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initializers.rst 1.0 kB

4 years ago
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  1. API - Initializers
  2. =========================
  3. To make TensorLayer simple, TensorLayer only warps some basic initializers. For more advanced initializer,
  4. e.g. ``tf.initializers.he_normal``, please refer to TensorFlow provided initializers
  5. `here <https://www.tensorflow.org/versions/r2.0/api_docs/python/tf/initializers>`_.
  6. .. automodule:: tensorlayer.initializers
  7. .. autosummary::
  8. Initializer
  9. Zeros
  10. Ones
  11. Constant
  12. RandomUniform
  13. RandomNormal
  14. TruncatedNormal
  15. deconv2d_bilinear_upsampling_initializer
  16. Initializer
  17. ------------
  18. .. autoclass:: Initializer
  19. Zeros
  20. ------------
  21. .. autoclass:: Zeros
  22. Ones
  23. ------------
  24. .. autoclass:: Ones
  25. Constant
  26. -----------------
  27. .. autoclass:: Constant
  28. RandomUniform
  29. --------------
  30. .. autoclass:: RandomUniform
  31. RandomNormal
  32. ---------------------
  33. .. autoclass:: RandomNormal
  34. TruncatedNormal
  35. ---------------------
  36. .. autoclass:: TruncatedNormal
  37. deconv2d_bilinear_upsampling_initializer
  38. ------------------------------------------
  39. .. autofunction:: deconv2d_bilinear_upsampling_initializer

TensorLayer3.0 是一款兼容多种深度学习框架为计算后端的深度学习库。计划兼容TensorFlow, Pytorch, MindSpore, Paddle.