Task 6661349
| Name | ParityMachine-1627979107-30195-2_0 |
| Workunit | 4408487 |
| Created | 16 Aug 2021, 3:44:27 UTC |
| Sent | 21 Aug 2021, 11:30:25 UTC |
| Report deadline | 28 Aug 2021, 11:30:25 UTC |
| Received | 21 Aug 2021, 23:26:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 21 min 39 sec |
| CPU time | 2 hours 18 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311242 | val_loss: 0.0311289 | Time: 4178.17 ms [2021-08-22 00:51:22 main:574] : INFO : Epoch 1543 | loss: 0.0311207 | val_loss: 0.0311291 | Time: 4130.94 ms [2021-08-22 00:51:26 main:574] : INFO : Epoch 1544 | loss: 0.0311213 | val_loss: 0.0311311 | Time: 4150.39 ms [2021-08-22 00:51:30 main:574] : INFO : Epoch 1545 | loss: 0.0311206 | val_loss: 0.031133 | Time: 4101.9 ms [2021-08-22 00:51:34 main:574] : INFO : Epoch 1546 | loss: 0.031117 | val_loss: 0.0311305 | Time: 4073.57 ms [2021-08-22 00:51:38 main:574] : INFO : Epoch 1547 | loss: 0.0311193 | val_loss: 0.0311292 | Time: 4150.08 ms [2021-08-22 00:51:43 main:574] : INFO : Epoch 1548 | loss: 0.0311175 | val_loss: 0.0311316 | Time: 4449.85 ms [2021-08-22 00:51:47 main:574] : INFO : Epoch 1549 | loss: 0.0311131 | val_loss: 0.0311263 | Time: 4164.63 ms [2021-08-22 00:51:51 main:574] : INFO : Epoch 1550 | loss: 0.0311105 | val_loss: 0.0311254 | Time: 4163.54 ms [2021-08-22 00:51:55 main:574] : INFO : Epoch 1551 | loss: 0.0311105 | val_loss: 0.0311267 | Time: 4135.79 ms [2021-08-22 00:51:59 main:574] : INFO : Epoch 1552 | loss: 0.0311101 | val_loss: 0.0311274 | Time: 4085.35 ms [2021-08-22 00:52:03 main:574] : INFO : Epoch 1553 | loss: 0.0311107 | val_loss: 0.0311259 | Time: 4092.09 ms [2021-08-22 00:52:07 main:574] : INFO : Epoch 1554 | loss: 0.0311123 | val_loss: 0.0311275 | Time: 4058.31 ms [2021-08-22 00:52:11 main:574] : INFO : Epoch 1555 | loss: 0.0311107 | val_loss: 0.0311336 | Time: 4061.83 ms [2021-08-22 00:52:16 main:574] : INFO : Epoch 1556 | loss: 0.0311182 | val_loss: 0.0311398 | Time: 4254.81 ms [2021-08-22 00:52:20 main:574] : INFO : Epoch 1557 | loss: 0.0311183 | val_loss: 0.0311331 | Time: 4023.9 ms [2021-08-22 00:52:24 main:574] : INFO : Epoch 1558 | loss: 0.0311155 | val_loss: 0.0311321 | Time: 4083.89 ms [2021-08-22 00:52:28 main:574] : INFO : Epoch 1559 | loss: 0.0311146 | val_loss: 0.0311297 | Time: 4010.81 ms [2021-08-22 00:52:32 main:574] : INFO : Epoch 1560 | loss: 0.0311115 | val_loss: 0.0311333 | Time: 4007.17 ms [2021-08-22 00:52:36 main:574] : INFO : Epoch 1561 | loss: 0.031111 | val_loss: 0.0311285 | Time: 4031.68 ms [2021-08-22 00:52:40 main:574] : INFO : Epoch 1562 | loss: 0.0311086 | val_loss: 0.0311271 | Time: 4084.71 ms [2021-08-22 00:52:44 main:574] : INFO : Epoch 1563 | loss: 0.0311077 | val_loss: 0.0311304 | Time: 4265.19 ms [2021-08-22 00:52:49 main:574] : INFO : Epoch 1564 | loss: 0.0311105 | val_loss: 0.0311358 | Time: 4254.92 ms [2021-08-22 00:52:53 main:574] : INFO : Epoch 1565 | loss: 0.0311106 | val_loss: 0.0311252 | Time: 4039.64 ms [2021-08-22 00:52:57 main:574] : INFO : Epoch 1566 | loss: 0.0311085 | val_loss: 0.0311233 | Time: 4073.24 ms [2021-08-22 00:53:01 main:574] : INFO : Epoch 1567 | loss: 0.0311094 | val_loss: 0.0311348 | Time: 4128.63 ms [2021-08-22 00:53:05 main:574] : INFO : Epoch 1568 | loss: 0.0311107 | val_loss: 0.0311246 | Time: 4135.61 ms [2021-08-22 00:53:09 main:574] : INFO : Epoch 1569 | loss: 0.0311068 | val_loss: 0.0311263 | Time: 4148.32 ms [2021-08-22 00:53:13 main:574] : INFO : Epoch 1570 | loss: 0.0311055 | val_loss: 0.0311305 | Time: 4024.35 ms [2021-08-22 00:53:17 main:574] : INFO : Epoch 1571 | loss: 0.0311086 | val_loss: 0.0311254 | Time: 4128.57 ms [2021-08-22 00:53:21 main:574] : INFO : Epoch 1572 | loss: 0.0311147 | val_loss: 0.0311325 | Time: 3992.06 ms [2021-08-22 00:53:25 main:574] : INFO : Epoch 1573 | loss: 0.0311114 | val_loss: 0.0311299 | Time: 4042.91 ms [2021-08-22 00:53:29 main:574] : INFO : Epoch 1574 | loss: 0.0311111 | val_loss: 0.0311284 | Time: 4012.46 ms [2021-08-22 00:53:33 main:574] : INFO : Epoch 1575 | loss: 0.031109 | val_loss: 0.0311233 | Time: 3955.4 ms [2021-08-22 00:53:38 main:574] : INFO : Epoch 1576 | loss: 0.0311078 | val_loss: 0.0311238 | Time: 4148.29 ms [2021-08-22 00:53:42 main:574] : INFO : Epoch 1577 | loss: 0.0311095 | val_loss: 0.0311437 | Time: 4087.76 ms [2021-08-22 00:53:46 main:574] : INFO : Epoch 1578 | loss: 0.03111 | val_loss: 0.0311258 | Time: 4125.13 ms [2021-08-22 00:53:50 main:574] : INFO : Epoch 1579 | loss: 0.0311083 | val_loss: 0.0311228 | Time: 4024.8 ms [2021-08-22 00:53:54 main:574] : INFO : Epoch 1580 | loss: 0.0311051 | val_loss: 0.0311251 | Time: 4060.62 ms [2021-08-22 00:53:58 main:574] : INFO : Epoch 1581 | loss: 0.0311025 | val_loss: 0.0311247 | Time: 4109.61 ms [2021-08-22 00:54:02 main:574] : INFO : Epoch 1582 | loss: 0.0311033 | val_loss: 0.0311236 | Time: 4215.65 ms [2021-08-22 00:54:07 main:574] : INFO : Epoch 1583 | loss: 0.0311029 | val_loss: 0.0311212 | Time: 4143.89 ms [2021-08-22 00:54:11 main:574] : INFO : Epoch 1584 | loss: 0.0311037 | val_loss: 0.031122 | Time: 4017.12 ms [2021-08-22 00:54:15 main:574] : INFO : Epoch 1585 | loss: 0.0311056 | val_loss: 0.0311212 | Time: 4024.47 ms [2021-08-22 00:54:19 main:574] : INFO : Epoch 1586 | loss: 0.0311045 | val_loss: 0.0311197 | Time: 4012.06 ms [2021-08-22 00:54:23 main:574] : INFO : Epoch 1587 | loss: 0.0311019 | val_loss: 0.0311244 | Time: 3952.65 ms [2021-08-22 00:54:27 main:574] : INFO : Epoch 1588 | loss: 0.0311004 | val_loss: 0.0311202 | Time: 3994.52 ms [2021-08-22 00:54:31 main:574] : INFO : Epoch 1589 | loss: 0.0311016 | val_loss: 0.0311209 | Time: 4133.25 ms [2021-08-22 00:54:35 main:574] : INFO : Epoch 1590 | loss: 0.031104 | val_loss: 0.0311207 | Time: 4140.25 ms [2021-08-22 00:54:39 main:574] : INFO : Epoch 1591 | loss: 0.031103 | val_loss: 0.0311202 | Time: 4036.9 ms [2021-08-22 00:54:43 main:574] : INFO : Epoch 1592 | loss: 0.0311034 | val_loss: 0.0311244 | Time: 4113.11 ms [2021-08-22 00:54:47 main:574] : INFO : Epoch 1593 | loss: 0.0311047 | val_loss: 0.0311242 | Time: 4033.61 ms [2021-08-22 00:54:51 main:574] : INFO : Epoch 1594 | loss: 0.0311034 | val_loss: 0.0311239 | Time: 4109.74 ms [2021-08-22 00:54:55 main:574] : INFO : Epoch 1595 | loss: 0.0311018 | val_loss: 0.0311244 | Time: 4021.77 ms [2021-08-22 00:55:00 main:574] : INFO : Epoch 1596 | loss: 0.0311006 | val_loss: 0.031124 | Time: 4121.44 ms [2021-08-22 00:55:04 main:574] : INFO : Epoch 1597 | loss: 0.0311034 | val_loss: 0.0311379 | Time: 4094.77 ms [2021-08-22 00:55:08 main:574] : INFO : Epoch 1598 | loss: 0.0311019 | val_loss: 0.0311263 | Time: 4085.82 ms [2021-08-22 00:55:12 main:574] : INFO : Epoch 1599 | loss: 0.0311013 | val_loss: 0.0311227 | Time: 3949.76 ms [2021-08-22 00:55:16 main:574] : INFO : Epoch 1600 | loss: 0.0311 | val_loss: 0.0311227 | Time: 4100.92 ms [2021-08-22 00:55:20 main:574] : INFO : Epoch 1601 | loss: 0.0311008 | val_loss: 0.0311207 | Time: 4160.98 ms [2021-08-22 00:55:24 main:574] : INFO : Epoch 1602 | loss: 0.0310993 | val_loss: 0.03112 | Time: 4107.76 ms [2021-08-22 