from dataset import Dataset


# beautiful code

def get_dataset(name, deterministic=False, with_to_masks=False):
    if name == 'iPER':
        return Dataset(
            'iPER',
            persondepth=2,
            joint_order=['neck', 'nose', 'lsho', 'lelb', 'lwri', 'lhip', 'lkne', 'lank', 'rsho', 'relb', 'rwri', 'rhip',
                         'rkne', 'rank', 'leye', 'lear', 'reye', 'rear', 'pelv'],
            valid=['001-14', '001-16', '001-2', '001-21', '001-29', '001-4', '001-5', '001-6', '004-2', '006-1',
                   '009-4', '009-7', '012-1', '015-2', '015-3', '018-1', '019-1', '019-3', '021-1', '024-2', '028-1'],
            test=['001-11', '001-18', '001-19', '001-31', '001-9', '004-1', '007-1', '009-5', '010-1', '010-2', '010-3',
                  '011-1', '012-2', '017-1', '019-2', '023-3', '024-7', '024-8', '025-1', '026-1', '029-1'],
            deterministic=deterministic,
            with_to_masks=with_to_masks
        )
    if name == 'fashion3d':
        return Dataset(
            'fashion3d',
            persondepth=4,
            joint_order=['neck', 'nose', 'lsho', 'lelb', 'lwri', 'lhip', 'lkne', 'lank', 'rsho', 'relb', 'rwri', 'rhip',
                         'rkne', 'rank', 'leye', 'lear', 'reye', 'rear', 'pelv'],
            valid=['WOMEN-Denim-id_00001367-03', 'MEN-Pants-id_00002295-03', 'WOMEN-Graphic_Tees-id_00003170-01',
                   'WOMEN-Dresses-id_00003182-03', 'WOMEN-Tees_Tanks-id_00004231-04', 'WOMEN-Dresses-id_00004874-01',
                   'WOMEN-Shorts-id_00003092-01', 'WOMEN-Leggings-id_00001780-01', 'WOMEN-Pants-id_00006557-03',
                   'WOMEN-Tees_Tanks-id_00003173-01', 'MEN-Tees_Tanks-id_00007553-04', 'MEN-Tees_Tanks-id_00004740-08',
                   'WOMEN-Tees_Tanks-id_00007949-04', 'WOMEN-Dresses-id_00006925-04', 'MEN-Shorts-id_00001350-01',
                   'WOMEN-Sweaters-id_00005010-03', 'WOMEN-Skirts-id_00007142-03', 'WOMEN-Sweaters-id_00000739-01',
                   'WOMEN-Shorts-id_00007114-02', 'WOMEN-Dresses-id_00004927-01', 'WOMEN-Tees_Tanks-id_00000990-02',
                   'WOMEN-Dresses-id_00001286-04', 'MEN-Sweaters-id_00001462-03', 'WOMEN-Dresses-id_00002549-03',
                   'WOMEN-Dresses-id_00003742-02', 'WOMEN-Sweaters-id_00000964-06', 'WOMEN-Skirts-id_00004947-02',
                   'WOMEN-Skirts-id_00006881-02', 'WOMEN-Blouses_Shirts-id_00000542-03',
                   'WOMEN-Tees_Tanks-id_00003770-04', 'WOMEN-Graphic_Tees-id_00006671-01',
                   'WOMEN-Dresses-id_00004841-02', 'WOMEN-Pants-id_00002329-03', 'WOMEN-Dresses-id_00001759-04',
                   'WOMEN-Tees_Tanks-id_00007616-01', 'WOMEN-Sweaters-id_00007927-03', 'MEN-Pants-id_00006535-05',
                   'WOMEN-Blouses_Shirts-id_00005879-01', 'MEN-Shirts_Polos-id_00004348-04',
                   'WOMEN-Blouses_Shirts-id_00006389-05', 'WOMEN-Tees_Tanks-id_00007185-02',
                   'WOMEN-Dresses-id_00001374-02', 'MEN-Pants-id_00006688-11', 'WOMEN-Tees_Tanks-id_00004300-06',
                   'WOMEN-Blouses_Shirts-id_00005227-01', 'WOMEN-Tees_Tanks-id_00003247-01',
                   'WOMEN-Blouses_Shirts-id_00004164-03', 'WOMEN-Shorts-id_00004949-02', 'WOMEN-Dresses-id_00001458-05',
                   'WOMEN-Shorts-id_00004177-01', 'WOMEN-Pants-id_00003919-02', 'WOMEN-Jackets_Coats-id_00004718-01',
                   'WOMEN-Sweaters-id_00005836-03', 'WOMEN-Tees_Tanks-id_00003917-73', 'WOMEN-Shorts-id_00003208-04',
                   'WOMEN-Tees_Tanks-id_00006943-08', 'WOMEN-Graphic_Tees-id_00003189-01',
                   'WOMEN-Blouses_Shirts-id_00005774-02', 'MEN-Jackets_Vests-id_00001903-03',
