Tensorflow-cheatSheet

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卷积padding参数

参考stackoverflow上的问答，输入向量长13，卷积核长6，步长5，以此为例：

  • "VALID" = without padding:

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    inputs:         1  2  3  4  5  6  7  8  9  10 11 (12 13)
                   |________________|                dropped
                                  |_________________|

  • "SAME" = with zero padding:

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                pad|                                      |pad
    inputs:      0 |1  2  3  4  5  6  7  8  9  10 11 12 13|0  0
                |________________|
                               |_________________|
                                              |________________|

安装TF旧版本

用pip安装Python2.7 TF0.11，参考stackoverflow回答

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# Ubuntu/Linux 64-bit, CPU only, Python 2.7
export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0-cp27-none-linux_x86_64.whl
# GPU版本
# export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/linux/gpu/tensorflow-0.11.0-cp27-none-linux_x86_64.whl
pip install --ignore-installed --upgrade $TF_BINARY_URL