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Added weight_variable_glorot

pull/2/head
Stanislaw Adaszewski 4 anos atrás
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commit
add6670eb9
3 arquivos alterados com 15 adições e 0 exclusões
  1. +2
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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 Ver arquivo

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__pycache__


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decagon_pytorch/convolve.py Ver arquivo


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decagon_pytorch/weight.py Ver arquivo

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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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