A traffic prediction demo for ASC17

Author: cxysteven

demo/traffic_prediction/data/get_data.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2016 Baidu, Inc. All Rights Reserved
+# Copyright (c) 2016 PaddlePaddle Authors, Inc. 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.
@@ -21,7 +21,7 @@ cd $DIR
 
 #download the dataset
 echo "Downloading traffic data..."
-wget http://paddlepaddle.bj.bcebos.com/demo/traffic/traffic_data.tar.gz
+wget http://paddlepaddle.cdn.bcebos.com/demo/traffic/traffic_data.tar.gz
 
 #extract package
 echo "Unzipping..."

demo/traffic_prediction/dataprovider.py

@@ -1,4 +1,4 @@
-# Copyright (c) 2016 Baidu, Inc. All Rights Reserved
+# Copyright (c) 2016 PaddlePaddle Authors, Inc. 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.
@@ -16,7 +16,7 @@
 import sys
 import numpy as np
 TERM_NUM = 24
-FORECASTING_NUM = 25
+FORECASTING_NUM = 24
 LABEL_VALUE_NUM = 4
 
 

demo/traffic_prediction/gen_result.py

@@ -1,4 +1,4 @@
-# Copyright (c) 2016 Baidu, Inc. All Rights Reserved
+# Copyright (c) 2016 PaddlePaddle Authors, Inc. 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.

demo/traffic_prediction/predict.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2016 Baidu, Inc. All Rights Reserved
+# Copyright (c) 2016 PaddlePaddle Authors, Inc. 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.

demo/traffic_prediction/train.sh

@@ -1,5 +1,5 @@
 #!/bin/bash
-# Copyright (c) 2016 Baidu, Inc. All Rights Reserved
+# Copyright (c) 2016 PaddlePaddle Authors, Inc. 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.
@@ -15,7 +15,6 @@
 set -e
 
 cfg=trainer_config.py
-#TRAINER_BIN="./paddle_trainer"
 paddle train \
   --config=$cfg \
   --save_dir=./output \
@@ -25,6 +24,4 @@ paddle train \
   --num_passes=10 \
   --use_gpu=false \
   --show_parameter_stats_period=3000 \
-  --test_wait=1
-  #--test_all_data_in_one_period=1 \
   2>&1 | tee 'train.log'

demo/traffic_prediction/trainer_config.py

@@ -1,4 +1,4 @@
-# Copyright (c) 2016 Baidu, Inc. All Rights Reserved
+# Copyright (c) 2016 PaddlePaddle Authors, Inc. 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.
@@ -22,7 +22,7 @@
     train_list=trn, test_list=tst, module="dataprovider", obj=process)
 ################################### Parameter Configuaration #######################################
 TERM_NUM = 24
-FORECASTING_NUM = 25
+FORECASTING_NUM = 24
 emb_size = 16
 batch_size = 128 if not is_predict else 1
 settings(