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EternalFeather / Transformer-in-generating-dialogue

An Implementation of 'Attention is all you need' with Chinese Corpus
Apache License 2.0
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AttributeError: module 'tensorflow.contrib' has no attribute 'linalg' #5

Open SeekPoint opened 5 years ago

SeekPoint commented 5 years ago

ub16c9@ub16c9-gpu:/media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version$ python3.6 train.py WARNING: Logging before flag parsing goes to stderr. W0709 19:39:18.573528 139820381153024 init.py:308] Limited tf.compat.v2.summary API due to missing TensorBoard installation. W0709 19:39:19.670274 139820381153024 deprecation.py:323] From /media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version/data_loader.py:102: slice_input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by tf.data. Use tf.data.Dataset.from_tensor_slices(tuple(tensor_list)).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs). If shuffle=False, omit the .shuffle(...). W0709 19:39:19.674089 139820381153024 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/training/input.py:374: range_input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by tf.data. Use tf.data.Dataset.range(limit).shuffle(limit).repeat(num_epochs). If shuffle=False, omit the .shuffle(...). W0709 19:39:19.681664 139820381153024 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/training/input.py:320: input_producer (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by tf.data. Use tf.data.Dataset.from_tensor_slices(input_tensor).shuffle(tf.shape(input_tensor, out_type=tf.int64)[0]).repeat(num_epochs). If shuffle=False, omit the .shuffle(...). W0709 19:39:19.682528 139820381153024 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/training/input.py:190: limit_epochs (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by tf.data. Use tf.data.Dataset.from_tensors(tensor).repeat(num_epochs). W0709 19:39:19.683694 139820381153024 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/training/input.py:199: QueueRunner.init (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version. Instructions for updating: To construct input pipelines, use the tf.data module. W0709 19:39:19.684487 139820381153024 deprecation.py:323] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/training/input.py:199: add_queue_runner (from tensorflow.python.training.queue_runner_impl) is deprecated and will be removed in a future version. Instructions for updating: To construct input pipelines, use the tf.data module. W0709 19:39:19.689042 139820381153024 deprecation.py:323] From /media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version/data_loader.py:110: shuffle_batch (from tensorflow.python.training.input) is deprecated and will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by tf.data. Use tf.data.Dataset.shuffle(min_after_dequeue).batch(batch_size). W0709 19:39:19.708497 139820381153024 deprecation_wrapper.py:119] From train.py:28: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead.

W0709 19:39:19.708798 139820381153024 deprecation_wrapper.py:119] From /media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version/modules.py:110: The name tf.get_variable is deprecated. Please use tf.compat.v1.get_variable instead.

W0709 19:39:20.456506 139820381153024 lazy_loader.py:50] The TensorFlow contrib module will not be included in TensorFlow 2.0. For more information, please see:

W0709 19:39:20.482045 139820381153024 deprecation.py:323] From train.py:47: dropout (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.dropout instead. W0709 19:39:20.527111 139820381153024 deprecation.py:323] From /media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version/modules.py:159: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.dense instead. W0709 19:39:20.528612 139820381153024 deprecation.py:506] From /usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.init (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version. Instructions for updating: Call initializer instance with the dtype argument instead of passing it to the constructor W0709 19:39:20.767735 139820381153024 deprecation.py:323] From /media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version/modules.py:190: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where Traceback (most recent call last): File "train.py", line 136, in g = Graph(True) File "train.py", line 95, in init scope = "self_attention") File "/media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version/modules.py", line 200, in multihead_attention tril = tf.contrib.linalg.LinearOperatorTriL(diag_vals).to_dense() AttributeError: module 'tensorflow.contrib' has no attribute 'linalg' ub16c9@ub16c9-gpu:/media/ub16c9/fcd84300-9270-4bbd-896a-5e04e79203b7/ub16_prj/Transformer-in-generating-dialogue/old_version$

EternalFeather commented 5 years ago

Following the official description of the tensorflow , the “linalg” package of tf1.12 version has been moved to tf.linalg.XXX

Ailing-Zou commented 4 years ago

If I change this row into 'tf.linalg.LinearOperatorTriL(diag_vals).to_dense()' another error will report: module 'tensorflow._api.v1.linalg' has no attribute 'LinearOperatorTriL' tensorflow 1.14.0

Ailing-Zou commented 4 years ago

After I search on google, I get the answer