Python mxnet.module.base_module._parse_data_desc() Examples

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Example #1
Source File: module.py    From RoITransformer_DOTA with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #2
Source File: module.py    From Decoupled-Classification-Refinement with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #3
Source File: module.py    From Decoupled-Classification-Refinement with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #4
Source File: module.py    From Decoupled-Classification-Refinement with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #5
Source File: module.py    From Decoupled-Classification-Refinement with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #6
Source File: module.py    From Sequence-Level-Semantics-Aggregation with Apache License 2.0 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #7
Source File: module.py    From Faster_RCNN_for_DOTA with Apache License 2.0 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #8
Source File: module.py    From mx-DeepIM with Apache License 2.0 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(
            *[
                _parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                for data_shape, label_shape in zip(data_shapes, label_shapes)
            ]
        )

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #9
Source File: module.py    From Accel with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #10
Source File: module.py    From Accel with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #11
Source File: module.py    From Accel with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #12
Source File: module.py    From Accel with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #13
Source File: module.py    From Relation-Networks-for-Object-Detection with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #14
Source File: module.py    From RoITransformer_DOTA with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #15
Source File: module.py    From Deep-Feature-Flow-Segmentation with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #16
Source File: module.py    From Deformable-ConvNets with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #17
Source File: module.py    From Deformable-ConvNets with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #18
Source File: module.py    From Deformable-ConvNets with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #19
Source File: module.py    From Deformable-ConvNets with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #20
Source File: module.py    From Flow-Guided-Feature-Aggregation with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #21
Source File: module.py    From Deep-Feature-Flow with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #22
Source File: module.py    From Deep-Feature-Flow with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #23
Source File: module.py    From MANet_for_Video_Object_Detection with Apache License 2.0 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #24
Source File: module.py    From kaggle-rsna18 with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #25
Source File: module.py    From kaggle-rsna18 with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #26
Source File: module.py    From kaggle-rsna18 with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #27
Source File: module.py    From kaggle-rsna18 with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #28
Source File: module.py    From kaggle-rsna18 with MIT License 6 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshape the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is `data_iter.provide_data`.
        label_shapes : list of (str, tuple)
            Typically is `data_iter.provide_label`.
        """
        assert self.binded
        # self._data_shapes, self._label_shapes = _parse_data_desc(
        #     self.data_names, self.label_names, data_shapes, label_shapes)
        self._data_shapes, self._label_shapes = zip(*[_parse_data_desc(self.data_names, self.label_names, data_shape, label_shape)
                                                      for data_shape, label_shape in zip(data_shapes, label_shapes)])

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #29
Source File: detection_module.py    From groupsoftmax-simpledet with Apache License 2.0 5 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshapes the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is ``data_iter.provide_data``.
        label_shapes : list of (str, tuple)
            Typically is ``data_iter.provide_label``.
        """
        assert self.binded
        self._data_shapes, self._label_shapes = _parse_data_desc(
            self.data_names, self.label_names, data_shapes, label_shapes)

        self._exec_group.reshape(self._data_shapes, self._label_shapes) 
Example #30
Source File: detection_module.py    From simpledet with Apache License 2.0 5 votes vote down vote up
def reshape(self, data_shapes, label_shapes=None):
        """Reshapes the module for new input shapes.

        Parameters
        ----------
        data_shapes : list of (str, tuple)
            Typically is ``data_iter.provide_data``.
        label_shapes : list of (str, tuple)
            Typically is ``data_iter.provide_label``.
        """
        assert self.binded
        self._data_shapes, self._label_shapes = _parse_data_desc(
            self.data_names, self.label_names, data_shapes, label_shapes)

        self._exec_group.reshape(self._data_shapes, self._label_shapes)