diff options
Diffstat (limited to 'tensorflow/examples/tutorials/estimators/abalone.py')
-rw-r--r-- | tensorflow/examples/tutorials/estimators/abalone.py | 16 |
1 files changed, 13 insertions, 3 deletions
diff --git a/tensorflow/examples/tutorials/estimators/abalone.py b/tensorflow/examples/tutorials/estimators/abalone.py index 932ce8a8b2..3c0ea2e409 100644 --- a/tensorflow/examples/tutorials/estimators/abalone.py +++ b/tensorflow/examples/tutorials/estimators/abalone.py @@ -134,12 +134,22 @@ def main(unused_argv): # Instantiate Estimator nn = tf.contrib.learn.Estimator(model_fn=model_fn, params=model_params) - + + def get_train_inputs(): + x = tf.constant(training_set.data) + y = tf.constant(training_set.target) + return x, y + # Fit - nn.fit(x=training_set.data, y=training_set.target, steps=5000) + nn.fit(input_fn=get_train_inputs, steps=5000) # Score accuracy - ev = nn.evaluate(x=test_set.data, y=test_set.target, steps=1) + def get_test_inputs(): + x = tf.constant(test_set.data) + y = tf.constant(test_set.target) + return x, y + + ev = nn.evaluate(input_fn=get_test_inputs, steps=1) print("Loss: %s" % ev["loss"]) print("Root Mean Squared Error: %s" % ev["rmse"]) |