strange random seed behavior in Python3

Outputting a set of numbers does not give the same sequence even after using random.seed(myseed). This only occurs in Python3, not in Python2 (both on a Debian stable system). Is it a bug or something wrong with my code ?

import random
seed=20.0
random.seed(seed)
print("seed: {}".format(seed))
test = [str(random.randint(0,1000)) for _ in range(10)]
print(', '.join(test))
ss = set(test)
print(', '.join(ss))

Below Python3 gives a different sequences at each run, but Python2 gives similar sequences across all runs(as expected).

$ python3 --version
Python 3.4.2
$ python2 --version
Python 2.7.9

#same sequences
$ python2 randtest.py 
seed: 20.0
906, 686, 767, 905, 260, 636, 905, 873, 573, 169
906, 636, 905, 573, 767, 873, 260, 169, 686

$ python2 randtest.py 
seed: 20.0
906, 686, 767, 905, 260, 636, 905, 873, 573, 169
906, 636, 905, 573, 767, 873, 260, 169, 686

$ python2 randtest.py 
seed: 20.0
906, 686, 767, 905, 260, 636, 905, 873, 573, 169
906, 636, 905, 573, 767, 873, 260, 169, 686

#diff sequences
$ python3 randtest.py 
seed: 20.0
927, 740, 702, 805, 784, 901, 926, 154, 266, 690
926, 690, 784, 702, 740, 927, 266, 154, 901, 805

$ python3 randtest.py 
seed: 20.0
927, 740, 702, 805, 784, 901, 926, 154, 266, 690
702, 926, 784, 901, 154, 266, 805, 690, 740, 927

$ python3 randtest.py 
seed: 20.0
927, 740, 702, 805, 784, 901, 926, 154, 266, 690
805, 926, 901, 784, 740, 927, 154, 690, 266, 702