                   'WOMEN-Dresses-id_00003529-02', 'WOMEN-Sweatshirts_Hoodies-id_00000612-01',
                   'WOMEN-Tees_Tanks-id_00005085-19', 'WOMEN-Blouses_Shirts-id_00006568-01',
                   'WOMEN-Dresses-id_00002998-03', 'MEN-Tees_Tanks-id_00000755-05', 'WOMEN-Sweaters-id_00006483-13',
                   'WOMEN-Pants-id_00006889-02', 'WOMEN-Blouses_Shirts-id_00001930-01', 'WOMEN-Dresses-id_00006909-01',
                   'WOMEN-Blouses_Shirts-id_00003840-01', 'WOMEN-Tees_Tanks-id_00006863-57',
                   'WOMEN-Dresses-id_00006993-03', 'WOMEN-Blouses_Shirts-id_00002771-03',
                   'MEN-Tees_Tanks-id_00002638-12', 'WOMEN-Cardigans-id_00007543-06',
                   'MEN-Sweatshirts_Hoodies-id_00007717-01', 'WOMEN-Dresses-id_00004203-04',
                   'WOMEN-Shorts-id_00000580-02', 'WOMEN-Tees_Tanks-id_00004593-04',
                   'WOMEN-Graphic_Tees-id_00003072-04', 'WOMEN-Jackets_Coats-id_00002609-02',
                   'WOMEN-Rompers_Jumpsuits-id_00004175-02', 'WOMEN-Tees_Tanks-id_00005759-01',
                   'WOMEN-Jackets_Coats-id_00003858-06', 'WOMEN-Dresses-id_00007340-01', 'MEN-Pants-id_00006039-01',
                   'WOMEN-Tees_Tanks-id_00002415-04', 'WOMEN-Rompers_Jumpsuits-id_00007978-06',
                   'WOMEN-Pants-id_00004163-04', 'WOMEN-Tees_Tanks-id_00006674-03', 'WOMEN-Pants-id_00006268-01',
                   'MEN-Tees_Tanks-id_00002163-05', 'WOMEN-Sweaters-id_00007221-12', 'WOMEN-Shorts-id_00004797-01',
                   'WOMEN-Tees_Tanks-id_00002885-08', 'WOMEN-Graphic_Tees-id_00000420-01',
                   'WOMEN-Jackets_Coats-id_00006396-02', 'WOMEN-Pants-id_00000053-02',
                   'WOMEN-Blouses_Shirts-id_00006858-02', 'WOMEN-Skirts-id_00002686-02',
                   'WOMEN-Tees_Tanks-id_00001848-04', 'WOMEN-Skirts-id_00007020-01', 'WOMEN-Shorts-id_00000596-05',
                   'WOMEN-Sweaters-id_00003726-05', 'WOMEN-Tees_Tanks-id_00002054-04', 'MEN-Tees_Tanks-id_00004117-01',
                   'WOMEN-Shorts-id_00003681-06', 'MEN-Sweatshirts_Hoodies-id_00005799-07',
                   'WOMEN-Sweatshirts_Hoodies-id_00004843-02', 'WOMEN-Pants-id_00000029-04', 'MEN-Pants-id_00005468-05',
                   'WOMEN-Blouses_Shirts-id_00003854-02', 'WOMEN-Dresses-id_00004796-07',
                   'WOMEN-Blouses_Shirts-id_00000243-01', 'WOMEN-Blouses_Shirts-id_00005815-06',
                   'WOMEN-Shorts-id_00007680-03', 'WOMEN-Shorts-id_00007115-01', 'WOMEN-Tees_Tanks-id_00007914-10',
                   'WOMEN-Skirts-id_00003782-10', 'MEN-Tees_Tanks-id_00002234-09',
                   'WOMEN-Rompers_Jumpsuits-id_00007690-02', 'WOMEN-Sweaters-id_00004244-04',
                   'WOMEN-Dresses-id_00003473-02', 'WOMEN-Blouses_Shirts-id_00006044-03',
                   'WOMEN-Leggings-id_00002459-01', 'WOMEN-Rompers_Jumpsuits-id_00001128-02',
                   'WOMEN-Tees_Tanks-id_00002387-02', 'WOMEN-Blouses_Shirts-id_00005873-02',
                   'WOMEN-Leggings-id_00002117-03', 'WOMEN-Tees_Tanks-id_00003119-01',
                   'WOMEN-Tees_Tanks-id_00002678-46', 'WOMEN-Tees_Tanks-id_00005269-07',
                   'WOMEN-Tees_Tanks-id_00003312-02', 'WOMEN-Dresses-id_00006323-02',
                   'WOMEN-Blouses_Shirts-id_00005819-01', 'WOMEN-Jackets_Coats-id_00007921-01',
                   'WOMEN-Jackets_Coats-id_00006935-01', 'WOMEN-Dresses-id_00007265-02', 'WOMEN-Shorts-id_00000577-02',
                   'WOMEN-Dresses-id_00006981-02', 'WOMEN-Skirts-id_00003316-06', 'WOMEN-Tees_Tanks-id_00007601-03',
                   'WOMEN-Tees_Tanks-id_00002904-03', 'WOMEN-Dresses-id_00006369-02',
                   'WOMEN-Blouses_Shirts-id_00000581-02', 'WOMEN-Blouses_Shirts-id_00002687-04',
