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2 Commits

Author SHA1 Message Date
Jakub Zaręba
58422eee10 s 2023-05-10 22:03:19 +02:00
Jakub Zaręba
3ae029a0e6 s 2023-05-10 22:03:08 +02:00

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@ -57,7 +57,7 @@ def train_model(data_file, model_file, epochs, batch_size, test_size, random_sta
model.compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy'])
model.fit(X_train, y_train, epochs=epochs, batch_size=batch_size)
loss, accuracy = model.evaluate(X_test, y_test)
accuracy = model.evaluate(X_test, y_test)
print('Test accuracy:', accuracy)
model.save(model_file)
@ -69,3 +69,5 @@ def run_experiment():
accuracy = train_model()
ex.log_scalar('accuracy', accuracy)
ex.add_artifact('model.h5')
ex.run()