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testgroup
pytensor
Commits
995b6cbc
提交
995b6cbc
authored
1月 22, 2026
作者:
ricardoV94
提交者:
Ricardo Vieira
1月 23, 2026
浏览文件
操作
浏览文件
下载
电子邮件补丁
差异文件
Rename n_untraced_sit_sot_outs
上级
207b0c6e
显示空白字符变更
内嵌
并排
正在显示
7 个修改的文件
包含
75 行增加
和
83 行删除
+75
-83
basic.py
pytensor/scan/basic.py
+9
-11
op.py
pytensor/scan/op.py
+41
-43
rewriting.py
pytensor/scan/rewriting.py
+5
-7
utils.py
pytensor/scan/utils.py
+16
-18
test_scan.py
tests/link/jax/test_scan.py
+1
-1
test_scan.py
tests/link/numba/test_scan.py
+1
-1
test_basic.py
tests/scan/test_basic.py
+2
-2
没有找到文件。
pytensor/scan/basic.py
浏览文件 @
995b6cbc
...
@@ -695,7 +695,7 @@ def scan(
...
@@ -695,7 +695,7 @@ def scan(
sit_sot_inner_outputs
=
[]
sit_sot_inner_outputs
=
[]
sit_sot_rightOrder
=
[]
sit_sot_rightOrder
=
[]
n_untraced_sit_sot
_outs
=
0
n_untraced_sit_sot
=
0
untraced_sit_sot_scan_inputs
=
[]
untraced_sit_sot_scan_inputs
=
[]
untraced_sit_sot_inner_inputs
=
[]
untraced_sit_sot_inner_inputs
=
[]
untraced_sit_sot_inner_outputs
=
[]
untraced_sit_sot_inner_outputs
=
[]
...
@@ -763,7 +763,7 @@ def scan(
...
@@ -763,7 +763,7 @@ def scan(
)
)
untraced_sit_sot_scan_inputs
.
append
(
actual_arg
)
untraced_sit_sot_scan_inputs
.
append
(
actual_arg
)
untraced_sit_sot_inner_inputs
.
append
(
arg
)
untraced_sit_sot_inner_inputs
.
append
(
arg
)
n_untraced_sit_sot
_outs
+=
1
n_untraced_sit_sot
+=
1
untraced_sit_sot_rightOrder
.
append
(
i
)
untraced_sit_sot_rightOrder
.
append
(
i
)
elif
init_out
.
get
(
"taps"
,
None
):
elif
init_out
.
get
(
"taps"
,
None
):
...
@@ -839,7 +839,7 @@ def scan(
...
@@ -839,7 +839,7 @@ def scan(
else
:
else
:
_ordered_args
[
sit_sot_rightOrder
[
idx
]]
=
[
sit_sot_inner_inputs
[
idx
]]
_ordered_args
[
sit_sot_rightOrder
[
idx
]]
=
[
sit_sot_inner_inputs
[
idx
]]
for
idx
in
range
(
n_untraced_sit_sot
_outs
):
for
idx
in
range
(
n_untraced_sit_sot
):
_ordered_args
[
untraced_sit_sot_rightOrder
[
idx
]]
=
[
_ordered_args
[
untraced_sit_sot_rightOrder
[
idx
]]
=
[
untraced_sit_sot_inner_inputs
[
idx
]
untraced_sit_sot_inner_inputs
[
idx
]
]
]
...
@@ -1026,7 +1026,7 @@ def scan(
...
@@ -1026,7 +1026,7 @@ def scan(
untraced_sit_sot_inner_inputs
.
append
(
new_var
)
untraced_sit_sot_inner_inputs
.
append
(
new_var
)
untraced_sit_sot_scan_inputs
.
append
(
input
.
variable
)
untraced_sit_sot_scan_inputs
.
append
(
input
.
variable
)
untraced_sit_sot_inner_outputs
.
append
(
input
.
update
)
untraced_sit_sot_inner_outputs
.
append
(
input
.
update
)
n_untraced_sit_sot
_outs
+=
1
n_untraced_sit_sot
+=
1
else
:
else
:
no_update_shared_inputs
.
append
(
input
)
no_update_shared_inputs
.
append
(
input
)
...
@@ -1121,7 +1121,7 @@ def scan(
...
@@ -1121,7 +1121,7 @@ def scan(
mit_mot_out_slices
=
tuple
(
tuple
(
v
)
for
v
in
mit_mot_out_slices
),
mit_mot_out_slices
=
tuple
(
tuple
(
v
)
for
v
in
mit_mot_out_slices
),
mit_sot_in_slices
=
tuple
(
tuple
(
v
)
for
v
in
mit_sot_tap_array
),
mit_sot_in_slices
=
tuple
(
tuple
(
v
)
for
v
in
mit_sot_tap_array
),
sit_sot_in_slices
=
tuple
((
-
1
,)
for
x
in
range
(
n_sit_sot
)),
sit_sot_in_slices
=
tuple
((
-
1
,)
for
x
in
range
(
n_sit_sot
)),
n_untraced_sit_sot
_outs
=
n_untraced_sit_sot_outs
,
n_untraced_sit_sot
=
n_untraced_sit_sot
,
n_nit_sot
=
n_nit_sot
,
n_nit_sot
=
n_nit_sot
,
n_non_seqs
=
len
(
other_shared_inner_args
)
+
len
(
other_inner_args
),
n_non_seqs
=
len
(
other_shared_inner_args
)
+
len
(
other_inner_args
),
as_while
=
as_while
,
as_while
=
as_while
,
...
@@ -1195,14 +1195,12 @@ def scan(
...
@@ -1195,14 +1195,12 @@ def scan(
offset
+=
n_nit_sot
offset
+=
n_nit_sot
# Legacy support for explicit untraced sit_sot and those built with update dictionary
# Legacy support for explicit untraced sit_sot and those built with update dictionary
# Switch to n_untraced_sit_sot_outs after deprecation period
# Switch to n_untraced_sit_sot after deprecation period
n_explicit_untraced_sit_sot_outs
=
len
(
untraced_sit_sot_rightOrder
)
n_explicit_untraced_sit_sot
=
len
(
untraced_sit_sot_rightOrder
)
untraced_sit_sot_outs
=
scan_outs
[
untraced_sit_sot_outs
=
scan_outs
[
offset
:
offset
+
n_explicit_untraced_sit_sot
]
offset
:
offset
+
n_explicit_untraced_sit_sot_outs
]
# Legacy support: map shared outputs to their updates
# Legacy support: map shared outputs to their updates
offset
+=
n_explicit_untraced_sit_sot
_outs
offset
+=
n_explicit_untraced_sit_sot
for
idx
,
update_rule
in
enumerate
(
scan_outs
[
offset
:]):
for
idx
,
update_rule
in
enumerate
(
scan_outs
[
offset
:]):
update_map
[
untraced_sit_sot_scan_inputs
[
idx
]]
=
update_rule
update_map
[
untraced_sit_sot_scan_inputs
[
idx
]]
=
update_rule
...
