[英]How to convert tensor to numpy array the result of matmul
我想將 fc1 張量轉換為 numpy 數組。 如何獲得?
fc1 = tf.reshape(conv1, [-1, weights['wd1'].get_shape().as_list()[0]])
fc1 = tf.matmul(fc1, weights['wd1'])
Session.run 或 eval 返回的任何張量都是一個 NumPy 數組。 所以張量到 numpy 數組你可以簡單地在轉換后的張量上運行 .eval() 。
IE:
sess = tf.Session()
fc1.eval(session=sess)
它導致這個錯誤
fc1 = tf.reshape(conv1, [-1, weights['wd1'].get_shape().as_list()[0]])
fc1 = tf.matmul(fc1, weights['wd1'])
sess = tf.Session()
fc1.eval(session=sess)
Traceback (most recent call last):
File "C:/Users/ybrot/OneDrive/바탕 화면/QCNN/QCNN.py", line 150, in <module>
logits = conv_net(X, weights, keep_prob)
File "C:/Users/ybrot/OneDrive/바탕 화면/QCNN/QCNN.py", line 114, in conv_net
fc1.eval(session=sess)
File "C:\Users\ybrot\Anaconda3\lib\site-packages\tensorflow\python\framework\ops.py", line 731, in eval
return _eval_using_default_session(self, feed_dict, self.graph, session)
File "C:\Users\ybrot\Anaconda3\lib\site-packages\tensorflow\python\framework\ops.py", line 5579, in _eval_using_default_session
return session.run(tensors, feed_dict)
File "C:\Users\ybrot\Anaconda3\lib\site-packages\tensorflow\python\client\session.py", line 950, in run
run_metadata_ptr)
File "C:\Users\ybrot\Anaconda3\lib\site-packages\tensorflow\python\client\session.py", line 1173, in _run
feed_dict_tensor, options, run_metadata)
File "C:\Users\ybrot\Anaconda3\lib\site-packages\tensorflow\python\client\session.py", line 1350, in _do_run
run_metadata)
File "C:\Users\ybrot\Anaconda3\lib\site-packages\tensorflow\python\client\session.py", line 1370, in _do_call
raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: 2 root error(s) found.
(0) Invalid argument: You must feed a value for placeholder tensor 'Placeholder' with dtype float and shape [?,256]
[[node Placeholder (defined at /Users/ybrot/OneDrive/바탕 화면/QCNN/QCNN.py:54) ]]
[[MatMul/_1]]
(1) Invalid argument: You must feed a value for placeholder tensor 'Placeholder' with dtype float and shape [?,256]
[[node Placeholder (defined at /Users/ybrot/OneDrive/바탕 화면/QCNN/QCNN.py:54) ]]
0 successful operations.
0 derived errors ignored.
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