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Shashank Suhas
seminar-breakout
Commits
d71184c4
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Commit
d71184c4
authored
Aug 31, 2019
by
Yuxin Wu
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fix #1312
parent
0a6dd4ae
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examples/basics/mnist-tflayers.py
examples/basics/mnist-tflayers.py
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examples/basics/mnist-tflayers.py
View file @
d71184c4
...
@@ -117,10 +117,10 @@ if __name__ == '__main__':
...
@@ -117,10 +117,10 @@ if __name__ == '__main__':
data
=
FeedInput
(
dataset_train
),
data
=
FeedInput
(
dataset_train
),
callbacks
=
[
callbacks
=
[
ModelSaver
(),
# save the model after every epoch
ModelSaver
(),
# save the model after every epoch
MaxSaver
(
'validation_accuracy'
),
# save the model with highest accuracy (prefix 'validation_')
InferenceRunner
(
# run inference(for validation) after every epoch
InferenceRunner
(
# run inference(for validation) after every epoch
dataset_test
,
# the DataFlow instance used for validation
dataset_test
,
# the DataFlow instance used for validation
ScalarStats
([
'cross_entropy_loss'
,
'accuracy'
])),
ScalarStats
([
'cross_entropy_loss'
,
'accuracy'
])),
MaxSaver
(
'validation_accuracy'
),
# save the model with highest accuracy (prefix 'validation_')
],
],
steps_per_epoch
=
steps_per_epoch
,
steps_per_epoch
=
steps_per_epoch
,
max_epoch
=
100
,
max_epoch
=
100
,
...
...
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