...
pytensor/scan/op.py
浏览文件 @
995b6cbc
...
@@ -217,18 +217,18 @@ class ScanInfo:
...
@@ -217,18 +217,18 @@ class ScanInfo:
mit_sot_in_slices
:
tuple
mit_sot_in_slices
:
tuple
sit_sot_in_slices
:
tuple
sit_sot_in_slices
:
tuple
n_nit_sot
:
int
n_nit_sot
:
int
n_untraced_sit_sot
_outs
:
int
n_untraced_sit_sot
:
int
n_non_seqs
:
int
n_non_seqs
:
int
as_while
:
bool
as_while
:
bool
@property
@property
def
n_shared_outs
(
self
):
def
n_shared_outs
(
self
):
warnings
.
warn
(
warnings
.
warn
(
"The 'n_shared_outs' property is deprecated. Use 'n_untraced_sit_sot
_outs
' instead."
,
"The 'n_shared_outs' property is deprecated. Use 'n_untraced_sit_sot' instead."
,
DeprecationWarning
,
DeprecationWarning
,
stacklevel
=
2
,
stacklevel
=
2
,
)
)
return
self
.
n_untraced_sit_sot
_outs
return
self
.
n_untraced_sit_sot
@property
@property
def
n_mit_mot
(
self
):
def
n_mit_mot
(
self
):
...
@@ -257,7 +257,7 @@ class ScanInfo:
...
@@ -257,7 +257,7 @@ class ScanInfo:
+
sum
(
len
(
x
)
for
x
in
self
.
mit_mot_in_slices
)
+
sum
(
len
(
x
)
for
x
in
self
.
mit_mot_in_slices
)
+
sum
(
len
(
x
)
for
x
in
self
.
mit_sot_in_slices
)
+
sum
(
len
(
x
)
for
x
in
self
.
mit_sot_in_slices
)
+
self
.
n_sit_sot
+
self
.
n_sit_sot
+
self
.
n_untraced_sit_sot
_outs
+
self
.
n_untraced_sit_sot
+
self
.
n_non_seqs
+
self
.
n_non_seqs
)
)
...
@@ -268,7 +268,7 @@ class ScanInfo:
...
@@ -268,7 +268,7 @@ class ScanInfo:
+
self
.
n_mit_sot
+
self
.
n_mit_sot
+
self
.
n_sit_sot
+
self
.
n_sit_sot
+
self
.
n_nit_sot
+
self
.
n_nit_sot
+
self
.
n_untraced_sit_sot
_outs
+
self
.
n_untraced_sit_sot
+
int
(
self
.
as_while
)
+
int
(
self
.
as_while
)
)
)
...
@@ -281,7 +281,7 @@ class ScanInfo:
...
@@ -281,7 +281,7 @@ class ScanInfo:
+
self
.
n_mit_sot
+
self
.
n_mit_sot
+
self
.
n_sit_sot
+
self
.
n_sit_sot
+
self
.
n_nit_sot
+
self
.
n_nit_sot
+
self
.
n_untraced_sit_sot
_outs
+
self
.
n_untraced_sit_sot
+
self
.
n_non_seqs
+
self
.
n_non_seqs
)
)
...
@@ -292,7 +292,7 @@ class ScanInfo:
...
@@ -292,7 +292,7 @@ class ScanInfo:
+
self
.
n_mit_sot
+
self
.
n_mit_sot
+
self
.
n_sit_sot
+
self
.
n_sit_sot
+
self
.
n_nit_sot
+
self
.
n_nit_sot
+
self
.
n_untraced_sit_sot
_outs
+
self
.
n_untraced_sit_sot
)
)
@property
@property
...
@@ -419,7 +419,7 @@ class ScanMethodsMixin:
...
@@ -419,7 +419,7 @@ class ScanMethodsMixin:
+
self
.
info
.
n_mit_mot
+
self
.
info
.
n_mit_mot
+
self
.
info
.
n_mit_sot
+
self
.
info
.
n_mit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_untraced_sit_sot
_outs
+
self
.
info
.
n_untraced_sit_sot
)
)
return
list_inputs
[
offset
:
offset
+
self
.
info
.
n_nit_sot
]
return
list_inputs
[
offset
:
offset
+
self
.
info
.
n_nit_sot
]
...
@@ -438,7 +438,7 @@ class ScanMethodsMixin:
...
@@ -438,7 +438,7 @@ class ScanMethodsMixin:
for
x
in
chain
(
self
.
info
.
mit_mot_in_slices
,
self
.
info
.
mit_sot_in_slices
)
for
x
in
chain
(
self
.
info
.
mit_mot_in_slices
,
self
.
info
.
mit_sot_in_slices
)
)
)
offset
=
self
.
info
.
n_seqs
+
n_taps_upto_sit_sot
+
self
.
info
.
n_sit_sot
offset
=
self
.
info
.
n_seqs
+
n_taps_upto_sit_sot
+
self
.
info
.
n_sit_sot
return
list_inputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
_outs
]
return
list_inputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
]
def
inner_shared
(
self
,
list_inputs
):
def
inner_shared
(
self
,
list_inputs
):
warnings
.
warn
(
warnings
.
warn
(
...
@@ -456,7 +456,7 @@ class ScanMethodsMixin:
...
@@ -456,7 +456,7 @@ class ScanMethodsMixin:
+
self
.
info
.
n_mit_sot
+
self
.
info
.
n_mit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_sit_sot
)
)
return
list_inputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
_outs
]
return
list_inputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
]
def
outer_shared
(
self
,
list_inputs
):
def
outer_shared
(
self
,
list_inputs
):
warnings
.
warn
(
warnings
.
warn
(
...
