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OpenDAS
ColossalAI
Commits
c7c224ee
Commit
c7c224ee
authored
Apr 02, 2022
by
Ziheng Qin
Committed by
binmakeswell
Apr 06, 2022
Browse files
[NFC] polish colossalai/builder/pipeline.py code style (#638)
parent
10591ecd
Changes
1
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1 changed file
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6 additions
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3 deletions
+6
-3
colossalai/builder/pipeline.py
colossalai/builder/pipeline.py
+6
-3
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colossalai/builder/pipeline.py
View file @
c7c224ee
import
copy
import
heapq
from
colossalai.builder
import
build_model
,
build_layer
from
colossalai.context.parallel_mode
import
ParallelMode
from
colossalai.core
import
global_context
as
gpc
...
...
@@ -40,6 +39,7 @@ def _binary_partition(weights, st, ed):
def
_heap_addition
(
weights
,
intervals
,
add_cnt
):
"""
"""
def
_heap_push
(
heap
,
st
,
ed
):
value
=
weights
[
ed
-
1
]
if
st
>
0
:
...
...
@@ -162,7 +162,10 @@ def count_layer_params(layers):
return
param_counts
def
build_pipeline_model_from_cfg
(
config
,
num_chunks
:
int
=
1
,
partition_method
:
str
=
'parameter'
,
verbose
:
bool
=
False
):
def
build_pipeline_model_from_cfg
(
config
,
num_chunks
:
int
=
1
,
partition_method
:
str
=
'parameter'
,
verbose
:
bool
=
False
):
"""An initializer to split the model into different stages for pipeline parallelism.
An example for the model config is shown below. The class VisionTransformerFromConfig should
...
...
@@ -218,7 +221,7 @@ def build_pipeline_model_from_cfg(config, num_chunks: int = 1, partition_method:
log_str
+=
f
'
\n
===== stage=
{
stage
}
, layers=
{
num_layers
}
=====
\n
'
for
st
,
ed
in
parts
[
stage
]:
for
idx
,
layer
in
enumerate
(
layers
[
st
:
ed
]):
for
idx
,
layer
in
enumerate
(
layers
[
st
:
ed
]):
log_str
+=
f
'
\t
{
idx
+
st
:
2
d
}
:
{
layer
}
\n
'
logger
.
info
(
log_str
,
ranks
=
[
0
])
...
...
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