Task 6639148
| Name | ParityMachine-1627978980-25857-2_0 |
| Workunit | 4389711 |
| Created | 15 Aug 2021, 4:52:53 UTC |
| Sent | 21 Aug 2021, 23:15:46 UTC |
| Report deadline | 28 Aug 2021, 23:15:46 UTC |
| Received | 22 Aug 2021, 11:18:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 21 min 51 sec |
| CPU time | 2 hours 19 min 6 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 | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 12:43:11 main:574] : INFO : Epoch 1542 | loss: 0.0310365 | val_loss: 0.031109 | Time: 4025.37 ms [2021-08-22 12:43:15 main:574] : INFO : Epoch 1543 | loss: 0.0310371 | val_loss: 0.0311189 | Time: 4071.61 ms [2021-08-22 12:43:20 main:574] : INFO : Epoch 1544 | loss: 0.0310515 | val_loss: 0.0311184 | Time: 4039.23 ms [2021-08-22 12:43:24 main:574] : INFO : Epoch 1545 | loss: 0.031048 | val_loss: 0.0311106 | Time: 4077.06 ms [2021-08-22 12:43:28 main:574] : INFO : Epoch 1546 | loss: 0.0310429 | val_loss: 0.0311084 | Time: 4054.72 ms [2021-08-22 12:43:32 main:574] : INFO : Epoch 1547 | loss: 0.0310362 | val_loss: 0.0311135 | Time: 4042.38 ms [2021-08-22 12:43:36 main:574] : INFO : Epoch 1548 | loss: 0.0310327 | val_loss: 0.0311234 | Time: 4115.61 ms [2021-08-22 12:43:40 main:574] : INFO : Epoch 1549 | loss: 0.0310457 | val_loss: 0.0311136 | Time: 4269.07 ms [2021-08-22 12:43:44 main:574] : INFO : Epoch 1550 | loss: 0.0310416 | val_loss: 0.03111 | Time: 4103.37 ms [2021-08-22 12:43:49 main:574] : INFO : Epoch 1551 | loss: 0.0310393 | val_loss: 0.0311232 | Time: 4222.22 ms [2021-08-22 12:43:53 main:574] : INFO : Epoch 1552 | loss: 0.0310407 | val_loss: 0.0311109 | Time: 4133.77 ms [2021-08-22 12:43:57 main:574] : INFO : Epoch 1553 | loss: 0.0310355 | val_loss: 0.0311093 | Time: 4158.99 ms [2021-08-22 12:44:01 main:574] : INFO : Epoch 1554 | loss: 0.0310307 | val_loss: 0.0311035 | Time: 4220.7 ms [2021-08-22 12:44:05 main:574] : INFO : Epoch 1555 | loss: 0.0310285 | val_loss: 0.0311135 | Time: 4133.78 ms [2021-08-22 12:44:09 main:574] : INFO : Epoch 1556 | loss: 0.031028 | val_loss: 0.0311038 | Time: 4028.03 ms [2021-08-22 12:44:13 main:574] : INFO : Epoch 1557 | loss: 0.031029 | val_loss: 0.0311049 | Time: 4172 ms [2021-08-22 12:44:18 main:574] : INFO : Epoch 1558 | loss: 0.0310283 | val_loss: 0.0311068 | Time: 4248.42 ms [2021-08-22 12:44:22 main:574] : INFO : Epoch 1559 | loss: 0.0310284 | val_loss: 0.0311123 | Time: 4069.51 ms [2021-08-22 12:44:26 main:574] : INFO : Epoch 1560 | loss: 0.0310353 | val_loss: 0.0311113 | Time: 4124.92 ms [2021-08-22 12:44:30 main:574] : INFO : Epoch 1561 | loss: 0.0310319 | val_loss: 0.031115 | Time: 4156.13 ms [2021-08-22 12:44:34 main:574] : INFO : Epoch 1562 | loss: 0.0310317 | val_loss: 0.031115 | Time: 4142.28 ms [2021-08-22 12:44:39 main:574] : INFO : Epoch 1563 | loss: 0.0310339 | val_loss: 0.0311045 | Time: 4134.45 ms [2021-08-22 12:44:43 main:574] : INFO : Epoch 1564 | loss: 0.0310314 | val_loss: 0.0311091 | Time: 4136.29 ms [2021-08-22 12:44:47 main:574] : INFO : Epoch 1565 | loss: 0.0310313 | val_loss: 0.0311102 | Time: 4182.36 ms [2021-08-22 12:44:51 main:574] : INFO : Epoch 1566 | loss: 0.0310316 | val_loss: 0.0311101 | Time: 4061.58 ms [2021-08-22 12:44:55 main:574] : INFO : Epoch 1567 | loss: 0.031031 | val_loss: 0.0311196 | Time: 4130.89 ms [2021-08-22 12:44:59 main:574] : INFO : Epoch 1568 | loss: 0.03103 | val_loss: 0.0311136 | Time: 4255.81 ms [2021-08-22 12:45:04 main:574] : INFO : Epoch 1569 | loss: 0.0310356 | val_loss: 0.0311169 | Time: 4104.53 ms [2021-08-22 12:45:08 main:574] : INFO : Epoch 1570 | loss: 0.0310458 | val_loss: 0.0311137 | Time: 4115.66 ms [2021-08-22 12:45:12 main:574] : INFO : Epoch 1571 | loss: 0.0310447 | val_loss: 0.0311197 | Time: 4027.88 ms [2021-08-22 12:45:16 main:574] : INFO : Epoch 1572 | loss: 0.0310439 | val_loss: 0.031109 | Time: 4079.17 ms [2021-08-22 12:45:20 main:574] : INFO : Epoch 1573 | loss: 0.031043 | val_loss: 0.0311157 | Time: 3996.08 ms [2021-08-22 12:45:24 main:574] : INFO : Epoch 1574 | loss: 0.0310479 | val_loss: 0.031116 | Time: 4004.79 ms [2021-08-22 12:45:28 main:574] : INFO : Epoch 1575 | loss: 0.0310764 | val_loss: 0.0311183 | Time: 4078.12 ms [2021-08-22 12:45:32 main:574] : INFO : Epoch 1576 | loss: 0.0310645 | val_loss: 0.0311152 | Time: 4117.6 ms [2021-08-22 12:45:36 main:574] : INFO : Epoch 1577 | loss: 0.0310601 | val_loss: 0.0311178 | Time: 4147.51 ms [2021-08-22 12:45:40 main:574] : INFO : Epoch 1578 | loss: 0.0310519 | val_loss: 0.0311109 | Time: 4060.2 ms [2021-08-22 12:45:45 main:574] : INFO : Epoch 1579 | loss: 0.0310482 | val_loss: 0.0311219 | Time: 4189.17 ms [2021-08-22 12:45:49 main:574] : INFO : Epoch 1580 | loss: 0.0310428 | val_loss: 0.0311154 | Time: 4112.44 ms [2021-08-22 12:45:53 main:574] : INFO : Epoch 1581 | loss: 0.031042 | val_loss: 0.0311109 | Time: 4104.17 ms [2021-08-22 12:45:57 main:574] : INFO : Epoch 1582 | loss: 0.0310359 | val_loss: 0.0311179 | Time: 4203.88 ms [2021-08-22 12:46:01 main:574] : INFO : Epoch 1583 | loss: 0.0310319 | val_loss: 0.0311229 | Time: 4097.76 ms [2021-08-22 12:46:05 main:574] : INFO : Epoch 1584 | loss: 0.0310296 | val_loss: 0.0311271 | Time: 4053.85 ms [2021-08-22 12:46:09 main:574] : INFO : Epoch 1585 | loss: 0.0310259 | val_loss: 0.0311305 | Time: 4038.3 ms [2021-08-22 12:46:13 main:574] : INFO : Epoch 1586 | loss: 0.0310265 | val_loss: 0.0311232 | Time: 3990.55 ms [2021-08-22 12:46:17 main:574] : INFO : Epoch 1587 | loss: 0.0310286 | val_loss: 0.0311165 | Time: 4081.99 ms [2021-08-22 12:46:21 main:574] : INFO : Epoch 1588 | loss: 0.0310258 | val_loss: 0.0311178 | Time: 4009.49 ms [2021-08-22 12:46:25 main:574] : INFO : Epoch 1589 | loss: 0.031025 | val_loss: 0.0311215 | Time: 4035.87 ms [2021-08-22 12:46:30 main:574] : INFO : Epoch 1590 | loss: 0.0310339 | val_loss: 0.031116 | Time: 4081.07 ms [2021-08-22 12:46:34 main:574] : INFO : Epoch 1591 | loss: 0.0310299 | val_loss: 0.0311159 | Time: 4004.91 ms [2021-08-22 12:46:38 main:574] : INFO : Epoch 1592 | loss: 0.0310298 | val_loss: 0.0311219 | Time: 4053.01 ms [2021-08-22 12:46:42 main:574] : INFO : Epoch 1593 | loss: 0.0310349 | val_loss: 0.0311145 | Time: 4091.75 ms [2021-08-22 12:46:46 main:574] : INFO : Epoch 1594 | loss: 0.0310265 | val_loss: 0.0311106 | Time: 4160.16 ms [2021-08-22 12:46:50 main:574] : INFO : Epoch 1595 | loss: 0.0310264 | val_loss: 0.0311114 | Time: 4128.51 ms [2021-08-22 12:46:54 main:574] : INFO : Epoch 1596 | loss: 0.0310325 | val_loss: 0.0311132 | Time: 4154.19 ms [2021-08-22 12:46:59 main:574] : INFO : Epoch 1597 | loss: 0.0310287 | val_loss: 0.0311097 | Time: 4164.44 ms [2021-08-22 12:47:03 main:574] : INFO : Epoch 1598 | loss: 0.0310325 | val_loss: 0.0311118 | Time: 4184.07 ms [2021-08-22 12:47:07 main:574] : INFO : Epoch 1599 | loss: 0.0310334 | val_loss: 0.0311128 | Time: 4066.38 ms [2021-08-22 12:47:11 main:574] : INFO : Epoch 1600 | loss: 0.0310321 | val_loss: 0.0311109 | Time: 4090.55 ms [2021-08-22 12:47:15 main:574] : INFO : Epoch 1601 | loss: 0.03103 | val_loss: 0.0311062 | Time: 4212.97 ms [2021-08-22 12:47:19 main:574] : INFO : Epoch 1602 | loss: 0.03103 | val_loss: 0.0311111 | Time: 4180.29 ms [2021-08-22 12:47:23 main:574] : INFO : Epoch 1603 | loss: 0.0310293 | val_loss: 0.0311127 | Time: 4028.85 ms [2021-08-22 12:47:27 main:574] : INFO : Epoch 1604 | loss: 0.0310294 | val_loss: 0.0311029 | Time: 4013.53 ms [2021-08-22 12:47:32 main:574] : INFO : Epoch 1605 | loss: 0.0310276 | val_loss: 0.0311069 | Time: 4193.77 ms [2021-08-22 12:47:36 main:574] : INFO : Epoch 1606 | loss: 0.0310266 | val_loss: 0.0311075 | Time: 4102.26 ms [2021-08-22 12:47:40 main:574] : INFO : Epoch 1607 | loss: 0.0310282 | val_loss: 0.0311144 | Time: 4269.9 ms [2021-08-22 12:47:44 main:574] : INFO : Epoch 1608 | loss: 0.0310286 | val_loss: 0.0311081 | Time: 4246.25 ms [2021-08-22 12:47:48 main:574] : INFO : Epoch 1609 | loss: 0.0310259 | val_loss: 0.0311068 | Time: 4014.71 ms [2021-08-22 12:47:53 main:574] : INFO : Epoch 1610 | loss: 0.0310238 | val_loss: 0.0311079 | Time: 4180.06 ms [2021-08-22 12:47:57 main:574] : INFO : Epoch 1611 | loss: 0.0310264 | val_loss: 0.0311032 | Time: 4120.08 ms [2021-08-22 12:48:01 main:574] : INFO : Epoch 1612 | loss: 0.0310291 | val_loss: 0.0311058 | Time: 4139.25 ms [2021-08-22 12:48:05 main:574] : INFO : Epoch 1613 | loss: 0.0310269 | val_loss: 0.0311039 | Time: 4070.99 ms [2021-08-22 12:48:09 main:574] : INFO : Epoch 1614 | loss: 0.0310236 | val_loss: 0.0311205 | Time: 4068.06 ms [2021-08-22 12:48:13 main:574] : INFO : Epoch 1615 | loss: 0.0310301 | val_loss: 0.0311139 | Time: 4052.22 ms [2021-08-22 12:48:17 main:574] : INFO : Epoch 1616 | loss: 0.0310278 | val_loss: 0.0311138 | Time: 4066.24 ms [2021-08-22 12:48:21 main:574] : INFO : Epoch 1617 | loss: 0.0310297 | val_loss: 0.031112 | Time: 4045.87 ms [2021-08-22 12:48:25 main:574] : INFO : Epoch 1618 | loss: 0.0310324 | val_loss: 0.0311164 | Time: 4019.93 ms [2021-08-22 12:48:29 main:574] : INFO : Epoch 1619 | loss: 0.031027 | val_loss: 0.0311146 | Time: 4096.18 ms [2021-08-22 12:48:34 main:574] : INFO : Epoch 1620 | loss: 0.0310336 | val_loss: 0.0310979 | Time: 4098.29 ms [2021-08-22 12:48:38 main:574] : INFO : Epoch 1621 | loss: 0.0310347 | val_loss: 0.0311078 | Time: 4111.73 ms [2021-08-22 12:48:42 main:574] : INFO : Epoch 1622 | loss: 0.0310314 | val_loss: 0.0311036 | Time: 4177.92 ms [2021-08-22 12:48:46 main:574] : INFO : Epoch 1623 | loss: 0.0310321 | val_loss: 0.0311154 | Time: 4016.55 ms [2021-08-22 12:48:50 main:574] : INFO : Epoch 1624 | loss: 0.0310277 | val_loss: 0.0311152 | Time: 4189.44 ms [2021-08-22 12:48:54 main:574] : INFO : Epoch 1625 | loss: 0.0310289 | val_loss: 0.0311067 | Time: 4112.16 ms [2021-08-22 12:48:58 main:574] : INFO : Epoch 1626 | loss: 0.0310403 | val_loss: 0.0311176 | Time: 4100.85 ms [2021-08-22 12:49:03 main:574] : INFO : Epoch 1627 | loss: 0.0310475 | val_loss: 0.031117 | Time: 4143.77 ms [2021-08-22 12:49:08 main:574] : INFO : Epoch 1628 | loss: 0.0310378 | val_loss: 0.0311076 | Time: 5006.47 ms [2021-08-22 12:49:12 main:574] : INFO : Epoch 1629 | loss: 0.0310296 | val_loss: 0.0311023 | Time: 4206.63 ms [2021-08-22 12:49:16 main:574] : INFO : Epoch 1630 | loss: 0.0310249 | val_loss: 0.0311162 | Time: 4176.59 ms [2021-08-22 12:49:20 main:574] : INFO : Epoch 1631 | loss: 0.0310296 | val_loss: 0.0311118 | Time: 4211.66 ms [2021-08-22 12:49:24 main:574] : INFO : Epoch 1632 | loss: 0.0310259 | val_loss: 0.0311067 | Time: 4130.18 ms [2021-08-22 12:49:29 main:574] : INFO : Epoch 1633 | loss: 0.031031 | val_loss: 0.0311126 | Time: 4142.56 ms [2021-08-22 12:49:33 main:574] : INFO : Epoch 1634 | loss: 0.0310324 | val_loss: 0.0311088 | Time: 4254.68 ms [2021-08-22 12:49:37 main:574] : INFO : Epoch 1635 | loss: 0.0310284 | val_loss: 0.031113 | Time: 4207.39 ms [2021-08-22 12:49:42 main:574] : INFO : Epoch 1636 | loss: 0.0310264 | val_loss: 0.0311068 | Time: 4660.96 ms [2021-08-22 12:49:46 main:574] : INFO : Epoch 1637 | loss: 0.0310302 | val_loss: 0.0311118 | Time: 4121.06 ms [2021-08-22 12:49:50 main:574] : INFO : Epoch 1638 | loss: 0.03103 | val_loss: 0.0311137 | Time: 4213.65 ms [2021-08-22 12:49:54 main:574] : INFO : Epoch 1639 | loss: 0.0310323 | val_loss: 0.0311111 | Time: 4107.54 ms [2021-08-22 12:49:58 main:574] : INFO : Epoch 1640 | loss: 0.0310295 | val_loss: 0.0311147 | Time: 4192.02 ms [2021-08-22 12:50:03 main:574] : INFO : Epoch 1641 | loss: 0.0310251 | val_loss: 0.0311154 | Time: 4221.39 ms [2021-08-22 12:50:07 main:574] : INFO : Epoch 1642 | loss: 0.0310355 | val_loss: 0.0311115 | Time: 4361.05 ms [2021-08-22 12:50:11 main:574] : INFO : Epoch 1643 | loss: 0.0310388 | val_loss: 0.0311085 | Time: 4323.8 ms [2021-08-22 12:50:16 main:574] : INFO : Epoch 1644 | loss: 0.0310354 | val_loss: 0.0311005 | Time: 4159.62 ms [2021-08-22 12:50:20 main:574] : INFO : Epoch 1645 | loss: 0.0310313 | val_loss: 0.0311032 | Time: 4090.98 ms [2021-08-22 12:50:24 main:574] : INFO : Epoch 1646 | loss: 0.0310331 | val_loss: 0.0311072 | Time: 4054.69 ms [2021-08-22 12:50:28 main:574] : INFO : Epoch 1647 | loss: 0.0310313 | val_loss: 0.0311118 | Time: 4151.74 ms [2021-08-22 12:50:32 main:574] : INFO : Epoch 1648 | loss: 0.031031 | val_loss: 0.0311118 | Time: 4119.35 ms [2021-08-22 12:50:36 main:574] : INFO : Epoch 1649 | loss: 0.031053 | val_loss: 0.031109 | Time: 4160.16 ms [2021-08-22 12:50:40 main:574] : INFO : Epoch 1650 | loss: 0.0310451 | val_loss: 0.0311047 | Time: 4098.91 ms [2021-08-22 12:50:45 main:574] : INFO : Epoch 1651 | loss: 0.0310376 | val_loss: 0.0311177 | Time: 4121.51 ms [2021-08-22 12:50:49 main:574] : INFO : Epoch 1652 | loss: 0.0310399 | val_loss: 0.0311237 | Time: 4047.78 ms [2021-08-22 12:50:53 main:574] : INFO : Epoch 1653 | loss: 0.0310337 | val_loss: 0.0311186 | Time: 4182.85 ms [2021-08-22 12:50:57 main:574] : INFO : Epoch 1654 | loss: 0.0310262 | val_loss: 0.0311188 | Time: 4220.41 ms [2021-08-22 12:51:01 main:574] : INFO : Epoch 1655 | loss: 0.0310264 | val_loss: 0.031113 | Time: 4167.94 ms [2021-08-22 12:51:05 main:574] : INFO : Epoch 1656 | loss: 0.0310263 | val_loss: 0.0311109 | Time: 4069.5 ms [2021-08-22 12:51:09 main:574] : INFO : Epoch 1657 | loss: 0.0310224 | val_loss: 0.0311196 | Time: 4113.31 ms [2021-08-22 12:51:14 main:574] : INFO : Epoch 1658 | loss: 0.0310194 | val_loss: 0.0311162 | Time: 4053.82 ms [2021-08-22 12:51:18 main:574] : INFO : Epoch 1659 | loss: 0.0310198 | val_loss: 0.0311159 | Time: 4112.28 ms [2021-08-22 12:51:22 main:574] : INFO : Epoch 1660 | loss: 0.0310163 | val_loss: 0.0311169 | Time: 4074.15 ms [2021-08-22 12:51:26 main:574] : INFO : Epoch 1661 | loss: 0.0310178 | val_loss: 0.0311172 | Time: 4067.47 ms [2021-08-22 12:51:30 main:574] : INFO : Epoch 1662 | loss: 0.0310283 | val_loss: 0.0311219 | Time: 4122.2 ms [2021-08-22 12:51:34 main:574] : INFO : Epoch 1663 | loss: 0.0310268 | val_loss: 0.0311107 | Time: 4129.06 ms [2021-08-22 12:51:38 main:574] : INFO : Epoch 1664 | loss: 0.03103 | val_loss: 0.0311165 | Time: 4133.5 ms [2021-08-22 12:51:42 