python - 使用 tensorflow 时 GPU 同步失败

Question

我正在尝试运行这个简单的代码来测试 tensorflow

  from __future__ import print_function

    import tensorflow as tf

    a = tf.constant(2)
    b = tf.constant(3)


    with tf.Session() as sess:
        print("a=2, b=3")
        print("Addition with constants: %i" % sess.run(a+b))

但奇怪的是获取 GPU 同步失败错误。

回溯:

runfile('D:/tf_examples-master/untitled3.py', wdir='D:/tf_examples-master')
a=2, b=3
Traceback (most recent call last):

  File "<ipython-input-5-d4753a508b93>", line 1, in <module>
    runfile('D:/tf_examples-master/untitled3.py', wdir='D:/tf_examples-master')

  File "C:\ProgramData\Anaconda3\envs\env3-gpu\lib\site-packages\spyder\utils\site\sitecustomize.py", line 705, in runfile
    execfile(filename, namespace)

  File "C:\ProgramData\Anaconda3\envs\env3-gpu\lib\site-packages\spyder\utils\site\sitecustomize.py", line 102, in execfile
    exec(compile(f.read(), filename, 'exec'), namespace)

  File "D:/tf_examples-master/untitled3.py", line 15, in <module>
    print("Multiplication with constants: %i" % sess.run(a*b))

  File "C:\ProgramData\Anaconda3\envs\env3-gpu\lib\site-packages\tensorflow\python\client\session.py", line 900, in run
    run_metadata_ptr)

  File "C:\ProgramData\Anaconda3\envs\env3-gpu\lib\site-packages\tensorflow\python\client\session.py", line 1135, in _run
    feed_dict_tensor, options, run_metadata)

  File "C:\ProgramData\Anaconda3\envs\env3-gpu\lib\site-packages\tensorflow\python\client\session.py", line 1316, in _do_run
    run_metadata)

  File "C:\ProgramData\Anaconda3\envs\env3-gpu\lib\site-packages\tensorflow\python\client\session.py", line 1335, in _do_call
    raise type(e)(node_def, op, message)

InternalError: GPU sync failed

我们将不胜感激。

Answer 1

当我遇到此错误时 GPU 同步失败。重新启动我的笔记本/内核没有帮助。

我有另一个笔记本电脑/内核没有关闭并且正在使用我的 GPU，所以要解决这个问题，我所做的就是关闭另一个笔记本电脑，重新启动我当前的笔记本电脑，一切正常!