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np.random.permutation can not handle float #12

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Merged
TJKlein merged 1 commit into from
Oct 15, 2020
Merged

np.random.permutation can not handle float #12

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4 changes: 2 additions & 2 deletions Create_clients.py
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Original file line number Diff line number Diff line change
Expand Up @@ -23,7 +23,7 @@ def create_clients(num, dir):
for k in range(num_classes):
temp = []
for j in range(num / 100):
temp = np.hstack((temp, k * num_examples/10 + np.random.permutation(num_examples/10)))
temp = np.hstack((temp, k * num_examples/10 + np.random.permutation(int(num_examples/10))))
buckets = np.hstack((buckets, temp))
shards = 2 * num
perm = np.random.permutation(shards)
Expand All @@ -35,7 +35,7 @@ def create_clients(num, dir):
# perm and stacking two shards together using vstack. Each client now holds 250*2 datapoints.
z.append(np.hstack((ind_list[int(perm[j])], ind_list[int(perm[j + 1])])))
# shuffle the data in each element of z, so that each client doesn't have all digits stuck together.
perm_2 = np.random.permutation(2 * len(buckets) / shards)
perm_2 = np.random.permutation(int(2 * len(buckets) / shards))
z[-1] = z[-1][perm_2]
filehandler = open(dir + '/'+str(num)+'_clients.pkl', "wb")
pickle.dump(z, filehandler)
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