forked from suragnair/alpha-zero-general
-
Notifications
You must be signed in to change notification settings - Fork 3
/
main.py
36 lines (30 loc) · 869 Bytes
/
main.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
from Coach import Coach
from othello.OthelloGame import OthelloGame
from othello.pytorch.NNet import NNetWrapper as nn
from utils import *
args = dotdict({
'numIters': 1000,
'numEps': 100,
'tempThreshold': 15,
'updateThreshold': 0.6,
'maxlenOfQueue': 200000,
'numMCTSSims': 25,
'arenaCompare': 40,
'cpuct': 1,
'dirAlpha': 0.3,
'epsilon': 0.25,
'checkpoint': './temp/',
'load_model': False,
'load_folder_file': ('/dev/models/8x100x50','best.pth.tar'),
'numItersForTrainExamplesHistory': 20,
})
if __name__=="__main__":
g = OthelloGame(6)
nnet = nn(g)
if args.load_model:
nnet.load_checkpoint(args.load_folder_file[0], args.load_folder_file[1])
c = Coach(g, nnet, args)
if args.load_model:
print("Load trainExamples from file")
c.loadTrainExamples()
c.learn()