@@ -471,7 +471,7 @@ class ScanMethodsMixin:
...
@@ -471,7 +471,7 @@ class ScanMethodsMixin:
offset
=
(
offset
=
(
self
.
info
.
n_mit_sot
+
n_taps
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_nit_sot
self
.
info
.
n_mit_sot
+
n_taps
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_nit_sot
)
)
return
list_outputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
_outs
]
return
list_outputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
]
def
inner_shared_outs
(
self
,
list_outputs
):
def
inner_shared_outs
(
self
,
list_outputs
):
warnings
.
warn
(
warnings
.
warn
(
...
@@ -488,7 +488,7 @@ class ScanMethodsMixin:
...
@@ -488,7 +488,7 @@ class ScanMethodsMixin:
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_nit_sot
+
self
.
info
.
n_nit_sot
)
)
return
list_outputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
_outs
]
return
list_outputs
[
offset
:
offset
+
self
.
info
.
n_untraced_sit_sot
]
def
outer_shared_outs
(
self
,
list_outputs
):
def
outer_shared_outs
(
self
,
list_outputs
):
warnings
.
warn
(
warnings
.
warn
(
...
@@ -507,7 +507,7 @@ class ScanMethodsMixin:
...
@@ -507,7 +507,7 @@ class ScanMethodsMixin:
self
.
info
.
n_seqs
self
.
info
.
n_seqs
+
n_taps_upto_sit_sot
+
n_taps_upto_sit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_untraced_sit_sot
_outs
+
self
.
info
.
n_untraced_sit_sot
)
)
return
list_inputs
[
offset
:]
return
list_inputs
[
offset
:]
...
@@ -519,7 +519,7 @@ class ScanMethodsMixin:
...
@@ -519,7 +519,7 @@ class ScanMethodsMixin:
+
self
.
info
.
n_mit_sot
+
self
.
info
.
n_mit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_sit_sot
+
self
.
info
.
n_nit_sot
+
self
.
info
.
n_nit_sot
+
self
.
info
.
n_untraced_sit_sot
_outs
+
self
.
info
.
n_untraced_sit_sot
)
)
return
list_inputs
[
offset
:]
return
list_inputs
[
offset
:]
...
@@ -596,7 +596,7 @@ class ScanMethodsMixin:
...
@@ -596,7 +596,7 @@ class ScanMethodsMixin:
# This is needed because, for outer inputs (and for outer inputs only)
# This is needed because, for outer inputs (and for outer inputs only)
# nitsots come *after* untraced_sitsot variables.
# nitsots come *after* untraced_sitsot variables.
outer_iidx
+=
self
.
info
.
n_untraced_sit_sot
_outs
outer_iidx
+=
self
.
info
.
n_untraced_sit_sot
# Handle nitsots variables
# Handle nitsots variables
for
i
in
range
(
self
.
info
.
n_nit_sot
):
for
i
in
range
(
self
.
info
.
n_nit_sot
):
...
@@ -612,10 +612,10 @@ class ScanMethodsMixin:
...
@@ -612,10 +612,10 @@ class ScanMethodsMixin:
# This is needed because, for outer inputs (and for outer inputs only)
# This is needed because, for outer inputs (and for outer inputs only)
# nitsots come *after* untraced_sit_sot variables.
# nitsots come *after* untraced_sit_sot variables.
outer_iidx
-=
self
.
info
.
n_untraced_sit_sot
_outs
+
self
.
info
.
n_nit_sot
outer_iidx
-=
self
.
info
.
n_untraced_sit_sot
+
self
.
info
.
n_nit_sot
# Handle untraced_sitsot states
# Handle untraced_sitsot states
for
i
in
range
(
self
.
info
.
n_untraced_sit_sot
_outs
):
for
i
in
range
(
self
.
info
.
n_untraced_sit_sot
):
outer_input_indices
.
append
(
outer_iidx
)
outer_input_indices
.
append
(
outer_iidx
)
inner_input_indices
.
append
([
inner_iidx
])
inner_input_indices
.
append
([
inner_iidx
])
inner_output_indices
.
append
([
inner_oidx
])
inner_output_indices
.
append
([
inner_oidx
])
...
@@ -910,7 +910,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -910,7 +910,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
self
.
seqs_arg_offset
+
info
.
n_mit_mot
+
info
.
n_mit_sot
+
info
.
n_sit_sot
self
.
seqs_arg_offset
+
info
.
n_mit_mot
+
info
.
n_mit_sot
+
info
.
n_sit_sot
)
)
self
.
nit_sot_arg_offset
=
(
self
.
nit_sot_arg_offset
=
(
self
.
untraced_sit_sot_arg_offset
+
info
.
n_untraced_sit_sot
_outs
self
.
untraced_sit_sot_arg_offset
+
info
.
n_untraced_sit_sot
)
)
# Note: This doesn't include `info.n_nit_sot`s, so it's really a count
# Note: This doesn't include `info.n_nit_sot`s, so it's really a count
# of the number of outputs generated by taps with inputs
# of the number of outputs generated by taps with inputs
...
@@ -1647,7 +1647,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -1647,7 +1647,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
try
:
try
:
t_fn
,
n_steps
=
scan_perform_ext
.
perform
(
t_fn
,
n_steps
=
scan_perform_ext
.
perform
(
self
.
info
.
n_untraced_sit_sot
_outs
,
self
.
info
.
n_untraced_sit_sot
,
self
.
info
.
n_mit_mot_outs
,
self
.
info
.
n_mit_mot_outs
,
self
.
info
.
n_seqs
,
self
.
info
.
n_seqs
,
self
.
info
.
n_mit_mot
,
self
.
info
.
n_mit_mot
,
...
@@ -1846,7 +1846,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -1846,7 +1846,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
info
.
sit_sot_in_slices
,
info
.
sit_sot_in_slices
,
)
)
)
)
+
info
.
n_untraced_sit_sot
_outs
+
info
.
n_untraced_sit_sot
)
)
for
idx
in
range
(
len
(
other_args
)):
for
idx
in
range
(
len
(
other_args
)):
inner_input_storage
[
idx
+
offset
]
.
storage
[
0
]
=
other_args
[
idx
]
inner_input_storage
[
idx
+
offset
]
.
storage
[
0
]
=
other_args
[
idx
]
...
