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adjust check_samples function #2358

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adjust check_samples function #2358

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3 changes: 1 addition & 2 deletions src/weathergen/datasets/multi_stream_data_sampler.py
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Original file line number Diff line number Diff line change
Expand Up @@ -149,7 +149,6 @@ def check_samples(self, fsm: int):
max_index = self.index_range.end - (
( # max time units needed to make a forecast
self.time_step * (fsm + self.output_offset) # translation due to forecasting
+ self.len_timedelta # length of forecasting window
)
// self.step_timedelta # as number of indexs
)
Expand All @@ -169,7 +168,7 @@ def check_samples(self, fsm: int):
samples_per_mini_epoch reduced to {available_samples} to avoid repeating data. \
Set repeat_data_in_mini_epoch to True if this is undesired."
)
self.samples_per_mini_epoch = max(available_samples - 1, 1)
self.samples_per_mini_epoch = max(available_samples, 1)
else:
logger.info("Sufficient available samples in the time range specified")
else:
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