00:55:28 main:574] : INFO : Epoch 1603 | loss: 0.031099 | val_loss: 0.0311212 | Time: 4083.86 ms [2021-08-22 00:55:32 main:574] : INFO : Epoch 1604 | loss: 0.031099 | val_loss: 0.0311221 | Time: 3981.06 ms [2021-08-22 00:55:36 main:574] : INFO : Epoch 1605 | loss: 0.0310969 | val_loss: 0.0311205 | Time: 4132.14 ms [2021-08-22 00:55:41 main:574] : INFO : Epoch 1606 | loss: 0.0310961 | val_loss: 0.0311199 | Time: 4095.4 ms [2021-08-22 00:55:45 main:574] : INFO : Epoch 1607 | loss: 0.0310984 | val_loss: 0.0311174 | Time: 4034.98 ms [2021-08-22 00:55:49 main:574] : INFO : Epoch 1608 | loss: 0.0310974 | val_loss: 0.0311197 | Time: 4156.84 ms [2021-08-22 00:55:53 main:574] : INFO : Epoch 1609 | loss: 0.0310986 | val_loss: 0.0311245 | Time: 4180.79 ms [2021-08-22 00:55:57 main:574] : INFO : Epoch 1610 | loss: 0.0311036 | val_loss: 0.0311242 | Time: 4039.83 ms [2021-08-22 00:56:01 main:574] : INFO : Epoch 1611 | loss: 0.0310967 | val_loss: 0.0311183 | Time: 4091.61 ms [2021-08-22 00:56:05 main:574] : INFO : Epoch 1612 | loss: 0.0310941 | val_loss: 0.0311201 | Time: 4084.56 ms [2021-08-22 00:56:09 main:574] : INFO : Epoch 1613 | loss: 0.0310932 | val_loss: 0.0311206 | Time: 3984.35 ms [2021-08-22 00:56:13 main:574] : INFO : Epoch 1614 | loss: 0.0310942 | val_loss: 0.0311201 | Time: 4135.06 ms [2021-08-22 00:56:18 main:574] : INFO : Epoch 1615 | loss: 0.031099 | val_loss: 0.0311212 | Time: 4097.86 ms [2021-08-22 00:56:22 main:574] : INFO : Epoch 1616 | loss: 0.0311052 | val_loss: 0.0311198 | Time: 3970.21 ms [2021-08-22 00:56:26 main:574] : INFO : Epoch 1617 | loss: 0.0311041 | val_loss: 0.0311168 | Time: 4550.94 ms [2021-08-22 00:56:30 main:574] : INFO : Epoch 1618 | loss: 0.0310996 | val_loss: 0.0311183 | Time: 4219.29 ms [2021-08-22 00:56:34 main:574] : INFO : Epoch 1619 | loss: 0.0310988 | val_loss: 0.0311166 | Time: 4104.12 ms [2021-08-22 00:56:39 main:574] : INFO : Epoch 1620 | loss: 0.031096 | val_loss: 0.0311202 | Time: 4121.45 ms [2021-08-22 00:56:43 main:574] : INFO : Epoch 1621 | loss: 0.0310962 | val_loss: 0.0311197 | Time: 4088.65 ms [2021-08-22 00:56:47 main:574] : INFO : Epoch 1622 | loss: 0.0310968 | val_loss: 0.0311171 | Time: 4068.8 ms [2021-08-22 00:56:51 main:574] : INFO : Epoch 1623 | loss: 0.0310942 | val_loss: 0.0311156 | Time: 4193.99 ms [2021-08-22 00:56:55 main:574] : INFO : Epoch 1624 | loss: 0.0310936 | val_loss: 0.0311175 | Time: 3997.68 ms [2021-08-22 00:56:59 main:574] : INFO : Epoch 1625 | loss: 0.0310937 | val_loss: 0.0311213 | Time: 4054.5 ms [2021-08-22 00:57:03 main:574] : INFO : Epoch 1626 | loss: 0.0310937 | val_loss: 0.0311175 | Time: 4058.1 ms [2021-08-22 00:57:07 main:574] : INFO : Epoch 1627 | loss: 0.031095 | val_loss: 0.0311171 | Time: 4032.93 ms [2021-08-22 00:57:11 main:574] : INFO : Epoch 1628 | loss: 0.0310937 | val_loss: 0.0311174 | Time: 4071.83 ms [2021-08-22 00:57:15 main:574] : INFO : Epoch 1629 | loss: 0.0310943 | val_loss: 0.0311198 | Time: 4012.39 ms [2021-08-22 00:57:19 main:574] : INFO : Epoch 1630 | loss: 0.0310924 | val_loss: 0.0311175 | Time: 4093.13 ms [2021-08-22 00:57:24 main:574] : INFO : Epoch 1631 | loss: 0.0310945 | val_loss: 0.0311178 | Time: 4122.77 ms [2021-08-22 00:57:28 main:574] : INFO : Epoch 1632 | loss: 0.031093 | val_loss: 0.0311159 | Time: 4218.75 ms [2021-08-22 00:57:32 main:574] : INFO : Epoch 1633 | loss: 0.0310949 | val_loss: 0.031122 | Time: 4157.98 ms [2021-08-22 00:57:36 main:574] : INFO : Epoch 1634 | loss: 0.031095 | val_loss: 0.0311189 | Time: 4167.74 ms [2021-08-22 00:57:40 main:574] : INFO : Epoch 1635 | loss: 0.0310956 | val_loss: 0.0311199 | Time: 4215.49 ms [2021-08-22 00:57:45 main:574] : INFO : Epoch 1636 | loss: 0.0310926 | val_loss: 0.0311168 | Time: 4140.09 ms [2021-08-22 00:57:49 main:574] : INFO : Epoch 1637 | loss: 0.031094 | val_loss: 0.0311161 | Time: 4250.46 ms [2021-08-22 00:57:53 main:574] : INFO : Epoch 1638 | loss: 0.0310956 | val_loss: 0.0311158 | Time: 4187.98 ms [2021-08-22 00:57:57 main:574] : INFO : Epoch 1639 | loss: 0.0310964 | val_loss: 0.0311185 | Time: 4070.49 ms [2021-08-22 00:58:01 main:574] : INFO : Epoch 1640 | loss: 0.0310997 | val_loss: 0.0311274 | Time: 4174.49 ms [2021-08-22 00:58:05 main:574] : INFO : Epoch 1641 | loss: 0.0311017 | val_loss: 0.0311178 | Time: 4095.02 ms [2021-08-22 00:58:09 main:574] : INFO : Epoch 1642 | loss: 0.031103 | val_loss: 0.0311276 | Time: 4066.51 ms [2021-08-22 00:58:14 main:574] : INFO : Epoch 1643 | loss: 0.0311083 | val_loss: 0.0311207 | Time: 4028.78 ms [2021-08-22 00:58:18 main:574] : INFO : Epoch 1644 | loss: 0.0311018 | val_loss: 0.0311216 | Time: 4086.84 ms [2021-08-22 00:58:22 main:574] : INFO : Epoch 1645 | loss: 0.0310998 | val_loss: 0.0311173 | Time: 4139.48 ms [2021-08-22 00:58:26 main:574] : INFO : Epoch 1646 | loss: 0.0310971 | val_loss: 0.0311209 | Time: 4060.07 ms [2021-08-22 00:58:30 main:574] : INFO : Epoch 1647 | loss: 0.0310978 | val_loss: 0.0311218 | Time: 4074.62 ms [2021-08-22 00:58:34 main:574] : INFO : Epoch 1648 | loss: 0.0310954 | val_loss: 0.0311236 | Time: 4067.53 ms [2021-08-22 00:58:38 main:574] : INFO : Epoch 1649 | loss: 0.0310928 | val_loss: 0.0311215 | Time: 4068.67 ms [2021-08-22 00:58:42 main:574] : INFO : Epoch 1650 | loss: 0.0310913 | val_loss: 0.031121 | Time: 4045.29 ms [2021-08-22 00:58:46 main:574] : INFO : Epoch 1651 | loss: 0.031092 | val_loss: 0.0311208 | Time: 4032.81 ms [2021-08-22 00:58:50 main:574] : INFO : Epoch 1652 | loss: 0.0310915 | val_loss: 0.0311215 | Time: 4133.28 ms [2021-08-22 00:58:55 main:574] : INFO : Epoch 1653 | loss: 0.0310963 | val_loss: 0.0311189 | Time: 4103.08 ms [2021-08-22 00:58:59 main:574] : INFO : Epoch 1654 | loss: 0.0310965 | val_loss: 0.0311162 | Time: 4068.73 ms [2021-08-22 00:59:03 main:574] : INFO : Epoch 1655 | loss: 0.0310973 | val_loss: 0.0311167 | Time: 4046.53 ms [2021-08-22 00:59:07 main:574] : INFO : Epoch 1656 | loss: 0.0310958 | val_loss: 0.0311231 | Time: 4041 ms [2021-08-22 00:59:11 main:574] : INFO : Epoch 1657 | loss: 0.0310952 | val_loss: 0.0311209 | Time: 4016.65 ms [2021-08-22 00:59:15 main:574] : INFO : Epoch 1658 | loss: 0.0310946 | val_loss: 0.0311217 | Time: 4080.19 ms [2021-08-22 00:59:19 main:574] : INFO : Epoch 1659 | loss: 0.0310978 | val_loss: 0.0311201 | Time: 3992.3 ms [2021-08-22 00:59:23 main:574] : INFO : Epoch 1660 | loss: 0.0310985 | val_loss: 0.0311232 | Time: 3958.05 ms [2021-08-22 00:59:27 main:574] : INFO : Epoch 1661 | loss: 0.0310945 | val_loss: 0.0311209 | Time: 3989.4 ms [2021-08-22 00:59:31 main:574] : INFO : Epoch 1662 | loss: 0.031093 | val_loss: 0.0311192 | Time: 4017.49 ms [2021-08-22 00:59:35 main:574] : INFO : Epoch 1663 | loss: 0.0310927 | val_loss: 0.0311191 | Time: 3932.29 ms [2021-08-22 00:59:39 main:574] : INFO : Epoch 1664 | loss: 0.0310898 | val_loss: 0.0311155 | Time: 4175.43 ms [2021-08-22 00:59:43 main:574] : INFO : Epoch 1665 | loss: 0.0310923 | val_loss: 0.0311188 | Time: 4167.74 ms [2021-08-22 00:59:47 main:574] : INFO : Epoch 1666 | loss: 0.0310904 | val_loss: 0.0311176 | Time: 4168.11 ms [2021-08-22 00:59:51 