commit
92b0c69946
@ -1,73 +0,0 @@
|
|||||||
# Copyright (c) 2016 PaddlePaddle Authors. All Rights Reserved
|
|
||||||
#
|
|
||||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
||||||
# you may not use this file except in compliance with the License.
|
|
||||||
# You may obtain a copy of the License at
|
|
||||||
#
|
|
||||||
# http://www.apache.org/licenses/LICENSE-2.0
|
|
||||||
#
|
|
||||||
# Unless required by applicable law or agreed to in writing, software
|
|
||||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
||||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
||||||
# See the License for the specific language governing permissions and
|
|
||||||
# limitations under the License.
|
|
||||||
|
|
||||||
import os
|
|
||||||
import errno
|
|
||||||
import uuid
|
|
||||||
|
|
||||||
import paddle.v2.master
|
|
||||||
|
|
||||||
__all__ = ["save_model", "load_model"]
|
|
||||||
|
|
||||||
trainer_id = str(uuid.uuid4())
|
|
||||||
|
|
||||||
|
|
||||||
def mkdir_p(path):
|
|
||||||
try:
|
|
||||||
os.makedirs(path)
|
|
||||||
except OSError as exc:
|
|
||||||
if exc.errno == errno.EEXIST and os.path.isdir(path):
|
|
||||||
pass
|
|
||||||
else:
|
|
||||||
raise
|
|
||||||
|
|
||||||
|
|
||||||
def save_model(parameters, path):
|
|
||||||
need_request = "KUBERNETES_SERVICE_HOST" in os.environ.keys()
|
|
||||||
|
|
||||||
if need_request:
|
|
||||||
# TODO(helin): figure out how MPI trains, since MPI only save
|
|
||||||
# model when trainer_id == "0", we can consolidate the logic
|
|
||||||
# here.
|
|
||||||
|
|
||||||
# TODO(helin): change this environment variable name from
|
|
||||||
# MASTER_IP to ETCD_IP
|
|
||||||
etcd_name = "MASTER_IP"
|
|
||||||
if etcd_name not in os.environ.keys():
|
|
||||||
raise Exception('not find ' + etcd_name +
|
|
||||||
' in environment variable.')
|
|
||||||
|
|
||||||
etcd_ip = os.environ.get(etcd_name)
|
|
||||||
client = paddle.v2.master.client("http://" + etcd_ip + ":2379", 5, 0)
|
|
||||||
r = client.request_save_model(trainer_id, 5000)
|
|
||||||
if r == 0:
|
|
||||||
# do not need to save
|
|
||||||
return
|
|
||||||
elif r < 0:
|
|
||||||
# error
|
|
||||||
return
|
|
||||||
else:
|
|
||||||
# save model
|
|
||||||
path = os.path.join(path, trainer_id)
|
|
||||||
path = os.path.join(path, "model.tar")
|
|
||||||
|
|
||||||
mkdir_p(path)
|
|
||||||
|
|
||||||
with open(path, 'wb') as f:
|
|
||||||
parameters.to_tar(f)
|
|
||||||
|
|
||||||
|
|
||||||
def load_model(parameters, path):
|
|
||||||
with open(path, 'rb') as f:
|
|
||||||
parameters.from_tar(f)
|
|
Loading…
Reference in new issue