from editor_code.copy_editor.edit_training_run import EditTrainingRuns
print os.environ['COPY_EDIT_DATA']
#no-profile
profile = False
runs = EditTrainingRuns()
config = Config.from_file('editor_code/configs/editor/github_s2s.txt')
run = runs.new(config)
if profile:
from gtd.chrono import Profiling, Profiler
profiler = Profiler.default()
import editor_code.copy_editor.retriever
import editor_code.copy_editor.editor
profiler.add_module(editor_code.copy_editor.editor)
profiler.add_module(editor_code.copy_editor.retriever)
Profiling.start()
run.train()
Profiler.report(profiler) # prints out report
else:
run.train()
#runs = EditTrainingRuns()
#config = Config.from_file('editor_code/configs/editor/default.txt')
#run = runs.new(config)
#run.train()
run.metadata['host'] = socket.gethostname()
# start training
run.workspace.add_file('stdout', 'stdout.txt')
run.workspace.add_file('stderr', 'stderr.txt')
run.workspace.add_file('command', 'command.txt')
with open(run.workspace.command, 'a') as fout:
fout.write(str(sys.argv))
if args.comment:
run.workspace.add_file('comment', 'comment.txt')
with open(run.workspace.comment, 'a') as fout:
fout.write(str(args.comment))
if args.profile:
from gtd.chrono import Profiling, Profiler
profiler = Profiler.default()
# To profile a class, do something like
# import phrasenode.foo
# profiler.add_module(phrasenode.foo)
Profiling.start()
with save_stdout(run.workspace.root):
try:
run.load_latest_model()
run.train()
finally:
run.close()
if args.profile:
Profiling.report()