Skip to content
Projects
Groups
Snippets
Help
This project
Loading...
Sign in / Register
Toggle navigation
T
tic
Overview
Overview
Details
Activity
Cycle Analytics
Repository
Repository
Files
Commits
Branches
Tags
Contributors
Graph
Compare
Charts
Issues
0
Issues
0
List
Board
Labels
Milestones
Merge Requests
0
Merge Requests
0
CI / CD
CI / CD
Pipelines
Jobs
Schedules
Charts
Wiki
Wiki
Snippets
Snippets
Members
Members
Collapse sidebar
Close sidebar
Activity
Graph
Charts
Create a new issue
Jobs
Commits
Issue Boards
Open sidebar
wenyuanbo
tic
Commits
38d08357
Commit
38d08357
authored
Aug 19, 2018
by
xqdan
Committed by
Tianqi Chen
Aug 18, 2018
Browse files
Options
Browse Files
Download
Email Patches
Plain Diff
#1592 [PASS] Fix missing mem CHECK in storage_rewrite (#1616)
parent
9b0e4990
Hide whitespace changes
Inline
Side-by-side
Showing
2 changed files
with
48 additions
and
21 deletions
+48
-21
src/pass/storage_rewrite.cc
+6
-0
tests/python/unittest/test_pass_storage_rewrite.py
+42
-21
No files found.
src/pass/storage_rewrite.cc
View file @
38d08357
...
...
@@ -584,6 +584,12 @@ class StoragePlanRewriter : public IRMutator {
e
->
new_alloc
=
Allocate
::
make
(
e
->
alloc_var
,
alloc_type
,
{
combo_size
},
const_true
(),
Evaluate
::
make
(
0
));
if
(
e
->
scope
.
tag
.
length
()
!=
0
)
{
MemoryInfo
info
=
GetMemoryInfo
(
e
->
scope
.
to_string
());
uint64_t
total_elem
=
e
->
const_nbits
/
e
->
elem_type
.
bits
();
CHECK_LE
(
total_elem
*
e
->
elem_type
.
bits
(),
info
->
max_num_bits
)
<<
"Allocation exceed bound of memory tag "
<<
e
->
scope
.
to_string
();
}
}
}
}
...
...
tests/python/unittest/test_pass_storage_rewrite.py
View file @
38d08357
...
...
@@ -28,15 +28,30 @@ def test_storage_share():
tvm
.
ir_pass
.
PostOrderVisit
(
stmt
,
verify
)
assert
num_alloc
[
0
]
==
1
def
register_mem
(
scope_tb
,
max_bits
):
#Register mem
@tvm.register_func
(
"tvm.info.mem.
%
s"
%
scope_tb
)
def
mem_info_inp_buffer
():
return
tvm
.
make
.
node
(
"MemoryInfo"
,
unit_bits
=
16
,
max_simd_bits
=
32
,
max_num_bits
=
max_bits
,
head_address
=
None
)
def
test_alloc_seq
():
scope_tb
=
"local.L0A"
max_bits
=
1024
*
1024
*
1024
register_mem
(
scope_tb
,
max_bits
)
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
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"A"
,
scope
=
scope_tb
)
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
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"B"
,
scope
=
scope_tb
)
A
[
j
]
=
1.3
body
=
ib
.
get
()
...
...
@@ -233,16 +248,9 @@ def test_parallel_alloc():
assert
(
isinstance
(
body
.
body
.
body
.
body
.
body
,
tvm
.
stmt
.
Allocate
))
def
test_inplace_rule2
():
def
test_inplace_rule2
(
scope_tb
=
"local_TB2"
,
max_bits
=
1024
*
1024
*
1024
):
#Test Buffer
scope_tb
=
"local_TB2"
@tvm.register_func
(
"tvm.info.mem.
%
s"
%
scope_tb
)
def
mem_info_inp_buffer
():
return
tvm
.
make
.
node
(
"MemoryInfo"
,
unit_bits
=
16
,
max_simd_bits
=
32
,
max_num_bits
=
1024
*
1024
*
1024
,
head_address
=
None
)
register_mem
(
scope_tb
,
max_bits
)
m
=
10
A
=
tvm
.
placeholder
((
m
,),
name
=
'A'
)
C
=
tvm
.
placeholder
((
m
,),
name
=
'C'
)
...
...
@@ -275,16 +283,23 @@ def test_inplace_rule2():
tvm
.
ir_pass
.
PostOrderVisit
(
stmt
,
verify
)
assert
num_alloc
[
0
]
==
2
def
test_exceed_mem
():
max_bits
=
639
# The critical max_num_bits is between 639 and 640
loc
=
-
1
try
:
test_inplace_rule2
(
"local_TEM"
,
max_bits
)
except
Exception
as
e
:
estr
=
str
(
e
)
loc
=
estr
.
find
(
'Allocation exceed bound of memory'
)
assert
loc
!=
-
1
def
test_inplace_rule3
():
#Test Buffer
scope_tb
=
"local_TB3"
@tvm.register_func
(
"tvm.info.mem.
%
s"
%
scope_tb
)
def
mem_info_inp_buffer
():
return
tvm
.
make
.
node
(
"MemoryInfo"
,
unit_bits
=
16
,
max_simd_bits
=
32
,
max_num_bits
=
1024
*
1024
*
1024
,
head_address
=
None
)
max_bits
=
1024
*
1024
*
1024
register_mem
(
scope_tb
,
max_bits
)
m
=
10
B0
=
tvm
.
placeholder
((
m
,),
name
=
'B0'
)
B1
=
tvm
.
placeholder
((
m
,),
name
=
'B1'
)
...
...
@@ -388,17 +403,22 @@ def test_alloc_seq_type():
assert
num_alloc
[
0
]
==
1
def
test_alloc_seq_type2
():
scope_tb
=
"local.L0A2"
max_bits
=
1024
*
1024
*
1024
register_mem
(
scope_tb
,
max_bits
)
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
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"A"
,
scope
=
scope_tb
)
A
[
j
]
=
1.2
with
ib
.
for_range
(
0
,
20
,
name
=
"j"
)
as
j
:
B
=
ib
.
allocate
(
"int16"
,
400
,
name
=
"B"
,
scope
=
"local.L0A"
)
B
=
ib
.
allocate
(
"int16"
,
400
,
name
=
"B"
,
scope
=
scope_tb
)
B
[
j
]
=
tvm
.
const
(
1
,
"int16"
)
with
ib
.
for_range
(
0
,
10
,
name
=
"j"
)
as
j
:
C
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"C"
,
scope
=
"local.L0A"
)
C
=
ib
.
allocate
(
"float32"
,
200
,
name
=
"C"
,
scope
=
scope_tb
)
C
[
j
]
=
1.2
body
=
ib
.
get
()
...
...
@@ -465,6 +485,7 @@ if __name__ == "__main__":
test_storage_combine
()
test_storage_share_gpu
()
test_inplace_rule2
()
test_exceed_mem
()
test_inplace_rule3
()
test_alloc_seq_type
()
test_alloc_seq_type2
()
...
...
Write
Preview
Markdown
is supported
0%
Try again
or
attach a new file
Attach a file
Cancel
You are about to add
0
people
to the discussion. Proceed with caution.
Finish editing this message first!
Cancel
Please
register
or
sign in
to comment