main:574] : INFO : Epoch 1665 | loss: 0.0310326 | val_loss: 0.0311191 | Time: 4197.09 ms [2021-08-22 12:51:47 main:574] : INFO : Epoch 1666 | loss: 0.0310263 | val_loss: 0.0311175 | Time: 4123.49 ms [2021-08-22 12:51:51 main:574] : INFO : Epoch 1667 | loss: 0.0310266 | val_loss: 0.0311199 | Time: 4092.75 ms [2021-08-22 12:51:55 main:574] : INFO : Epoch 1668 | loss: 0.0310292 | val_loss: 0.0311219 | Time: 4287.8 ms [2021-08-22 12:51:59 main:574] : INFO : Epoch 1669 | loss: 0.0310269 | val_loss: 0.0311202 | Time: 4116.14 ms [2021-08-22 12:52:03 main:574] : INFO : Epoch 1670 | loss: 0.0310494 | val_loss: 0.0311122 | Time: 4123.36 ms [2021-08-22 12:52:07 main:574] : INFO : Epoch 1671 | loss: 0.0310553 | val_loss: 0.031126 | Time: 4142.16 ms [2021-08-22 12:52:12 main:574] : INFO : Epoch 1672 | loss: 0.031055 | val_loss: 0.0311109 | Time: 4349.26 ms [2021-08-22 12:52:16 main:574] : INFO : Epoch 1673 | loss: 0.0310459 | val_loss: 0.0311055 | Time: 4123.4 ms [2021-08-22 12:52:20 main:574] : INFO : Epoch 1674 | loss: 0.0310405 | val_loss: 0.0311053 | Time: 4123.94 ms [2021-08-22 12:52:24 main:574] : INFO : Epoch 1675 | loss: 0.0310449 | val_loss: 0.0311125 | Time: 4094 ms [2021-08-22 12:52:28 main:574] : INFO : Epoch 1676 | loss: 0.031045 | val_loss: 0.0311083 | Time: 4100.68 ms [2021-08-22 12:52:32 main:574] : INFO : Epoch 1677 | loss: 0.0310428 | val_loss: 0.0311023 | Time: 4082.78 ms [2021-08-22 12:52:37 main:574] : INFO : Epoch 1678 | loss: 0.0310399 | val_loss: 0.0311229 | Time: 4100.3 ms [2021-08-22 12:52:41 main:574] : INFO : Epoch 1679 | loss: 0.0310391 | val_loss: 0.0311016 | Time: 4152.92 ms [2021-08-22 12:52:45 main:574] : INFO : Epoch 1680 | loss: 0.0310367 | val_loss: 0.0311062 | Time: 4243.18 ms [2021-08-22 12:52:49 main:574] : INFO : Epoch 1681 | loss: 0.0310335 | val_loss: 0.0311111 | Time: 4119.58 ms [2021-08-22 12:52:53 main:574] : INFO : Epoch 1682 | loss: 0.0310289 | val_loss: 0.0311038 | Time: 4134.5 ms [2021-08-22 12:52:57 main:574] : INFO : Epoch 1683 | loss: 0.0310281 | val_loss: 0.0311118 | Time: 4109.41 ms [2021-08-22 12:53:02 main:574] : INFO : Epoch 1684 | loss: 0.0310251 | val_loss: 0.0311165 | Time: 4206.1 ms [2021-08-22 12:53:06 main:574] : INFO : Epoch 1685 | loss: 0.0310313 | val_loss: 0.0311222 | Time: 4598.55 ms [2021-08-22 12:53:11 main:574] : INFO : Epoch 1686 | loss: 0.0310304 | val_loss: 0.03112 | Time: 4540.77 ms [2021-08-22 12:53:15 main:574] : INFO : Epoch 1687 | loss: 0.0310288 | val_loss: 0.0311148 | Time: 4085.27 ms [2021-08-22 12:53:19 main:574] : INFO : Epoch 1688 | loss: 0.0310354 | val_loss: 0.0311134 | Time: 4230.21 ms [2021-08-22 12:53:23 main:574] : INFO : Epoch 1689 | loss: 0.0310335 | val_loss: 0.0311189 | Time: 4133.6 ms [2021-08-22 12:53:27 main:574] : INFO : Epoch 1690 | loss: 0.0310346 | val_loss: 0.0311133 | Time: 4064.43 ms [2021-08-22 12:53:32 main:574] : INFO : Epoch 1691 | loss: 0.0310345 | val_loss: 0.0311139 | Time: 4136.44 ms [2021-08-22 12:53:36 main:574] : INFO : Epoch 1692 | loss: 0.031037 | val_loss: 0.0311188 | Time: 4299.97 ms [2021-08-22 12:53:40 main:574] : INFO : Epoch 1693 | loss: 0.031033 | val_loss: 0.0311144 | Time: 4367.13 ms [2021-08-22 12:53:44 main:574] : INFO : Epoch 1694 | loss: 0.0310375 | val_loss: 0.0311198 | Time: 4154.86 ms [2021-08-22 12:53:49 main:574] : INFO : Epoch 1695 | loss: 0.031045 | val_loss: 0.0311126 | Time: 4174.24 ms [2021-08-22 12:53:53 main:574] : INFO : Epoch 1696 | loss: 0.0310542 | val_loss: 0.0311144 | Time: 4147.98 ms [2021-08-22 12:53:57 main:574] : INFO : Epoch 1697 | loss: 0.0310583 | val_loss: 0.0311229 | Time: 4147.56 ms [2021-08-22 12:54:01 main:574] : INFO : Epoch 1698 | loss: 0.03105 | val_loss: 0.0311077 | Time: 4376.65 ms [2021-08-22 12:54:05 main:574] : INFO : Epoch 1699 | loss: 0.0310434 | val_loss: 0.0311134 | Time: 4089.2 ms [2021-08-22 12:54:10 main:574] : INFO : Epoch 1700 | loss: 0.0310366 | val_loss: 0.0311141 | Time: 4155.66 ms [2021-08-22 12:54:14 main:574] : INFO : Epoch 1701 | loss: 0.0310365 | val_loss: 0.0311135 | Time: 4051.24 ms [2021-08-22 12:54:18 main:574] : INFO : Epoch 1702 | loss: 0.0310414 | val_loss: 0.0311122 | Time: 4076.13 ms [2021-08-22 12:54:22 main:574] : INFO : Epoch 1703 | loss: 0.0310398 | val_loss: 0.0311176 | Time: 4085.47 ms [2021-08-22 12:54:26 main:574] : INFO : Epoch 1704 | loss: 0.0310352 | val_loss: 0.0311118 | Time: 4020.96 ms [2021-08-22 12:54:30 main:574] : INFO : Epoch 1705 | loss: 0.0310344 | val_loss: 0.0311175 | Time: 4162.6 ms [2021-08-22 12:54:34 main:574] : INFO : Epoch 1706 | loss: 0.0310487 | val_loss: 0.0311087 | Time: 4106.09 ms [2021-08-22 12:54:39 main:574] : INFO : Epoch 1707 | loss: 0.0310444 | val_loss: 0.0311187 | Time: 4178 ms [2021-08-22 12:54:43 main:574] : INFO : Epoch 1708 | loss: 0.0310351 | val_loss: 0.0311206 | Time: 4108.89 ms [2021-08-22 12:54:47 main:574] : INFO : Epoch 1709 | loss: 0.0310303 | val_loss: 0.0311186 | Time: 4153.76 ms [2021-08-22 12:54:51 main:574] : INFO : Epoch 1710 | loss: 0.0310284 | val_loss: 0.0311135 | Time: 4136.39 ms [2021-08-22 12:54:55 main:574] : INFO : Epoch 1711 | loss: 0.0310269 | val_loss: 0.0311126 | Time: 4273.89 ms [2021-08-22 12:55:00 main:574] : INFO : Epoch 1712 | loss: 0.031025 | val_loss: 0.0311169 | Time: 4317.13 ms [2021-08-22 12:55:04 main:574] : INFO : Epoch 1713 | loss: 0.0310238 | val_loss: 0.0311214 | Time: 4181.65 ms [2021-08-22 12:55:08 main:574] : INFO : Epoch 1714 | loss: 0.0310219 | val_loss: 0.0311203 | Time: 4320.58 ms [2021-08-22 12:55:12 main:574] : INFO : Epoch 1715 | loss: 0.0310222 | val_loss: 0.0311212 | Time: 4210.74 ms [2021-08-22 12:55:17 main:574] : INFO : Epoch 1716 | loss: 0.0310258 | val_loss: 0.0311228 | Time: 4259.94 ms [2021-08-22 12:55:21 main:574] : INFO : Epoch 1717 | loss: 0.0310295 | val_loss: 0.0311221 | Time: 4211.93 ms [2021-08-22 12:55:25 main:574] : INFO : Epoch 1718 | loss: 0.0310241 | val_loss: 0.0311198 | Time: 4100.41 ms [2021-08-22 12:55:29 main:574] : INFO : Epoch 1719 | loss: 0.0310271 | val_loss: 0.0311185 | Time: 4174.28 ms [2021-08-22 12:55:33 main:574] : INFO : Epoch 1720 | loss: 0.0310254 | val_loss: 0.0311133 | Time: 4104.92 ms [2021-08-22 12:55:37 main:574] : INFO : Epoch 1721 | loss: 0.031023 | val_loss: 0.0311228 | Time: 4108.9 ms [2021-08-22 12:55:42 main:574] : INFO : Epoch 1722 | loss: 0.0310272 | val_loss: 0.0311136 | Time: 4128.1 ms [2021-08-22 12:55:46 main:574] : INFO : Epoch 1723 | loss: 0.0310234 | val_loss: 0.0311203 | Time: 4122.61 ms [2021-08-22 12:55:50 main:574] : INFO : Epoch 1724 | loss: 0.0310233 | val_loss: 0.0311128 | Time: 4200.97 ms [2021-08-22 12:55:54 main:574] : INFO : Epoch 1725 | loss: 0.0310256 | val_loss: 0.0311138 | Time: 4131.04 ms [2021-08-22 12:55:58 main:574] : INFO : Epoch 1726 | loss: 0.0310347 | val_loss: 0.0311089 | Time: 4113.07 ms [2021-08-22 12:56:02 main:574] : INFO : Epoch 1727 | loss: 0.031047 | val_loss: 0.0311125 | Time: 4164.68 ms [2021-08-22 12:56:07 main:574] : INFO : Epoch 1728 | loss: 0.0310402 | val_loss: 0.0311032 | Time: 4489.35 ms [2021-08-22 12:56:11 main:574] : INFO : Epoch 1729 | loss: 0.0310419 | val_loss: 0.0311047 | Time: 4189.45 ms [2021-08-22 12:56:15 main:574] : INFO : Epoch 1730 | loss: 0.0310394 | val_loss: 0.0311043 | Time: 4069.31 ms [2021-08-22 12:56:19 main:574] : INFO : Epoch 1731 | loss: 0.0310387 | val_loss: 0.0311125 | Time: 4120.29 ms [2021-08-22 12:56:23 main:574] : INFO : Epoch 1732 | loss: 0.0310428 | val_loss: 0.031108 | Time: 4066.6 ms [2021-08-22 12:56:28 main:574] : INFO : Epoch 1733 | loss: 0.031042 | val_loss: 0.0311055 | Time: 4108.53 ms [2021-08-22 12:56:32 main:574] : INFO : Epoch 1734 | loss: 0.0310546 | val_loss: 0.0311042 | Time: 4038.22 ms [2021-08-22 12:56:36 main:574] : INFO : Epoch 1735 | loss: 0.0310487 | val_loss: 0.0310997 | Time: 4089.42 ms [2021-08-22 12:56:40 main:574] : INFO : Epoch 1736 | loss: 0.0310411 | val_loss: 0.0311088 | Time: 4188.6 ms [2021-08-22 12:56:44 main:574] : INFO : Epoch 1737 | loss: 0.0310397 | val_loss: 0.031107 | Time: 4072.16 ms [2021-08-22 12:56:48 main:574] : INFO : Epoch 1738 | loss: 0.0310358 | val_loss: 0.0311113 | Time: 4219.12 ms [2021-08-22 12:56:52 main:574] : INFO : Epoch 1739 | loss: 0.0310342 | val_loss: 0.0311085 | Time: 4002.6 ms [2021-08-22 12:56:56 main:574] : INFO : Epoch 1740 | loss: 0.0310316 | val_loss: 0.0311125 | Time: 4158.14 ms [2021-08-22 12:57:01 main:574] : INFO : Epoch 1741 | loss: 0.0310284 | val_loss: 0.0311045 | Time: 4268.62 ms [2021-08-22 12:57:05 main:574] : INFO : Epoch 1742 | loss: 0.0310274 | val_loss: 0.031112 | Time: 4145.68 ms [2021-08-22 12:57:09 main:574] : INFO : Epoch 1743 | loss: 0.0310276 | val_loss: 0.0311091 | Time: 4191.05 ms [2021-08-22 12:57:13 main:574] : INFO : Epoch 1744 | loss: 0.0310289 | val_loss: 0.0311131 | Time: 4023.26 ms [2021-08-22 12:57:17 main:574] : INFO : Epoch 1745 | loss: 0.0310365 | val_loss: 0.0311199 | Time: 4165.87 ms [2021-08-22 12:57:22 main:574] : INFO : Epoch 1746 | loss: 0.0310426 | val_loss: 0.0311185 | Time: 4228.62 ms [2021-08-22 12:57:26 main:574] : INFO : Epoch 1747 | loss: 0.0310391 | val_loss: 0.0311083 | Time: 4130.44 ms [2021-08-22 12:57:30 main:574] : INFO : Epoch 1748 | loss: 0.0310302 | val_loss: 0.0311166 | Time: 4641.5 ms [2021-08-22 12:57:35 main:574] : INFO : Epoch 1749 | loss: 0.0310283 | val_loss: 0.0311238 | Time: 4219.24 