r"""Returns the mean of the scalars that were accumulated for the given statistic between the last two calls to `update()`, or NaN if

r"""Returns the mean of the scalars that were accumulated for the given statistic between the last two calls to `update()`, or NaN if

r"""Copies current values of the internal counters to the user-visible state and resets them for the next round. If `keep_previous=Tr

Create a clone of this network with its own copy of the variables.

Run this network for the given NumPy array(s), and return the output(s) as NumPy array(s). Args: input_transform: A dict speci

Create new network with the given parameters, and copy all variables from this network.

r"""Pad, upsample, filter, and downsample a batch of 2D images. Performs the following sequence of operations for each channel: 1. Upsample

Wrapper for the underlying `conv2d()` and `conv_transpose2d()` implementations.

Wrapper for the underlying `conv2d()` and `conv_transpose2d()` implementations.

r"""Copies current values of the internal counters to the user-visible state and resets them for the next round. If `keep_previous=Tr

Clear target history state from global_state If target is not defined, points and mask will be both removed. 1. set global_state['points'] as

This function is called only ones with Gradio App is started. 0. pre-process global_state, unpack value from global_state of need 1. Re-init r

Upsample and add two feature maps. Args: x: (Variable) top feature map to be upsampled. y: (Variable) lateral feature map. Returns

Check that TensorFlow session has been initialized.

Flush, close possible files, and remove stdout/stderr mirroring.

Flush written text to both stdout and a file, if open.

Flush written text to both stdout and a file, if open.

Function to handle mask information. 1. last_mask is None: Do not need to change mask, return mask 2. last_mask is not None: 2.1 globa

Write text to stdout (and a file) and optionally flush.

r"""Returns the raw moments that were accumulated for the given statistic between the last two calls to `update()`, or zero if no scal

r"""Returns the raw moments that were accumulated for the given statistic between the last two calls to `update()`, or zero if no scal

Find variable by local or global name.

Traverses the object name and returns the last (rightmost) python object.

Traverses the object name and returns the last (rightmost) python object.