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Providing context helps us come up with a solution that is most useful in the real world.
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## Your Environment
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+
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+- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
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+- TensorFlow installed from (source or binary):
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+- TensorFlow version (use command below):
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+```
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+python -c "import tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)"
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+- Python version:
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+- CUDA/cuDNN version:
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+- GPU model and memory:
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Include as many relevant details about the environment with which you experienced the bug.
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