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Add a tracking of global loss in each epoch #119

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Add a tracking of global loss in each epoch #119

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5ac26b3
add global_loss
feiwofeifeixiaowo Nov 22, 2021
82ede0a
Delete glove_cython.c
feiwofeifeixiaowo Nov 22, 2021
b8f22a5
generate new cython file
feiwofeifeixiaowo Nov 22, 2021
6b9f0e1
add requirements.txt
feiwofeifeixiaowo Nov 22, 2021
a20e82d
Update glove.py
feiwofeifeixiaowo Feb 19, 2022
fc50946
Update readme.md
feiwofeifeixiaowo Feb 19, 2022
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7 changes: 3 additions & 4 deletions glove/glove.py
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Original file line number Diff line number Diff line change
Expand Up @@ -110,13 +110,10 @@ def fit(self, matrix, epochs=5, no_threads=2, verbose=False):

for epoch in range(epochs):

if verbose:
print('Epoch %s' % epoch)

# Shuffle the coocurrence matrix
random_state.shuffle(shuffle_indices)

fit_vectors(self.word_vectors,
global_loss = fit_vectors(self.word_vectors,
self.vectors_sum_gradients,
self.word_biases,
self.biases_sum_gradients,
Expand All @@ -129,6 +126,8 @@ def fit(self, matrix, epochs=5, no_threads=2, verbose=False):
self.alpha,
self.max_loss,
int(no_threads))
if verbose:
print('Epoch %s, global loss %s' % (epoch, global_loss))

if not np.isfinite(self.word_vectors).all():
raise Exception('Non-finite values in word vectors. '
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