@ -181,12 +181,8 @@ def _predict_one_epoch(dataset: tf.data.Dataset,
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# go through the data set
|
# go through the data set
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counter = 0
|
counter = 0
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import gc
|
import gc
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from pympler import tracker
|
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|
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from tensorflow.python.eager import context
|
from tensorflow.python.eager import context
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|
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trs = tracker.SummaryTracker()
|
|
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|
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for inputs in dataset:
|
for inputs in dataset:
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decoded_predictions_batch = []
|
decoded_predictions_batch = []
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if use_dropout:
|
if use_dropout:
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@ -195,8 +191,6 @@ def _predict_one_epoch(dataset: tf.data.Dataset,
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decoded_predictions_batch.append(result)
|
decoded_predictions_batch.append(result)
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del result
|
del result
|
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else:
|
else:
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import pdb
|
|
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pdb.set_trace()
|
|
||||||
result = np.array(ssd(inputs))
|
result = np.array(ssd(inputs))
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decoded_predictions_batch.append(result)
|
decoded_predictions_batch.append(result)
|
||||||
del result
|
del result
|
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@ -214,14 +208,10 @@ def _predict_one_epoch(dataset: tf.data.Dataset,
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np.save(file, decoded_predictions_batch_np, allow_pickle=False, fix_imports=False)
|
np.save(file, decoded_predictions_batch_np, allow_pickle=False, fix_imports=False)
|
||||||
|
|
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counter += 1
|
counter += 1
|
||||||
|
|
||||||
trs.print_diff()
|
|
||||||
|
|
||||||
tf.set_random_seed(1)
|
tf.set_random_seed(1)
|
||||||
context.context()._clear_caches()
|
context.context()._clear_caches()
|
||||||
gc.collect()
|
gc.collect()
|
||||||
|
|
||||||
trs.print_diff()
|
|
||||||
|
|
||||||
epoch_end_time = time.time()
|
epoch_end_time = time.time()
|
||||||
per_epoch_time = epoch_end_time - epoch_start_time
|
per_epoch_time = epoch_end_time - epoch_start_time
|
||||||
|
|||||||
Reference in New Issue
Block a user