You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
73 lines
1.7 KiB
73 lines
1.7 KiB
#!/bin/bash
|
|
# Copyright 2020 Huawei Technologies Co., Ltd
|
|
#
|
|
# 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.
|
|
# ============================================================================
|
|
|
|
if [ $# != 2 ]
|
|
then
|
|
echo "Usage: sh run_standalone_train.sh [DATASET_PATH] [PRETRAINED_BACKBONE]"
|
|
exit 1
|
|
fi
|
|
|
|
get_real_path(){
|
|
if [ "${1:0:1}" == "/" ]; then
|
|
echo "$1"
|
|
else
|
|
echo "$(realpath -m $PWD/$1)"
|
|
fi
|
|
}
|
|
|
|
DATASET_PATH=$(get_real_path $1)
|
|
echo $DATASET_PATH
|
|
PRETRAINED_BACKBONE=$(get_real_path $2)
|
|
echo $PRETRAINED_BACKBONE
|
|
|
|
if [ ! -d $DATASET_PATH ]
|
|
then
|
|
echo "error: DATASET_PATH=$DATASET_PATH is not a directory"
|
|
exit 1
|
|
fi
|
|
|
|
if [ ! -f $PRETRAINED_BACKBONE ]
|
|
then
|
|
echo "error: PRETRAINED_PATH=$PRETRAINED_BACKBONE is not a file"
|
|
exit 1
|
|
fi
|
|
|
|
export DEVICE_NUM=1
|
|
export DEVICE_ID=0
|
|
export RANK_ID=0
|
|
export RANK_SIZE=1
|
|
|
|
if [ -d "train" ];
|
|
then
|
|
rm -rf ./train
|
|
fi
|
|
mkdir ./train
|
|
cp ../*.py ./train
|
|
cp -r ../src ./train
|
|
cd ./train || exit
|
|
echo "start training for device $DEVICE_ID"
|
|
env > env.log
|
|
|
|
python train.py \
|
|
--data_dir=$DATASET_PATH \
|
|
--pretrained_backbone=$PRETRAINED_BACKBONE \
|
|
--is_distributed=0 \
|
|
--lr=0.1 \
|
|
--T_max=320 \
|
|
--max_epoch=320 \
|
|
--warmup_epochs=4 \
|
|
--lr_scheduler=cosine_annealing > log.txt 2>&1 &
|
|
cd .. |