runfile('/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/test_scope.py', wdir='/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF')
Extracting data/MNIST/train-images-idx3-ubyte.gz
Extracting data/MNIST/train-labels-idx1-ubyte.gz
Extracting data/MNIST/t10k-images-idx3-ubyte.gz
Extracting data/MNIST/t10k-labels-idx1-ubyte.gz
Traceback (most recent call last):

  File "<ipython-input-39-c67980ae57ec>", line 1, in <module>
    runfile('/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/test_scope.py', wdir='/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF')

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/spyder/utils/site/sitecustomize.py", line 710, in runfile
    execfile(filename, namespace)

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/spyder/utils/site/sitecustomize.py", line 101, in execfile
    exec(compile(f.read(), filename, 'exec'), namespace)

  File "/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/test_scope.py", line 106, in <module>
    use_pooling=True)

  File "/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/test_scope.py", line 58, in new_conv_layer
    weights = new_weights(shape=shape)

  File "/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/test_scope.py", line 43, in new_weights
    return tf.get_variable('W', shape=shape, initializer=tf.truncated_normal_initializer(stddev=0.05))

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 1317, in get_variable
    constraint=constraint)

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 1079, in get_variable
    constraint=constraint)

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 425, in get_variable
    constraint=constraint)

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 394, in _true_getter
    use_resource=use_resource, constraint=constraint)

  File "/Users/kevinjiang/anaconda3/lib/python3.6/site-packages/tensorflow/python/ops/variable_scope.py", line 733, in _get_single_variable
    name, "".join(traceback.format_list(tb))))

ValueError: Variable layer1_conv/conv/W already exists, disallowed. Did you mean to set reuse=True or reuse=tf.AUTO_REUSE in VarScope? Originally defined at:

  File "/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/1 - Linear Models.py", line 44, in new_weights
    return tf.get_variable('W', shape=shape, initializer=tf.truncated_normal_initializer(stddev=0.05))
  File "/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/1 - Linear Models.py", line 59, in new_conv_layer
    #        weights = new_weights(shape=shape)
  File "/Users/kevinjiang/Desktop/Recurse Center Projects/Learning TF/1 - Linear Models.py", line 151, in <module>
    filter_size=filter_size1,