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ML
ffm-baseline
Commits
0146cf24
Commit
0146cf24
authored
Jan 18, 2019
by
张彦钊
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修改损失函数
parent
98fe2869
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train.py
tensnsorflow/train.py
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tensnsorflow/train.py
View file @
0146cf24
...
@@ -180,7 +180,8 @@ def model_fn(features, labels, mode, params):
...
@@ -180,7 +180,8 @@ def model_fn(features, labels, mode, params):
ctr_loss
=
tf
.
reduce_mean
(
tf
.
nn
.
sigmoid_cross_entropy_with_logits
(
logits
=
y_ctr
,
labels
=
y
))
ctr_loss
=
tf
.
reduce_mean
(
tf
.
nn
.
sigmoid_cross_entropy_with_logits
(
logits
=
y_ctr
,
labels
=
y
))
#cvr_loss = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=y_ctcvr, labels=z))
#cvr_loss = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=y_ctcvr, labels=z))
cvr_loss
=
tf
.
reduce_mean
(
tf
.
losses
.
log_loss
(
predictions
=
pctcvr
,
labels
=
z
))
cvr_loss
=
tf
.
reduce_mean
(
tf
.
losses
.
log_loss
(
predictions
=
pctcvr
,
labels
=
z
))
loss
=
ctr_task_wgt
*
ctr_loss
+
(
1
-
ctr_task_wgt
)
*
cvr_loss
+
l2_reg
*
tf
.
nn
.
l2_loss
(
Feat_Emb
)
# loss = ctr_task_wgt * ctr_loss + (1 -ctr_task_wgt) * cvr_loss + l2_reg * tf.nn.l2_loss(Feat_Emb)
loss
=
ctr_loss
tf
.
summary
.
scalar
(
'ctr_loss'
,
ctr_loss
)
tf
.
summary
.
scalar
(
'ctr_loss'
,
ctr_loss
)
tf
.
summary
.
scalar
(
'cvr_loss'
,
cvr_loss
)
tf
.
summary
.
scalar
(
'cvr_loss'
,
cvr_loss
)
...
...
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