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我使用tensorflow編寫了簡單的代碼。我認爲下面的代碼應該工作。這段代碼的目標很簡單。只是計算簡單的加法。如何使tensorflow佔位符正常工作
import tensorflow as tf
import numpy as np
data = np.array([[35.0, 40.0, 45.0]]).astype(np.float32)
print np.shape(data)
x = tf.placeholder(tf.float32, [1, 3], name='x')
y = tf.Variable(x + 5, name='y')
model = tf.initialize_all_variables()
with tf.Session() as sess:
sess.run(model)
result = sess.run(y, feed_dict={x: data})
print result
但是,翻譯者說這樣的話;
Traceback (most recent call last):
File "basic_compare.py", line 12, in <module>
sess.run(model)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 717, in run
run_metadata_ptr)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 915, in _run
feed_dict_string, options, run_metadata)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 965, in _do_run
target_list, options, run_metadata)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 985, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors.InvalidArgumentError: You must feed a value for placeholder tensor 'x' with dtype float and shape [1,3]
[[Node: x = Placeholder[dtype=DT_FLOAT, shape=[1,3], _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
Caused by op u'x', defined at:
File "basic_compare.py", line 6, in <module>
x = tf.placeholder(tf.float32, [1, 3], name='x')
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/array_ops.py", line 1332, in placeholder
name=name)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/ops/gen_array_ops.py", line 1748, in _placeholder
name=name)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/op_def_library.py", line 749, in apply_op
op_def=op_def)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 2380, in create_op
original_op=self._default_original_op, op_def=op_def)
File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/framework/ops.py", line 1298, in __init__
self._traceback = _extract_stack()
InvalidArgumentError (see above for traceback): You must feed a value for placeholder tensor 'x' with dtype float and shape [1,3]
[[Node: x = Placeholder[dtype=DT_FLOAT, shape=[1,3], _device="/job:localhost/replica:0/task:0/gpu:0"]()]]
我剛剛複製了對錯誤至關重要的部分。我爲這個簡單的代碼花了很多時間,但我沒有看到任何問題。任何提示將不勝感激。
您還沒有複製過的其他錯誤:導致錯誤的腳本中的行。它不是'sess.run(y ...'行,而是initislization行 - 'sess.run(model)'。你試圖用'未饋入'x'初始化'y'。可能的解決方案是使'y'變成op而不是變量:'y = tf.sum(x,5.0,name ='y')' –