def run_single(train_files_glob, i): x_train, y_train = gen_vw.read_train_data(train_files_glob, i) x_test, y_test = gen_vw.read_test_data(train_files_glob, i) x_valid, y_valid = gen_vw.read_valid_data(train_files_glob, i) x = T.matrix("x") y = T.ivector("y") error = train_batch(x, y, x_train, y_train, x_valid, y_valid, x_test, y_test) return 1 - error
def run_single(train_files_glob, i): print '... reading' sys.stdout.flush() x_train, y_train = gen_vw.read_train_data(train_files_glob, i) x_test, y_test = gen_vw.read_test_data(train_files_glob, i) x_valid, y_valid = gen_vw.read_valid_data(train_files_glob, i) print '... reading done' sys.stdout.flush() x = T.matrix('x') y = T.ivector('y') error = train_batch(x, y, x_train, y_train, x_valid, y_valid, x_test, y_test) return 1 - error