                   'MEN-Pants-id_00005213-06', 'MEN-Tees_Tanks-id_00003058-01', 'WOMEN-Tees_Tanks-id_00001025-01',
                   'MEN-Pants-id_00006428-01', 'WOMEN-Blouses_Shirts-id_00006670-12',
                   'WOMEN-Blouses_Shirts-id_00006922-02', 'WOMEN-Pants-id_00001597-03', 'WOMEN-Sweaters-id_00007807-05',
                   'WOMEN-Dresses-id_00006040-01', 'WOMEN-Tees_Tanks-id_00005958-02', 'WOMEN-Tees_Tanks-id_00004498-05',
                   'WOMEN-Sweaters-id_00003149-01', 'MEN-Jackets_Vests-id_00007564-01',
                   'WOMEN-Tees_Tanks-id_00001743-02', 'WOMEN-Leggings-id_00006904-04',
                   'WOMEN-Tees_Tanks-id_00000736-04', 'WOMEN-Pants-id_00000460-01',
                   'WOMEN-Rompers_Jumpsuits-id_00001974-01', 'WOMEN-Shorts-id_00002355-02',
                   'WOMEN-Tees_Tanks-id_00003950-07', 'WOMEN-Blouses_Shirts-id_00003711-02',
                   'WOMEN-Tees_Tanks-id_00006546-28', 'MEN-Shorts-id_00003553-01', 'MEN-Tees_Tanks-id_00004698-03',
                   'WOMEN-Dresses-id_00002863-02', 'WOMEN-Tees_Tanks-id_00005727-02',
                   'WOMEN-Blouses_Shirts-id_00003142-04', 'WOMEN-Dresses-id_00007249-02',
                   'WOMEN-Dresses-id_00006069-02', 'WOMEN-Skirts-id_00003513-07', 'WOMEN-Blouses_Shirts-id_00003155-01',
                   'WOMEN-Cardigans-id_00002952-02', 'WOMEN-Tees_Tanks-id_00005203-01', 'MEN-Shorts-id_00003668-01',
                   'WOMEN-Rompers_Jumpsuits-id_00001068-06', 'MEN-Tees_Tanks-id_00002638-03',
                   'WOMEN-Blouses_Shirts-id_00006213-02', 'WOMEN-Pants-id_00001880-03', 'MEN-Tees_Tanks-id_00004648-01',
                   'WOMEN-Blouses_Shirts-id_00001033-01', 'WOMEN-Shorts-id_00006461-01', 'WOMEN-Dresses-id_00001064-06',
                   'WOMEN-Tees_Tanks-id_00006242-01', 'WOMEN-Tees_Tanks-id_00006809-07',
                   'WOMEN-Tees_Tanks-id_00002924-02', 'WOMEN-Sweaters-id_00003190-08', 'MEN-Pants-id_00001351-01',
                   'MEN-Sweatshirts_Hoodies-id_00003153-01', 'WOMEN-Pants-id_00004323-02',
                   'WOMEN-Blouses_Shirts-id_00002438-02', 'MEN-Jackets_Vests-id_00005943-01',
                   'WOMEN-Rompers_Jumpsuits-id_00002856-01', 'WOMEN-Sweaters-id_00005009-02',
                   'WOMEN-Dresses-id_00007140-01', 'WOMEN-Dresses-id_00004241-04', 'WOMEN-Dresses-id_00005768-16',
                   'WOMEN-Dresses-id_00002756-01', 'WOMEN-Denim-id_00002285-02', 'WOMEN-Shorts-id_00005498-06',
                   'WOMEN-Tees_Tanks-id_00007777-04', 'WOMEN-Skirts-id_00007789-01',
                   'WOMEN-Blouses_Shirts-id_00007713-03', 'MEN-Shirts_Polos-id_00004568-03',
                   'WOMEN-Shorts-id_00002197-02', 'WOMEN-Tees_Tanks-id_00005433-09', 'WOMEN-Tees_Tanks-id_00003888-02',
                   'WOMEN-Blouses_Shirts-id_00004371-02', 'MEN-Tees_Tanks-id_00006237-01',
                   'WOMEN-Jackets_Coats-id_00001842-01', 'WOMEN-Shorts-id_00001972-02',
                   'WOMEN-Graphic_Tees-id_00007355-01', 'WOMEN-Dresses-id_00002252-03', 'WOMEN-Dresses-id_00003796-01',
                   'WOMEN-Rompers_Jumpsuits-id_00001650-02', 'WOMEN-Tees_Tanks-id_00001641-01',
                   'WOMEN-Tees_Tanks-id_00002340-04', 'WOMEN-Skirts-id_00007055-25', 'WOMEN-Skirts-id_00007488-01',
                   'WOMEN-Skirts-id_00006422-01', 'MEN-Sweatshirts_Hoodies-id_00002818-01', 'MEN-Pants-id_00006535-03',
                   'MEN-Sweaters-id_00001463-04', 'MEN-Shorts-id_00000655-01', 'WOMEN-Tees_Tanks-id_00006932-03',
                   'WOMEN-Rompers_Jumpsuits-id_00007658-03', 'WOMEN-Blouses_Shirts-id_00000506-02',
