backgammon/bin/0-ply-tests.rb

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2018-05-20 16:50:28 +00:00
def run_stuff(board_rep, model_name, ply)
epi_count = 0
system("python3 main.py --train --model #{model_name} --board-rep #{board_rep} --episodes 1 --ply #{ply}")
while epi_count < 200000 do
system("python3 main.py --eval --model #{model_name} --eval-methods dumbeval --episodes 250 --ply #{ply} --repeat-eval 3")
system("python3 main.py --eval --model #{model_name} --eval-methods pubeval --episodes 250 --ply #{ply} --repeat-eval 3")
system("python3 main.py --train --model #{model_name} --episodes 2000 --ply #{ply}")
epi_count += 2000
end
end
### ///////////////////////////////////////////////////////////////
# QUACK TESTINGS
### ///////////////////////////////////////////////////////////////
board_rep = "quack"
model_name = "quack_test_0_ply"
ply = 0
run_stuff(board_rep, model_name, ply)
# board_rep = "quack"
# model_name = "quack_test_1_ply"
# ply = 1
# run_stuff(board_rep, model_name, ply)
### ///////////////////////////////////////////////////////////////
# QUACK-FAT TESTING
### ///////////////////////////////////////////////////////////////
board_rep = "quack-fat"
model_name = "quack-fat_test_0_ply"
ply = 0
run_stuff(board_rep, model_name, ply)
# board_rep = "quack-fat"
# model_name = "quack-fat_test_1_ply"
# ply = 1
# run_stuff(board_rep, model_name, ply)
### ///////////////////////////////////////////////////////////////
# QUACK-NORM TESTING
### ///////////////////////////////////////////////////////////////
board_rep = "quack-norm"
model_name = "quack-norm_test_0_ply"
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ply = 0
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run_stuff(board_rep, model_name, ply)
# board_rep = "quack-norm"
# model_name = "quack-norm_test_1_ply"
# ply = 1
# run_stuff(board_rep, model_name, ply)
### ///////////////////////////////////////////////////////////////
# TESAURO TESTING
### ///////////////////////////////////////////////////////////////
board_rep = "tesauro"
model_name = "tesauro_test_0_ply"
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ply = 0
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run_stuff(board_rep, model_name, ply)
# board_rep = "tesauro"
# model_name = "tesauro_test_1_ply"
# ply = 1
# run_stuff(board_rep, model_name, ply)