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pytensor
Commits
596b7746
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596b7746
authored
10月 19, 2020
作者:
Brandon T. Willard
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Replace theano.tensor alias T with tt in theano.breakpoint
上级
62c6c1ea
隐藏空白字符变更
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正在显示
1 个修改的文件
包含
7 行增加
和
5 行删除
+7
-5
breakpoint.py
theano/breakpoint.py
+7
-5
没有找到文件。
theano/breakpoint.py
浏览文件 @
596b7746
import
numpy
as
np
import
numpy
as
np
import
theano
import
theano
import
theano.tensor
as
tt
from
theano.gof
import
Op
,
Apply
from
theano.gof
import
Op
,
Apply
from
theano.gradient
import
DisconnectedType
from
theano.gradient
import
DisconnectedType
...
@@ -35,11 +37,11 @@ class PdbBreakpoint(Op):
...
@@ -35,11 +37,11 @@ class PdbBreakpoint(Op):
.. code-block:: python
.. code-block:: python
import theano
import theano
import theano.tensor as
T
import theano.tensor as
tt
from theano.breakpoint import PdbBreakpoint
from theano.breakpoint import PdbBreakpoint
input =
T
.fvector()
input =
tt
.fvector()
target =
T
.fvector()
target =
tt
.fvector()
# Mean squared error between input and target
# Mean squared error between input and target
mse = (input - target) ** 2
mse = (input - target) ** 2
...
@@ -48,7 +50,7 @@ class PdbBreakpoint(Op):
...
@@ -48,7 +50,7 @@ class PdbBreakpoint(Op):
# than 100. The breakpoint will monitor the inputs, targets as well
# than 100. The breakpoint will monitor the inputs, targets as well
# as the individual error values
# as the individual error values
breakpointOp = PdbBreakpoint("MSE too high")
breakpointOp = PdbBreakpoint("MSE too high")
condition =
T
.gt(mse.sum(), 100)
condition =
tt
.gt(mse.sum(), 100)
mse, monitored_input, monitored_target = breakpointOp(condition, mse,
mse, monitored_input, monitored_target = breakpointOp(condition, mse,
input, target)
input, target)
...
@@ -71,7 +73,7 @@ class PdbBreakpoint(Op):
...
@@ -71,7 +73,7 @@ class PdbBreakpoint(Op):
# Ensure that condition is a theano tensor
# Ensure that condition is a theano tensor
if
not
isinstance
(
condition
,
theano
.
Variable
):
if
not
isinstance
(
condition
,
theano
.
Variable
):
condition
=
t
heano
.
tensor
.
as_tensor_variable
(
condition
)
condition
=
t
t
.
as_tensor_variable
(
condition
)
# Validate that the condition is a scalar (else it is not obvious how
# Validate that the condition is a scalar (else it is not obvious how
# is should be evaluated)
# is should be evaluated)
...
...
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