Track your TF model GPU memory consumption during training
Learn how to track your model GPU memory consumption during training using get_memory_info
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English Text to speech with TensorFlowTTS
Learn how to generate English speech from a text using TensorFlowTTS
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Improve read performance with TFRecordDataset
Learn how to speed up data processing with TFRecordDataset
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Read data into Tensorflow Dataset
How to use tf.data to read data from memory or disk
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Comparing Datasets with TFDV
How to compare datasets and spot potential issues?
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Neural Architecture Search in Tensorflow with Optuna
How to use an objective optimization library like Optuna to come up with an optimal Neural Network architecture?
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Create TFRecord for your data
How to efficiently store data for training?
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Colab tips
How to use Colab efficiently?
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Create TFRecord from a text dataset
How to deal with large text datasets?
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Create BERT vocabulary with Tokenizers
How to create a vocabulary file to use with TensorFlow Text BertTokenizer?
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Custom Training Loop
How to customize the training loop in TensorFlow? How to calulcate the gradients for each layer?
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Expose and parse CLI arguments
How to parse command line arguments passed by user to your TensorFlow application
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BERT Tokenization
How to create a BERT Tokenizer with TensorFlow Text and TensorFlow Hub
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TensorFlow Projector
Once we have embeddings and their metadata how could we visualize them?
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TF-IDF with TextVectorization
How to calculate the TF-IDF matrix of an input text with TensorFlow?
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How to use TextVectorization layer
How to preprocess text in TensorFlow using TextVectorization.
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Probability Distributions using TensorFlow
Which probability distributions should I know, How do I know which one to use and when to use them?