main:574] : INFO : Epoch 1667 | loss: 0.0310902 | val_loss: 0.0311173 | Time: 4009.51 ms [2021-08-22 00:59:56 main:574] : INFO : Epoch 1668 | loss: 0.0310908 | val_loss: 0.0311219 | Time: 4007.59 ms [2021-08-22 01:00:00 main:574] : INFO : Epoch 1669 | loss: 0.0310961 | val_loss: 0.0311215 | Time: 4050.84 ms [2021-08-22 01:00:04 main:574] : INFO : Epoch 1670 | loss: 0.0310964 | val_loss: 0.0311205 | Time: 4064.77 ms [2021-08-22 01:00:08 main:574] : INFO : Epoch 1671 | loss: 0.0310927 | val_loss: 0.0311199 | Time: 4041.65 ms [2021-08-22 01:00:12 main:574] : INFO : Epoch 1672 | loss: 0.0310888 | val_loss: 0.0311159 | Time: 3996.63 ms [2021-08-22 01:00:16 main:574] : INFO : Epoch 1673 | loss: 0.0310891 | val_loss: 0.0311205 | Time: 4119.22 ms [2021-08-22 01:00:20 main:574] : INFO : Epoch 1674 | loss: 0.0310909 | val_loss: 0.0311172 | Time: 4053.84 ms [2021-08-22 01:00:24 main:574] : INFO : Epoch 1675 | loss: 0.0310954 | val_loss: 0.0311181 | Time: 4166.51 ms [2021-08-22 01:00:28 main:574] : INFO : Epoch 1676 | loss: 0.0310945 | val_loss: 0.0311186 | Time: 4078.79 ms [2021-08-22 01:00:32 main:574] : INFO : Epoch 1677 | loss: 0.0310931 | val_loss: 0.0311208 | Time: 4046.5 ms [2021-08-22 01:00:36 main:574] : INFO : Epoch 1678 | loss: 0.0310961 | val_loss: 0.0311178 | Time: 4134.47 ms [2021-08-22 01:00:41 main:574] : INFO : Epoch 1679 | loss: 0.0310931 | val_loss: 0.0311186 | Time: 4132.1 ms [2021-08-22 01:00:45 main:574] : INFO : Epoch 1680 | loss: 0.0310941 | val_loss: 0.0311208 | Time: 4142.3 ms [2021-08-22 01:00:49 main:574] : INFO : Epoch 1681 | loss: 0.0310945 | val_loss: 0.0311238 | Time: 4029.97 ms [2021-08-22 01:00:53 main:574] : INFO : Epoch 1682 | loss: 0.0310941 | val_loss: 0.0311191 | Time: 4087.81 ms [2021-08-22 01:00:57 main:574] : INFO : Epoch 1683 | loss: 0.0310922 | val_loss: 0.0311212 | Time: 4058.03 ms [2021-08-22 01:01:01 main:574] : INFO : Epoch 1684 | loss: 0.0310941 | val_loss: 0.0311264 | Time: 4167.72 ms [2021-08-22 01:01:05 main:574] : INFO : Epoch 1685 | loss: 0.0311057 | val_loss: 0.0311525 | Time: 4039.71 ms [2021-08-22 01:01:09 main:574] : INFO : Epoch 1686 | loss: 0.0311075 | val_loss: 0.0311287 | Time: 3981.29 ms [2021-08-22 01:01:13 main:574] : INFO : Epoch 1687 | loss: 0.0310989 | val_loss: 0.0311214 | Time: 4045.72 ms [2021-08-22 01:01:17 main:574] : INFO : Epoch 1688 | loss: 0.03109 | val_loss: 0.0311238 | Time: 3949.27 ms [2021-08-22 01:01:21 main:574] : INFO : Epoch 1689 | loss: 0.0310903 | val_loss: 0.031117 | Time: 4073.69 ms [2021-08-22 01:01:25 main:574] : INFO : Epoch 1690 | loss: 0.0310929 | val_loss: 0.0311164 | Time: 3992.58 ms [2021-08-22 01:01:29 main:574] : INFO : Epoch 1691 | loss: 0.0310913 | val_loss: 0.0311134 | Time: 3987.74 ms [2021-08-22 01:01:34 main:574] : INFO : Epoch 1692 | loss: 0.0310903 | val_loss: 0.0311172 | Time: 4082.47 ms [2021-08-22 01:01:38 main:574] : INFO : Epoch 1693 | loss: 0.0310946 | val_loss: 0.031123 | Time: 4129.11 ms [2021-08-22 01:01:42 main:574] : INFO : Epoch 1694 | loss: 0.0310928 | val_loss: 0.0311202 | Time: 4048.13 ms [2021-08-22 01:01:46 main:574] : INFO : Epoch 1695 | loss: 0.0310934 | val_loss: 0.0311191 | Time: 4054.28 ms [2021-08-22 01:01:50 main:574] : INFO : Epoch 1696 | loss: 0.0310923 | val_loss: 0.0311188 | Time: 4063.11 ms [2021-08-22 01:01:54 main:574] : INFO : Epoch 1697 | loss: 0.031089 | val_loss: 0.031121 | Time: 4018.93 ms [2021-08-22 01:01:58 main:574] : INFO : Epoch 1698 | loss: 0.0310921 | val_loss: 0.0311276 | Time: 4034.72 ms [2021-08-22 01:02:02 main:574] : INFO : Epoch 1699 | loss: 0.0310921 | val_loss: 0.0311195 | Time: 4085.22 ms [2021-08-22 01:02:06 main:574] : INFO : Epoch 1700 | loss: 0.0310891 | val_loss: 0.0311218 | Time: 4122.98 ms [2021-08-22 01:02:10 main:574] : INFO : Epoch 1701 | loss: 0.0310921 | val_loss: 0.0311213 | Time: 4103.1 ms [2021-08-22 01:02:14 main:574] : INFO : Epoch 1702 | loss: 0.0311117 | val_loss: 0.0311239 | Time: 4054.01 ms [2021-08-22 01:02:19 main:574] : INFO : Epoch 1703 | loss: 0.0311104 | val_loss: 0.0311282 | Time: 4188.09 ms [2021-08-22 01:02:23 main:574] : INFO : Epoch 1704 | loss: 0.0311063 | val_loss: 0.031122 | Time: 4168.96 ms [2021-08-22 01:02:27 main:574] : INFO : Epoch 1705 | loss: 0.0311011 | val_loss: 0.0311212 | Time: 4071.09 ms [2021-08-22 01:02:31 main:574] : INFO : Epoch 1706 | loss: 0.0311006 | val_loss: 0.0311229 | Time: 4350.72 ms [2021-08-22 01:02:35 main:574] : INFO : Epoch 1707 | loss: 0.0310992 | val_loss: 0.0311211 | Time: 4011.44 ms [2021-08-22 01:02:39 main:574] : INFO : Epoch 1708 | loss: 0.0310973 | val_loss: 0.0311233 | Time: 4086.5 ms [2021-08-22 01:02:44 main:574] : INFO : Epoch 1709 | loss: 0.0310966 | val_loss: 0.0311236 | Time: 4162.81 ms [2021-08-22 01:02:48 main:574] : INFO : Epoch 1710 | loss: 0.0310954 | val_loss: 0.0311231 | Time: 4095.25 ms [2021-08-22 01:02:52 main:574] : INFO : Epoch 1711 | loss: 0.0310917 | val_loss: 0.0311221 | Time: 3982.54 ms [2021-08-22 01:02:56 main:574] : INFO : Epoch 1712 | loss: 0.0310912 | val_loss: 0.0311242 | Time: 4049.35 ms [2021-08-22 01:03:00 main:574] : INFO : Epoch 1713 | loss: 0.0310898 | val_loss: 0.0311219 | Time: 4090.26 ms [2021-08-22 01:03:04 main:574] : INFO : Epoch 1714 | loss: 0.03109 | val_loss: 0.0311264 | Time: 4092.01 ms [2021-08-22 01:03:08 main:574] : INFO : Epoch 1715 | loss: 0.0310933 | val_loss: 0.0311205 | Time: 4053.13 ms [2021-08-22 01:03:12 main:574] : INFO : Epoch 1716 | loss: 0.0311008 | val_loss: 0.0311205 | Time: 4049.45 ms [2021-08-22 01:03:16 main:574] : INFO : Epoch 1717 | loss: 0.0311008 | val_loss: 0.0311187 | Time: 3990.65 ms [2021-08-22 01:03:20 main:574] : INFO : Epoch 1718 | loss: 0.0311027 | val_loss: 0.0311173 | Time: 4144.24 ms [2021-08-22 01:03:24 main:574] : INFO : Epoch 1719 | loss: 0.0311038 | val_loss: 0.0311171 | Time: 4053.37 ms [2021-08-22 01:03:29 main:574] : INFO : Epoch 1720 | loss: 0.0310996 | val_loss: 0.0311248 | Time: 4086.15 ms [2021-08-22 01:03:33 main:574] : INFO : Epoch 1721 | loss: 0.0310975 | val_loss: 0.0311211 | Time: 4106 ms [2021-08-22 01:03:37 main:574] : INFO : Epoch 1722 | loss: 0.031096 | val_loss: 0.0311219 | Time: 3987.1 ms [2021-08-22 01:03:41 main:574] : INFO : Epoch 1723 | loss: 0.0310934 | val_loss: 0.0311187 | Time: 4125.75 ms [2021-08-22 01:03:45 main:574] : INFO : Epoch 1724 | loss: 0.0310922 | val_loss: 0.0311191 | Time: 4060.66 ms [2021-08-22 01:03:49 main:574] : INFO : Epoch 1725 | loss: 0.0310928 | val_loss: 0.0311186 | Time: 4184.49 ms [2021-08-22 01:03:53 main:574] : INFO : Epoch 1726 | loss: 0.0310909 | val_loss: 0.0311244 | Time: 4052.6 ms [2021-08-22 01:03:57 main:574] : INFO : Epoch 1727 | loss: 0.0310946 | val_loss: 0.0311186 | Time: 4094.02 ms [2021-08-22 01:04:01 main:574] : INFO : Epoch 1728 | loss: 0.0310939 | val_loss: 0.0311182 | Time: 3975.57 ms [2021-08-22 01:04:05 main:574] : INFO : Epoch 1729 | loss: 0.0310921 | val_loss: 0.0311202 | Time: 4052.48 ms [2021-08-22 01:04:09 main:574] : INFO : Epoch 1730 | loss: 0.0310906 | val_loss: 0.0311195 | Time: 3970.16 ms [2021-08-22 01:04:13 