                   'WOMEN-Sweaters-id_00000964-09', 'WOMEN-Dresses-id_00002779-01', 'WOMEN-Dresses-id_00004786-02',
                   'WOMEN-Blouses_Shirts-id_00000333-01', 'MEN-Tees_Tanks-id_00000755-04',
                   'WOMEN-Dresses-id_00002876-02', 'WOMEN-Dresses-id_00007256-01', 'MEN-Tees_Tanks-id_00003197-08',
                   'WOMEN-Shorts-id_00001103-04', 'WOMEN-Shorts-id_00007890-02', 'WOMEN-Pants-id_00001731-03',
                   'WOMEN-Leggings-id_00003359-02', 'MEN-Sweaters-id_00001509-01',
                   'WOMEN-Blouses_Shirts-id_00006221-02', 'WOMEN-Shorts-id_00004251-02', 'WOMEN-Dresses-id_00000083-02',
                   'WOMEN-Dresses-id_00000281-02', 'WOMEN-Skirts-id_00006612-08', 'MEN-Tees_Tanks-id_00007822-01',
                   'WOMEN-Tees_Tanks-id_00007082-06', 'WOMEN-Jackets_Coats-id_00003857-04',
                   'WOMEN-Dresses-id_00005503-02', 'WOMEN-Blouses_Shirts-id_00006155-04',
                   'WOMEN-Blouses_Shirts-id_00003487-02', 'WOMEN-Tees_Tanks-id_00000117-11',
                   'WOMEN-Jackets_Coats-id_00002325-03', 'WOMEN-Dresses-id_00006770-02', 'MEN-Shorts-id_00004249-11',
                   'WOMEN-Tees_Tanks-id_00001835-06', 'WOMEN-Shorts-id_00005345-04',
                   'WOMEN-Blouses_Shirts-id_00005639-01', 'WOMEN-Sweaters-id_00005271-02',
                   'WOMEN-Dresses-id_00000621-02', 'WOMEN-Skirts-id_00005635-14', 'WOMEN-Shorts-id_00007160-01',
                   'WOMEN-Dresses-id_00001379-03', 'WOMEN-Tees_Tanks-id_00005820-02', 'WOMEN-Shorts-id_00003087-07',
                   'WOMEN-Dresses-id_00002625-01', 'WOMEN-Dresses-id_00007329-05', 'WOMEN-Dresses-id_00003206-05',
                   'WOMEN-Graphic_Tees-id_00005571-01', 'WOMEN-Dresses-id_00002665-01', 'WOMEN-Sweaters-id_00001615-05',
                   'WOMEN-Blouses_Shirts-id_00007505-03', 'WOMEN-Tees_Tanks-id_00003812-03',
                   'MEN-Sweatshirts_Hoodies-id_00006963-01', 'WOMEN-Pants-id_00001293-01',
                   'MEN-Tees_Tanks-id_00007073-10', 'WOMEN-Blouses_Shirts-id_00001091-01',
                   'WOMEN-Dresses-id_00002889-01', 'WOMEN-Jackets_Coats-id_00006307-01',
                   'WOMEN-Sweaters-id_00005890-05', 'WOMEN-Blouses_Shirts-id_00007922-01',
                   'MEN-Tees_Tanks-id_00005013-02', 'WOMEN-Blouses_Shirts-id_00001215-01',
                   'WOMEN-Jackets_Coats-id_00001754-01', 'WOMEN-Blouses_Shirts-id_00006269-03',
                   'MEN-Shirts_Polos-id_00005557-09', 'MEN-Sweatshirts_Hoodies-id_00006147-05',
                   'WOMEN-Blouses_Shirts-id_00003192-05', 'WOMEN-Sweaters-id_00005205-02',
                   'WOMEN-Sweaters-id_00004207-01', 'WOMEN-Graphic_Tees-id_00005456-01',
                   'WOMEN-Tees_Tanks-id_00005970-03', 'WOMEN-Blouses_Shirts-id_00007273-01',
                   'WOMEN-Jackets_Coats-id_00006054-04', 'WOMEN-Dresses-id_00005531-02',
                   'WOMEN-Jackets_Coats-id_00006582-04', 'WOMEN-Cardigans-id_00000450-03',
                   'WOMEN-Dresses-id_00002743-03', 'WOMEN-Blouses_Shirts-id_00003406-01',
                   'WOMEN-Tees_Tanks-id_00002150-04', 'WOMEN-Sweaters-id_00005010-04',
                   'WOMEN-Tees_Tanks-id_00002422-08', 'WOMEN-Tees_Tanks-id_00000079-05',
                   'WOMEN-Tees_Tanks-id_00006863-52', 'WOMEN-Tees_Tanks-id_00006679-02', 'WOMEN-Pants-id_00000352-01',
                   'WOMEN-Sweaters-id_00006882-02', 'WOMEN-Denim-id_00001275-01', 'WOMEN-Blouses_Shirts-id_00005957-03',
                   'WOMEN-Jackets_Coats-id_00007954-02', 'WOMEN-Shorts-id_00005913-09', 'WOMEN-Skirts-id_00005949-04',
                   'WOMEN-Sweaters-id_00006522-02', 'WOMEN-Blouses_Shirts-id_00006445-06',
