Basic utilities for TPUs!
Project description
TPU Utils
TL;DR: Please stop cross-region traffic
At the very beginning of your launcher, please add this:
from tpu_utils import prevent_cross_region
...
def main(_):
prevent_cross_region(FLAGS.save_dir, FLAGS.data_dir, ...) # Anything that may be cross region
Installation:
pip install rail_tpu_utils
pip install git+https://github.com/dibyaghosh/tpu_utils.git
Also has:
tpu_utils.initialize_compilation_cache: Initializes JAX's compilation cache
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