal 0, then the resulting tensor have the reduced dimension pruned. If select_last_index is True (default False), the index of the last occurrence of the min is selected if the min appears more than once in the input. Otherwise the index of the first occurrence is selected. The type of the output tensor is integer.

Attributes

axis: The axis in which to compute the arg indices. Accepted range is [-r, r-1] where r = rank(data). Default value is nameaxisi0typeINT (INT)
keepdims: Keep the reduced dimension or not, default 1 mean keep reduced dimension. Default value is namekeepdimsi1typeINT (INT)
select_last_index: Whether to select the last index or the first index if the {name} appears in multiple indices, default is False (first index). Default value is nameselectlastindexi0typeINT (INT)

Inputs

data (heterogeneous)T: An input tensor.

Outputs

reduced (heterogeneous)tensor(int64): Reduced output tensor with integer data type.

Type Constraints

T tensor(uint8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(int8), tensor(int16), tensor(int32), tensor(int64), tensor(float16), tensor(float), tensor(double): Constrain input and output types to all numeric tensors.

Version

Onnx name: ArgMin

This version of the operator has been available since version 12.

Runtime implementation: ArgMin

Parameters