@@ -1892,11 +1892,11 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -1892,11 +1892,11 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
a_offset
=
self
.
untraced_sit_sot_arg_offset
a_offset
=
self
.
untraced_sit_sot_arg_offset
o_offset
=
self
.
n_outs
+
info
.
n_nit_sot
o_offset
=
self
.
n_outs
+
info
.
n_nit_sot
if
i
==
0
:
if
i
==
0
:
for
j
in
range
(
info
.
n_untraced_sit_sot
_outs
):
for
j
in
range
(
info
.
n_untraced_sit_sot
):
inner_input_storage
[
offset
]
.
storage
[
0
]
=
inputs
[
a_offset
+
j
]
inner_input_storage
[
offset
]
.
storage
[
0
]
=
inputs
[
a_offset
+
j
]
offset
+=
1
offset
+=
1
else
:
else
:
for
j
in
range
(
info
.
n_untraced_sit_sot
_outs
):
for
j
in
range
(
info
.
n_untraced_sit_sot
):
inner_input_storage
[
offset
]
.
storage
[
0
]
=
output_storage
[
inner_input_storage
[
offset
]
.
storage
[
0
]
=
output_storage
[
o_offset
+
j
o_offset
+
j
][
0
]
][
0
]
...
@@ -1930,12 +1930,12 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -1930,12 +1930,12 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
# 4.3. Collect slices for untraced sitsot outputs
# 4.3. Collect slices for untraced sitsot outputs
offset
+=
self
.
n_outs
+
info
.
n_nit_sot
-
info
.
n_mit_mot
offset
+=
self
.
n_outs
+
info
.
n_nit_sot
-
info
.
n_mit_mot
for
idx
in
range
(
info
.
n_untraced_sit_sot
_outs
):
for
idx
in
range
(
info
.
n_untraced_sit_sot
):
inner_output_storage
[
idx
+
offset
]
.
storage
[
0
]
=
None
inner_output_storage
[
idx
+
offset
]
.
storage
[
0
]
=
None
# 4.4. If there is a condition add it to the mix
# 4.4. If there is a condition add it to the mix
if
info
.
as_while
:
if
info
.
as_while
:
pdx
=
offset
+
info
.
n_untraced_sit_sot
_outs
pdx
=
offset
+
info
.
n_untraced_sit_sot
inner_output_storage
[
pdx
]
.
storage
[
0
]
=
None
inner_output_storage
[
pdx
]
.
storage
[
0
]
=
None
# 4.5. Keep a reference to the variables (ndarrays,
# 4.5. Keep a reference to the variables (ndarrays,
...
@@ -2004,7 +2004,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2004,7 +2004,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
dt_fn
=
time
.
perf_counter
()
-
t0_fn
dt_fn
=
time
.
perf_counter
()
-
t0_fn
if
info
.
as_while
:
if
info
.
as_while
:
pdx
=
offset
+
info
.
n_untraced_sit_sot
_outs
pdx
=
offset
+
info
.
n_untraced_sit_sot
cond
=
inner_output_storage
[
pdx
]
.
storage
[
0
]
==
0
cond
=
inner_output_storage
[
pdx
]
.
storage
[
0
]
==
0
t_fn
+=
dt_fn
t_fn
+=
dt_fn
...
@@ -2151,7 +2151,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2151,7 +2151,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
# 5.6 Copy over the values for outputs corresponding to untraced sitsot
# 5.6 Copy over the values for outputs corresponding to untraced sitsot
# variables
# variables
begin
=
end
begin
=
end
end
+=
info
.
n_untraced_sit_sot
_outs
end
+=
info
.
n_untraced_sit_sot
for
j
in
range
(
begin
,
end
):
for
j
in
range
(
begin
,
end
):
jout
=
j
+
offset_out
jout
=
j
+
offset_out
output_storage
[
j
][
0
]
=
inner_output_storage
[
jout
]
.
storage
[
0
]
output_storage
[
j
][
0
]
=
inner_output_storage
[
jout
]
.
storage
[
0
]
...
@@ -2301,11 +2301,11 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2301,11 +2301,11 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
# untraced sit_sot outputs
# untraced sit_sot outputs
offset
=
1
+
info
.
n_seqs
+
n_outs
offset
=
1
+
info
.
n_seqs
+
n_outs
for
idx
in
range
(
info
.
n_untraced_sit_sot
_outs
):
for
idx
in
range
(
info
.
n_untraced_sit_sot
):
outs_shape
+=
[
input_shapes
[
idx
+
offset
]]
outs_shape
+=
[
input_shapes
[
idx
+
offset
]]
# non_sequences
# non_sequences
offset
+=
info
.
n_nit_sot
+
info
.
n_untraced_sit_sot
_outs
offset
+=
info
.
n_nit_sot
+
info
.
n_untraced_sit_sot
inner_ins_shapes
=
seqs_shape
+
outs_shape
+
input_shapes
[
offset
:]
inner_ins_shapes
=
seqs_shape
+
outs_shape
+
input_shapes
[
offset
:]
assert
len
(
inner_ins_shapes
)
==
len
(
self
.
inner_inputs
)
assert
len
(
inner_ins_shapes
)
==
len
(
self
.
inner_inputs
)
...
@@ -2347,7 +2347,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2347,7 +2347,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
# in the inner function.
# in the inner function.
r
=
node
.
outputs
[
n_outs
+
x
]
r
=
node
.
outputs
[
n_outs
+
x
]
assert
r
.
ndim
==
1
+
len
(
out_shape_x
)
assert
r
.
ndim
==
1
+
len
(
out_shape_x
)
shp
=
[
node
.
inputs
[
offset
+
info
.
n_untraced_sit_sot
_outs
+
x
]]
shp
=
[
node
.
inputs
[
offset
+
info
.
n_untraced_sit_sot
+
x
]]
for
i
,
shp_i
in
zip
(
range
(
1
,
r
.
ndim
),
out_shape_x
,
strict
=
True
):
for
i
,
shp_i
in
zip
(
range
(
1
,
r
.
ndim
),
out_shape_x
,
strict
=
True
):
# Validate shp_i. v_shape_i is either None (if invalid),
# Validate shp_i. v_shape_i is either None (if invalid),
# or a (variable, Boolean) tuple. The Boolean indicates
# or a (variable, Boolean) tuple. The Boolean indicates
...
