can't get output : results\models (train the model ) #13
Description
i run this command (myenv) C:\Users\30863\Function-level-Vulnerability-Detection-master\Function-level-Vulnerability-Detection-master>python main.py --config config\config.yaml --data_dir C:\Users\30863\TotalSource\C --embedding elmo ,process(training ) is automatically terminated . could you help me..
My Log
Using TensorFlow backend.
[INFO] Start training process....
[INFO] Loading data from C:\Users\30863\Function-level-Vulnerability-Detection-master\Function-level-Vulnerability-Detection-master\C:\Users\30863\TotalSource\C....
[INFO] The length of the loaded data list is : 3763
[INFO] Applying ELMo model!
[INFO] Setting padding length 1000 for ELMo model. Each textual sequence contains 1000 elements.
[INFO] Patition the data ....
[INFO] Data processing completed!
[INFO] -------------------------------------------------------
[INFO] There are 2408 total samples in the training set. 2394 vulnerable samples.
[INFO] There are 602 total samples in the validation set. 601 vulnerable samples.
[INFO] -------------------------------------------------------
2022-08-02 11:53:41.457219: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX AVX2
[INFO] No GPU detected.
[INFO] Using CPU for training. It may take considerable time!
[INFO] Loading the elmo model.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:74: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
2022-08-02 11:53:42.445827: W tensorflow/core/graph/graph_constructor.cc:1491] Importing a graph with a lower producer version 26 into an existing graph with producer version 134. Shape inference will have run different parts of the graph with different producer versions.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use rate instead of keep_prob. Rate should be set to rate = 1 - keep_prob.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use rate instead of keep_prob. Rate should be set to rate = 1 - keep_prob.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\tensorflow_core\python\ops\nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\tensorflow_core\python\ops\nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
Layer (type) Output Shape Param #
input_1 (InputLayer) (None, None) 0
lambda_1 (Lambda) (None, None, 1024) 0
bidirectional_1 (Bidirection (None, None, 256) 1180672
bidirectional_2 (Bidirection (None, None, 256) 394240
global_max_pooling1d_1 (Glob (None, 256) 0
dropout_1 (Dropout) (None, 256) 0
dense_1 (Dense) (None, 64) 16448
dense_2 (Dense) (None, 1) 65
Total params: 1,591,425
Trainable params: 1,591,425
Non-trainable params: 0
[INFO] Model structure loaded.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:95: The name tf.reset_default_graph is deprecated. Please use tf.compat.v1.reset_default_graph instead.
WARNING:tensorflow:From C:\Users\30863\Anaconda3\envs\myenv\lib\site-packages\keras\backend\tensorflow_backend.py:95: The name tf.reset_default_graph is deprecated. Please use tf.compat.v1.reset_default_graph instead.