                   'WOMEN-Dresses-id_00001118-01', 'WOMEN-Blouses_Shirts-id_00003961-02',
                   'MEN-Tees_Tanks-id_00002638-09', 'WOMEN-Tees_Tanks-id_00006960-03', 'WOMEN-Pants-id_00003339-01',
                   'MEN-Shorts-id_00002110-15', 'WOMEN-Rompers_Jumpsuits-id_00001211-01',
                   'WOMEN-Cardigans-id_00001052-06', 'WOMEN-Tees_Tanks-id_00005017-31',
                   'WOMEN-Tees_Tanks-id_00007022-09', 'WOMEN-Blouses_Shirts-id_00007740-04',
                   'WOMEN-Blouses_Shirts-id_00007572-02', 'WOMEN-Tees_Tanks-id_00000026-09',
                   'WOMEN-Rompers_Jumpsuits-id_00002837-02', 'WOMEN-Skirts-id_00006122-08',
                   'WOMEN-Dresses-id_00006801-02', 'WOMEN-Tees_Tanks-id_00005499-08', 'WOMEN-Cardigans-id_00006266-02',
                   'WOMEN-Blouses_Shirts-id_00007200-02', 'WOMEN-Tees_Tanks-id_00003354-02',
                   'WOMEN-Shorts-id_00002394-03', 'MEN-Pants-id_00003356-01', 'WOMEN-Skirts-id_00003863-02',
                   'WOMEN-Tees_Tanks-id_00006607-06', 'WOMEN-Tees_Tanks-id_00005085-15',
                   'WOMEN-Jackets_Coats-id_00001777-04', 'WOMEN-Skirts-id_00002067-02', 'WOMEN-Pants-id_00005452-04',
                   'WOMEN-Rompers_Jumpsuits-id_00006748-01', 'MEN-Tees_Tanks-id_00004028-01',
                   'WOMEN-Sweaters-id_00002049-02', 'WOMEN-Sweaters-id_00007801-02', 'WOMEN-Dresses-id_00007462-01',
                   'WOMEN-Denim-id_00006138-06', 'MEN-Jackets_Vests-id_00006344-01', 'WOMEN-Tees_Tanks-id_00003448-05',
                   'WOMEN-Pants-id_00006692-05', 'WOMEN-Blouses_Shirts-id_00006970-02', 'WOMEN-Dresses-id_00002979-02',
                   'WOMEN-Pants-id_00003929-01', 'WOMEN-Blouses_Shirts-id_00003889-03',
                   'WOMEN-Tees_Tanks-id_00006317-09', 'WOMEN-Tees_Tanks-id_00006679-03', 'WOMEN-Dresses-id_00005934-06',
                   'WOMEN-Dresses-id_00005491-05', 'WOMEN-Dresses-id_00000795-02',
                   'WOMEN-Blouses_Shirts-id_00007258-01', 'WOMEN-Shorts-id_00007175-10', 'MEN-Pants-id_00000114-09',
                   'WOMEN-Skirts-id_00004719-11', 'MEN-Pants-id_00002898-05', 'WOMEN-Tees_Tanks-id_00007013-04',
                   'WOMEN-Cardigans-id_00005577-01', 'WOMEN-Blouses_Shirts-id_00005048-02',
                   'WOMEN-Pants-id_00001405-02', 'MEN-Shorts-id_00006829-02', 'WOMEN-Blouses_Shirts-id_00007529-02',
                   'WOMEN-Tees_Tanks-id_00007777-06', 'WOMEN-Denim-id_00005892-05',
                   'WOMEN-Blouses_Shirts-id_00004111-07', 'WOMEN-Dresses-id_00003090-01',
                   'WOMEN-Blouses_Shirts-id_00000486-01', 'WOMEN-Sweaters-id_00006334-03',
                   'WOMEN-Dresses-id_00002367-04', 'WOMEN-Pants-id_00003919-05', 'WOMEN-Dresses-id_00000391-01',
                   'WOMEN-Tees_Tanks-id_00007843-04', 'WOMEN-Cardigans-id_00001415-07',
                   'WOMEN-Blouses_Shirts-id_00007711-03', 'WOMEN-Tees_Tanks-id_00001492-05',
                   'WOMEN-Dresses-id_00004458-06', 'WOMEN-Cardigans-id_00007592-03', 'MEN-Tees_Tanks-id_00004530-03',
                   'MEN-Pants-id_00002006-06', 'MEN-Tees_Tanks-id_00004674-05', 'WOMEN-Tees_Tanks-id_00005085-45',
                   'MEN-Tees_Tanks-id_00000296-04', 'WOMEN-Tees_Tanks-id_00007823-02',
                   'WOMEN-Rompers_Jumpsuits-id_00006921-02', 'WOMEN-Tees_Tanks-id_00005033-08',
                   'MEN-Tees_Tanks-id_00000312-01', 'WOMEN-Shorts-id_00005058-01', 'WOMEN-Shorts-id_00006063-02',
                   'WOMEN-Tees_Tanks-id_00003640-03', 'WOMEN-Jackets_Coats-id_00000116-01',
                   'WOMEN-Shorts-id_00004481-02', 'WOMEN-Blouses_Shirts-id_00006504-02',
                   'WOMEN-Blouses_Shirts-id_00005726-01', 'WOMEN-Tees_Tanks-id_00004265-02',
