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Any plans to support keras3?

Abierto
  • ¿Algo no está bien?
#1,119 5 comentarios 6 reacciones 0 asignados Ver en GitHub

Nadie ha tomado este issue todavía.

Evaluación

Dificultad
5/5
Tiempo estimado
Más de una semana
Aptitud para principiantes
25/100
Tipo de issue
Nueva funcionalidad
Claridad
Necesita aclaración
Estado de actividad
Estancado
Stack tecnológico
keras, python
Área
machine-learning

Línea de trabajo

Comienza reproduciendo el fallo en import_utils/keras3_import_test.py y sigue la importación a través de quantization/quantize_layers/helper.py y tensorflow_model_optimization/python/core/keras/compat.py. Determina qué funcionalidades de tfmot, incluida la cuantización, necesitan compatibilidad con Keras 3; el trabajo estará terminado cuando la prueba de importación y las funcionalidades relevantes funcionen con Keras 3 sin el ModuleNotFoundError mostrado.

Escrito por el modelo de indexación a partir del texto del issue.

Descripción

feature request

System information

  • TensorFlow version (you are using): 2.12.0
  • Are you willing to contribute it (Yes/No): Yes

Motivation
Keras3 is the latest version and it supports multiple backends including Pytorch.

Describe the feature

Supporting keras3 when using different tfmot features including quanitization.
Are there any plans to provide support for keras3? and what needs to be done to support it?

Currently running

import keras
import tensorflow_model_optimization as tfmot

fails with


======================================================================
ERROR: test_qat (__main__.KerasImportTestCase)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "    import_utils/keras3_import_test.runfiles/nuro/learning/py_utils/import_utils/keras3_import_test.py", line 40, in test_qat
    import learning.quantization.quantize_layers.helper as qat_helper
  File "    import_utils/keras3_import_test.runfiles/nuro/learning/quantization/quantize_layers/helper.py", line 4, in <module>
    import tensorflow_model_optimization as tfmot
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/__init__.py", line 86, in <module>
    from tensorflow_model_optimization.python.core.api import clustering
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/api/__init__.py", line 16, in <module>
    from tensorflow_model_optimization.python.core.api import clustering
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/api/clustering/__init__.py", line 16, in <module>
    from tensorflow_model_optimization.python.core.api.clustering import keras
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/api/clustering/keras/__init__.py", line 19, in <module>
    from tensorflow_model_optimization.python.core.clustering.keras.cluster import cluster_scope
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/clustering/keras/cluster.py", line 22, in <module>
    from tensorflow_model_optimization.python.core.clustering.keras import cluster_wrapper
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/clustering/keras/cluster_wrapper.py", line 23, in <module>
    from tensorflow_model_optimization.python.core.clustering.keras import clustering_centroids
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/clustering/keras/clustering_centroids.py", line 22, in <module>
    from tensorflow_model_optimization.python.core.keras.compat import keras
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/keras/compat.py", line 41, in <module>
    keras = _get_keras_instance()
  File "    import_utils/keras3_import_test.runfiles/nuro/external/pypi__tensorflow_model_optimization_0_8_0/tensorflow_model_optimization/python/core/keras/compat.py", line 33, in _get_keras_instance
    version_fn = getattr(tf.keras, 'version', None)
  File "    import_utils/keras3_import_test.runfiles/nuro/external/org_tensorflow/tensorflow/python/util/lazy_loader.py", line 58, in __getattr__
    module = self._load()
  File "    import_utils/keras3_import_test.runfiles/nuro/external/org_tensorflow/tensorflow/python/util/lazy_loader.py", line 41, in _load
    module = importlib.import_module(self.__name__)
  File "external/local_config_python/lib/python3.10/importlib/__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
ModuleNotFoundError: No module named 'keras.api'
Lenguaje dominante
Python
Estrellas
1.6k
Forks
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