Python Parallel For Loop

You can use ray have a look here

import ray 

ray.init() 

@ray.remote(num_return_vals=3) 

def calc_stuff(parameter=None):

 #some operations. 

return 1, 2, 3

Now invoke this ray in the program like this

result1, result2, result3 = [], [], [] 

for j in range(10): 

res1, res2, res3 = calc_stuff.remote(parameter=j) 

result1.append(res1) 

result2.append(res2) 

result3.append(res3) 

result1 = ray.get(result1) 

result2 = ray.get(result2) 

result3 = ray.get(result3)