                   'WOMEN-Tees_Tanks-id_00001071-09', 'MEN-Suiting-id_00007917-01',
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                   'WOMEN-Sweatshirts_Hoodies-id_00004320-02', 'WOMEN-Shorts-id_00004000-01',
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                   'WOMEN-Tees_Tanks-id_00004965-04', 'MEN-Shirts_Polos-id_00001948-02', 'WOMEN-Pants-id_00004253-07',
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                   'MEN-Pants-id_00000114-01', 'WOMEN-Tees_Tanks-id_00007028-05', 'WOMEN-Tees_Tanks-id_00004699-04',
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                   'WOMEN-Graphic_Tees-id_00004978-01', 'WOMEN-Sweaters-id_00002693-04',
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                   'WOMEN-Skirts-id_00006463-09', 'WOMEN-Shorts-id_00001103-03', 'WOMEN-Shorts-id_00004684-01',
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                   'WOMEN-Sweaters-id_00000683-01', 'WOMEN-Leggings-id_00003321-01', 'WOMEN-Tees_Tanks-id_00005501-01',
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                   'MEN-Tees_Tanks-id_00004550-02', 'WOMEN-Blouses_Shirts-id_00004760-02',
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                   'WOMEN-Tees_Tanks-id_00007516-06', 'WOMEN-Pants-id_00007562-02',
                   'WOMEN-Blouses_Shirts-id_00005273-02', 'WOMEN-Rompers_Jumpsuits-id_00003443-06',
                   'WOMEN-Pants-id_00005314-01', 'WOMEN-Sweaters-id_00006528-01', 'MEN-Pants-id_00006957-02',
                   'WOMEN-Shorts-id_00001174-01', 'WOMEN-Blouses_Shirts-id_00002078-03', 'WOMEN-Shorts-id_00004797-03',
                   'WOMEN-Pants-id_00005000-09', 'MEN-Shorts-id_00000697-06', 'WOMEN-Blouses_Shirts-id_00007816-01',
                   'WOMEN-Pants-id_00007099-03', 'WOMEN-Leggings-id_00002463-03', 'WOMEN-Blouses_Shirts-id_00000255-02',
                   'WOMEN-Rompers_Jumpsuits-id_00000668-03', 'WOMEN-Tees_Tanks-id_00003917-49',
                   'WOMEN-Tees_Tanks-id_00005364-05', 'WOMEN-Shorts-id_00003934-03', 'WOMEN-Tees_Tanks-id_00002830-04',
                   'WOMEN-Dresses-id_00007373-01', 'WOMEN-Sweaters-id_00001947-02',
                   'WOMEN-Blouses_Shirts-id_00005039-09', 'WOMEN-Shorts-id_00006433-05',
                   'WOMEN-Blouses_Shirts-id_00001083-01', 'MEN-Tees_Tanks-id_00002245-01', 'MEN-Shorts-id_00002110-04',
                   'WOMEN-Shorts-id_00006905-04', 'WOMEN-Tees_Tanks-id_00002918-01', 'WOMEN-Dresses-id_00000924-01',
                   'WOMEN-Blouses_Shirts-id_00003964-05', 'WOMEN-Tees_Tanks-id_00003523-65',
                   'WOMEN-Tees_Tanks-id_00003343-17', 'MEN-Pants-id_00005193-01', 'WOMEN-Tees_Tanks-id_00005202-01',
                   'WOMEN-Blouses_Shirts-id_00000377-03', 'WOMEN-Dresses-id_00005414-01', 'MEN-Pants-id_00001510-05',
                   'WOMEN-Tees_Tanks-id_00007279-06', 'WOMEN-Denim-id_00003004-01',
                   'WOMEN-Blouses_Shirts-id_00005572-02', 'MEN-Shirts_Polos-id_00003489-08',
                   'WOMEN-Pants-id_00002464-01', 'WOMEN-Skirts-id_00005519-03', 'WOMEN-Skirts-id_00000976-02',
                   'WOMEN-Tees_Tanks-id_00004231-03', 'WOMEN-Blouses_Shirts-id_00001810-01',
                   'WOMEN-Dresses-id_00000578-09', 'MEN-Shorts-id_00002767-08', 'WOMEN-Pants-id_00003945-01',
                   'WOMEN-Dresses-id_00001413-01', 'WOMEN-Tees_Tanks-id_00003590-01', 'MEN-Shorts-id_00007519-01',
                   'WOMEN-Blouses_Shirts-id_00001224-01', 'MEN-Tees_Tanks-id_00002702-01',
                   'WOMEN-Cardigans-id_00003605-01', 'WOMEN-Tees_Tanks-id_00000343-07', 'MEN-Shorts-id_00005680-01',
