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bmoore20 / habs

Detect Harmful Algal Blooms (HABs) in images of the Finger Lakes.
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Capture Seeds #18

Closed bmoore20 closed 3 years ago

bmoore20 commented 3 years ago

Need to capture seeds in log so we can keep track of seeds and refer back to seeds that produced good outcomes.

Read about the Lottery Ticket Hypothesis: https://arxiv.org/abs/1803.03635

bmoore20 commented 3 years ago

https://discuss.pytorch.org/t/how-to-set-the-same-random-seed-for-all-workers/92253/7

https://discuss.pytorch.org/t/does-pytorch-change-its-internal-seed-during-training/46505/6

https://www.programcreek.com/python/example/101148/torch.initial_seed

https://pytorch.org/docs/stable/generated/torch.initial_seed.html

https://pytorch.org/docs/stable/notes/randomness.html

https://stackoverflow.com/questions/55097671/how-to-save-and-load-random-number-generator-state-in-pytorch