treelstm-code-generation/experiment_django.py at master · tsdaemon/treelstm-code-generation · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
import subprocess


if __name__ == '__main__':
    # with unary closures
    # subprocess.run("python main.py -dataset django -cuda -syntax dependency "
    #                "-output_dir ./results/django/unary_closures/dependency "
    #                "-batch_size 50 "
    #                "-unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)

    # subprocess.run("python main.py -dataset django -cuda -syntax pcfg "
    #                "-output_dir ./results/django/unary_closures/pcfg "
    #                "-batch_size 50 "
    #                "-unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)

    # subprocess.run("python main.py -dataset django -cuda -syntax ccg "
    #                "-output_dir ./results/django/unary_closures/ccg "
    #                "-batch_size 50 "
    #                "-unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)
    #
    # subprocess.run("python main.py -dataset django -cuda -encoder bi-lstm-dropout "
    #                "-output_dir ./results/django/unary_closures/bilstm "
    #                "-batch_size 50 "
    #                "-unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)

    # without unary closures
    # subprocess.run("python main.py -dataset django -cuda -syntax dependency "
    #                "-output_dir ./results/django/no_unary_closures/dependency "
    #                "-batch_size 50 "
    #                "-no_unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)

    # subprocess.run("python main.py -dataset django -cuda -syntax pcfg "
    #                "-output_dir ./results/django/no_unary_closures/pcfg "
    #                "-batch_size 50 "
    #                "-no_unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)

    # subprocess.run("python main.py -dataset django -cuda -syntax ccg "
    #                "-output_dir ./results/django/no_unary_closures/ccg "
    #                "-batch_size 50 "
    #                "-no_unary_closures "
    #                "-decode_max_time_step 100 "
    #                "-max_example_action_num 100 "
    #                "-data_dir ./preprocessed/django", shell=True)
    #
    subprocess.run("python main.py -dataset django -cuda -encoder bi-lstm-dropout "
                   "-syntax dependency "
                   "-output_dir ./results/django/final/bilstm "
                   "-batch_size 50 "
                   "-no_unary_closures "
                   "-decode_max_time_step 100 "
                   "-max_example_action_num 100 "
                   "-data_dir ./preprocessed/django", shell=True)