batch index 0
OrderedDict([(0, 6), (1, 11), (2, 7), (3, 9), (4, 8), (5, 7), (6, 5), (7, 3), (8, 5), (9, 6), (10, 6), (11, 8), (12, 7), (13, 7), (14, 5), (15, 4), (16, 4), (17, 7), (18, 2), (19, 6), (20, 4), (21, 5), (22, 8), (23, 8), (24, 7), (25, 3), (26, 4), (27, 9), (28, 4), (29, 2), (30, 5), (31, 3), (32, 3), (33, 3), (34, 5), (35, 1), (36, 7), (37, 4), (38, 8), (39, 4), (40, 7), (41, 8), (42, 8), (43, 7), (44, 6)])
batch index 1
OrderedDict([(0, 12), (1, 4), (2, 5), (3, 3), (4, 6), (5, 5), (6, 4), (7, 5), (8, 7), (9, 5), (10, 6), (11, 8), (12, 7), (13, 6), (14, 3), (15, 4), (16, 6), (17, 4), (18, 5), (19, 7), (20, 6), (21, 5), (22, 4), (23, 4), (24, 3), (25, 5), (26, 9), (27, 9), (28, 7), (29, 1), (30, 5), (31, 3), (32, 4), (33, 9), (34, 6), (35, 5), (36, 8), (37, 11), (38, 6), (39, 6), (40, 7), (41, 6), (42, 3), (43, 5), (44, 7)])
batch index 2
OrderedDict([(0, 4), (1, 5), (2, 3), (3, 5), (4, 4), (5, 6), (6, 7), (7, 4), (8, 4), (9, 7), (10, 8), (11, 2), (12, 4), (13, 3), (14, 7), (15, 6), (16, 6), (17, 4), (18, 7), (19, 5), (20, 6), (21, 5), (22, 4), (23, 4), (24, 2), (25, 6), (26, 10), (27, 8), (28, 5), (29, 7), (30, 8), (31, 10), (32, 2), (33, 7), (34, 10), (35, 8), (36, 5), (37, 5), (38, 7), (39, 6), (40, 6), (41, 5), (42, 10), (43, 6), (44, 3)])
batch index 3
OrderedDict([(0, 8), (1, 6), (2, 4), (3, 6), (4, 3), (5, 5), (6, 3), (7, 9), (8, 4), (9, 7), (10, 5), (11, 8), (12, 5), (13, 6), (14, 6), (15, 3), (16, 5), (17, 5), (18, 5), (19, 5), (20, 6), (21, 8), (22, 4), (23, 11), (24, 8), (25, 5), (26, 6), (27, 1), (28, 2), (29, 4), (30, 3), (31, 5), (32, 6), (33, 4), (34, 6), (35, 7), (36, 8), (37, 10), (38, 9), (39, 6), (40, 12), (41, 4), (42, 3), (43, 4), (44, 6)])
batch index 4
OrderedDict([(0, 3), (1, 7), (2, 4), (3, 5), (4, 3), (5, 3), (6, 8), (7, 9), (8, 6), (9, 4), (10, 8), (11, 8), (12, 2), (13, 4), (14, 7), (15, 4), (16, 5), (17, 6), (18, 1), (19, 7), (20, 10), (21, 10), (22, 5), (23, 4), (24, 7), (25, 6), (26, 3), (27, 4), (28, 8), (29, 7), (30, 11), (31, 5), (32, 8), (33, 5), (34, 4), (35, 7), (36, 8), (37, 3), (38, 6), (39, 2), (40, 5), (41, 5), (42, 7), (43, 5), (44, 7)])
batch index 5
OrderedDict([(0, 5), (1, 3), (2, 7), (3, 3), (4, 4), (5, 12), (6, 7), (7, 2), (8, 6), (9, 8), (10, 2), (11, 7), (12, 11), (13, 6), (14, 5), (15, 2), (16, 5), (17, 7), (18, 6), (19, 5), (20, 5), (21, 8), (22, 1), (23, 7), (24, 6), (25, 5), (26, 6), (27, 6), (28, 8), (30, 5), (31, 9), (32, 5), (33, 4), (34, 4), (35, 8), (36, 6), (37, 5), (38, 4), (39, 9), (40, 4), (41, 5), (42, 8), (43, 9), (44, 6)])
here i am not getting equal or close to equal samples per class in each batch.
could you tell what is wrong in the flow?
here first element in dict is class label and other is n_Samples for that class.