Returns the size of the dimension at the given index.

Return a unique identifier for this HloValue. This value is used for stable sorting and iteration

Return a pointer to the entry computation of the module..

Bitwise reduction (logical AND). Arguments: x: Tensor or variable. axis: axis along which to perform the reduction. keepdims: whe

Returns True iff `self` is fully defined in every dimension.

Load the imports85 data as a (train,test) pair of `Dataset`. Each dataset generates (features_dict, label) pairs. Args: y_name: The name of

Return the index of the destination input that consumes the data carried by this edge. The special value kControlSlot is used for control dependencie

Intelligently sets any non-specific parameters.

Check if the coordinator was told to stop. See `Coordinator.should_stop()`. Returns: True if the coordinator was told to stop, False o

Reshapes a tensor. Given `tensor`, this operation returns a tensor that has the same values as `tensor` with shape `shape`. If one component of `sha

Creates a `Dataset` by concatenating given dataset with this dataset. ```python # NOTE: The following examples use `{ ... }` to represent the

Returns a serialized `GraphDef` representation of this graph. The serialized `GraphDef` can be imported into another `Graph` (using @{tf.impo

Make and run an experiment. It creates an Experiment by calling `experiment_fn`. Then it calls the function named as `schedule` of the Experiment

Prints a list of tensors. Passes `input` through to `output` and prints `data` when evaluating. Arguments: input: The tensor passed to `output` da

Returns the `Tensor` with the given `name`. This method may be called concurrently from multiple threads. Args: name: The name of the

Returns True if current thread is in EAGER mode.

Returns a non-owned pointer to a request buffer for all calls.

Shape of batch dimensions of this operator, determined at runtime. If this operator acts like the batch matrix `A` with `A.shape = [B1,...,Bb

Returns the index of this allocation.

Stores the default arguments for the given set of list_ops. For usage, please see examples at top of the file. Args: list_ops_or_scope: List

Returns the total number of elements in the array.

Probability density/mass function. Args: value: `float` or `double` `Tensor`. name: The name to give this op. Returns: pro

-- ACCESSORS -------------------------------------------------------------- The class provides a value() accessor returning the stored ValueType value

Fit the estimator using the training data. Train the estimator for `self._train_steps` steps, after waiting for `delay_secs` seconds. If `sel

Raises an exception if `other` is not compatible with this Dimension. Args: other: Another Dimension. Raises: ValueError: If `se

Unstack the values of a `Tensor` in the TensorArray. If input value shapes have rank-`R`, then the output TensorArray will contain elements w

Returns x * y element-wise. *NOTE*: `Mul` supports broadcasting. More about broadcasting [here](http://docs.scipy.org/doc/numpy/user/basics.broadcast

Removes the last layer in the model. Raises: TypeError: if there are no layers in the model.

Execute a session. <p>The author apologizes for the ugliness of the long argument list of this method. However, take solace in the fact that this is

Wait for threads to terminate. This call blocks until a set of threads have terminated. The set of thread is the union of the threads passed

Evaluates and returns the value of this variable.

Sum of the values in a tensor, alongside the specified axis. Arguments: x: A tensor or variable. axis: An integer, the axis to sum over

Returns the instruction associated with this call site.

Returns the next record (key, value pair) produced by the reader. The multiple reader instances are all configured to `read()` from the filen

Saves variables. This method runs the ops added by the constructor for saving variables. It requires a session in which the graph was launche

Accumulate a new instance of ProfileDatum. Args: profile_datum: (`ProfileDatum`) an instance of `ProfileDatum` to accumulate to thi

Creates a `Dataset` by concatenating given dataset with this dataset. ```python # NOTE: The following examples use `{ ... }` to represent the

Only needed by variable op to set the shape of an uninitialized Tensor. TODO: Remove this when we have a better story for detecting uninitialized tens

Asserts that two floats are near each other. Checks that |f1 - f2| < err and asserts a test failure if not. Args: f1: A float valu

Load new value into this variable. Writes new value to variable's memory. Doesn't add ops to the graph. This convenience method requires a s