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wenyuanbo
tic
Commits
e4a51303
Commit
e4a51303
authored
Jan 09, 2018
by
Tianqi Chen
Committed by
GitHub
Jan 09, 2018
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[PASS] Fix storage rewrite merge rule for special tag memory (#770)
parent
50d8773b
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Showing
2 changed files
with
33 additions
and
4 deletions
+33
-4
src/pass/storage_rewrite.cc
+10
-4
tests/python/unittest/test_pass_storage_rewrite.py
+23
-0
No files found.
src/pass/storage_rewrite.cc
View file @
e4a51303
...
...
@@ -766,15 +766,16 @@ class StoragePlanRewriter : public IRMutator {
const
uint64_t
match_range
=
16
;
uint64_t
const_nbits
=
static_cast
<
uint64_t
>
(
op
->
constant_allocation_size
()
*
op
->
type
.
bits
()
*
op
->
type
.
lanes
());
// disable reuse of small arrays, they will be lowered to registers in LLVM
// This rules only apply if we are using non special memory
if
(
scope
.
tag
.
length
()
==
0
)
{
if
(
scope
.
rank
>
1
||
op
->
type
.
is_handle
())
{
return
NewAlloc
(
op
,
attach_scope
,
scope
,
const_nbits
);
}
// disable reuse of small arrays, they will be lowered to registers in LLVM
if
(
const_nbits
>
0
&&
const_nbits
<=
32
&&
scope
.
tag
.
length
()
==
0
)
{
if
(
const_nbits
>
0
&&
const_nbits
<=
32
)
{
return
NewAlloc
(
op
,
attach_scope
,
scope
,
const_nbits
);
}
}
if
(
const_nbits
!=
0
)
{
// constant allocation.
auto
begin
=
const_free_map_
.
lower_bound
(
const_nbits
/
match_range
);
...
...
@@ -818,10 +819,15 @@ class StoragePlanRewriter : public IRMutator {
CHECK
(
it
!=
alloc_map_
.
end
());
StorageEntry
*
e
=
it
->
second
;
CHECK_NE
(
e
->
allocs
.
size
(),
0U
);
// disable reuse of small arrays, they will be lowered to registers in LLVM
// This rules only apply if we are using non special memory
if
(
e
->
scope
.
tag
.
length
()
==
0
)
{
// Disable sharing of local memory.
if
(
e
->
scope
.
rank
>
1
||
e
->
allocs
[
0
]
->
type
.
is_handle
())
return
;
// disable reuse of small arrays
if
(
e
->
const_nbits
>
0
&&
e
->
const_nbits
<=
32
)
return
;
}
// normal free.
if
(
e
->
const_nbits
!=
0
)
{
const_free_map_
.
insert
({
e
->
const_nbits
,
e
});
...
...
tests/python/unittest/test_pass_storage_rewrite.py
View file @
e4a51303
...
...
@@ -28,6 +28,28 @@ def test_storage_share():
tvm
.
ir_pass
.
PostOrderVisit
(
stmt
,
verify
)
assert
num_alloc
[
0
]
==
1
def
test_alloc_seq
():
ib
=
tvm
.
ir_builder
.
create
()
n
=
tvm
.
var
(
"n"
)
with
ib
.
for_range
(
0
,
n
,
name
=
"i"
)
as
i
:
with
ib
.
for_range
(
0
,
10
,
name
=
"j"
)
as
j
:
A
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"A"
,
scope
=
"local.L0A"
)
A
[
j
]
=
1.2
with
ib
.
for_range
(
0
,
10
,
name
=
"j"
)
as
j
:
A
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"B"
,
scope
=
"local.L0A"
)
A
[
j
]
=
1.3
body
=
ib
.
get
()
body
=
tvm
.
ir_pass
.
StorageRewrite
(
body
)
num_alloc
=
[
0
]
def
verify
(
n
):
if
isinstance
(
n
,
tvm
.
stmt
.
Allocate
):
num_alloc
[
0
]
+=
1
assert
n
.
extents
[
0
]
.
value
==
200
tvm
.
ir_pass
.
PostOrderVisit
(
body
,
verify
)
assert
num_alloc
[
0
]
==
1
def
test_inplace_rule
():
m
=
10
...
...
@@ -152,6 +174,7 @@ def test_parallel_alloc():
if
__name__
==
"__main__"
:
test_alloc_seq
()
test_inplace_rule
()
test_storage_share
()
test_parallel_alloc
()
...
...
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