@@ -2364,7 +2364,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2364,7 +2364,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
shp
.
append
(
v_shp_i
[
0
])
shp
.
append
(
v_shp_i
[
0
])
scan_outs
.
append
(
tuple
(
shp
))
scan_outs
.
append
(
tuple
(
shp
))
scan_outs
+=
list
(
input_shapes
[
offset
:
offset
+
info
.
n_untraced_sit_sot
_outs
])
scan_outs
+=
list
(
input_shapes
[
offset
:
offset
+
info
.
n_untraced_sit_sot
])
# if we are dealing with a repeat-until, then we do not know the
# if we are dealing with a repeat-until, then we do not know the
# leading dimension so we replace it for every entry with Shape_i
# leading dimension so we replace it for every entry with Shape_i
if
info
.
as_while
:
if
info
.
as_while
:
...
@@ -2437,8 +2437,6 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2437,8 +2437,6 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
return
connection_pattern
return
connection_pattern
def
L_op
(
self
,
inputs
,
outs
,
dC_douts
):
def
L_op
(
self
,
inputs
,
outs
,
dC_douts
):
if
not
isinstance
(
outs
,
list
|
tuple
):
outs
=
[
outs
]
# `grad_step` equals the number of steps the original scan node has
# `grad_step` equals the number of steps the original scan node has
# done (if the original scan is a while loop than this number is the
# done (if the original scan is a while loop than this number is the
# length of the output sequence)
# length of the output sequence)
...
@@ -2695,7 +2693,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -2695,7 +2693,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
pass
pass
elif
isinstance
(
dC_dXtm1
.
type
,
NullType
):
elif
isinstance
(
dC_dXtm1
.
type
,
NullType
):
# The new gradient is undefined, this makes the accumulated
# The new gradient is undefined, this makes the accumulated
# gradient undefined as we
e
ll
# gradient undefined as well
dC_dinps_t
[
dx
+
info
.
n_seqs
]
=
dC_dXtm1
dC_dinps_t
[
dx
+
info
.
n_seqs
]
=
dC_dXtm1
else
:
else
:
dC_dinps_t
[
dx
+
info
.
n_seqs
]
+=
dC_dXtm1
dC_dinps_t
[
dx
+
info
.
n_seqs
]
+=
dC_dXtm1
...
@@ -3062,7 +3060,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3062,7 +3060,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
mit_sot_in_slices
=
(),
mit_sot_in_slices
=
(),
sit_sot_in_slices
=
tuple
((
-
1
,)
for
k
in
range
(
n_sitsot_outs
)),
sit_sot_in_slices
=
tuple
((
-
1
,)
for
k
in
range
(
n_sitsot_outs
)),
n_nit_sot
=
n_nit_sot
,
n_nit_sot
=
n_nit_sot
,
n_untraced_sit_sot
_outs
=
0
,
n_untraced_sit_sot
=
0
,
n_non_seqs
=
len
(
self
.
outer_untraced_sit_sot
(
inputs
))
n_non_seqs
=
len
(
self
.
outer_untraced_sit_sot
(
inputs
))
+
len
(
self
.
outer_non_seqs
(
inputs
)),
+
len
(
self
.
outer_non_seqs
(
inputs
)),
as_while
=
False
,
as_while
=
False
,
...
@@ -3149,7 +3147,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3149,7 +3147,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
start
=
len
(
gradients
)
start
=
len
(
gradients
)
node
=
outs
[
0
]
.
owner
node
=
outs
[
0
]
.
owner
for
idx
in
range
(
info
.
n_untraced_sit_sot
_outs
):
for
idx
in
range
(
info
.
n_untraced_sit_sot
):
disconnected
=
True
disconnected
=
True
connected_flags
=
self
.
connection_pattern
(
node
)[
idx
+
start
]
connected_flags
=
self
.
connection_pattern
(
node
)[
idx
+
start
]
for
dC_dout
,
connected
in
zip
(
dC_douts
,
connected_flags
,
strict
=
True
):
for
dC_dout
,
connected
in
zip
(
dC_douts
,
connected_flags
,
strict
=
True
):
...
@@ -3211,7 +3209,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3211,7 +3209,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
self_inputs
=
self
.
inner_inputs
self_inputs
=
self
.
inner_inputs
rop_of_inputs
=
(
rop_of_inputs
=
(
self_inputs
[:
info
.
n_seqs
+
self
.
n_outs
]
self_inputs
[:
info
.
n_seqs
+
self
.
n_outs
]
+
self_inputs
[
info
.
n_seqs
+
self
.
n_outs
+
info
.
n_untraced_sit_sot
_outs
:]
+
self_inputs
[
info
.
n_seqs
+
self
.
n_outs
+
info
.
n_untraced_sit_sot
:]
)
)
self_outputs
=
self
.
inner_outputs
self_outputs
=
self
.
inner_outputs
...
@@ -3221,8 +3219,8 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3221,8 +3219,8 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
rop_self_outputs
=
self_outputs
[:
-
1
]
rop_self_outputs
=
self_outputs
[:
-
1
]
else
:
else
:
rop_self_outputs
=
self_outputs
rop_self_outputs
=
self_outputs
if
info
.
n_untraced_sit_sot
_outs
>
0
:
if
info
.
n_untraced_sit_sot
>
0
:
rop_self_outputs
=
rop_self_outputs
[:
-
info
.
n_untraced_sit_sot
_outs
]
rop_self_outputs
=
rop_self_outputs
[:
-
info
.
n_untraced_sit_sot
]
rop_outs
=
Rop
(
rop_outs
=
Rop
(
rop_self_outputs
,
rop_self_outputs
,
rop_of_inputs
,
rop_of_inputs
,
...
@@ -3308,9 +3306,9 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3308,9 +3306,9 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
# Untraced outs ...
# Untraced outs ...
b
=
e
b
=
e
e
=
e
+
info
.
n_untraced_sit_sot
_outs
e
=
e
+
info
.
n_untraced_sit_sot
ib
=
ie
ib
=
ie
ie
=
ie
+
info
.
n_untraced_sit_sot
_outs
ie
=
ie
+
info
.
n_untraced_sit_sot
scan_untraced
=
inputs
[
b
:
e
]
scan_untraced
=
inputs
[
b
:
e
]
inner_untraced
=
self_inputs
[
ib
:
ie
]
inner_untraced
=
self_inputs
[
ib
:
ie
]
...
@@ -3346,7 +3344,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3346,7 +3344,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
e
=
e
+
info
.
n_nit_sot
e
=
e
+
info
.
n_nit_sot
inner_out_nit_sot
=
self_outputs
[
b
:
e
]
+
rop_outs
[
b
:
e
]
inner_out_nit_sot
=
self_outputs
[
b
:
e
]
+
rop_outs
[
b
:
e
]
b
=
e
b
=
e
e
=
e
+
info
.
n_untraced_sit_sot
_outs
e
=
e
+
info
.
n_untraced_sit_sot
inner_out_untraced
=
self_outputs
[
b
:
e
]
inner_out_untraced
=
self_outputs
[
b
:
e
]
inner_ins
=
(
inner_ins
=
(
...
@@ -3385,7 +3383,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3385,7 +3383,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
mit_sot_in_slices
=
new_mit_sot_in_slices
,
mit_sot_in_slices
=
new_mit_sot_in_slices
,
sit_sot_in_slices
=
new_sit_sot_in_slices
,
sit_sot_in_slices
=
new_sit_sot_in_slices
,
n_nit_sot
=
info
.
n_nit_sot
*
2
,
n_nit_sot
=
info
.
n_nit_sot
*
2
,
n_untraced_sit_sot
_outs
=
info
.
n_untraced_sit_sot_outs
,
n_untraced_sit_sot
=
info
.
n_untraced_sit_sot
,
n_non_seqs
=
len
(
inner_other
),
n_non_seqs
=
len
(
inner_other
),
as_while
=
info
.
as_while
,
as_while
=
info
.
as_while
,
)
)
...
@@ -3417,7 +3415,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
...
@@ -3417,7 +3415,7 @@ class Scan(Op, ScanMethodsMixin, HasInnerGraph):
b
=
e
+
info
.
n_nit_sot
b
=
e
+
info
.
n_nit_sot
e
=
e
+
info
.
n_nit_sot
*
2
e
=
e
+
info
.
n_nit_sot
*
2
final_outs
+=
outputs
[
b
:
e
]
final_outs
+=
outputs
[
b
:
e
]
final_outs
+=
[
None
]
*
info
.
n_untraced_sit_sot
_outs
final_outs
+=
[
None
]
*
info
.
n_untraced_sit_sot
return
final_outs
return
final_outs
...
...
pytensor/scan/rewriting.py
浏览文件 @
995b6cbc
...
@@ -110,7 +110,7 @@ def remove_constants_and_unused_inputs_scan(fgraph, node):
...
@@ -110,7 +110,7 @@ def remove_constants_and_unused_inputs_scan(fgraph, node):
sum
(
len
(
x
)
for
x
in
chain
(
op_info
.
mit_mot_in_slices
,
op_info
.
mit_sot_in_slices
))
sum
(
len
(
x
)
for
x
in
chain
(
op_info
.
mit_mot_in_slices
,
op_info
.
mit_sot_in_slices
))
)
)
st
+=
op_info
.
n_sit_sot
st
+=
op_info
.
n_sit_sot
st
+=
op_info
.
n_untraced_sit_sot
_outs
st
+=
op_info
.
n_untraced_sit_sot
op_ins
=
op
.
inner_inputs
op_ins
=
op
.
inner_inputs
op_outs
=
op
.
inner_outputs
op_outs
=
op
.
inner_outputs
...
@@ -126,7 +126,7 @@ def remove_constants_and_unused_inputs_scan(fgraph, node):
...
@@ -126,7 +126,7 @@ def remove_constants_and_unused_inputs_scan(fgraph, node):
+
op_info
.
n_mit_sot
+
op_info
.
n_mit_sot
+
op_info
.
n_sit_sot
+
op_info
.
n_sit_sot
+
op_info
.
n_nit_sot
+
op_info
.
n_nit_sot
+
op_info
.
n_untraced_sit_sot
_outs
+
op_info
.
n_untraced_sit_sot
+
1
+
1
)
)
outer_non_seqs
=
node
.
inputs
[
st
:]
outer_non_seqs
=
node
.
inputs
[
st
:]
...
@@ -1628,7 +1628,7 @@ def scan_save_mem_rewrite(fgraph, node, backend_supports_output_pre_allocation:
...
@@ -1628,7 +1628,7 @@ def scan_save_mem_rewrite(fgraph, node, backend_supports_output_pre_allocation:
+
idx
+
idx
+
op_info
.
n_seqs
+
op_info
.
n_seqs
+
1
+
1
+
op_info
.
n_untraced_sit_sot
_outs
+
op_info
.
n_untraced_sit_sot
)
)
if
nw_inputs
[
pos
]
==
node
.
inputs
[
0
]:
if
nw_inputs
[
pos
]
==
node
.
inputs
[
0
]:
nw_inputs
[
pos
]
=
1
if
required_orphan
else
val
nw_inputs
[
pos
]
=
1
if
required_orphan
else
val
...
@@ -1662,7 +1662,7 @@ def scan_save_mem_rewrite(fgraph, node, backend_supports_output_pre_allocation:
...
@@ -1662,7 +1662,7 @@ def scan_save_mem_rewrite(fgraph, node, backend_supports_output_pre_allocation:
elif
(
elif
(
idx
<
op_info
.
n_mit_sot
+
op_info
.
n_sit_sot
+
op_info
.
n_nit_sot
idx
<
op_info
.
n_mit_sot
+
op_info
.
n_sit_sot
+
op_info
.
n_nit_sot
):
):
in_idx
=
offset
+
idx
+
op_info
.
n_untraced_sit_sot
_outs
in_idx
=
offset
+
idx
+
op_info
.
n_untraced_sit_sot
if
nw_inputs
[
in_idx
]
==
node
.
inputs
[
0
]:
if
nw_inputs
[
in_idx
]
==
node
.
inputs
[
0
]:
nw_inputs
[
in_idx
]
=
nw_steps
nw_inputs
[
in_idx
]
=
nw_steps
...
@@ -1980,9 +1980,7 @@ class ScanMerge(GraphRewriter):
...
