.. _f-opadagrad:

module ``onnxrt.ops_cpu.op_adagrad``
====================================





.. inheritance-diagram:: mlprodict.onnxrt.ops_cpu.op_adagrad


Short summary
+++++++++++++

module ``mlprodict.onnxrt.ops_cpu.op_adagrad``

Runtime operator.


:githublink:`%|py|7`




Classes
+++++++

+----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
| class                                                          | truncated documentation                                                                                                           |
+================================================================+===================================================================================================================================+
| :class:`Adagrad <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad>` | Adagrad (ai.onnx.preview.training) ================================== Compute one iteration of ADAGRAD, a stochastic gradient ... |
+----------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+




Functions
+++++++++

+-----------------------------------------------------------------------------+-------------------------+
| function                                                                    | truncated documentation |
+=============================================================================+=========================+
| :func:`_apply_adagrad <mlprodict.onnxrt.ops_cpu.op_adagrad._apply_adagrad>` |                         |
+-----------------------------------------------------------------------------+-------------------------+




Properties
++++++++++

+---------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| property                                                                                          | truncated documentation                                                                                               |
+===================================================================================================+=======================================================================================================================+
| :meth:`args_default <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.args_default>`                   | Returns the list of arguments as well as the list of parameters with the default values (close to the signature). ... |
+---------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_default_modified <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.args_default_modified>` | Returns the list of modified parameters.                                                                              |
+---------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_mandatory <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.args_mandatory>`               | Returns the list of optional arguments.                                                                               |
+---------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`args_optional <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.args_optional>`                 | Returns the list of optional arguments.                                                                               |
+---------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+
| :meth:`atts_value <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.atts_value>`                       | Returns all parameters in a dictionary.                                                                               |
+---------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------+






Methods
+++++++

+----------------------------------------------------------------------------+-------------------------+
| method                                                                     | truncated documentation |
+============================================================================+=========================+
| :py:meth:`__init__ <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad.__init__>` |                         |
+----------------------------------------------------------------------------+-------------------------+
| :py:meth:`_run <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad._run>`         |                         |
+----------------------------------------------------------------------------+-------------------------+
| :py:meth:`_run1 <mlprodict.onnxrt.ops_cpu.op_adagrad.Adagrad._run1>`       |                         |
+----------------------------------------------------------------------------+-------------------------+


Documentation
+++++++++++++

.. automodule:: mlprodict.onnxrt.ops_cpu.op_adagrad
    :members:
    :special-members: __init__
    :show-inheritance: