Benchmark: loading times keras.utils.sequence vs tf.datasets

frankkramer-lab / aucmedi

a framework for Automated Classification of Medical Images

https://frankkramer-lab.github.io/aucmedi/

GNU General Public License v3.0

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Closed muellerdo closed 1 year ago

muellerdo commented 1 year ago

Do some loading benchmarks to check CPU performance and bottlenecks

muellerdo commented 1 year ago

keras.Sequences and tf.datasets are equally fast with 1 worker. tf.datastes are faster with multi-processing and prefetching.