ValueError: The name "reshape" is used 2 times in the model. All layer names should be unique.

[q138ben]

Hi,

Running the code in terminal resulted in the following error. Do you happen to know what the problem is? Thanks.

(DeepTemporalClustering) e:\DeepTemporalClustering>python DeepTemporalClustering.py --heatmap true --n_clusters 2 --pool_size 8 Namespace(ae_weights=None, alpha=1.0, batch_size=64, cluster_init='kmeans', dataset='CBF', dist_metric='eucl', epochs=100, eval_epochs=1, final_heatmap_loss_weight=0.9, finetune_heatmap_at_epoch=8, gamma=1.0, heatmap=True, initial_heatmap_loss_weight=0.1, kernel_size=10, n_clusters=2, n_filters=50, n_units=[50, 1], patience=5, pool_size=8, pretrain_epochs=10, save_dir='results/tmp', save_epochs=10, strides=1, tol=0.001) 128 0 2021-01-31 18:22:27.823495: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN)to use the following CPU instructions in performance-critical operations: AVX AVX2 To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags. WARNING:tensorflow:AutoGraph could not transform <bound method TSClusteringLayer.call of <TSClusteringLayer.TSClusteringLayer object at 0x000001EAF288B9D0>> and will run it as-is. Please report this to the TensorFlow team. When filing the bug, set the verbosity to 10 (on Linux, export AUTOGRAPH_VERBOSITY=10) and attach the full output. Cause: module 'gast' has no attribute 'Index' To silence this warning, decorate the function with @tf.autograph.experimental.do_not_convert Traceback (most recent call last): File "DeepTemporalClustering.py", line 516, in dtc.initialize() File "DeepTemporalClustering.py", line 113, in initialize self.model = Model(inputs=self.autoencoder.input, File "E:\miniconda3_64\envs\DeepTemporalClustering\lib\site-packages\tensorflow\python\keras\engine\training.py", line 242, in new return functional.Functional(*args, kwargs) File "E:\miniconda3_64\envs\DeepTemporalClustering\lib\site-packages\tensorflow\python\training\tracking\base.py", line 457, in _method_wrapper result = method(self, *args, *kwargs) File "E:\miniconda3_64\envs\DeepTemporalClustering\lib\site-packages\tensorflow\python\keras\engine\functional.py", line 115, in init self._init_graph_network(inputs, outputs) File "E:\miniconda3_64\envs\DeepTemporalClustering\lib\site-packages\tensorflow\python\training\tracking\base.py", line 457, in _method_wrapper result = method(self, args, kwargs) File "E:\miniconda3_64\envs\DeepTemporalClustering\lib\site-packages\tensorflow\python\keras\engine\functional.py", line 190, in _init_graph_network nodes, nodes_bydepth, layers, = _map_graph_network( File "E:\miniconda3_64\envs\DeepTemporalClustering\lib\site-packages\tensorflow\python\keras\engine\functional.py", line 941, in _map_graph_network raise ValueError('The name "' + name + '" is used ' + ValueError: The name "reshape" is used 2 times in the model. All layer names should be unique.

[rbdm-qnt]

Getting the same error.

[nnbaokhang]

You have to change Reshape layer name, it works for me. See the attachment below.

[nnbaokhang]

@q138ben can you close this issue? Thanks