                   'MEN-Sweatshirts_Hoodies-id_00002431-01', 'WOMEN-Tees_Tanks-id_00007969-03',
                   'WOMEN-Dresses-id_00007825-02', 'WOMEN-Sweaters-id_00007032-07', 'WOMEN-Shorts-id_00007455-02',
                   'MEN-Sweatshirts_Hoodies-id_00005575-01', 'WOMEN-Blouses_Shirts-id_00007346-02',
                   'WOMEN-Graphic_Tees-id_00003024-01', 'MEN-Tees_Tanks-id_00007643-01',
                   'WOMEN-Tees_Tanks-id_00001460-01', 'MEN-Jackets_Vests-id_00002173-04', 'WOMEN-Shorts-id_00002465-06',
                   'WOMEN-Jackets_Coats-id_00005665-02', 'WOMEN-Skirts-id_00005635-11',
                   'WOMEN-Graphic_Tees-id_00001185-01', 'WOMEN-Tees_Tanks-id_00003441-05', 'WOMEN-Denim-id_00001099-05',
                   'MEN-Pants-id_00006830-08', 'WOMEN-Rompers_Jumpsuits-id_00005681-03',
                   'WOMEN-Cardigans-id_00000425-06', 'WOMEN-Tees_Tanks-id_00005085-18', 'WOMEN-Shorts-id_00005138-06',
                   'WOMEN-Blouses_Shirts-id_00006506-04', 'WOMEN-Pants-id_00004754-05', 'WOMEN-Pants-id_00005286-05',
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                   'WOMEN-Blouses_Shirts-id_00006593-04', 'WOMEN-Tees_Tanks-id_00001894-02',
                   'WOMEN-Pants-id_00000394-02', 'WOMEN-Dresses-id_00006494-06', 'WOMEN-Blouses_Shirts-id_00001846-01',
                   'WOMEN-Sweaters-id_00002793-02', 'WOMEN-Dresses-id_00002917-05', 'WOMEN-Sweaters-id_00002124-02',
                   'MEN-Shorts-id_00005151-04', 'WOMEN-Pants-id_00004163-03', 'WOMEN-Dresses-id_00004906-02',
                   'WOMEN-Blouses_Shirts-id_00006319-02', 'WOMEN-Sweaters-id_00003693-03',
                   'WOMEN-Blouses_Shirts-id_00000376-07', 'WOMEN-Blouses_Shirts-id_00007835-02',
                   'WOMEN-Tees_Tanks-id_00003622-01', 'WOMEN-Cardigans-id_00006742-01',
                   'WOMEN-Blouses_Shirts-id_00001505-02', 'MEN-Tees_Tanks-id_00004523-01',
                   'WOMEN-Blouses_Shirts-id_00005466-07', 'WOMEN-Tees_Tanks-id_00005085-32',
                   'WOMEN-Tees_Tanks-id_00001906-02', 'WOMEN-Rompers_Jumpsuits-id_00000773-01',
                   'WOMEN-Blouses_Shirts-id_00006151-01', 'WOMEN-Blouses_Shirts-id_00006272-02',
                   'WOMEN-Tees_Tanks-id_00006863-43', 'WOMEN-Sweatshirts_Hoodies-id_00004790-02',
                   'WOMEN-Sweaters-id_00007689-01', 'WOMEN-Blouses_Shirts-id_00006289-02', 'WOMEN-Pants-id_00005796-08',
                   'WOMEN-Blouses_Shirts-id_00003802-06', 'WOMEN-Sweatshirts_Hoodies-id_00003660-06',
                   'WOMEN-Blouses_Shirts-id_00007190-03', 'WOMEN-Dresses-id_00006486-01', 'MEN-Denim-id_00000938-02',
                   'WOMEN-Cardigans-id_00006316-05', 'WOMEN-Jackets_Coats-id_00007623-01',
                   'WOMEN-Jackets_Coats-id_00005481-02', 'WOMEN-Sweaters-id_00000745-06',
                   'WOMEN-Tees_Tanks-id_00002075-03', 'WOMEN-Cardigans-id_00001150-02',
                   'WOMEN-Rompers_Jumpsuits-id_00006661-06', 'WOMEN-Sweaters-id_00004775-02',
                   'WOMEN-Rompers_Jumpsuits-id_00005175-01', 'WOMEN-Rompers_Jumpsuits-id_00007591-07',
                   'WOMEN-Dresses-id_00006855-06', 'WOMEN-Sweaters-id_00000415-04',
                   'WOMEN-Blouses_Shirts-id_00006828-01', 'WOMEN-Shorts-id_00007107-07', 'WOMEN-Skirts-id_00000611-03',
                   'WOMEN-Jackets_Coats-id_00003996-03', 'WOMEN-Sweaters-id_00001644-02',
                   'WOMEN-Blouses_Shirts-id_00004602-03'],
            test=['WOMEN-Tees_Tanks-id_00007661-04', 'WOMEN-Tees_Tanks-id_00006507-02',
                  'WOMEN-Sweaters-id_00004533-01',
                  'WOMEN-Tees_Tanks-id_00004736-08', 'WOMEN-Dresses-id_00000233-03',
