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… are in the record itself, this cuts down on the number of small files that have to be read. I used Apache Beam to carry out this transformation — you can find a script to read JPEGs and write out TF Records in …
The first of these is to avoid parsing and data wrangling in the input function to the Estimator. Instead, transform the data beforehand into TF Records. TF …
The tf.contrib.tpu package in TensorFlow provides wrapper classes to help you write the code in such a way that you can run the code on CPU, GPUs, and Cloud TPUs. Le…