main:574] : INFO : Epoch 1731 | loss: 0.0310929 | val_loss: 0.0311198 | Time: 4028.07 ms [2021-08-22 01:04:17 main:574] : INFO : Epoch 1732 | loss: 0.0310915 | val_loss: 0.0311209 | Time: 4022.1 ms [2021-08-22 01:04:21 main:574] : INFO : Epoch 1733 | loss: 0.0310917 | val_loss: 0.0311189 | Time: 4003.61 ms [2021-08-22 01:04:26 main:574] : INFO : Epoch 1734 | loss: 0.0310988 | val_loss: 0.0311194 | Time: 4240.01 ms [2021-08-22 01:04:30 main:574] : INFO : Epoch 1735 | loss: 0.0310938 | val_loss: 0.0311209 | Time: 4111.98 ms [2021-08-22 01:04:34 main:574] : INFO : Epoch 1736 | loss: 0.0310901 | val_loss: 0.0311231 | Time: 4092.38 ms [2021-08-22 01:04:38 main:574] : INFO : Epoch 1737 | loss: 0.0310902 | val_loss: 0.0311195 | Time: 4118.74 ms [2021-08-22 01:04:42 main:574] : INFO : Epoch 1738 | loss: 0.0310898 | val_loss: 0.0311192 | Time: 3999.15 ms [2021-08-22 01:04:46 main:574] : INFO : Epoch 1739 | loss: 0.0310935 | val_loss: 0.0311218 | Time: 4197.05 ms [2021-08-22 01:04:50 main:574] : INFO : Epoch 1740 | loss: 0.031095 | val_loss: 0.0311195 | Time: 4064.65 ms [2021-08-22 01:04:55 main:574] : INFO : Epoch 1741 | loss: 0.0310953 | val_loss: 0.031118 | Time: 4079.07 ms [2021-08-22 01:04:59 main:574] : INFO : Epoch 1742 | loss: 0.0310928 | val_loss: 0.0311202 | Time: 4079.45 ms [2021-08-22 01:05:03 main:574] : INFO : Epoch 1743 | loss: 0.0310917 | val_loss: 0.0311194 | Time: 4046.18 ms [2021-08-22 01:05:07 main:574] : INFO : Epoch 1744 | loss: 0.0310929 | val_loss: 0.0311243 | Time: 4006.04 ms [2021-08-22 01:05:11 main:574] : INFO : Epoch 1745 | loss: 0.0310948 | val_loss: 0.0311228 | Time: 4034.24 ms [2021-08-22 01:05:15 main:574] : INFO : Epoch 1746 | loss: 0.0310987 | val_loss: 0.0311231 | Time: 4085.19 ms [2021-08-22 01:05:19 main:574] : INFO : Epoch 1747 | loss: 0.0310984 | val_loss: 0.0311249 | Time: 4035.2 ms [2021-08-22 01:05:23 main:574] : INFO : Epoch 1748 | loss: 0.0310966 | val_loss: 0.0311226 | Time: 4147.23 ms [2021-08-22 01:05:27 main:574] : INFO : Epoch 1749 | loss: 0.0310969 | val_loss: 0.0311185 | Time: 4027.3 ms [2021-08-22 01:05:31 main:574] : INFO : Epoch 1750 | loss: 0.0310963 | val_loss: 0.0311212 | Time: 4158.13 ms [2021-08-22 01:05:35 main:574] : INFO : Epoch 1751 | loss: 0.0310946 | val_loss: 0.0311224 | Time: 4144.16 ms [2021-08-22 01:05:40 main:574] : INFO : Epoch 1752 | loss: 0.0310948 | val_loss: 0.0311237 | Time: 4197.7 ms [2021-08-22 01:05:44 main:574] : INFO : Epoch 1753 | loss: 0.0310955 | val_loss: 0.0311248 | Time: 4157.99 ms [2021-08-22 01:05:48 main:574] : INFO : Epoch 1754 | loss: 0.0310934 | val_loss: 0.031124 | Time: 4167.18 ms [2021-08-22 01:05:52 main:574] : INFO : Epoch 1755 | loss: 0.0310916 | val_loss: 0.0311258 | Time: 4111.25 ms [2021-08-22 01:05:56 main:574] : INFO : Epoch 1756 | loss: 0.0310982 | val_loss: 0.0311298 | Time: 4087.93 ms [2021-08-22 01:06:00 main:574] : INFO : Epoch 1757 | loss: 0.0310968 | val_loss: 0.031127 | Time: 4098.9 ms [2021-08-22 01:06:04 main:574] : INFO : Epoch 1758 | loss: 0.0310987 | val_loss: 0.031123 | Time: 4030.08 ms [2021-08-22 01:06:09 main:574] : INFO : Epoch 1759 | loss: 0.0310987 | val_loss: 0.0311255 | Time: 4009.21 ms [2021-08-22 01:06:13 main:574] : INFO : Epoch 1760 | loss: 0.0310943 | val_loss: 0.0311224 | Time: 4040.44 ms [2021-08-22 01:06:17 main:574] : INFO : Epoch 1761 | loss: 0.0310952 | val_loss: 0.0311255 | Time: 4042.36 ms [2021-08-22 01:06:21 main:574] : INFO : Epoch 1762 | loss: 0.0310941 | val_loss: 0.0311206 | Time: 4004.42 ms [2021-08-22 01:06:25 main:574] : INFO : Epoch 1763 | loss: 0.0310926 | val_loss: 0.0311228 | Time: 4045.93 ms [2021-08-22 01:06:29 main:574] : INFO : Epoch 1764 | loss: 0.0310887 | val_loss: 0.0311221 | Time: 4291.18 ms [2021-08-22 01:06:33 main:574] : INFO : Epoch 1765 | loss: 0.0310893 | val_loss: 0.031121 | Time: 4275.77 ms [2021-08-22 01:06:37 main:574] : INFO : Epoch 1766 | loss: 0.0310888 | val_loss: 0.0311218 | Time: 4096.82 ms [2021-08-22 01:06:43 main:574] : INFO : Epoch 1767 | loss: 0.0310924 | val_loss: 0.0311253 | Time: 5490.63 ms [2021-08-22 01:06:47 main:574] : INFO : Epoch 1768 | loss: 0.0310921 | val_loss: 0.0311201 | Time: 4136.71 ms [2021-08-22 01:06:51 main:574] : INFO : Epoch 1769 | loss: 0.031088 | val_loss: 0.0311268 | Time: 4138.48 ms [2021-08-22 01:06:55 main:574] : INFO : Epoch 1770 | loss: 0.0310887 | val_loss: 0.0311258 | Time: 4168.25 ms [2021-08-22 01:07:00 main:574] : INFO : Epoch 1771 | loss: 0.0310911 | val_loss: 0.0311193 | Time: 4111.96 ms [2021-08-22 01:07:04 main:574] : INFO : Epoch 1772 | loss: 0.0310895 | val_loss: 0.0311209 | Time: 4246.53 ms [2021-08-22 01:07:08 main:574] : INFO : Epoch 1773 | loss: 0.0310921 | val_loss: 0.0311197 | Time: 4203.78 ms [2021-08-22 01:07:12 main:574] : INFO : Epoch 1774 | loss: 0.0310902 | val_loss: 0.031119 | Time: 4157.24 ms [2021-08-22 01:07:16 main:574] : INFO : Epoch 1775 | loss: 0.0310884 | val_loss: 0.0311236 | Time: 4192.69 ms [2021-08-22 01:07:21 main:574] : INFO : Epoch 1776 | loss: 0.0310934 | val_loss: 0.0311176 | Time: 4122.32 ms [2021-08-22 01:07:25 main:574] : INFO : Epoch 1777 | loss: 0.0310931 | val_loss: 0.0311205 | Time: 4020.31 ms [2021-08-22 01:07:29 main:574] : INFO : Epoch 1778 | loss: 0.03109 | val_loss: 0.0311184 | Time: 4129.99 ms [2021-08-22 01:07:33 main:574] : INFO : Epoch 1779 | loss: 0.0310887 | val_loss: 0.0311168 | Time: 4045.46 ms [2021-08-22 01:07:37 main:574] : INFO : Epoch 1780 | loss: 0.03109 | val_loss: 0.0311162 | Time: 4107.47 ms [2021-08-22 01:07:41 main:574] : INFO : Epoch 1781 | loss: 0.0310913 | val_loss: 0.0311253 | Time: 4139.37 ms [2021-08-22 01:07:45 main:574] : INFO : Epoch 1782 | loss: 0.0310908 | val_loss: 0.031118 | Time: 4109.93 ms [2021-08-22 01:07:49 main:574] : INFO : Epoch 1783 | loss: 0.031089 | val_loss: 0.0311166 | Time: 4097.06 ms [2021-08-22 01:07:53 main:574] : INFO : Epoch 1784 | loss: 0.0310903 | val_loss: 0.0311168 | Time: 4075.9 ms [2021-08-22 01:07:58 main:574] : INFO : Epoch 1785 | loss: 0.0310909 | val_loss: 0.0311214 | Time: 4155.24 ms [2021-08-22 01:08:02 main:574] : INFO : Epoch 1786 | loss: 0.031092 | val_loss: 0.0311202 | Time: 4098.18 ms [2021-08-22 01:08:06 main:574] : INFO : Epoch 1787 | loss: 0.0310934 | val_loss: 0.031119 | Time: 4096.93 ms [2021-08-22 01:08:10 main:574] : INFO : Epoch 1788 | loss: 0.0310934 | val_loss: 0.0311204 | Time: 4070.47 ms [2021-08-22 01:08:14 main:574] : INFO : Epoch 1789 | loss: 0.0310911 | val_loss: 0.0311193 | Time: 4077.14 ms [2021-08-22 01:08:18 main:574] : INFO : Epoch 1790 | loss: 0.0310916 | val_loss: 0.0311307 | Time: 4020.52 ms [2021-08-22 01:08:22 main:574] : INFO : Epoch 1791 | loss: 0.031092 | val_loss: 0.0311212 | Time: 4027.8 ms [2021-08-22 01:08:26 main:574] : INFO : Epoch 1792 | loss: 0.0310891 | val_loss: 0.0311301 | Time: 4010.24 ms [2021-08-22 01:08:30 main:574] : INFO : Epoch 1793 | loss: 0.0310885 | val_loss: 0.0311219 | Time: 4108.89 ms [2021-08-22 01:08:34 main:574] : INFO : Epoch 1794 | loss: 0.0310893 | val_loss: 0.0311182 | Time: 4100.77 ms [2021-08-22 01:08:38 main:574] : INFO : Epoch 1795 | loss: 0.0310896 | val_loss: 0.0311253 | Time: 4038.73 ms [2021-08-22 01:08:42 main:574] : INFO : Epoch 1796 | loss: 0.0310885 | val_loss: 0.0311239 | Time: 4028.3 ms [2021-08-22 01:08:47 main:574] : INFO : Epoch 1797 | loss: 0.0310855 | val_loss: 0.0311198 | Time: 4087.27 ms [2021-08-22 01:08:51 main:574] : INFO : Epoch 1798 | loss: 0.0310885 | val_loss: 0.0311254 | Time: 4092.42 ms [2021-08-22 01:08:55 main:574] : INFO : Epoch 1799 | loss: 0.0310889 | val_loss: 0.0311155 | Time: 4195.13 ms [2021-08-22 01:08:59 main:574] : INFO : Epoch 1800 | loss: 0.0310874 | val_loss: 0.0311217 | Time: 4139.61 ms [2021-08-22 01:09:03 main:574] : INFO : Epoch 1801 | loss: 0.0310859 | val_loss: 0.0311177 | Time: 4324.49 ms [2021-08-22 01:09:08 main:574] : INFO : Epoch 1802 | loss: 0.031085 | val_loss: 0.0311198 | Time: 4073.54 ms [2021-08-22 01:09:12 main:574] : INFO : Epoch 1803 | loss: 0.0310865 | val_loss: 0.0311242 | Time: 4182.99 ms [2021-08-22 01:09:16 main:574] : INFO : Epoch 1804 | loss: 0.0310911 | val_loss: 0.0311238 | Time: 4073.73 ms [2021-08-22 01:09:20 main:574] : INFO : Epoch 1805 | loss: 0.031088 | val_loss: 0.0311205 | Time: 4008.57 ms [2021-08-22 01:09:24 main:574] : INFO : Epoch 1806 | loss: 0.0310886 | val_loss: 0.0311188 | Time: 4202.41 ms [2021-08-22 01:09:28 main:574] : INFO : Epoch 1807 | loss: 0.0310885 | val_loss: 0.03112 | Time: 4119.96 ms [2021-08-22 01:09:32 main:574] : INFO : Epoch 1808 | loss: 0.0310884 | val_loss: 0.0311207 | Time: 4172.93 ms [2021-08-22 01:09:37 main:574] : INFO : Epoch 1809 | loss: 0.0310872 | val_loss: 0.0311184 | Time: 4097.85 ms [2021-08-22 01:09:41 main:574] : INFO : Epoch 1810 | loss: 0.0310874 | val_loss: 0.031123 | Time: 4042.88 ms [2021-08-22 01:09:45 main:574] : INFO : Epoch 1811 | loss: 0.0310884 | val_loss: 0.0311224 | Time: 4016.29 ms [2021-08-22 01:09:49 main:574] : INFO : Epoch 1812 | loss: 0.0310866 | val_loss: 0.0311234 | Time: 4198.39 ms [2021-08-22 01:09:53 main:574] : INFO : Epoch 1813 | loss: 0.0310884 | val_loss: 0.0311252 | Time: 4129.16 ms [2021-08-22 01:09:57 main:574] : INFO : Epoch 1814 | loss: 0.0310869 | val_loss: 0.0311236 | Time: 4069.58 ms [2021-08-22 01:10:01 main:574] : INFO : Epoch 1815 | loss: 0.0310862 | val_loss: 0.0311205 | Time: 4189.52 ms [2021-08-22 01:10:05 main:574] : INFO : Epoch 1816 | loss: 0.0310858 | val_loss: 0.0311169 | Time: 4065.42 ms [2021-08-22 01:10:09 main:574] : INFO : Epoch 1817 | loss: 0.0310858 | val_loss: 0.0311173 | Time: 4022.73 ms [2021-08-22 01:10:13 main:574] : INFO : Epoch 1818 | loss: 0.0310854 | val_loss: 0.0311158 | Time: 3991.28 ms [2021-08-22 01:10:17 main:574] : INFO : Epoch 1819 | loss: 0.0310862 | val_loss: 0.031128 | Time: 3982.38 ms [2021-08-22 01:10:21 main:574] : INFO : Epoch 1820 | loss: 0.0310858 | val_loss: 0.0311172 | Time: 3987.18 ms [2021-08-22 01:10:26 main:574] : INFO : Epoch 1821 | loss: 0.0310845 | val_loss: 0.0311218 | Time: 4050.1 ms [2021-08-22 01:10:30 main:574] : INFO : Epoch 1822 | loss: 0.0310861 | val_loss: 0.0311253 | Time: 3993.64 ms [2021-08-22 01:10:34 main:574] : INFO : Epoch 1823 | loss: 0.0310869 | val_loss: 0.0311222 | Time: 4118.55 ms [2021-08-22 01:10:38 main:574] : INFO : Epoch 1824 | loss: 0.0310827 | val_loss: 0.0311279 | Time: 4055.15 ms [2021-08-22 01:10:42 main:574] : INFO : Epoch 1825 | loss: 0.0310864 | val_loss: 0.0311236 | Time: 4139.41 ms [2021-08-22 01:10:46 main:574] : INFO : Epoch 1826 | loss: 0.0310833 | val_loss: 0.0311262 | Time: 4022.88 ms [2021-08-22 01:10:50 main:574] : INFO : Epoch 1827 | loss: 0.0310836 | val_loss: 0.0311165 | Time: 4238.35 ms [2021-08-22 01:10:54 main:574] : INFO : Epoch 1828 | loss: 0.0310827 | val_loss: 0.0311181 | Time: 4092.26 ms [2021-08-22 01:10:58 main:574] : INFO : Epoch 1829 | loss: 0.03109 | val_loss: 0.0311249 | Time: 4062.67 ms [2021-08-22 01:11:03 main:574] : INFO : Epoch 1830 | loss: 0.0310882 | val_loss: 0.0311201 | Time: 4118.87 ms [2021-08-22 01:11:07 main:574] : INFO : Epoch 1831 | loss: 0.0310854 | val_loss: 0.0311207 | Time: 4036.35 ms [2021-08-22 01:11:11 main:574] : INFO : Epoch 1832 | loss: 0.0310834 | val_loss: 0.0311211 | Time: 4022.09 ms [2021-08-22 01:11:15 main:574] : INFO : Epoch 1833 | loss: 0.0310827 | val_loss: 0.0311269 | Time: 3982.81 ms [2021-08-22 01:11:19 main:574] : INFO : Epoch 1834 | loss: 0.0310853 | val_loss: 0.0311244 | Time: 3974.18 ms [2021-08-22 01:11:23 main:574] : INFO : Epoch 1835 | loss: 0.0310823 | val_loss: 0.0311218 | Time: 4001.7 ms [2021-08-22 01:11:27 main:574] : INFO : Epoch 1836 | loss: 0.0310854 | val_loss: 0.0311206 | Time: 3995.71 ms [2021-08-22 01:11:31 main:574] : INFO : Epoch 1837 | loss: 0.0310827 | val_loss: 0.0311242 | Time: 4096.37 ms [2021-08-22 01:11:35 main:574] : INFO : Epoch 1838 | loss: 0.0310891 | val_loss: 0.0311183 | Time: 4037.85 ms [2021-08-22 01:11:40 main:574] : INFO : Epoch 1839 | loss: 0.0310907 | val_loss: 0.031119 | Time: 4587.36 ms [2021-08-22 01:11:44 main:574] : INFO : Epoch 1840 | loss: 0.03109 | val_loss: 0.0311207 | Time: 4322.99 ms [2021-08-22 01:11:48 main:574] : INFO : Epoch 1841 | loss: 0.0310914 | val_loss: 0.0311164 | Time: 4128.01 ms [2021-08-22 01:11:52 main:574] : INFO : Epoch 1842 | loss: 0.0310913 | val_loss: 0.0311221 | Time: 4185.85 ms [2021-08-22 01:11:56 main:574] : INFO : Epoch 1843 | loss: 0.0310921 | val_loss: 0.0311168 | Time: 4129.96 ms [2021-08-22 01:12:01 main:574] : INFO : Epoch 1844 | loss: 0.0310895 | val_loss: 0.031119 | Time: 4170.71 ms [2021-08-22 01:12:05 main:574] : INFO : Epoch 1845 | loss: 0.0310885 | val_loss: 0.0311185 | Time: 4164.06 ms [2021-08-22 01:12:09 main:574] : INFO : Epoch 1846 | loss: 0.0310897 | val_loss: 0.0311258 | Time: 4120.47 ms [2021-08-22 01:12:13 main:574] : INFO : Epoch 1847 | loss: 0.0310892 | val_loss: 0.0311275 | Time: 4139.07 ms [2021-08-22 01:12:17 main:574] : INFO : Epoch 1848 | loss: 0.0310947 | val_loss: 0.031128 | Time: 4164.43 ms [2021-08-22 01:12:21 main:574] : INFO : Epoch 1849 | loss: 0.0310956 | val_loss: 0.0311247 | Time: 4156.43 ms [2021-08-22 01:12:25 main:574] : INFO : Epoch 1850 | loss: 0.0310924 | val_loss: 0.0311376 | Time: 4080.92 ms [2021-08-22 01:12:30 main:574] : INFO : Epoch 1851 | loss: 0.0310942 | val_loss: 0.0311221 | Time: 4141.78 ms [2021-08-22 01:12:34 main:574] : INFO : Epoch 1852 | loss: 0.0310904 | val_loss: 0.0311279 | Time: 4235.15 ms [2021-08-22 01:12:38 main:574] : INFO : Epoch 1853 | loss: 0.0311002 | val_loss: 0.0311252 | Time: 4171.02 ms [2021-08-22 01:12:42 main:574] : INFO : Epoch 1854 | loss: 0.0310974 | val_loss: 0.0311262 | Time: 4142.97 ms [2021-08-22 01:12:46 main:574] : INFO : Epoch 1855 | loss: 0.0310973 | val_loss: 0.0311291 | Time: 4222.07 ms [2021-08-22 01:12:51 main:574] : INFO : Epoch 1856 | loss: 0.0310929 | val_loss: 0.0311254 | Time: 4052.79 ms [2021-08-22 01:12:55 main:574] : INFO : Epoch 1857 | loss: 0.0310935 | val_loss: 0.0311235 | Time: 4039.7 ms [2021-08-22 01:12:59 main:574] : INFO : Epoch 1858 | loss: 0.0310905 | val_loss: 0.0311178 | Time: 4238.43 ms [2021-08-22 01:13:04 main:574] : INFO : Epoch 1859 | loss: 0.0310904 | val_loss: 0.0311153 | Time: 4712.86 ms [2021-08-22 01:13:08 main:574] : INFO : Epoch 1860 | loss: 0.0310907 | val_loss: 0.0311142 | Time: 4116.29 ms [2021-08-22 01:13:12 main:574] : INFO : Epoch 1861 | loss: 0.031089 | val_loss: 0.0311128 | Time: 4145.95 ms [2021-08-22 01:13:16 main:574] : INFO : Epoch 1862 | loss: 0.0310884 | val_loss: 0.031114 | Time: 4190.17 ms [2021-08-22 01:13:20 main:574] : INFO : Epoch 1863 | loss: 0.0310862 | val_loss: 0.0311168 | Time: 4128.41 ms [2021-08-22 01:13:24 main:574] : INFO : Epoch 1864 | loss: 0.0310877 | val_loss: 0.0311182 | Time: 4158.24 ms [2021-08-22 01:13:28 main:574] : INFO : Epoch 1865 | loss: 0.0310846 | val_loss: 0.0311172 | Time: 4061.38 ms [2021-08-22 01:13:33 main:574] : INFO : Epoch 1866 | loss: 0.0310849 | val_loss: 0.0311224 | Time: 4074.33 ms [2021-08-22 01:13:37 main:574] : INFO : Epoch 1867 | loss: 0.0310846 | val_loss: 0.0311196 | Time: 4131.6 ms [2021-08-22 01:13:41 main:574] : INFO : Epoch 1868 | loss: 0.0310849 | val_loss: 0.0311184 | Time: 4132.11 ms [2021-08-22 01:13:45 main:574] : INFO : Epoch 1869 | loss: 0.0310861 | val_loss: 0.0311201 | Time: 4097.2 ms [2021-08-22 01:13:49 main:574] : INFO : Epoch 1870 | loss: 0.0310849 | val_loss: 0.0311162 | Time: 4146.98 ms [2021-08-22 01:13:53 main:574] : INFO : Epoch 1871 | loss: 0.0310848 | val_loss: 0.0311177 | Time: 4126.67 ms [2021-08-22 01:13:57 main:574] : INFO : Epoch 1872 | loss: 0.0310834 | val_loss: 0.0311179 | Time: 4131.5 ms [2021-08-22 01:14:02 main:574] : INFO : Epoch 1873 | loss: 0.0310859 | val_loss: 0.0311207 | Time: 4181.85 ms [2021-08-22 01:14:06 main:574] : INFO : Epoch 1874 | loss: 0.0310862 | val_loss: 0.0311205 | Time: 4081.43 ms [2021-08-22 01:14:10 main:574] : INFO : Epoch 1875 | loss: 0.0310873 | val_loss: 0.0311173 | Time: 4241.44 ms [2021-08-22 01:14:14 main:574] : INFO : Epoch 1876 | loss: 0.0310861 | val_loss: 0.0311202 | Time: 4114.05 ms [2021-08-22 01:14:18 main:574] : INFO : Epoch 1877 | loss: 0.0310879 | val_loss: 0.0311199 | Time: 4037.74 ms [2021-08-22 01:14:22 main:574] : INFO : Epoch 1878 | loss: 0.0310878 | val_loss: 0.0311195 | Time: 4172.89 ms [2021-08-22 01:14:27 main:574] : INFO : Epoch 1879 | loss: 0.0310905 | val_loss: 0.0311314 | Time: 4137.27 ms [2021-08-22 01:14:31 main:574] : INFO : Epoch 1880 | loss: 0.0310913 | val_loss: 0.0311242 | Time: 4098.38 ms [2021-08-22 01:14:35 main:574] : INFO : Epoch 1881 | loss: 0.0310941 | val_loss: 0.031125 | Time: 4135.11 ms [2021-08-22 01:14:39 main:574] : INFO : Epoch 1882 | loss: 0.031095 | val_loss: 0.0311237 | Time: 4195.27 ms [2021-08-22 01:14:43 main:574] : INFO : Epoch 1883 | loss: 0.0310948 | val_loss: 0.0311182 | Time: 4098.44 ms [2021-08-22 01:14:47 main:574] : INFO : Epoch 1884 | loss: 0.0310882 | val_loss: 0.0311204 | Time: 4168.49 ms [2021-08-22 01:14:52 main:574] : INFO : Epoch 1885 | loss: 0.0310878 | val_loss: 0.0311205 | Time: 4157.83 ms [2021-08-22 01:14:56 main:574] : INFO : Epoch 1886 | loss: 0.0310857 | val_loss: 0.0311201 | Time: 4027.2 ms [2021-08-22 01:15:00 main:574] : INFO : Epoch 1887 | loss: 0.0310858 | val_loss: 0.0311175 | Time: 4191.09 ms [2021-08-22 01:15:04 main:574] : INFO : Epoch 1888 | loss: 0.0310839 | val_loss: 0.0311211 | Time: 4055.44 ms [2021-08-22 01:15:08 main:574] : INFO : Epoch 1889 | loss: 0.0310862 | val_loss: 0.0311171 | Time: 4055.75 ms [2021-08-22 01:15:12 main:574] : INFO : Epoch 1890 | loss: 0.0310923 | val_loss: 0.031123 | Time: 4004.03 ms [2021-08-22 01:15:16 main:574] : INFO : Epoch 1891 | loss: 0.031092 | val_loss: 0.0311284 | Time: 4013.07 ms [2021-08-22 01:15:20 main:574] : INFO : Epoch 1892 | loss: 0.0310917 | val_loss: 0.0311313 | Time: 3971.52 ms [2021-08-22 01:15:24 main:574] : INFO : Epoch 1893 | loss: 0.0310947 | val_loss: 0.0311216 | Time: 3984.3 ms [2021-08-22 01:15:28 main:574] : INFO : Epoch 1894 | loss: 0.0310931 | val_loss: 0.0311294 | Time: 4012.21 ms [2021-08-22 01:15:32 main:574] : INFO : Epoch 1895 | loss: 0.0310909 | val_loss: 0.0311202 | Time: 4212.06 ms [2021-08-22 01:15:37 main:574] : INFO : Epoch 1896 | loss: 0.0310888 | val_loss: 0.0311218 | Time: 4376.37 ms [2021-08-22 01:15:42 main:574] : INFO : Epoch 1897 | loss: 0.0310902 | val_loss: 0.0311259 | Time: 5121.2 ms [2021-08-22 01:15:46 main:574] : INFO : Epoch 1898 | loss: 0.0310916 | val_loss: 0.0311259 | Time: 4174.66 ms [2021-08-22 01:15:50 main:574] : INFO : Epoch 1899 | loss: 0.0310925 | val_loss: 0.031122 | Time: 4373.6 ms [2021-08-22 01:15:54 main:574] : INFO : Epoch 1900 | loss: 0.0310929 | val_loss: 0.0311272 | Time: 4129.41 ms [2021-08-22 01:15:58 main:574] : INFO : Epoch 1901 | loss: 0.0310939 | val_loss: 0.0311242 | Time: 4002.45 ms [2021-08-22 01:16:03 main:574] : INFO : Epoch 1902 | loss: 0.0310983 | val_loss: 0.0311223 | Time: 4177.19 ms [2021-08-22 01:16:07 main:574] : INFO : Epoch 1903 | loss: 0.0310969 | val_loss: 0.0311241 | Time: 4243.31 ms [2021-08-22 01:16:11 main:574] : INFO : Epoch 1904 | loss: 0.0310923 | val_loss: 0.0311221 | Time: 4091.28 ms [2021-08-22 01:16:15 main:574] : INFO : Epoch 1905 | loss: 0.0310928 | val_loss: 0.0311199 | Time: 4100.41 ms [2021-08-22 01:16:19 main:574] : INFO : Epoch 1906 | loss: 0.0310965 | val_loss: 0.0311253 | Time: 4018.7 ms [2021-08-22 01:16:23 main:574] : INFO : Epoch 1907 | loss: 0.0310953 | val_loss: 0.0311244 | Time: 4118.99 ms [2021-08-22 01:16:27 main:574] : INFO : Epoch 1908 | loss: 0.0310938 | val_loss: 0.0311258 | Time: 4113.95 ms [2021-08-22 01:16:32 main:574] : INFO : Epoch 1909 | loss: 0.0310951 | val_loss: 0.0311209 | Time: 4039.32 ms [2021-08-22 01:16:36 main:574] : INFO : Epoch 1910 | loss: 0.0310952 | val_loss: 0.0311271 | Time: 4003.59 ms [2021-08-22 01:16:40 main:574] : INFO : Epoch 1911 | loss: 0.0310995 | val_loss: 0.0311292 | Time: 4202.59 ms [2021-08-22 01:16:44 main:574] : INFO : Epoch 1912 | loss: 0.0310995 | val_loss: 0.0311252 | Time: 4207.8 ms [2021-08-22 01:16:49 main:574] : INFO : Epoch 1913 | loss: 0.0310952 | val_loss: 0.0311227 | Time: 4513.87 ms [2021-08-22 01:16:53 main:574] : INFO : Epoch 1914 | loss: 0.0310989 | val_loss: 0.0311193 | Time: 4189.68 ms [2021-08-22 01:16:57 main:574] : INFO : Epoch 1915 | loss: 0.0310979 | val_loss: 0.0311203 | Time: 4114.84 ms [2021-08-22 01:17:01 main:574] : INFO : Epoch 1916 | loss: 0.0310945 | val_loss: 0.031124 | Time: 4213.03 ms [2021-08-22 01:17:05 main:574] : INFO : Epoch 1917 | loss: 0.0310942 | val_loss: 0.0311197 | Time: 4028.71 ms [2021-08-22 01:17:09 main:574] : INFO : Epoch 1918 | loss: 0.0310911 | val_loss: 0.0311209 | Time: 3997.24 ms [2021-08-22 01:17:13 main:574] : INFO : Epoch 1919 | loss: 0.0310895 | val_loss: 0.0311198 | Time: 3999.52 ms [2021-08-22 01:17:17 main:574] : INFO : Epoch 1920 | loss: 0.0310896 | val_loss: 0.0311229 | Time: 4029.11 ms [2021-08-22 01:17:22 main:574] : INFO : Epoch 1921 | loss: 0.0310907 | val_loss: 0.0311204 | Time: 4218.42 ms [2021-08-22 01:17:26 main:574] : INFO : Epoch 1922 | loss: 0.0310928 | val_loss: 0.0311265 | Time: 4219.44 ms [2021-08-22 01:17:30 main:574] : INFO : Epoch 