未验证 提交 63693562 编写于 作者: H Hongyu Li 提交者: GitHub

Merge pull request #2151 from zhengya01/ce_reading_comprehension

Ce reading comprehension
#!/bin/bash
train(){
python -u run.py \
--pass_num 1 \
--learning_rate 0.001 \
--batch_size 8 \
--embed_size 300 \
--hidden_size 150 \
--max_p_num 5 \
--max_p_len 500 \
--max_q_len 60 \
--max_a_len 200 \
--enable_ce \
--train
}
cudaid=${single:=0} # use 0-th card as default
export CUDA_VISIBLE_DEVICES=$cudaid
train | python _ce.py
cudaid=${multi:=0,1,2,3} # use 0,1,2,3 card as default
export CUDA_VISIBLE_DEVICES=$cudaid
train | python _ce.py
####this file is only used for continuous evaluation test!
import os
import sys
sys.path.append(os.environ['ceroot'])
from kpi import CostKpi, DurationKpi, AccKpi
#### NOTE kpi.py should shared in models in some way!!!!
train_cost_card1_kpi = CostKpi('train_cost_card1', 0.01, 0, actived=True)
test_cost_card1_kpi = CostKpi('test_cost_card1', 0.01, 0, actived=True)
train_duration_card1_kpi = DurationKpi(
'train_duration_card1', 0.06, 0, actived=True)
train_cost_card4_kpi = CostKpi('train_cost_card4', 0.01, 0, actived=True)
test_cost_card4_kpi = CostKpi('test_cost_card4', 0.01, 0, actived=True)
train_duration_card4_kpi = DurationKpi(
'train_duration_card4', 0.06, 0, actived=True)
tracking_kpis = [
train_cost_card1_kpi,
test_cost_card1_kpi,
train_duration_card1_kpi,
train_cost_card4_kpi,
test_cost_card4_kpi,
train_duration_card4_kpi,
]
def parse_log(log):
'''
This method should be implemented by model developers.
The suggestion:
each line in the log should be key, value, for example:
"
train_cost\t1.0
test_cost\t1.0
train_cost\t1.0
train_cost\t1.0
train_acc\t1.2
"
'''
for line in log.split('\n'):
fs = line.strip().split('\t')
print(fs)
if len(fs) == 3 and fs[0] == 'kpis':
print("-----%s" % fs)
kpi_name = fs[1]
kpi_value = float(fs[2])
yield kpi_name, kpi_value
def log_to_ce(log):
kpi_tracker = {}
for kpi in tracking_kpis:
kpi_tracker[kpi.name] = kpi
for (kpi_name, kpi_value) in parse_log(log):
print(kpi_name, kpi_value)
kpi_tracker[kpi_name].add_record(kpi_value)
kpi_tracker[kpi_name].persist()
if __name__ == '__main__':
log = sys.stdin.read()
print("*****")
print(log)
print("****")
log_to_ce(log)
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