@@ -1980,9 +1980,7 @@ class ScanMerge(GraphRewriter):
mit_sot_in_slices
=
mit_sot_in_slices
,
mit_sot_in_slices
=
mit_sot_in_slices
,
sit_sot_in_slices
=
sit_sot_in_slices
,
sit_sot_in_slices
=
sit_sot_in_slices
,
n_nit_sot
=
sum
(
nd
.
op
.
info
.
n_nit_sot
for
nd
in
nodes
),
n_nit_sot
=
sum
(
nd
.
op
.
info
.
n_nit_sot
for
nd
in
nodes
),
n_untraced_sit_sot_outs
=
sum
(
n_untraced_sit_sot
=
sum
(
nd
.
op
.
info
.
n_untraced_sit_sot
for
nd
in
nodes
),
nd
.
op
.
info
.
n_untraced_sit_sot_outs
for
nd
in
nodes
),
n_non_seqs
=
n_non_seqs
,
n_non_seqs
=
n_non_seqs
,
as_while
=
as_while
,
as_while
=
as_while
,
)
)
...
...
pytensor/scan/utils.py
浏览文件 @
995b6cbc
...
@@ -371,7 +371,7 @@ def scan_can_remove_outs(op, out_idxs):
...
@@ -371,7 +371,7 @@ def scan_can_remove_outs(op, out_idxs):
offset
+=
n_ins
offset
+=
n_ins
out_ins
+=
[[]
for
k
in
range
(
op
.
info
.
n_nit_sot
)]
out_ins
+=
[[]
for
k
in
range
(
op
.
info
.
n_nit_sot
)]
out_ins
+=
[
out_ins
+=
[
[
op
.
inner_inputs
[
offset
+
k
]]
for
k
in
range
(
op
.
info
.
n_untraced_sit_sot
_outs
)
[
op
.
inner_inputs
[
offset
+
k
]]
for
k
in
range
(
op
.
info
.
n_untraced_sit_sot
)
]
]
added
=
True
added
=
True
...
@@ -411,7 +411,7 @@ def compress_outs(op, not_required, inputs):
...
@@ -411,7 +411,7 @@ def compress_outs(op, not_required, inputs):
mit_sot_in_slices
=
(),
mit_sot_in_slices
=
(),
sit_sot_in_slices
=
(),
sit_sot_in_slices
=
(),
n_nit_sot
=
0
,
n_nit_sot
=
0
,
n_untraced_sit_sot
_outs
=
0
,
n_untraced_sit_sot
=
0
,
n_non_seqs
=
0
,
n_non_seqs
=
0
,
as_while
=
op_info
.
as_while
,
as_while
=
op_info
.
as_while
,
)
)
...
@@ -517,18 +517,18 @@ def compress_outs(op, not_required, inputs):
...
@@ -517,18 +517,18 @@ def compress_outs(op, not_required, inputs):
info
=
dataclasses
.
replace
(
info
,
n_nit_sot
=
info
.
n_nit_sot
+
1
)
info
=
dataclasses
.
replace
(
info
,
n_nit_sot
=
info
.
n_nit_sot
+
1
)
op_outputs
+=
[
op
.
inner_outputs
[
o_offset
]]
op_outputs
+=
[
op
.
inner_outputs
[
o_offset
]]
o_offset
+=
1
o_offset
+=
1
nit_sot_ins
+=
[
inputs
[
ni_offset
+
idx
+
op_info
.
n_untraced_sit_sot
_outs
]]
nit_sot_ins
+=
[
inputs
[
ni_offset
+
idx
+
op_info
.
n_untraced_sit_sot
]]
else
:
else
:
o_offset
+=
1
o_offset
+=
1
offset
+=
op_info
.
n_nit_sot
offset
+=
op_info
.
n_nit_sot
shared_ins
=
[]
shared_ins
=
[]
for
idx
in
range
(
op_info
.
n_untraced_sit_sot
_outs
):
for
idx
in
range
(
op_info
.
n_untraced_sit_sot
):
if
offset
+
idx
not
in
not_required
:
if
offset
+
idx
not
in
not_required
:
map_old_new
[
offset
+
idx
]
=
curr_pos
map_old_new
[
offset
+
idx
]
=
curr_pos
curr_pos
+=
1
curr_pos
+=
1
info
=
dataclasses
.
replace
(
info
=
dataclasses
.
replace
(
info
,
n_untraced_sit_sot
_outs
=
info
.
n_untraced_sit_sot_outs
+
1
info
,
n_untraced_sit_sot
=
info
.
n_untraced_sit_sot
+
1
)
)
op_outputs
+=
[
op
.
inner_outputs
[
o_offset
]]
op_outputs
+=
[
op
.
inner_outputs
[
o_offset
]]
o_offset
+=
1
o_offset
+=
1
...
@@ -543,9 +543,7 @@ def compress_outs(op, not_required, inputs):
...
@@ -543,9 +543,7 @@ def compress_outs(op, not_required, inputs):
# other stuff
# other stuff
op_inputs
+=
op
.
inner_inputs
[
i_offset
:]
op_inputs
+=
op
.
inner_inputs
[
i_offset
:]
info
=
dataclasses
.
replace
(
info
,
n_non_seqs
=
len
(
op
.
inner_inputs
[
i_offset
:]))
info
=
dataclasses
.
replace
(
info
,
n_non_seqs
=
len
(
op
.
inner_inputs
[
i_offset
:]))
node_inputs
+=
inputs
[
node_inputs
+=
inputs
[
ni_offset
+
op_info
.
n_untraced_sit_sot
+
op_info
.
n_nit_sot
:]
ni_offset
+
op_info
.
n_untraced_sit_sot_outs
+
op_info
.
n_nit_sot
:
]
if
op_info
.
as_while
:
if
op_info
.
as_while
:
op_outputs
+=
[
op
.
inner_outputs
[
o_offset
]]
op_outputs
+=
[
op
.
inner_outputs
[
o_offset
]]
map_old_new
[
o_offset
]
=
len
(
op_outputs
)
-
1
map_old_new
[
o_offset
]
=
len
(
op_outputs
)
-
1
...
@@ -664,11 +662,11 @@ class ScanArgs:
...
