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Any plans to support keras3?

Aperta
#1,119 5 commenti 6 reazioni 0 assegnatari Vedi su GitHub

Nessuno ha ancora preso questa issue.

Valutazione

Difficoltà
5/5
Tempo stimato
Più di una settimana
Idoneità per principianti
25/100
Tipo di issue
Funzionalità
Chiarezza
Da chiarire
Stato di attività
Ferma
Stack tecnologico
keras, python

Direzione di ricerca

Inizia riproducendo il problema in import_utils/keras3_import_test.py e traccia l’importazione attraverso quantization/quantize_layers/helper.py e tensorflow_model_optimization/python/core/keras/compat.py. Individua quali funzionalità di tfmot, inclusa la quantizzazione, necessitano del supporto per Keras 3; il lavoro è completato quando il test di importazione e le funzionalità pertinenti funzionano con Keras 3 senza il ModuleNotFoundError mostrato.

Scritto dal modello di indicizzazione a partire dal testo della issue.

Descrizione

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'

Lingua principale
Python
Stelle
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Fork
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Merge medio
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PR unite (30g)
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