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5beed1ec
编写于
11月 25, 2019
作者:
B
baiyfbupt
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电子邮件补丁
差异文件
make loss function program arg dispensableOC
上级
0073f078
变更
1
隐藏空白更改
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1 changed file
with
5 addition
and
4 deletion
+5
-4
paddleslim/dist/single_distiller.py
paddleslim/dist/single_distiller.py
+5
-4
未找到文件。
paddleslim/dist/single_distiller.py
浏览文件 @
5beed1ec
...
@@ -95,7 +95,7 @@ def merge(teacher_program,
...
@@ -95,7 +95,7 @@ def merge(teacher_program,
def
fsp_loss
(
teacher_var1_name
,
teacher_var2_name
,
student_var1_name
,
def
fsp_loss
(
teacher_var1_name
,
teacher_var2_name
,
student_var1_name
,
student_var2_name
,
program
):
student_var2_name
,
program
=
fluid
.
default_main_program
()
):
"""
"""
Combine variables from student model and teacher model by fsp-loss.
Combine variables from student model and teacher model by fsp-loss.
Args:
Args:
...
@@ -121,7 +121,8 @@ def fsp_loss(teacher_var1_name, teacher_var2_name, student_var1_name,
...
@@ -121,7 +121,8 @@ def fsp_loss(teacher_var1_name, teacher_var2_name, student_var1_name,
return
fsp_loss
return
fsp_loss
def
l2_loss
(
teacher_var_name
,
student_var_name
,
program
):
def
l2_loss
(
teacher_var_name
,
student_var_name
,
program
=
fluid
.
default_main_program
()):
"""
"""
Combine variables from student model and teacher model by l2-loss.
Combine variables from student model and teacher model by l2-loss.
Args:
Args:
...
@@ -139,7 +140,7 @@ def l2_loss(teacher_var_name, student_var_name, program):
...
@@ -139,7 +140,7 @@ def l2_loss(teacher_var_name, student_var_name, program):
def
soft_label_loss
(
teacher_var_name
,
def
soft_label_loss
(
teacher_var_name
,
student_var_name
,
student_var_name
,
program
,
program
=
fluid
.
default_main_program
()
,
teacher_temperature
=
1.
,
teacher_temperature
=
1.
,
student_temperature
=
1.
):
student_temperature
=
1.
):
"""
"""
...
@@ -165,7 +166,7 @@ def soft_label_loss(teacher_var_name,
...
@@ -165,7 +166,7 @@ def soft_label_loss(teacher_var_name,
return
soft_label_loss
return
soft_label_loss
def
loss
(
program
,
loss_func
,
**
kwargs
):
def
loss
(
loss_func
,
program
=
fluid
.
default_main_program
()
,
**
kwargs
):
"""
"""
Combine variables from student model and teacher model by self defined loss.
Combine variables from student model and teacher model by self defined loss.
Args:
Args:
...
...
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