1923 | loss: 0.0310927 | val_loss: 0.0311212 | Time: 4095.23 ms [2021-08-22 01:17:34 main:574] : INFO : Epoch 1924 | loss: 0.0310898 | val_loss: 0.0311178 | Time: 4417.14 ms [2021-08-22 01:17:38 main:574] : INFO : Epoch 1925 | loss: 0.0310898 | val_loss: 0.0311165 | Time: 4159.55 ms [2021-08-22 01:17:43 main:574] : INFO : Epoch 1926 | loss: 0.0310887 | val_loss: 0.031116 | Time: 4172.12 ms [2021-08-22 01:17:47 main:574] : INFO : Epoch 1927 | loss: 0.0310901 | val_loss: 0.0311165 | Time: 4117.5 ms [2021-08-22 01:17:51 main:574] : INFO : Epoch 1928 | loss: 0.0310881 | val_loss: 0.0311161 | Time: 4139.92 ms [2021-08-22 01:17:55 main:574] : INFO : Epoch 1929 | loss: 0.0310864 | val_loss: 0.0311165 | Time: 4228.65 ms [2021-08-22 01:17:59 main:574] : INFO : Epoch 1930 | loss: 0.0310853 | val_loss: 0.031117 | Time: 4072.59 ms [2021-08-22 01:18:03 main:574] : INFO : Epoch 1931 | loss: 0.0310839 | val_loss: 0.0311175 | Time: 4131.5 ms [2021-08-22 01:18:07 main:574] : INFO : Epoch 1932 | loss: 0.0310881 | val_loss: 0.0311288 | Time: 4012.35 ms [2021-08-22 01:18:12 main:574] : INFO : Epoch 1933 | loss: 0.0310871 | val_loss: 0.0311169 | Time: 4034.98 ms [2021-08-22 01:18:16 main:574] : INFO : Epoch 1934 | loss: 0.0310934 | val_loss: 0.0311251 | Time: 4034.34 ms [2021-08-22 01:18:20 main:574] : INFO : Epoch 1935 | loss: 0.0310954 | val_loss: 0.0311273 | Time: 4044.54 ms [2021-08-22 01:18:24 main:574] : INFO : Epoch 1936 | loss: 0.0310865 | val_loss: 0.0311233 | Time: 4014.98 ms [2021-08-22 01:18:28 main:574] : INFO : Epoch 1937 | loss: 0.0310852 | val_loss: 0.0311211 | Time: 4048.23 ms [2021-08-22 01:18:32 main:574] : INFO : Epoch 1938 | loss: 0.031089 | val_loss: 0.0311199 | Time: 4030.67 ms [2021-08-22 01:18:36 main:574] : INFO : Epoch 1939 | loss: 0.0310872 | val_loss: 0.0311137 | Time: 4064.91 ms [2021-08-22 01:18:40 main:574] : INFO : Epoch 1940 | loss: 0.0310866 | val_loss: 0.0311133 | Time: 4098.21 ms [2021-08-22 01:18:44 main:574] : INFO : Epoch 1941 | loss: 0.0310877 | val_loss: 0.0311214 | Time: 4017.12 ms [2021-08-22 01:18:48 main:574] : INFO : Epoch 1942 | loss: 0.0310883 | val_loss: 0.0311201 | Time: 4148.86 ms [2021-08-22 01:18:52 main:574] : INFO : Epoch 1943 | loss: 0.0310869 | val_loss: 0.0311203 | Time: 4133.98 ms [2021-08-22 01:18:57 main:574] : INFO : Epoch 1944 | loss: 0.0310849 | val_loss: 0.0311197 | Time: 4384.48 ms [2021-08-22 01:19:01 main:574] : INFO : Epoch 1945 | loss: 0.0310854 | val_loss: 0.0311175 | Time: 4085.91 ms [2021-08-22 01:19:05 main:574] : INFO : Epoch 1946 | loss: 0.0310839 | val_loss: 0.0311191 | Time: 4114.47 ms [2021-08-22 01:19:09 main:574] : INFO : Epoch 1947 | loss: 0.0310824 | val_loss: 0.0311184 | Time: 4049.14 ms [2021-08-22 01:19:13 main:574] : INFO : Epoch 1948 | loss: 0.0310819 | val_loss: 0.0311242 | Time: 4058.5 ms [2021-08-22 01:19:17 main:574] : INFO : Epoch 1949 | loss: 0.0310871 | val_loss: 0.0311185 | Time: 4005 ms [2021-08-22 01:19:21 main:574] : INFO : Epoch 1950 | loss: 0.0310861 | val_loss: 0.0311266 | Time: 4076.12 ms [2021-08-22 01:19:25 main:574] : INFO : Epoch 1951 | loss: 0.0310855 | val_loss: 0.0311273 | Time: 4009.67 ms [2021-08-22 01:19:29 main:574] : INFO : Epoch 1952 | loss: 0.0310854 | val_loss: 0.0311233 | Time: 4109.14 ms [2021-08-22 01:19:34 main:574] : INFO : Epoch 1953 | loss: 0.0310842 | val_loss: 0.0311317 | Time: 4053.28 ms [2021-08-22 01:19:38 main:574] : INFO : Epoch 1954 | loss: 0.0310843 | val_loss: 0.0311231 | Time: 4151.42 ms [2021-08-22 01:19:42 main:574] : INFO : Epoch 1955 | loss: 0.0310855 | val_loss: 0.0311248 | Time: 4214.7 ms [2021-08-22 01:19:46 main:574] : INFO : Epoch 1956 | loss: 0.0310924 | val_loss: 0.0311221 | Time: 4099.06 ms [2021-08-22 01:19:50 main:574] : INFO : Epoch 1957 | loss: 0.0310955 | val_loss: 0.0311242 | Time: 4096.94 ms [2021-08-22 01:19:54 main:574] : INFO : Epoch 1958 | loss: 0.031092 | val_loss: 0.0311201 | Time: 4054.03 ms [2021-08-22 01:19:58 main:574] : INFO : Epoch 1959 | loss: 0.0310907 | val_loss: 0.0311177 | Time: 4093.61 ms [2021-08-22 01:20:03 main:574] : INFO : Epoch 1960 | loss: 0.031091 | val_loss: 0.0311185 | Time: 4156.29 ms [2021-08-22 01:20:07 main:574] : INFO : Epoch 1961 | loss: 0.031092 | val_loss: 0.031123 | Time: 4175.84 ms [2021-08-22 01:20:11 main:574] : INFO : Epoch 1962 | loss: 0.031092 | val_loss: 0.0311233 | Time: 4020.66 ms [2021-08-22 01:20:15 main:574] : INFO : Epoch 1963 | loss: 0.0310931 | val_loss: 0.0311175 | Time: 4074.2 ms [2021-08-22 01:20:19 main:574] : INFO : Epoch 1964 | loss: 0.0310944 | val_loss: 0.0311247 | Time: 4065.12 ms [2021-08-22 01:20:23 main:574] : INFO : Epoch 1965 | loss: 0.0310929 | val_loss: 0.0311198 | Time: 4076.93 ms [2021-08-22 01:20:27 main:574] : INFO : Epoch 1966 | loss: 0.0310928 | val_loss: 0.0311231 | Time: 4015.76 ms [2021-08-22 01:20:31 main:574] : INFO : Epoch 1967 | loss: 0.0311018 | val_loss: 0.0311404 | Time: 4075.65 ms [2021-08-22 01:20:35 main:574] : INFO : Epoch 1968 | loss: 0.0311213 | val_loss: 0.0311312 | Time: 4045.18 ms [2021-08-22 01:20:39 main:574] : INFO : Epoch 1969 | loss: 0.0311193 | val_loss: 0.0311267 | Time: 4059.53 ms [2021-08-22 01:20:43 main:574] : INFO : Epoch 1970 | loss: 0.0311128 | val_loss: 0.0311221 | Time: 4068.95 ms [2021-08-22 01:20:47 main:574] : INFO : Epoch 1971 | loss: 0.031111 | val_loss: 0.031122 | Time: 4108.31 ms [2021-08-22 01:20:52 main:574] : INFO : Epoch 1972 | loss: 0.0311062 | val_loss: 0.0311199 | Time: 4094.06 ms [2021-08-22 01:20:56 main:574] : INFO : Epoch 1973 | loss: 0.031105 | val_loss: 0.0311189 | Time: 4017.3 ms [2021-08-22 01:21:00 main:574] : INFO : Epoch 1974 | loss: 0.0311034 | val_loss: 0.0311224 | Time: 4045.75 ms [2021-08-22 01:21:04 main:574] : INFO : Epoch 1975 | loss: 0.0311039 | val_loss: 0.0311259 | Time: 4046.85 ms [2021-08-22 01:21:08 main:574] : INFO : Epoch 1976 | loss: 0.0311043 | val_loss: 0.0311233 | Time: 4073.83 ms [2021-08-22 01:21:12 main:574] : INFO : Epoch 1977 | loss: 0.0311053 | val_loss: 0.0311186 | Time: 4046.93 ms [2021-08-22 01:21:16 main:574] : INFO : Epoch 1978 | loss: 0.0311044 | val_loss: 0.0311207 | Time: 4021.17 ms [2021-08-22 01:21:20 main:574] : INFO : Epoch 1979 | loss: 0.0311018 | val_loss: 0.0311217 | Time: 3980.08 ms [2021-08-22 01:21:24 main:574] : INFO : Epoch 1980 | loss: 0.0311002 | val_loss: 0.03112 | Time: 4048.09 ms [2021-08-22 01:21:28 main:574] : INFO : Epoch 1981 | loss: 0.0311033 | val_loss: 0.0311209 | Time: 4058.96 ms [2021-08-22 01:21:32 main:574] : INFO : Epoch 1982 | loss: 0.0311047 | val_loss: 0.0311212 | Time: 4106.85 ms [2021-08-22 01:21:36 main:574] : INFO : Epoch 1983 | loss: 0.0311021 | val_loss: 0.0311251 | Time: 4121.61 ms [2021-08-22 01:21:40 main:574] : INFO : Epoch 1984 | loss: 0.031101 | val_loss: 0.0311189 | Time: 4123.02 ms [2021-08-22 01:21:45 main:574] : INFO : Epoch 1985 | loss: 0.0310974 | val_loss: 0.0311188 | Time: 4151.26 ms [2021-08-22 01:21:49 main:574] : INFO : Epoch 1986 | loss: 0.0310969 | val_loss: 0.0311327 | Time: 4091.37 ms [2021-08-22 01:21:53 main:574] : INFO : Epoch 1987 | loss: 0.0311001 | val_loss: 0.0311169 | Time: 4122.4 ms [2021-08-22 01:21:57 main:574] : INFO : Epoch 1988 | loss: 0.0310954 | val_loss: 0.0311172 | Time: 4216.84 ms [2021-08-22 01:22:02 main:574] : INFO : Epoch 1989 | loss: 0.0310955 | val_loss: 0.0311187 | Time: 4533.85 ms [2021-08-22 01:22:06 main:574] : INFO : Epoch 1990 | loss: 0.0310938 | val_loss: 0.0311195 | Time: 4151.3 ms [2021-08-22 01:22:10 main:574] : INFO : Epoch 1991 | loss: 0.0310929 | val_loss: 0.0311161 | Time: 4112.92 ms [2021-08-22 01:22:14 main:574] : INFO : Epoch 1992 | loss: 0.0310925 | val_loss: 0.031123 | Time: 4019.89 ms [2021-08-22 01:22:18 main:574] : INFO : Epoch 1993 | loss: 0.0310941 | val_loss: 0.0311202 | Time: 3986.39 ms [2021-08-22 01:22:22 main:574] : INFO : Epoch 1994 | loss: 0.0310944 | val_loss: 0.0311211 | Time: 4007.56 ms [2021-08-22 01:22:26 main:574] : INFO : Epoch 1995 | loss: 0.0310993 | val_loss: 0.0311218 | Time: 4110.43 ms [2021-08-22 01:22:30 main:574] : INFO : Epoch 1996 | loss: 0.0310948 | val_loss: 0.0311229 | Time: 4141.49 ms [2021-08-22 01:22:35 main:574] : INFO : Epoch 1997 | loss: 0.0310956 | val_loss: 0.0311232 | Time: 4239.2 ms [2021-08-22 01:22:39 main:574] : INFO : Epoch 1998 | loss: 0.0310957 | val_loss: 0.0311214 | Time: 4188.28 ms [2021-08-22 01:22:43 main:574] : INFO : Epoch 1999 | loss: 0.0310953 | val_loss: 0.0311238 | Time: 4174.71 ms [2021-08-22 01:22:47 main:574] : INFO : Epoch 2000 | loss: 0.0310959 | val_loss: 0.0311182 | Time: 4110.54 ms [2021-08-22 01:22:51 main:574] : INFO : Epoch 2001 | loss: 0.0310956 | val_loss: 0.0311172 | Time: 4134.21 ms [2021-08-22 01:22:55 main:574] : INFO : Epoch 2002 | loss: 0.0310967 | val_loss: 0.0311245 | Time: 4027.47 ms [2021-08-22 01:23:00 main:574] : INFO : Epoch 2003 | loss: 0.0310969 | val_loss: 0.0311187 | Time: 4242.55 ms [2021-08-22 01:23:04 main:574] : INFO : Epoch 2004 | loss: 0.0310953 | val_loss: 0.0311198 | Time: 4145.97 ms [2021-08-22 01:23:08 main:574] : INFO : Epoch 2005 | loss: 0.0310923 | val_loss: 0.0311194 | Time: 4246.58 ms [2021-08-22 01:23:12 main:574] : INFO : Epoch 2006 | loss: 0.0310917 | val_loss: 0.0311192 | Time: 4068.87 ms [2021-08-22 01:23:16 main:574] : INFO : Epoch 2007 | loss: 0.0310967 | val_loss: 0.0311169 | Time: 3955.16 ms [2021-08-22 01:23:20 main:574] : INFO : Epoch 2008 | loss: 0.0310929 | val_loss: 0.0311206 | Time: 4060.28 ms [2021-08-22 01:23:24 main:574] : INFO : Epoch 2009 | loss: 0.0310933 | val_loss: 0.0311186 | Time: 4049.79 ms [2021-08-22 01:23:28 main:574] : INFO : Epoch 2010 | loss: 0.0310922 | val_loss: 0.0311208 | Time: 4153.86 ms [2021-08-22 01:23:33 main:574] : INFO : Epoch 2011 | loss: 0.0310956 | val_loss: 0.0311191 | Time: 4121.91 ms [2021-08-22 01:23:37 main:574] : INFO : Epoch 2012 | loss: 0.0310941 | val_loss: 0.031119 | Time: 4141.57 ms [2021-08-22 01:23:41 main:574] : INFO : Epoch 2013 | loss: 0.0310924 | val_loss: 0.0311175 | Time: 4145.22 ms [2021-08-22 01:23:45 main:574] : INFO : Epoch 2014 | loss: 0.0310909 | val_loss: 0.0311175 | Time: 4134.01 ms [2021-08-22 01:23:49 main:574] : INFO : Epoch 2015 | loss: 0.0310895 | val_loss: 0.031123 | Time: 4123.24 ms [2021-08-22 01:23:53 main:574] : INFO : Epoch 2016 | loss: 0.0310891 | val_loss: 0.0311189 | Time: 4124.26 ms [2021-08-22 01:23:58 main:574] : INFO : Epoch 2017 | loss: 0.0310874 | val_loss: 0.0311233 | Time: 4134.3 ms [2021-08-22 01:24:02 main:574] : INFO : Epoch 2018 | loss: 0.0310879 | val_loss: 0.0311189 | Time: 4129.4 ms [2021-08-22 01:24:06 main:574] : INFO : Epoch 2019 | loss: 0.0310885 | val_loss: 0.0311209 | Time: 4030.29 ms [2021-08-22 01:24:10 main:574] : INFO : Epoch 2020 | loss: 0.0310906 | val_loss: 0.0311252 | Time: 3978.36 ms [2021-08-22 01:24:14 main:574] : INFO : Epoch 2021 | loss: 0.0310948 | val_loss: 0.0311276 | Time: 3998.7 ms [2021-08-22 01:24:18 main:574] : INFO : Epoch 2022 | loss: 0.0310892 | val_loss: 0.0311237 | Time: 4123.75 ms [2021-08-22 01:24:22 main:574] : INFO : Epoch 2023 | loss: 0.0310898 | val_loss: 0.0311249 | Time: 4024.33 ms [2021-08-22 01:24:26 main:574] : INFO : Epoch 2024 | loss: 0.0310992 | val_loss: 0.0311195 | Time: 4003.4 ms [2021-08-22 01:24:30 main:574] : INFO : Epoch 2025 | loss: 0.0311074 | val_loss: 0.031124 | Time: 4074.68 ms [2021-08-22 01:24:34 main:574] : INFO : Epoch 2026 | loss: 0.0311128 | val_loss: 0.0311257 | Time: 4023.11 ms [2021-08-22 01:24:38 main:574] : INFO : Epoch 2027 | loss: 0.0311108 | val_loss: 0.0311221 | Time: 4146.77 ms [2021-08-22 01:24:42 main:574] : INFO : Epoch 2028 | loss: 0.0311087 | val_loss: 0.0311217 | Time: 4096.68 ms [2021-08-22 01:24:46 main:574] : INFO : Epoch 2029 | loss: 0.031105 | val_loss: 0.031121 | Time: 4112.67 ms [2021-08-22 01:24:51 main:574] : INFO : Epoch 2030 | loss: 0.031105 | val_loss: 0.0311195 | Time: 4103.07 ms [2021-08-22 01:24:55 main:574] : INFO : Epoch 2031 | loss: 0.0311037 | val_loss: 0.0311232 | Time: 4068.28 ms [2021-08-22 01:24:59 main:574] : INFO : Epoch 2032 | loss: 0.0311032 | val_loss: 0.0311228 | Time: 4168.1 ms [2021-08-22 01:25:03 main:574] : INFO : Epoch 2033 | loss: 0.0311022 | val_loss: 0.0311225 | Time: 4135.4 ms [2021-08-22 01:25:07 main:574] : INFO : Epoch 2034 | loss: 0.0311029 | val_loss: 0.0311217 | Time: 4148.61 ms [2021-08-22 01:25:11 main:574] : INFO : Epoch 2035 | loss: 0.0310986 | val_loss: 0.0311229 | Time: 4076.64 ms [2021-08-22 01:25:15 main:574] : INFO : Epoch 2036 | loss: 0.0310981 | val_loss: 0.031123 | Time: 4035.36 ms [2021-08-22 01:25:20 main:574] : INFO : Epoch 2037 | loss: 0.0310968 | val_loss: 0.0311225 | Time: 4115.89 ms [2021-08-22 01:25:24 main:574] : INFO : Epoch 2038 | loss: 0.0310962 | val_loss: 0.0311215 | Time: 4011.58 ms [2021-08-22 01:25:28 main:574] : INFO : Epoch 2039 | loss: 0.031093 | val_loss: 0.031122 | Time: 4133.59 ms [2021-08-22 01:25:32 main:574] : INFO : Epoch 2040 | loss: 0.0310939 | val_loss: 0.0311214 | Time: 4224.69 ms [2021-08-22 01:25:36 main:574] : INFO : Epoch 2041 | loss: 0.0310937 | val_loss: 0.031125 | Time: 4097.3 ms [2021-08-22 01:25:40 main:574] : INFO : Epoch 2042 | loss: 0.0310951 | val_loss: 0.0311212 | Time: 4082.04 ms [2021-08-22 01:25:44 main:574] : INFO : Epoch 2043 | loss: 0.0310989 | val_loss: 0.0311246 | Time: 4010.19 ms [2021-08-22 01:25:48 main:574] : INFO : Epoch 2044 | loss: 0.0311 | val_loss: 0.0311215 | Time: 4187.76 ms [2021-08-22 01:25:53 main:574] : INFO : Epoch 2045 | loss: 0.0310971 | val_loss: 0.0311212 | Time: 4214.18 ms [2021-08-22 01:25:57 main:574] : INFO : Epoch 2046 | loss: 0.0310978 | val_loss: 0.0311217 | Time: 4031.79 ms [2021-08-22 01:26:01 main:574] : INFO : Epoch 2047 | loss: 0.0311008 | val_loss: 0.0311216 | Time: 4169.47 ms [2021-08-22 01:26:05 main:574] : INFO : Epoch 2048 | loss: 0.0311003 | val_loss: 0.0311216 | Time: 4030.73 ms [2021-08-22 01:26:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311216 [2021-08-22 01:26:05 main:603] : INFO : Saving end state to config to file [2021-08-22 01:26:05 main:608] : INFO : Success, exiting.. 01:26:05 (8004): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)