.. _f-quantizedtensor:

module ``testing.test_utils.quantized_tensor``
==============================================





.. inheritance-diagram:: mlprodict.testing.test_utils.quantized_tensor


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

module ``mlprodict.testing.test_utils.quantized_tensor``

Initializes a quantized tensor from float values.


:githublink:`%|py|5`




Classes
+++++++

+--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------+
| class                                                                                            | truncated documentation                                                |
+==================================================================================================+========================================================================+
| :class:`QuantizedBiasTensor <mlprodict.testing.test_utils.quantized_tensor.QuantizedBiasTensor>` | Instantiates a quantized tensor (uint8) with bias from a float tensor. |
+--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------+
| :class:`QuantizedTensor <mlprodict.testing.test_utils.quantized_tensor.QuantizedTensor>`         | Instantiates a quantized tensor (uint8) from a float tensor.           |
+--------------------------------------------------------------------------------------------------+------------------------------------------------------------------------+




Functions
+++++++++

+---------------------------------------------------------------------------------------------+----------------------------------------------+
| function                                                                                    | truncated documentation                      |
+=============================================================================================+==============================================+
| :func:`test_qlinear_conv <mlprodict.testing.test_utils.quantized_tensor.test_qlinear_conv>` | Checks a runtime for operator `QLinearConv`. |
+---------------------------------------------------------------------------------------------+----------------------------------------------+








Methods
+++++++

+--------------------------------------------------------------------------------------------------+---------------------------------------+
| method                                                                                           | truncated documentation               |
+==================================================================================================+=======================================+
| :py:meth:`__init__ <mlprodict.testing.test_utils.quantized_tensor.QuantizedBiasTensor.__init__>` |                                       |
+--------------------------------------------------------------------------------------------------+---------------------------------------+
| :py:meth:`__init__ <mlprodict.testing.test_utils.quantized_tensor.QuantizedTensor.__init__>`     | constructor                           |
+--------------------------------------------------------------------------------------------------+---------------------------------------+
| :py:meth:`_init <mlprodict.testing.test_utils.quantized_tensor.QuantizedTensor._init>`           | Initialization when dtype is float32. |
+--------------------------------------------------------------------------------------------------+---------------------------------------+


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

.. automodule:: mlprodict.testing.test_utils.quantized_tensor
    :members:
    :special-members: __init__
    :show-inheritance: