
#1 beta=0
# sh run_ro.sh "./" 1488 018 DOL 0.00002 20 5 0 1 (0.5-1)
# 0.1839

# sh run_ro.sh "./" 1493 018 DOL 0.00007 20 5 0 1 (0.5-2)
# 0.2236

# sh run_ro.sh "./" 1479 018 DOL 0.00001 20 5 0 1  (0.5-3)
# 0.2392

# sh run_ro.sh "./" 1492 018 DOL 0.00006 20 5 0 1 (0.5-4)
# 0.1909


#1 beta=0.5
# sh run_ro.sh "./" 1682 017 DOL 0.00006 20 5 5 0 (1)
# 0.2837


# sh run_ro.sh "./" 1681 017 DOL 0.00008 20 5 5 0 (2)
# 0.3129


# sh run_ro.sh "./" 1477 018 DOL 0.0001 20 5 0 1 (3)
# 0.3204

# sh run_ro.sh "./" 1495 018 DOL 0.00009 20 5 0 1 (4)
# 0.2979



#-----------------

#2 beta=0 (6, 10, 20)
# sh run_ro.sh "./" 1382 017 DOL 0.00006 20 20 0 1
# 0.4886

# sh run_ro.sh "./" 1881 020 PUSHSUM 0.00005 10 2 2 0 (*)
# 0.4365

# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 1877 020 PUSHSUM 0.0001 20 2 2 0
# 0.3993

#------
#2 beta=0.5

# sh run_ro.sh "./" 1882 020 PUSHSUM 0.000005 10 2 2 0
# 0.9374

# sh run_ro.sh "./" 1879 020 PUSHSUM 0.00001 10 2 2 0
# 0.7842

# sh run_ro.sh "./" 1877 020 PUSHSUM 0.0001 10 2 2 0
# 0.6296

#-----------
#3 beta=0

# sh run_ro.sh "./" 1977 020 PUSHSUM 0.0001 20 2 2 0
# 0.3993


# sh run_ro.sh "./" 1790 020 PUSHSUM 0.000001 4 2 2 0
# 0.3296


# sh run_ro.sh "./" 1495 018 DOL 0.00009 20 5 0 1 (4)
# 0.2979


#3 beta=0.5

# sh run_ro.sh "./" 1377 017 DOL 0.0001 20 20 0 1 (*)
# 0.5400


# sh run_ro.sh "./" 1382 017 DOL 0.00006 20 20 0 1
# 0.4886

# sh run_ro.sh "./" 1577 019 DOL 0.0001 20 5 5 0 (*)
# 0.3650

#----------------------#experiment one - Room Occupancy - beta 0
#############################centralized online learning: (COL)###################################
# beta = 0, N = 32 undirected_neighbor_num=32, out_directed_neighbor_num=0
# sh run_ro.sh "./" 1377 017 DOL 0.0001 20 20 0 1 (*)
# 0.5400

# sh run_ro.sh "./" 1378 017 DOL 0.001 20 20 0 1 (X)

# sh run_ro.sh "./" 1379 017 DOL 0.00001 20 20 0 1 (X)

# sh run_ro.sh "./" 1380 017 DOL 0.00012 20 20 0 1

# sh run_ro.sh "./" 1381 017 DOL 0.00008 20 20 0 1

# sh run_ro.sh "./" 1382 017 DOL 0.00006 20 20 0 1
# 0.4886

# sh run_ro.sh "./" 1383 017 DOL 0.00015 20 20 0 1


# sh run_ro.sh "./" 1384 017 DOL 0.00005 20 20 0 1

# sh run_ro.sh "./" 1385 017 DOL 0.00004 20 20 0 1

# sh run_ro.sh "./" 1386 017 DOL 0.00003 20 20 0 1

# sh run_ro.sh "./" 1387 017 DOL 0.00002 20 20 0 1

# sh run_ro.sh "./" 1388 017 DOL 0.001 20 20 0 1

# sh run_ro.sh "./" 1389 017 DOL 0.01 20 20 0 1

#----
# sh run_ro.sh "./" 1390 017 DOL 0.0002 20 20 0 1

# sh run_ro.sh "./" 1391 017 DOL 0.0003 20 20 0 1

# sh run_ro.sh "./" 1392 017 DOL 0.0004 20 20 0 1

# sh run_ro.sh "./" 1393 017 DOL 0.0005 20 20 0 1

# sh run_ro.sh "./" 1394 017 DOL 0.000061 20 20 0 1

# sh run_ro.sh "./" 1395 017 DOL 0.000062 20 20 0 1

# sh run_ro.sh "./" 1396 017 DOL 0.000063 20 20 0 1

# sh run_ro.sh "./" 1397 017 DOL 0.000064 20 20 0 1

# sh run_ro.sh "./" 1398 017 DOL 0.000065 20 20 0 1

# sh run_ro.sh "./" 1399 017 DOL 0.000055 20 20 0 1

# sh run_ro.sh "./" 1400 017 DOL 0.000056 20 20 0 1

# sh run_ro.sh "./" 1401 017 DOL 0.000057 20 20 0 1

# sh run_ro.sh "./" 1402 017 DOL 0.000058 20 20 0 1




#############################symmetric decentralized online learning (symmetric-DOL ###################################
# beta = 0, N = 32, undirected_neighbor_num=8, out_directed_neighbor_num=0
# sh run_ro.sh "./" 1477 018 DOL 0.0001 20 5 0 1 (3)
# 0.3204

# sh run_ro.sh "./" 1478 018 DOL 0.001 20 5 0 1 (X)

# sh run_ro.sh "./" 1479 018 DOL 0.00001 20 5 0 1  (0.5-3)
# 0.2392

# sh run_ro.sh "./" 1480 018 DOL 0.0002 20 5 0 1

# sh run_ro.sh "./" 1481 018 DOL 0.0003 20 5 0 1

# sh run_ro.sh "./" 1482 018 DOL 0.0004 20 5 0 1

# sh run_ro.sh "./" 1483 018 DOL 0.0005 20 5 0 1

# sh run_ro.sh "./" 1484 018 DOL 0.0006 20 5 0 1

# sh run_ro.sh "./" 1485 018 DOL 0.0007 20 5 0 1

# sh run_ro.sh "./" 1486 018 DOL 0.0008 20 5 0 1

# sh run_ro.sh "./" 1487 018 DOL 0.0009 20 5 0 1

# sh run_ro.sh "./" 1488 018 DOL 0.00002 20 5 0 1 (0.5-1)
# 0.1839

# sh run_ro.sh "./" 1489 018 DOL 0.00003 20 5 0 1

# sh run_ro.sh "./" 1490 018 DOL 0.00004 20 5 0 1

# sh run_ro.sh "./" 1491 018 DOL 0.00005 20 5 0 1

# sh run_ro.sh "./" 1492 018 DOL 0.00006 20 5 0 1 (0.5-4)
# 0.1909

# sh run_ro.sh "./" 1493 018 DOL 0.00007 20 5 0 1 (0.5-2)
# 0.2236

# sh run_ro.sh "./" 1494 018 DOL 0.00008 20 5 0 1

# sh run_ro.sh "./" 1495 018 DOL 0.00009 20 5 0 1 (4)
# 0.2979

############################# asymmetric decentralized online learning (asymmetric-DOL)###################
# beta = 0, N = 128, undirected_neighbor_num=16, out_directed_neighbor_num=16
# sh run_ro.sh "./" 1577 019 DOL 0.0001 20 5 5 0 (*)
# 0.3650

# sh run_ro.sh "./" 1578 019 DOL 0.001 20 5 5 0 (X)

# sh run_ro.sh "./" 1579 019 DOL 0.00001 20 5 5 0 (X)

# sh run_ro.sh "./" 1580 017 DOL 0.00012 20 5 5 0


# sh run_ro.sh "./" 1581 017 DOL 0.00008 20 5 5 0


# sh run_ro.sh "./" 1582 017 DOL 0.00006 20 5 5 0


# sh run_ro.sh "./" 1583 017 DOL 0.00015 20 5 5 0

############################asymmetric pushsum-based decentralized online learning (asymmetric-pushsum)#################
# beta = 0, N = 20, undirected_neighbor_num=5, out_directed_neighbor_num=16
# sh run_ro.sh "./" 1677 020 PUSHSUM 0.0001 20 5 5 0 (*)
# 0.4289

# sh run_ro.sh "./" 1678 020 PUSHSUM 0.001 20 5 5 0 (X)

# sh run_ro.sh "./" 1679 020 PUSHSUM 0.00001 20 5 5 0 (X)

# sh run_ro.sh "./" 1680 017 DOL 0.00012 20 5 5 0

# sh run_ro.sh "./" 1681 017 DOL 0.00008 20 5 5 0 (2)
# 0.3129

# sh run_ro.sh "./" 1682 017 DOL 0.00006 20 5 5 0 (1)
# 0.2837

# sh run_ro.sh "./" 1683 017 DOL 0.00015 20 5 5 0




#**********************************************************************************
#**********************************************************************************
#**********************************************************************************
#**********************************************************************************
#**********************************************************************************
#----------------------#experiment two - Room Occupancy - beta 0
#############################PushSUM N=5###################################
# beta = 0, N = 5, undirected_neighbor_num=5, out_directed_neighbor_num=32
# sh run_ro.sh "./" 1785 020 PUSHSUM 0.1 4 2 2 0

# sh run_ro.sh "./" 1786 020 PUSHSUM 0.01 4 2 2 0

# sh run_ro.sh "./" 1787 020 PUSHSUM 0.001 4 2 2 0

# sh run_ro.sh "./" 1788 020 PUSHSUM 0.0001 4 2 2 0
# 0.4204



# sh run_ro.sh "./" 1789 020 PUSHSUM 0.00001 4 2 2 0 (*)
# 0.1824

# sh run_ro.sh "./" 1790 020 PUSHSUM 0.000001 4 2 2 0
# 0.3296


# sh run_ro.sh "./" 1788 020 PUSHSUM 0.0002 4 2 2 0
# 0.4204



# sh run_ro.sh "./" 1791 020 PUSHSUM 0.1 5 2 2 0

# sh run_ro.sh "./" 1792 020 PUSHSUM 0.01 5 2 2 0

# sh run_ro.sh "./" 1793 020 PUSHSUM 0.001 5 2 2 0

# sh run_ro.sh "./" 1794 020 PUSHSUM 0.0001 5 2 2 0

# sh run_ro.sh "./" 1795 020 PUSHSUM 0.00001 5 2 2 0

# sh run_ro.sh "./" 1796 020 PUSHSUM 0.000001 5 2 2 0


# sh run_ro.sh "./" 1797 020 PUSHSUM 0.1 6 2 2 0

# sh run_ro.sh "./" 1798 020 PUSHSUM 0.01 6 2 2 0

# sh run_ro.sh "./" 1799 020 PUSHSUM 0.001 6 2 2 0

# sh run_ro.sh "./" 1800 020 PUSHSUM 0.0001 6 2 2 0

# sh run_ro.sh "./" 1801 020 PUSHSUM 0.00001 6 2 2 0
# 1.6894

# sh run_ro.sh "./" 1802 020 PUSHSUM 0.000001 6 2 2 0

# sh run_ro.sh "./" 1803 020 PUSHSUM 0.00005 6 2 2 0

# sh run_ro.sh "./" 1804 020 PUSHSUM 0.000005 6 2 2 0
# 0.1891

# sh run_ro.sh "./" 1805 020 PUSHSUM 0.000008 6 2 2 0 (X)

# sh run_ro.sh "./" 1806 020 PUSHSUM 0.000009 6 2 2 0

# sh run_ro.sh "./" 1807 020 PUSHSUM 0.000006 6 2 2 0

# sh run_ro.sh "./" 1808 020 PUSHSUM 0.000007 6 2 2 0

#############################PushSUM N=10###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 1877 020 PUSHSUM 0.0001 10 2 2 0
# 0.6296

# sh run_ro.sh "./" 1878 020 PUSHSUM 0.001 10 2 2 0

# sh run_ro.sh "./" 1879 020 PUSHSUM 0.00001 10 2 2 0
# 0.7842

# sh run_ro.sh "./" 1880 020 PUSHSUM 0.000001 10 2 2 0
# 1.6875

# sh run_ro.sh "./" 1881 020 PUSHSUM 0.00005 10 2 2 0 (*)
# 0.4365

# sh run_ro.sh "./" 1882 020 PUSHSUM 0.000005 10 2 2 0
# 0.9374

#############################PushSUM N=20###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 1977 020 PUSHSUM 0.0001 20 2 2 0
# 0.3993

#----------------------#experiment two - Room Occupancy - beta 0.5
#############################PushSUM N=5###################################
# beta = 0, N = 5, undirected_neighbor_num=5, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2077 020 PUSHSUM 0.0001 6 2 2 0

#############################PushSUM N=10###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2177 020 PUSHSUM 0.0001 10 2 2 0
# 0.6296

# sh run_ro.sh "./" 2078 020 PUSHSUM 0.001 10 2 2 0

# sh run_ro.sh "./" 2079 020 PUSHSUM 0.00001 10 2 2 0

#############################PushSUM N=20###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2277 020 PUSHSUM 0.0001 20 2 2 0

#**********************************************************************************
#**********************************************************************************
#**********************************************************************************
#**********************************************************************************
#**********************************************************************************
#----------------------#experiment three - Room Occupancy - beta 0
#############################PushSUM N=0.2###################################
# beta = 0, N = 5, undirected_neighbor_num=20, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2377 020 PUSHSUM 0.0001 20 2 2 0

#############################PushSUM N=0.5###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2477 020 PUSHSUM 0.0001 20 5 5 0

#############################PushSUM N=0.8###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2577 020 PUSHSUM 0.0001 20 8 8 0



#----------------------#experiment three - Room Occupancy - beta 0.5
#############################PushSUM N=0.2###################################
# beta = 0, N = 5, undirected_neighbor_num=20, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2677 020 PUSHSUM 0.0001 20 2 2 0

#############################PushSUM N=0.5###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2777 020 PUSHSUM 0.0001 20 5 5 0

#############################PushSUM N=0.8###################################
# beta = 0, N = 10, undirected_neighbor_num=10, out_directed_neighbor_num=32
# sh run_ro.sh "./" 2877 020 PUSHSUM 0.0001 20 8 8 0
