TensorFlow ValueError: Cannot take the length of Shape with unknown rank

Attempting to determine the length of a tensor shape that is not fully defined.

TensorFlow InvalidArgumentError: Input to reshape is a tensor with x values, but requested shape has y

Mismatch between the number of elements in the tensor and the requested shape.

TensorFlow ValueError: Cannot convert a partially known TensorShape to a Tensor

Attempting to convert a tensor shape that is not fully defined.

TensorFlow RuntimeError: Attempting to capture an EagerTensor without building a function

Attempting to capture a tensor in eager execution without a function.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'get_default_graph'

Using TensorFlow 2.x where `get_default_graph` is deprecated.

TensorFlow TypeError: Using a `tf.Tensor` as a Python `bool` is not allowed

Attempting to use a tensor as a boolean in a Python conditional.

TensorFlow ValueError: logits and labels must have the same shape

Mismatch between the shape of logits and labels in loss computation.

TensorFlow InvalidArgumentError: Matrix size-incompatible

Matrix operations are being performed on incompatible sizes.

TensorFlow ImportError: cannot import name 'keras'

Incorrect import statement for Keras within TensorFlow.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'GraphDef'

Incorrect usage or import of TensorFlow graph definitions.

TensorFlow ValueError: Cannot feed value of shape (x, y) for Tensor with shape (a, b)

Mismatch between provided data shape and expected tensor shape.

TensorFlow TypeError: 'Tensor' object is not callable

Attempting to call a tensor object as if it were a function.

TensorFlow NameError: name 'tf' is not defined

TensorFlow is not imported or incorrectly imported.

TensorFlow AttributeError: 'Tensor' object has no attribute 'numpy'

Attempting to use `.numpy()` method on a tensor in graph mode.

TensorFlow InvalidArgumentError: indices[0] = x is not in [0, y)

Index out of bounds error when accessing tensor elements.

TensorFlow TypeError: Expected int32, got float

Data type mismatch between expected and provided tensor data types.

TensorFlow ValueError: Cannot take the length of Shape with unknown rank

Attempting to determine the length of a tensor shape that is not fully defined.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'ConfigProto'

Using TensorFlow 2.x where `ConfigProto` is deprecated.

TensorFlow InvalidArgumentError: Input to reshape is a tensor with x values, but requested shape has y

Mismatch between the number of elements in the tensor and the requested shape.

TensorFlow ValueError: Cannot convert a partially known TensorShape to a Tensor

Attempting to convert a tensor shape that is not fully defined.

TensorFlow RuntimeError: Attempting to capture an EagerTensor without building a function

Attempting to capture a tensor in eager execution without a function.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'get_default_graph'

Using TensorFlow 2.x where `get_default_graph` is deprecated.

TensorFlow TypeError: Using a `tf.Tensor` as a Python `bool` is not allowed

Attempting to use a tensor as a boolean in a Python conditional.

TensorFlow InvalidArgumentError: Matrix size-incompatible

Matrix operations are being performed on incompatible sizes.

TensorFlow ValueError: logits and labels must have the same shape

Mismatch between the shape of logits and labels in loss computation.

TensorFlow ImportError: cannot import name 'keras'

Incorrect import statement for Keras within TensorFlow.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'GraphDef'

Incorrect usage or import of TensorFlow graph definitions.

TensorFlow ValueError: Cannot feed value of shape (x, y) for Tensor with shape (a, b)

Mismatch between provided data shape and expected tensor shape.

TensorFlow TypeError: 'Tensor' object is not callable

Attempting to call a tensor object as if it were a function.

TensorFlow TypeError: 'NoneType' object is not iterable

Attempting to iterate over a None object.

TensorFlow InvalidArgumentError: indices[0] = x is not in [0, y)

Index out of bounds error when accessing tensor elements.

TensorFlow NameError: name 'tf' is not defined

TensorFlow is not imported or incorrectly imported.

TensorFlow AttributeError: 'Tensor' object has no attribute 'numpy'

Attempting to use `.numpy()` method on a tensor in graph mode.

TensorFlow ValueError: Tensor conversion requested dtype float32 for Tensor with dtype int32

Mismatch between expected and actual tensor data types.

TensorFlow TypeError: Expected float32, got int

Data type mismatch between expected and provided tensor data types.

TensorFlow NotFoundError: No algorithm worked!

Incompatible or missing CUDA/cuDNN libraries.

TensorFlow FailedPreconditionError: Attempting to use uninitialized value

Variables are being used before they are initialized.

TensorFlow InvalidArgumentError: Incompatible shapes

Operations are being performed on tensors with incompatible shapes.

TensorFlow ValueError: No gradients provided for any variable

The model's loss function does not depend on any trainable variables.

TensorFlow ImportError: cannot import name 'contrib'

The `tf.contrib` module is removed in TensorFlow 2.x.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'placeholder'

Using TensorFlow 2.x where `placeholder` is deprecated.

TensorFlow RuntimeError: tf.placeholder() is not compatible with eager execution

Using `tf.placeholder` in TensorFlow 2.x with eager execution.

TensorFlow ResourceExhaustedError: OOM when allocating tensor

GPU memory is exhausted due to large model or data.

TensorFlow InvalidArgumentError: You must feed a value for placeholder tensor

A placeholder tensor is not being fed a value during session run.

TensorFlow TypeError: Expected binary or unicode string, got None

A None value is being passed where a string is expected.

TensorFlow ImportError: DLL load failed

Mismatch between TensorFlow version and installed CUDA/cuDNN versions.

TensorFlow AttributeError: module 'tensorflow' has no attribute 'Session'

Using TensorFlow 2.x where `Session` is not available.

TensorFlow OOM when allocating tensor

Out of memory error due to large model or batch size.

TensorFlow ValueError: Shapes (x, y) and (a, b) are incompatible

Mismatch in expected input/output tensor shapes.

TensorFlow ModuleNotFoundError: No module named 'tensorflow'

TensorFlow is not installed in the current Python environment.