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Fix some bugs. #2

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Fix some bugs. #2

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2 changes: 1 addition & 1 deletion README
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
## DeepFuzz

* run.sh is used to crawl training data from gcc.
* pre.py is used to prepare training data.
* prepare.py is used to prepare training data.
* train.py is used to train a s2s model.
* generate.py is used to generate new programs with trained model.
5 changes: 3 additions & 2 deletions generate.py
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Expand Up @@ -8,6 +8,7 @@
import pdb
import os
import preprocess as pp
import random

latent_dim = 512 # Latent dimensionality of the encoding space.
num_samples = 2000000 # Number of samples to train on.
Expand Down Expand Up @@ -53,7 +54,7 @@
input_token_index = dict(
[(char, i) for i, char in enumerate(input_characters)])
target_token_index = dict(
[(char, i) for i, char in enumerate(target_characqaters)])
[(char, i) for i, char in enumerate(target_characters)])

encoder_input_data = np.zeros(
(len(input_texts), max_encoder_seq_length, num_encoder_tokens),
Expand Down Expand Up @@ -296,7 +297,7 @@ def generate():
continue
total_count += 1
text = synthesis(text, 'g1', 'nosample')
is_valid = verify_correctness(text, file, 'deepfuzz_g1_nosample')
is_valid = pp.verify_correctness(text, file, 'deepfuzz_g1_nosample')
if (is_valid):
syntax_valid_count += 1
except:
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39 changes: 0 additions & 39 deletions pre.py
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10 changes: 5 additions & 5 deletions prepare.py
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Expand Up @@ -12,11 +12,11 @@ def generate_training_data(text):
sentences = []
next_chars = []
for i in range(0, len(text) - maxlen - 1):
sentences.append(text[i: i + maxlen])
next_chars.append(text[i + maxlen])
sentences[i] = re.sub(r'[\n\t]',' ', sentences[i])
next_chars[i] = re.sub(r'[\n\t]',' ', next_chars[i])
print(sentences[i] + "\t" + next_chars[i])
sentences.append(text[i: i + maxlen])
next_chars.append(text[i + maxlen])
sentences[i] = re.sub(r'[\n\t]',' ', sentences[i])
next_chars[i] = re.sub(r'[\n\t]',' ', next_chars[i])
print(sentences[i] + "\t" + next_chars[i], file=open('pair', 'a+', encoding='iso-8859-1'))

path = './gcc/gcc/testsuite'
files = []
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