DrawML Object Code Specification

DrawML Object Code Specification

Object Code

Name	Code type	Task Type
data preprocessing	default	data processing task
convolution neural network	train	tensorflow train task
linear regression	train	tensorflow train task
logistic regression	train	tensorflow train task
neural network	train	tensorflow train task
polynomial regression	train	tensorflow train task
recurrent neural network	train	tensorflow train task
softmax regression	train	tensorflow train task
convolution neural network	test	tensorflow test task
linear regression	test	tensorflow test task
logistic regression	test	tensorflow test task
neural network	test	tensorflow test task
polynomial regression	test	tensorflow test task
recurrent neural network	test	tensorflow test task
softmax regression	test	tensorflow test task

Task Type

Name	System arguments
data proprocessing task	num_of_data_file(N), data_file_path1, ... , data_file_pathN, result_file_path
tensorflow train task	data_file_path, session_file_path for store, result_file_path
tensorflow test task	data_file_path, session_file_path for load, result_file_path

File Type

Name	Data Type	Description
Code File	Text	Object Code / Executable Code
Data File	Text	Data for data processing / training / testing
Result File	Text	Processed data / Training Result / Testing Result
Session File	Binary	Trained Model (.ckpt created by tensorflow)