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wenyuanbo
tic
Commits
1598e329
Commit
1598e329
authored
Jun 20, 2019
by
Wei Chen
Committed by
Haichen Shen
Jun 20, 2019
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Add EtaExpand to transform API (#3406)
* Add EtaExpand to transform API * Add test case
parent
f7d15f64
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3 changed files
with
34 additions
and
3 deletions
+34
-3
python/tvm/relay/transform.py
+9
-0
src/relay/pass/eta_expand.cc
+15
-0
tests/python/relay/test_pass_eta_expand.py
+10
-3
No files found.
python/tvm/relay/transform.py
View file @
1598e329
...
@@ -406,6 +406,15 @@ def ToANormalForm():
...
@@ -406,6 +406,15 @@ def ToANormalForm():
"""
"""
return
_transform
.
ToANormalForm
()
return
_transform
.
ToANormalForm
()
def
EtaExpand
():
"""Add abstraction over a function
Returns
-------
ret: tvm.relay.Pass
The registered pass that eta expands an expression.
"""
return
_transform
.
EtaExpand
()
def
ToGraphNormalForm
():
def
ToGraphNormalForm
():
"""Turn A Normal Form expression into Graph Normal Form expression
"""Turn A Normal Form expression into Graph Normal Form expression
...
...
src/relay/pass/eta_expand.cc
View file @
1598e329
...
@@ -67,5 +67,20 @@ Expr EtaExpand(const Expr& e, const Module& mod) {
...
@@ -67,5 +67,20 @@ Expr EtaExpand(const Expr& e, const Module& mod) {
TVM_REGISTER_API
(
"relay._ir_pass.eta_expand"
).
set_body_typed
(
EtaExpand
);
TVM_REGISTER_API
(
"relay._ir_pass.eta_expand"
).
set_body_typed
(
EtaExpand
);
namespace
transform
{
Pass
EtaExpand
()
{
runtime
::
TypedPackedFunc
<
Function
(
Function
,
Module
,
PassContext
)
>
pass_func
=
[
=
](
Function
f
,
Module
m
,
PassContext
pc
)
{
return
Downcast
<
Function
>
(
EtaExpand
(
f
,
m
));
};
return
CreateFunctionPass
(
pass_func
,
1
,
"EtaExpand"
,
{});
}
TVM_REGISTER_API
(
"relay._transform.EtaExpand"
)
.
set_body_typed
(
EtaExpand
);
}
// namespace transform
}
// namespace relay
}
// namespace relay
}
// namespace tvm
}
// namespace tvm
tests/python/relay/test_pass_eta_expand.py
View file @
1598e329
...
@@ -15,13 +15,20 @@
...
@@ -15,13 +15,20 @@
# specific language governing permissions and limitations
# specific language governing permissions and limitations
# under the License.
# under the License.
from
tvm
import
relay
from
tvm
import
relay
import
tvm.relay.module
as
_module
import
tvm.relay.transform
as
_transform
def
test_eta_expand_basic
():
def
test_eta_expand_basic
():
mod
=
relay
.
Module
()
x
=
relay
.
var
(
'x'
,
'int32'
)
x
=
relay
.
var
(
'x'
,
'int32'
)
y
=
relay
.
var
(
'y'
,
'int32'
)
orig
=
relay
.
Function
([
x
],
x
)
orig
=
relay
.
Function
([
x
],
x
)
got
=
relay
.
ir_pass
.
eta_expand
(
orig
,
mod
)
mod
=
_module
.
Module
.
from_expr
(
orig
)
seq
=
_transform
.
Sequential
([
_transform
.
EtaExpand
()])
with
_transform
.
PassContext
(
opt_level
=
3
):
mod
=
seq
(
mod
)
got
=
mod
[
mod
.
entry_func
.
name_hint
]
y
=
relay
.
var
(
'y'
,
'int32'
)
expected
=
relay
.
Function
([
y
],
orig
(
y
))
expected
=
relay
.
Function
([
y
],
orig
(
y
))
got
=
relay
.
ir_pass
.
infer_type
(
got
,
mod
)
got
=
relay
.
ir_pass
.
infer_type
(
got
,
mod
)
...
...
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