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21_22-J 38
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21_22-J 38
21_22-J 38
Commits
6f13bc17
Commit
6f13bc17
authored
Jan 24, 2022
by
W.D.R.P. Sandeepa
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a2a45bbd
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backend/IT18218640/train.py
backend/IT18218640/train.py
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backend/IT18218640/train.py
View file @
6f13bc17
...
@@ -112,11 +112,11 @@ def main():
...
@@ -112,11 +112,11 @@ def main():
history
=
model
.
fit
(
X_train
,
y_train
,
epochs
=
EPOCHS
,
batch_size
=
BATCH_SIZE
,
validation_data
=
(
X_validation
,
y_validation
),
callbacks
=
[
checkpoint
])
history
=
model
.
fit
(
X_train
,
y_train
,
epochs
=
EPOCHS
,
batch_size
=
BATCH_SIZE
,
validation_data
=
(
X_validation
,
y_validation
),
callbacks
=
[
checkpoint
])
# evaluate the model
# evaluate the model
test_error
,
test_accuracy
=
model
.
evaluate
(
X_test
,
y_test
)
#
test_error, test_accuracy = model.evaluate(X_test, y_test)
print
(
f
"Test error: {test_error}, test accuracy: {test_accuracy}"
)
#
print(f"Test error: {test_error}, test accuracy: {test_accuracy}")
# save the model
# save the model
#
model.save(SAVE_MODEL_PATH)
model
.
save
(
SAVE_MODEL_PATH
)
show_graph
(
history
)
show_graph
(
history
)
...
...
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