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Added weight_variable_glorot

pull/2/head
Stanislaw Adaszewski 1 year ago
parent
commit
add6670eb9
3 changed files with 15 additions and 0 deletions
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      .gitignore
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      decagon_pytorch/convolve.py
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      decagon_pytorch/weight.py

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.gitignore View File

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__pycache__


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decagon_pytorch/convolve.py View File


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decagon_pytorch/weight.py View File

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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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