                  'WOMEN-Tees_Tanks-id_00006550-01',
                  'MEN-Tees_Tanks-id_00007492-05', 'WOMEN-Blouses_Shirts-id_00005247-04',
                  'MEN-Sweatshirts_Hoodies-id_00007246-01', 'WOMEN-Tees_Tanks-id_00005096-02',
                  'WOMEN-Tees_Tanks-id_00005618-04', 'WOMEN-Blouses_Shirts-id_00003964-13',
                  'WOMEN-Blouses_Shirts-id_00003362-01', 'WOMEN-Cardigans-id_00001868-01',
                  'WOMEN-Jackets_Coats-id_00001140-02', 'WOMEN-Blouses_Shirts-id_00002585-02',
                  'WOMEN-Tees_Tanks-id_00007645-03', 'WOMEN-Dresses-id_00000731-01',
                  'WOMEN-Tees_Tanks-id_00005363-01',
                  'WOMEN-Tees_Tanks-id_00001203-03', 'WOMEN-Tees_Tanks-id_00007452-03',
                  'WOMEN-Tees_Tanks-id_00005364-07', 'WOMEN-Dresses-id_00001931-03',
                  'WOMEN-Tees_Tanks-id_00000550-02',
                  'WOMEN-Jackets_Coats-id_00001313-02', 'WOMEN-Tees_Tanks-id_00003753-01',
                  'WOMEN-Sweatshirts_Hoodies-id_00001249-02', 'WOMEN-Tees_Tanks-id_00007130-02',
                  'WOMEN-Tees_Tanks-id_00003824-02', 'WOMEN-Tees_Tanks-id_00000159-04',
                  'WOMEN-Dresses-id_00000287-01',
                  'WOMEN-Tees_Tanks-id_00003226-04', 'WOMEN-Tees_Tanks-id_00007426-01',
                  'WOMEN-Graphic_Tees-id_00005854-01', 'WOMEN-Tees_Tanks-id_00004120-06',
                  'WOMEN-Dresses-id_00003332-05', 'WOMEN-Tees_Tanks-id_00000099-07',
                  'WOMEN-Cardigans-id_00002121-30',
                  'WOMEN-Tees_Tanks-id_00004873-01', 'WOMEN-Blouses_Shirts-id_00007684-03',
                  'WOMEN-Tees_Tanks-id_00006614-02', 'WOMEN-Tees_Tanks-id_00002551-02',
                  'WOMEN-Dresses-id_00004082-02',
                  'WOMEN-Tees_Tanks-id_00001634-08', 'WOMEN-Sweaters-id_00004294-04',
                  'WOMEN-Sweaters-id_00000745-04',
                  'WOMEN-Tees_Tanks-id_00000012-02', 'MEN-Jackets_Vests-id_00003311-01',
                  'WOMEN-Dresses-id_00004079-05',
                  'WOMEN-Dresses-id_00003717-02', 'WOMEN-Dresses-id_00007264-01',
                  'WOMEN-Cardigans-id_00003237-02',
                  'WOMEN-Tees_Tanks-id_00000602-03', 'WOMEN-Dresses-id_00004681-03',
                  'WOMEN-Dresses-id_00000858-01',
                  'WOMEN-Blouses_Shirts-id_00003883-02', 'WOMEN-Dresses-id_00003677-01',
                  'WOMEN-Tees_Tanks-id_00005479-12', 'WOMEN-Tees_Tanks-id_00004559-04',
                  'WOMEN-Tees_Tanks-id_00002922-02', 'MEN-Shirts_Polos-id_00005417-03',
                  'WOMEN-Blouses_Shirts-id_00006191-03', 'WOMEN-Jackets_Coats-id_00003345-04',
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                  'WOMEN-Jackets_Coats-id_00004301-02', 'WOMEN-Tees_Tanks-id_00004236-02',
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                  'WOMEN-Blouses_Shirts-id_00001832-01', 'WOMEN-Tees_Tanks-id_00002460-02',
                  'WOMEN-Dresses-id_00003892-01', 'WOMEN-Tees_Tanks-id_00007752-05',
                  'WOMEN-Cardigans-id_00001627-09',
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                  'WOMEN-Blouses_Shirts-id_00003099-01', 'WOMEN-Dresses-id_00006306-02',
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                  'WOMEN-Blouses_Shirts-id_00000506-03', 'WOMEN-Tees_Tanks-id_00003935-03',
                  'WOMEN-Sweaters-id_00002345-01', 'MEN-Tees_Tanks-id_00003957-01',
                  'WOMEN-Dresses-id_00000791-02',
                  'WOMEN-Blouses_Shirts-id_00001658-04'],
            deterministic=deterministic,
            with_to_masks=with_to_masks
        )
