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This pull request includes updates to the
brainstate/nn/_elementwise/_dropout.py
file to improve the handling of dropout probability and mask generation during the fitting process.Changes to dropout probability handling:
__init__
methods to allow a dropout probability of 1.0, changing the range from[0, 1)
to[0, 1]
. [1] [2]Changes to mask generation:
__call__
method to include a condition that checks if the dropout probability is less than 1.0 before generating the mask during the fitting phase.init_state
method to include a similar condition, ensuring the mask is generated only if the dropout probability is less than 1.0 during the fitting phase.