forked from mindspore-Ecosystem/mindspore
add hccl_config
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@ -60,14 +60,14 @@ Dataset used: [imagenet](http://www.image-net.org/)
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### Usage
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- Ascend: sh run_train.sh Ascend [DEVICE_NUM] [SERVER_IP(x.x.x.x)] [VISIABLE_DEVICES(0,1,2,3,4,5,6,7)] [DATASET_PATH] [CKPT_PATH]
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- Ascend: sh run_train.sh Ascend [DEVICE_NUM] [VISIABLE_DEVICES(0,1,2,3,4,5,6,7)] [MINDSPORE_HCCL_CONFIG_PATH] [DATASET_PATH] [CKPT_PATH]
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- GPU: sh run_trian.sh GPU [DEVICE_NUM] [VISIABLE_DEVICES(0,1,2,3,4,5,6,7)] [DATASET_PATH]
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### Launch
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```
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# training example
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Ascend: sh run_train.sh Ascend 8 192.168.0.1 0,1,2,3,4,5,6,7 ~/imagenet/train/ mobilenet_199.ckpt
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Ascend: sh run_train.sh Ascend 8 0,1,2,3,4,5,6,7 hccl_config.json ~/imagenet/train/ mobilenet_199.ckpt
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GPU: sh run_train.sh GPU 8 0,1,2,3,4,5,6,7 ~/imagenet/train/
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```
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@ -22,14 +22,16 @@ run_ascend()
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exit 1
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fi
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if [ ! -d $5 ]
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if [ ! -d $5 ] && [ ! -f $5 ]
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then
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echo "error: DATASET_PATH=$5 is not a directory"
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echo "error: DATASET_PATH=$5 is not a directory or file"
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exit 1
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fi
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BASEPATH=$(cd "`dirname $0`" || exit; pwd)
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export PYTHONPATH=${BASEPATH}:$PYTHONPATH
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export MINDSPORE_HCCL_CONFIG_PATH=$4
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export RANK_TABLE_FILE=$4
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if [ -d "../train" ];
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then
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rm -rf ../train
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@ -38,8 +40,7 @@ run_ascend()
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cd ../train || exit
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python ${BASEPATH}/../src/launch.py \
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--nproc_per_node=$2 \
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--visible_devices=$4 \
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--server_id=$3 \
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--visible_devices=$3 \
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--training_script=${BASEPATH}/../train.py \
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--dataset_path=$5 \
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--pre_trained=$6 \
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@ -80,7 +81,7 @@ run_gpu()
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if [ $# -gt 6 ] || [ $# -lt 4 ]
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then
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echo "Usage:\n \
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Ascend: sh run_train.sh Ascend [DEVICE_NUM] [SERVER_IP(x.x.x.x)] [VISIABLE_DEVICES(0,1,2,3,4,5,6,7)] [DATASET_PATH] [CKPT_PATH]\n \
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Ascend: sh run_train.sh Ascend [DEVICE_NUM] [VISIABLE_DEVICES(0,1,2,3,4,5,6,7)] [MINDSPORE_HCCL_CONFIG_PATH] [DATASET_PATH] [CKPT_PATH]\n \
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GPU: sh run_train.sh GPU [DEVICE_NUM] [VISIABLE_DEVICES(0,1,2,3,4,5,6,7)] [DATASET_PATH]\n \
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"
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exit 1
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@ -15,7 +15,6 @@
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"""launch train script"""
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import os
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import sys
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import json
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import subprocess
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import shutil
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from argparse import ArgumentParser
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@ -42,8 +41,6 @@ def parse_args():
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"each process can be bound to a single D.")
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parser.add_argument("--visible_devices", type=str, default="0,1,2,3,4,5,6,7",
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help="will use the visible devices sequentially")
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parser.add_argument("--server_id", type=str, default="",
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help="server ip")
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parser.add_argument("--training_script", type=str,
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help="The full path to the single D training "
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"program/script to be launched in parallel, "
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@ -63,66 +60,6 @@ def main():
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assert os.path.isfile(args.training_script)
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assert len(visible_devices) >= args.nproc_per_node
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print('visible_devices:{}'.format(visible_devices))
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if not args.server_id:
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print('pleaser input server ip!!!')
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exit(0)
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print('server_id:{}'.format(args.server_id))
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# construct hccn_table
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hccn_configs = open('/etc/hccn.conf', 'r').readlines()
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device_ips = {}
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for hccn_item in hccn_configs:
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hccn_item = hccn_item.strip()
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if hccn_item.startswith('address_'):
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device_id, device_ip = hccn_item.split('=')
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device_id = device_id.split('_')[1]
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device_ips[device_id] = device_ip
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print('device_id:{}, device_ip:{}'.format(device_id, device_ip))
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hccn_table = {}
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hccn_table['board_id'] = '0x0000'
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hccn_table['chip_info'] = '910'
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hccn_table['deploy_mode'] = 'lab'
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hccn_table['group_count'] = '1'
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hccn_table['group_list'] = []
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instance_list = []
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usable_dev = ''
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for instance_id in range(args.nproc_per_node):
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instance = {}
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instance['devices'] = []
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device_id = visible_devices[instance_id]
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device_ip = device_ips[device_id]
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usable_dev += str(device_id)
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instance['devices'].append({
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'device_id': device_id,
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'device_ip': device_ip,
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})
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instance['rank_id'] = str(instance_id)
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instance['server_id'] = args.server_id
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instance_list.append(instance)
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hccn_table['group_list'].append({
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'device_num': str(args.nproc_per_node),
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'server_num': '1',
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'group_name': '',
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'instance_count': str(args.nproc_per_node),
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'instance_list': instance_list,
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})
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hccn_table['para_plane_nic_location'] = 'device'
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hccn_table['para_plane_nic_name'] = []
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for instance_id in range(args.nproc_per_node):
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eth_id = visible_devices[instance_id]
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hccn_table['para_plane_nic_name'].append('eth{}'.format(eth_id))
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hccn_table['para_plane_nic_num'] = str(args.nproc_per_node)
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hccn_table['status'] = 'completed'
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# save hccn_table to file
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table_path = os.getcwd()
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if not os.path.exists(table_path):
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os.mkdir(table_path)
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table_fn = os.path.join(table_path,
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'rank_table_{}p_{}_{}.json'.format(args.nproc_per_node, usable_dev, args.server_id))
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with open(table_fn, 'w') as table_fp:
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json.dump(hccn_table, table_fp, indent=4)
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sys.stdout.flush()
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# spawn the processes
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processes = []
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@ -137,9 +74,6 @@ def main():
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device_dir = os.path.join(cur_path, 'device{}'.format(rank_id))
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env['RANK_ID'] = str(rank_id)
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env['DEVICE_ID'] = str(device_id)
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if args.nproc_per_node > 1:
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env['MINDSPORE_HCCL_CONFIG_PATH'] = table_fn
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env['RANK_TABLE_FILE'] = table_fn
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if os.path.exists(device_dir):
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shutil.rmtree(device_dir)
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os.mkdir(device_dir)
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