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wenyuanbo
tic
Commits
c9a08bed
Commit
c9a08bed
authored
Mar 01, 2019
by
Wuwei Lin
Committed by
Tianqi Chen
Feb 28, 2019
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[RELAY][PASS] Enable switching CanonicalizeOps in pass_enabled (#2696)
parent
177fd641
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python/tvm/relay/build_module.py
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python/tvm/relay/build_module.py
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c9a08bed
...
...
@@ -21,6 +21,7 @@ OPT_PASS_LEVEL = {
"CombineParallelConv2D"
:
3
,
"FoldScaleAxis"
:
3
,
"AlterOpLayout"
:
3
,
"CanonicalizeOps"
:
3
,
}
...
...
@@ -177,14 +178,16 @@ def optimize(func, target=None, params=None):
func
=
ir_pass
.
forward_fold_scale_axis
(
func
)
func
=
ir_pass
.
fold_constant
(
func
)
if
cfg
.
pass_enabled
(
"CanonicalizeOps"
):
func
=
ir_pass
.
infer_type
(
func
)
func
=
ir_pass
.
canonicalize_ops
(
func
)
# FIXME(zhiics) Skip AlterOpLayout pass for heterogeneous compilation for
# now. We probably need to pass target to this pass as well. Fix it in
# a followup PR.
if
cfg
.
pass_enabled
(
"AlterOpLayout"
):
if
isinstance
(
target
,
_target
.
Target
):
func
=
ir_pass
.
infer_type
(
func
)
func
=
ir_pass
.
canonicalize_ops
(
func
)
func
=
ir_pass
.
infer_type
(
func
)
with
target
:
func
=
ir_pass
.
alter_op_layout
(
func
)
elif
isinstance
(
target
,
dict
):
...
...
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