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Added weight_variable_glorot

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Stanislaw Adaszewski 4 年前
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共有 3 个文件被更改,包括 15 次插入0 次删除
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      .gitignore
  2. +0
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      decagon_pytorch/convolve.py
  3. +13
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      decagon_pytorch/weight.py

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.gitignore 查看文件

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__pycache__


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decagon_pytorch/convolve.py 查看文件


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decagon_pytorch/weight.py 查看文件

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import torch
import numpy as np
def weight_variable_glorot(input_dim, output_dim):
"""Create a weight variable with Glorot & Bengio (AISTATS 2010)
initialization.
"""
init_range = np.sqrt(6.0 / (input_dim + output_dim))
initial = -init_range + 2 * init_range * \
torch.rand(( input_dim, output_dim ), dtype=torch.float32)
initial = initial.requires_grad_(True)
return initial

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