change test file

eda/esmm/Model_pipline/submit.sh

@@ -5,4 +5,18 @@ MODEL_PATH=/srv/apps/ffm-baseline_git/eda/esmm/Model_pipline
 LOCAL_PATH=/home/gmuser/esmm
 HDFS_PATH=hdfs://172.16.32.4:8020/strategy/esmm
 
-/srv/envs/esmm/bin/python /srv/apps/ffm-baseline_git/tensnsorflow/multi.py
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+echo "rm model file"
+rm -r ${LOCAL_PATH}/model_ckpt/DeepCvrMTL/20*
+
+echo "train..."
+CLASSPATH="$(hadoop classpath --glob)" ${PYTHON_PATH} ${MODEL_PATH}/train.py --ctr_task_wgt=0.5 --learning_rate=0.0001 --deep_layers=512,256,128,64,32 --dropout=0.3,0.3,0.3,0.3,0.3 --optimizer=Adam --num_epochs=1 --embedding_size=16 --batch_size=10000 --field_size=15 --feature_size=600000 --l2_reg=0.005 --log_steps=100 --num_threads=36 --model_dir=${LOCAL_PATH}/model_ckpt/DeepCvrMTL/ --local_dir=${LOCAL_PATH} --task_type=train
+
+echo "infer native..."
+CLASSPATH="$(hadoop classpath --glob)" ${PYTHON_PATH} ${MODEL_PATH}/train.py --ctr_task_wgt=0.5 --learning_rate=0.0001 --deep_layers=512,256,128,64,32 --dropout=0.3,0.3,0.3,0.3,0.3 --optimizer=Adam --num_epochs=1 --embedding_size=16 --batch_size=10000 --field_size=15 --feature_size=600000 --l2_reg=0.005 --log_steps=100 --num_threads=36 --model_dir=${LOCAL_PATH}/model_ckpt/DeepCvrMTL/ --local_dir=${LOCAL_PATH}/native --hdfs_dir=${HDFS_PATH}/native --task_type=infer
+
+
+echo "infer nearby..."
+CLASSPATH="$(hadoop classpath --glob)" ${PYTHON_PATH} ${MODEL_PATH}/train.py --ctr_task_wgt=0.5 --learning_rate=0.0001 --deep_layers=512,256,128,64,32 --dropout=0.3,0.3,0.3,0.3,0.3 --optimizer=Adam --num_epochs=1 --embedding_size=16 --batch_size=10000 --field_size=15 --feature_size=600000 --l2_reg=0.005 --log_steps=100 --num_threads=36 --model_dir=${LOCAL_PATH}/model_ckpt/DeepCvrMTL/ --local_dir=${LOCAL_PATH}/nearby --hdfs_dir=${HDFS_PATH}/nearby --task_type=infer
+
+echo "sort and 2sql"
+${PYTHON_PATH} ${MODEL_PATH}/to_database.py
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