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Recently I bought a new Macbook Air M1 2020 and followed the instructions to install the tensorflow-macos and tensorflow-metal. Then I tried to work out the tensorflow NLP example https://www.tensorflow.org/text/tutorials/text_classification_rnn to create a model model = tf.keras.Sequential([     encoder,     tf.keras.layers.Embedding(         input_dim=len(encoder.get_vocabulary()),         output_dim=64,         # Use masking to handle the variable sequence lengths         mask_zero=True),     tf.keras.layers.Bidirectional(tf.keras.layers.LSTM(64)),     tf.keras.layers.Dense(64, activation='relu'),     tf.keras.layers.Dense(1) ]) but it failed to fit the on the first layer of the RNN Registered kernels: <no registered kernels> [[cond_41/then/_0/cond/CudnnRNNV3]] [[sequential/bidirectional/forward_gru/PartitionedCall]] [[gradient_tape/sequential/embedding/embedding_lookup/Reshape/_60]] (1) Invalid argument: No OpKernel was registered to support Op 'CudnnRNNV3' used by {{node cond_41/then/_0/cond/CudnnRNNV3}} with these attrs: [seed=0, dropout=0, T=DT_FLOAT, input_mode="linear_input", direction="unidirectional", rnn_mode="gru", seed2=0, is_training=true, num_proj=0, time_major=false] Registered devices: [CPU, GPU] Registered kernels: <no registered kernels> [[cond_41/then/_0/cond/CudnnRNNV3]] [[sequential/bidirectional/forward_gru/PartitionedCall]] 0 successful operations. 0 derived errors ignored. [Op:__inference_train_function_15394] The related tensorflow versions are as follows tensorflow-datasets==4.3.0 tensorflow-estimator==2.5.0 tensorflow-macos==2.5.0 tensorflow-metadata==1.1.0 tensorflow-metal==0.1.1 For further details, attached please find the full package requirements in the environment. requirements.txt