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zaccharieramzi avatar zaccharieramzi commented on September 26, 2024

This is dependent on tensorflow/io#745

from fastmri-reproducible-benchmark.

zaccharieramzi avatar zaccharieramzi commented on September 26, 2024

Actually, just re-tried with tf datasets using py_function and still using h5py, this results in a 1.5x acceleration compared to sequences for the pdnet training (see pdnet_af4_1568384763 vs pdnet_af8_1581355529). This also resolves #40 so will submit a PR solving both problems by replacing all sequences by datasets at least for training (will remove them from validation some time after).

from fastmri-reproducible-benchmark.

zaccharieramzi avatar zaccharieramzi commented on September 26, 2024

Partly adressed in #43 .
The validation should now use tf datasets as well to get rid completely of keras Sequences.

from fastmri-reproducible-benchmark.

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