@@ -664,11 +662,11 @@ class ScanArgs:
p
+=
n_sit_sot
p
+=
n_sit_sot
q
+=
n_sit_sot
q
+=
n_sit_sot
n_untraced_sit_sot
_outs
=
info
.
n_untraced_sit_sot_outs
n_untraced_sit_sot
=
info
.
n_untraced_sit_sot
self
.
outer_in_shared
=
list
(
outer_inputs
[
p
:
p
+
n_untraced_sit_sot
_outs
])
self
.
outer_in_shared
=
list
(
outer_inputs
[
p
:
p
+
n_untraced_sit_sot
])
self
.
inner_in_shared
=
list
(
inner_inputs
[
q
:
q
+
n_untraced_sit_sot
_outs
])
self
.
inner_in_shared
=
list
(
inner_inputs
[
q
:
q
+
n_untraced_sit_sot
])
p
+=
n_untraced_sit_sot
_outs
p
+=
n_untraced_sit_sot
q
+=
n_untraced_sit_sot
_outs
q
+=
n_untraced_sit_sot
n_nit_sot
=
info
.
n_nit_sot
n_nit_sot
=
info
.
n_nit_sot
self
.
outer_in_nit_sot
=
list
(
outer_inputs
[
p
:
p
+
n_nit_sot
])
self
.
outer_in_nit_sot
=
list
(
outer_inputs
[
p
:
p
+
n_nit_sot
])
...
@@ -708,10 +706,10 @@ class ScanArgs:
...
@@ -708,10 +706,10 @@ class ScanArgs:
p
+=
n_nit_sot
p
+=
n_nit_sot
q
+=
n_nit_sot
q
+=
n_nit_sot
self
.
outer_out_shared
=
list
(
outer_outputs
[
p
:
p
+
n_untraced_sit_sot
_outs
])
self
.
outer_out_shared
=
list
(
outer_outputs
[
p
:
p
+
n_untraced_sit_sot
])
self
.
inner_out_shared
=
list
(
inner_outputs
[
q
:
q
+
n_untraced_sit_sot
_outs
])
self
.
inner_out_shared
=
list
(
inner_outputs
[
q
:
q
+
n_untraced_sit_sot
])
p
+=
n_untraced_sit_sot
_outs
p
+=
n_untraced_sit_sot
q
+=
n_untraced_sit_sot
_outs
q
+=
n_untraced_sit_sot
assert
p
==
len
(
outer_outputs
)
assert
p
==
len
(
outer_outputs
)
assert
q
==
len
(
inner_outputs
)
assert
q
==
len
(
inner_outputs
)
...
@@ -822,7 +820,7 @@ class ScanArgs:
...
@@ -822,7 +820,7 @@ class ScanArgs:
mit_sot_in_slices
=
tuple
(
tuple
(
v
)
for
v
in
self
.
mit_sot_in_slices
),
mit_sot_in_slices
=
tuple
(
tuple
(
v
)
for
v
in
self
.
mit_sot_in_slices
),
sit_sot_in_slices
=
((
-
1
,),)
*
len
(
self
.
inner_in_sit_sot
),
sit_sot_in_slices
=
((
-
1
,),)
*
len
(
self
.
inner_in_sit_sot
),
n_nit_sot
=
len
(
self
.
outer_in_nit_sot
),
n_nit_sot
=
len
(
self
.
outer_in_nit_sot
),
n_untraced_sit_sot
_outs
=
len
(
self
.
outer_in_shared
),
n_untraced_sit_sot
=
len
(
self
.
outer_in_shared
),
n_non_seqs
=
len
(
self
.
inner_in_non_seqs
),
n_non_seqs
=
len
(
self
.
inner_in_non_seqs
),
as_while
=
self
.
as_while
,
as_while
=
self
.
as_while
,
)
)
...
...
tests/link/jax/test_scan.py
浏览文件 @
995b6cbc
...
@@ -651,7 +651,7 @@ def test_trace_truncation_regression_bug():
...
@@ -651,7 +651,7 @@ def test_trace_truncation_regression_bug():
mit_sot_in_slices
=
(),
mit_sot_in_slices
=
(),
sit_sot_in_slices
=
((
-
1
,),),
sit_sot_in_slices
=
((
-
1
,),),
n_nit_sot
=
0
,
n_nit_sot
=
0
,
n_untraced_sit_sot
_outs
=
0
,
n_untraced_sit_sot
=
0
,
n_non_seqs
=
0
,
n_non_seqs
=
0
,
as_while
=
False
,
as_while
=
False
,
),
),
...
...
tests/link/numba/test_scan.py
浏览文件 @
995b6cbc
...
@@ -86,7 +86,7 @@ from tests.scan.test_basic import ScanCompatibilityTests
...
@@ -86,7 +86,7 @@ from tests.scan.test_basic import ScanCompatibilityTests
3
,
3
,
[],
[],
[
np
.
array
([
0.50100236
,
2.16822932
,
1.36326596
])],
[
np
.
array
([
0.50100236
,
2.16822932
,
1.36326596
])],
lambda
op
:
op
.
info
.
n_untraced_sit_sot
_outs
>
0
,
lambda
op
:
op
.
info
.
n_untraced_sit_sot
>
0
,
),
),
# mit-sot (that's also a type of sit-sot)
# mit-sot (that's also a type of sit-sot)
(
(
...
...
tests/scan/test_basic.py
浏览文件 @
995b6cbc
...
@@ -4095,7 +4095,7 @@ class TestExamples:
...
@@ -4095,7 +4095,7 @@ class TestExamples:
[{}],
[{}],
[],
[],
3
,
3
,
lambda
op
:
op
.
info
.
n_untraced_sit_sot
_outs
>
0
,
lambda
op
:
op
.
info
.
n_untraced_sit_sot
>
0
,
),
),
# mit-sot (that's also a type of sit-sot)
# mit-sot (that's also a type of sit-sot)
(
(
...
@@ -4292,7 +4292,7 @@ def test_scan_mode_compatibility(scan_mode):
...
@@ -4292,7 +4292,7 @@ def test_scan_mode_compatibility(scan_mode):
mit_sot_in_slices
=
(),
mit_sot_in_slices
=
(),
sit_sot_in_slices
=
(),
sit_sot_in_slices
=
(),
n_nit_sot
=
0
,
n_nit_sot
=
0
,
n_untraced_sit_sot
_outs
=
0
,
n_untraced_sit_sot
=
0
,
n_non_seqs
=
0
,
n_non_seqs
=
0
,
as_while
=
False
,
as_while
=
False
,
)
)
...
...
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