ms [2021-08-22 12:57:39 main:574] : INFO : Epoch 1750 | loss: 0.0310315 | val_loss: 0.0311179 | Time: 4254.7 ms [2021-08-22 12:57:43 main:574] : INFO : Epoch 1751 | loss: 0.0310441 | val_loss: 0.0311196 | Time: 4389.49 ms [2021-08-22 12:57:48 main:574] : INFO : Epoch 1752 | loss: 0.0310392 | val_loss: 0.0311081 | Time: 4133.63 ms [2021-08-22 12:57:52 main:574] : INFO : Epoch 1753 | loss: 0.0310387 | val_loss: 0.031113 | Time: 4048.17 ms [2021-08-22 12:57:56 main:574] : INFO : Epoch 1754 | loss: 0.0310373 | val_loss: 0.0311081 | Time: 4241.18 ms [2021-08-22 12:58:00 main:574] : INFO : Epoch 1755 | loss: 0.0310348 | val_loss: 0.0311091 | Time: 4324.04 ms [2021-08-22 12:58:04 main:574] : INFO : Epoch 1756 | loss: 0.0310294 | val_loss: 0.0311104 | Time: 4130.12 ms [2021-08-22 12:58:09 main:574] : INFO : Epoch 1757 | loss: 0.0310267 | val_loss: 0.0311244 | Time: 4160.78 ms [2021-08-22 12:58:13 main:574] : INFO : Epoch 1758 | loss: 0.0310272 | val_loss: 0.0311174 | Time: 4080.87 ms [2021-08-22 12:58:17 main:574] : INFO : Epoch 1759 | loss: 0.0310284 | val_loss: 0.0311139 | Time: 4085.67 ms [2021-08-22 12:58:21 main:574] : INFO : Epoch 1760 | loss: 0.031026 | val_loss: 0.0311119 | Time: 4072.62 ms [2021-08-22 12:58:25 main:574] : INFO : Epoch 1761 | loss: 0.0310261 | val_loss: 0.0311189 | Time: 4060.79 ms [2021-08-22 12:58:29 main:574] : INFO : Epoch 1762 | loss: 0.0310234 | val_loss: 0.0311219 | Time: 4069.36 ms [2021-08-22 12:58:33 main:574] : INFO : Epoch 1763 | loss: 0.0310252 | val_loss: 0.0311226 | Time: 4046.39 ms [2021-08-22 12:58:37 main:574] : INFO : Epoch 1764 | loss: 0.0310242 | val_loss: 0.0311131 | Time: 4124.63 ms [2021-08-22 12:58:42 main:574] : INFO : Epoch 1765 | loss: 0.0310236 | val_loss: 0.0311228 | Time: 4475.95 ms [2021-08-22 12:58:46 main:574] : INFO : Epoch 1766 | loss: 0.0310197 | val_loss: 0.0311243 | Time: 4222.83 ms [2021-08-22 12:58:50 main:574] : INFO : Epoch 1767 | loss: 0.0310285 | val_loss: 0.0311192 | Time: 4170.57 ms [2021-08-22 12:58:54 main:574] : INFO : Epoch 1768 | loss: 0.0310242 | val_loss: 0.031116 | Time: 4174.13 ms [2021-08-22 12:58:59 main:574] : INFO : Epoch 1769 | loss: 0.0310223 | val_loss: 0.0311149 | Time: 4234.5 ms [2021-08-22 12:59:03 main:574] : INFO : Epoch 1770 | loss: 0.0310213 | val_loss: 0.0311116 | Time: 4163.9 ms [2021-08-22 12:59:07 main:574] : INFO : Epoch 1771 | loss: 0.0310233 | val_loss: 0.031121 | Time: 4125.06 ms [2021-08-22 12:59:11 main:574] : INFO : Epoch 1772 | loss: 0.0310231 | val_loss: 0.0311251 | Time: 4105.38 ms [2021-08-22 12:59:15 main:574] : INFO : Epoch 1773 | loss: 0.0310227 | val_loss: 0.0311156 | Time: 4030.33 ms [2021-08-22 12:59:19 main:574] : INFO : Epoch 1774 | loss: 0.0310252 | val_loss: 0.0311169 | Time: 4054.96 ms [2021-08-22 12:59:23 main:574] : INFO : Epoch 1775 | loss: 0.0310279 | val_loss: 0.0311237 | Time: 4059.13 ms [2021-08-22 12:59:27 main:574] : INFO : Epoch 1776 | loss: 0.0310225 | val_loss: 0.0311224 | Time: 4166.68 ms [2021-08-22 12:59:32 main:574] : INFO : Epoch 1777 | loss: 0.0310217 | val_loss: 0.0311211 | Time: 4095.33 ms [2021-08-22 12:59:36 main:574] : INFO : Epoch 1778 | loss: 0.0310318 | val_loss: 0.0311283 | Time: 4131.89 ms [2021-08-22 12:59:40 main:574] : INFO : Epoch 1779 | loss: 0.0310718 | val_loss: 0.0311079 | Time: 4106.64 ms [2021-08-22 12:59:44 main:574] : INFO : Epoch 1780 | loss: 0.0310621 | val_loss: 0.0311125 | Time: 4275.14 ms [2021-08-22 12:59:48 main:574] : INFO : Epoch 1781 | loss: 0.031055 | val_loss: 0.0311151 | Time: 4159.05 ms [2021-08-22 12:59:53 main:574] : INFO : Epoch 1782 | loss: 0.0310531 | val_loss: 0.0311123 | Time: 4235.46 ms [2021-08-22 12:59:57 main:574] : INFO : Epoch 1783 | loss: 0.0310509 | val_loss: 0.0311185 | Time: 4157.09 ms [2021-08-22 13:00:01 main:574] : INFO : Epoch 1784 | loss: 0.0310458 | val_loss: 0.0311218 | Time: 4139.6 ms [2021-08-22 13:00:05 main:574] : INFO : Epoch 1785 | loss: 0.0310397 | val_loss: 0.0311116 | Time: 4143.76 ms [2021-08-22 13:00:09 main:574] : INFO : Epoch 1786 | loss: 0.0310392 | val_loss: 0.0311138 | Time: 4192.53 ms [2021-08-22 13:00:14 main:574] : INFO : Epoch 1787 | loss: 0.0310345 | val_loss: 0.0311201 | Time: 4205.77 ms [2021-08-22 13:00:18 main:574] : INFO : Epoch 1788 | loss: 0.0310386 | val_loss: 0.0311146 | Time: 4235.03 ms [2021-08-22 13:00:22 main:574] : INFO : Epoch 1789 | loss: 0.0310365 | val_loss: 0.0311133 | Time: 4197.05 ms [2021-08-22 13:00:26 main:574] : INFO : Epoch 1790 | loss: 0.0310319 | val_loss: 0.0311182 | Time: 4287.17 ms [2021-08-22 13:00:31 main:574] : INFO : Epoch 1791 | loss: 0.0310336 | val_loss: 0.0311187 | Time: 4274.13 ms [2021-08-22 13:00:35 main:574] : INFO : Epoch 1792 | loss: 0.0310316 | val_loss: 0.0311123 | Time: 4163.33 ms [2021-08-22 13:00:39 main:574] : INFO : Epoch 1793 | loss: 0.0310395 | val_loss: 0.031113 | Time: 4205.03 ms [2021-08-22 13:00:43 main:574] : INFO : Epoch 1794 | loss: 0.0310738 | val_loss: 0.0311171 | Time: 4067.52 ms [2021-08-22 13:00:47 main:574] : INFO : Epoch 1795 | loss: 0.031064 | val_loss: 0.0311168 | Time: 4109.7 ms [2021-08-22 13:00:51 main:574] : INFO : Epoch 1796 | loss: 0.0310534 | val_loss: 0.0311314 | Time: 4160.74 ms [2021-08-22 13:00:56 main:574] : INFO : Epoch 1797 | loss: 0.0310451 | val_loss: 0.0311184 | Time: 4159.1 ms [2021-08-22 13:01:00 main:574] : INFO : Epoch 1798 | loss: 0.0310395 | val_loss: 0.0311097 | Time: 4099.05 ms [2021-08-22 13:01:04 main:574] : INFO : Epoch 1799 | loss: 0.0310359 | val_loss: 0.0311164 | Time: 4190.11 ms [2021-08-22 13:01:08 main:574] : INFO : Epoch 1800 | loss: 0.0310306 | val_loss: 0.0311089 | Time: 4081.45 ms [2021-08-22 13:01:12 main:574] : INFO : Epoch 1801 | loss: 0.0310291 | val_loss: 0.0311099 | Time: 4084.74 ms [2021-08-22 13:01:16 main:574] : INFO : Epoch 1802 | loss: 0.0310266 | val_loss: 0.0311176 | Time: 4287.84 ms [2021-08-22 13:01:21 main:574] : INFO : Epoch 1803 | loss: 0.031028 | val_loss: 0.0311072 | Time: 4151.15 ms [2021-08-22 13:01:25 main:574] : INFO : Epoch 1804 | loss: 0.0310371 | val_loss: 0.0311076 | Time: 4151.9 ms [2021-08-22 13:01:29 main:574] : INFO : Epoch 1805 | loss: 0.031058 | val_loss: 0.0311128 | Time: 4062.57 ms [2021-08-22 13:01:33 main:574] : INFO : Epoch 1806 | loss: 0.0310489 | val_loss: 0.0311087 | Time: 4084.07 ms [2021-08-22 13:01:37 main:574] : INFO : Epoch 1807 | loss: 0.0310401 | val_loss: 0.031117 | Time: 4158.82 ms [2021-08-22 13:01:41 main:574] : INFO : Epoch 1808 | loss: 0.0310374 | val_loss: 0.0311083 | Time: 4165.73 ms [2021-08-22 13:01:45 main:574] : INFO : Epoch 1809 | loss: 0.0310398 | val_loss: 0.0311098 | Time: 4115.07 ms [2021-08-22 13:01:50 main:574] : INFO : Epoch 1810 | loss: 0.0310479 | val_loss: 0.0311035 | Time: 4091.17 ms [2021-08-22 13:01:54 main:574] : INFO : Epoch 1811 | loss: 0.031043 | val_loss: 0.0311022 | Time: 4072.64 ms [2021-08-22 13:01:58 main:574] : INFO : Epoch 1812 | loss: 0.0310323 | val_loss: 0.0311098 | Time: 4244.78 ms [2021-08-22 13:02:02 main:574] : INFO : Epoch 1813 | loss: 0.0310294 | val_loss: 0.0311048 | Time: 4245.12 ms [2021-08-22 13:02:06 main:574] : INFO : Epoch 1814 | loss: 0.0310279 | val_loss: 0.0311096 | Time: 4083.45 ms [2021-08-22 13:02:10 main:574] : INFO : Epoch 1815 | loss: 0.0310258 | val_loss: 0.0311089 | Time: 4142.88 ms [2021-08-22 13:02:15 main:574] : INFO : Epoch 1816 | loss: 0.0310236 | val_loss: 0.0311056 | Time: 4270.31 ms [2021-08-22 13:02:19 main:574] : INFO : Epoch 1817 | loss: 0.0310267 | val_loss: 0.0311106 | Time: 4198.66 ms [2021-08-22 13:02:23 main:574] : INFO : Epoch 1818 | loss: 0.031036 | val_loss: 0.0311042 | Time: 4123.71 ms [2021-08-22 13:02:27 main:574] : INFO : Epoch 1819 | loss: 0.0310377 | val_loss: 0.0310957 | Time: 4213.2 ms [2021-08-22 13:02:32 main:574] : INFO : Epoch 1820 | loss: 0.0310343 | val_loss: 0.0311086 | Time: 4711.19 ms [2021-08-22 13:02:36 main:574] : INFO : Epoch 1821 | loss: 0.0310313 | val_loss: 0.0311016 | Time: 4127.92 ms [2021-08-22 13:02:40 main:574] : INFO : Epoch 1822 | loss: 0.0310291 | val_loss: 0.031103 | Time: 4123.29 ms [2021-08-22 13:02:45 main:574] : INFO : Epoch 1823 | loss: 0.0310297 | val_loss: 0.0311094 | Time: 4245.95 ms [2021-08-22 13:02:49 main:574] : INFO : Epoch 1824 | loss: 0.0310272 | val_loss: 0.0311054 | Time: 4097.81 ms [2021-08-22 13:02:53 main:574] : INFO : Epoch 1825 | loss: 0.0310259 | val_loss: 0.0311002 | Time: 4247.78 ms [2021-08-22 13:02:57 main:574] : INFO : Epoch 1826 | loss: 0.0310245 | val_loss: 0.031111 | Time: 4095.12 ms [2021-08-22 13:03:01 main:574] : INFO : Epoch 1827 | loss: 0.0310265 | val_loss: 0.0311119 | Time: 4134.99 ms [2021-08-22 13:03:06 main:574] : INFO : Epoch 1828 | loss: 0.0310286 | val_loss: 0.0311186 | Time: 4213.18 ms [2021-08-22 13:03:10 main:574] : INFO : Epoch 1829 | loss: 0.0310302 | val_loss: 0.0311172 | Time: 4216.89 ms [2021-08-22 13:03:14 main:574] : INFO : Epoch 1830 | loss: 0.0310235 | val_loss: 0.0311243 | Time: 4139.28 ms [2021-08-22 13:03:18 main:574] : INFO : Epoch 1831 | loss: 0.0310247 | val_loss: 0.0311101 | Time: 4241.15 ms [2021-08-22 13:03:22 main:574] : INFO : Epoch 1832 | loss: 0.0310243 | val_loss: 0.0311127 | Time: 4183.96 ms [2021-08-22 13:03:27 main:574] : INFO : Epoch 1833 | loss: 0.0310198 | val_loss: 0.0311088 | Time: 4162.6 ms [2021-08-22 13:03:31 main:574] : INFO : Epoch 1834 | loss: 0.0310233 | val_loss: 0.0311127 | Time: 4188.9 ms [2021-08-22 13:03:35 main:574] : INFO : Epoch 1835 | loss: 0.0310213 | val_loss: 0.0311119 | Time: 4272.24 ms [2021-08-22 13:03:39 main:574] : INFO : Epoch 1836 | loss: 0.0310195 | val_loss: 0.0311072 | Time: 4152.71 ms [2021-08-22 13:03:44 main:574] : INFO : Epoch 1837 | loss: 0.0310195 | val_loss: 0.0311123 | Time: 4289.06 ms [2021-08-22 13:03:48 main:574] : INFO : Epoch 1838 | loss: 0.0310185 | val_loss: 0.0311149 | Time: 4090.88 ms [2021-08-22 13:03:52 main:574] : INFO : Epoch 1839 | loss: 0.0310145 | val_loss: 0.0311125 | Time: 4211.99 ms [2021-08-22 13:03:56 main:574] : INFO : Epoch 1840 | loss: 0.031017 | val_loss: 0.0311102 | Time: 4125.25 ms [2021-08-22 13:04:00 main:574] : INFO : Epoch 1841 | loss: 0.0310172 | val_loss: 0.0311177 | Time: 3997.57 ms [2021-08-22 13:04:04 main:574] : INFO : Epoch 1842 | loss: 0.0310232 | val_loss: 0.0311066 | Time: 4173.34 ms [2021-08-22 13:04:08 main:574] : INFO : Epoch 1843 | loss: 0.0310246 | val_loss: 0.0311235 | Time: 4183.43 ms [2021-08-22 13:04:13 main:574] : INFO : Epoch 1844 | loss: 0.0310267 | val_loss: 0.0311114 | Time: 4109.39 ms [2021-08-22 13:04:17 main:574] : INFO : Epoch 1845 | loss: 0.0310249 | val_loss: 0.0311158 | Time: 4122.33 ms [2021-08-22 13:04:21 main:574] : INFO : Epoch 1846 | loss: 0.0310292 | val_loss: 0.0311092 | Time: 4169.18 ms [2021-08-22 13:04:25 main:574] : INFO : Epoch 1847 | loss: 0.0310321 | val_loss: 0.0311128 | Time: 4108.28 ms [2021-08-22 13:04:29 main:574] : INFO : Epoch 1848 | loss: 0.0310319 | val_loss: 0.0311172 | Time: 4227.64 ms [2021-08-22 13:04:33 main:574] : INFO : Epoch 1849 | loss: 0.0310261 | val_loss: 0.0311098 | Time: 4157.53 ms [2021-08-22 13:04:38 main:574] : INFO : Epoch 1850 | loss: 0.0310246 | val_loss: 0.0311145 | Time: 4201.12 ms [2021-08-22 13:04:42 main:574] : INFO : Epoch 1851 | loss: 0.03102 | val_loss: 0.0311152 | Time: 4134.3 ms [2021-08-22 13:04:46 main:574] : INFO : Epoch 1852 | loss: 0.0310224 | val_loss: 0.031116 | Time: 4120.76 ms [2021-08-22 13:04:50 main:574] : INFO : Epoch 1853 | loss: 0.0310326 | val_loss: 0.0311136 | Time: 4231.18 ms [2021-08-22 13:04:54 main:574] : INFO : Epoch 1854 | loss: 0.0310318 | val_loss: 0.0311127 | Time: 4157.31 ms [2021-08-22 13:04:59 main:574] : INFO : Epoch 1855 | loss: 0.0310348 | val_loss: 0.0311111 | Time: 4081.6 ms [2021-08-22 13:05:03 main:574] : INFO : Epoch 1856 | loss: 0.0310299 | val_loss: 0.0311192 | Time: 4062.6 ms [2021-08-22 13:05:07 main:574] : INFO : Epoch 1857 | loss: 0.0310294 | val_loss: 0.0311216 | Time: 4110.62 ms [2021-08-22 13:05:11 main:574] : INFO : Epoch 1858 | loss: 0.0310243 | val_loss: 0.0311259 | Time: 4130.08 ms [2021-08-22 13:05:15 main:574] : INFO : Epoch 1859 | loss: 0.0310309 | val_loss: 0.0311233 | Time: 4138.45 ms [2021-08-22 13:05:19 main:574] : INFO : Epoch 1860 | loss: 0.0310335 | val_loss: 0.0311255 | Time: 4032.15 ms [2021-08-22 13:05:23 main:574] : INFO : Epoch 1861 | loss: 0.0310322 | val_loss: 0.0311148 | Time: 4058.11 ms [2021-08-22 13:05:27 main:574] : INFO : Epoch 1862 | loss: 0.0310293 | val_loss: 0.0311158 | Time: 4001.86 ms [2021-08-22 13:05:31 main:574] : INFO : Epoch 1863 | loss: 0.0310293 | val_loss: 0.0311088 | Time: 4054.96 ms [2021-08-22 13:05:36 main:574] : INFO : Epoch 1864 | loss: 0.0310229 | val_loss: 0.0311141 | Time: 4165.4 ms [2021-08-22 13:05:40 main:574] : INFO : Epoch 1865 | loss: 0.0310259 | val_loss: 0.0311163 | Time: 4254.58 ms [2021-08-22 13:05:44 main:574] : INFO : Epoch 1866 | loss: 0.0310221 | val_loss: 0.0311293 | Time: 4162.33 ms [2021-08-22 13:05:48 main:574] : INFO : Epoch 1867 | loss: 0.0310188 | val_loss: 0.0311209 | Time: 4028.34 ms [2021-08-22 13:05:52 main:574] : INFO : Epoch 1868 | loss: 0.0310174 | val_loss: 0.0311084 | Time: 4109.88 ms [2021-08-22 13:05:56 main:574] : INFO : Epoch 1869 | loss: 0.0310185 | val_loss: 0.0311226 | Time: 4123.4 ms [2021-08-22 13:06:01 main:574] : INFO : Epoch 1870 | loss: 0.0310224 | val_loss: 0.031118 | Time: 4238.65 ms [2021-08-22 13:06:05 main:574] : INFO : Epoch 1871 | loss: 0.0310201 | val_loss: 0.0311195 | Time: 4051.41 ms [2021-08-22 13:06:09 main:574] : INFO : Epoch 1872 | loss: 0.0310236 | val_loss: 0.0311125 | Time: 4836.53 ms [2021-08-22 13:06:14 main:574] : INFO : Epoch 1873 | loss: 0.0310317 | val_loss: 0.0311185 | Time: 4047.69 ms [2021-08-22 13:06:18 main:574] : INFO : Epoch 1874 | loss: 0.0310292 | val_loss: 0.0311101 | Time: 4010.5 ms [2021-08-22 13:06:22 main:574] : INFO : Epoch 1875 | loss: 0.0310223 | val_loss: 0.0311106 | Time: 4001.96 ms [2021-08-22 13:06:26 main:574] : INFO : Epoch 1876 | loss: 0.03102 | val_loss: 0.0311179 | Time: 4058.16 ms [2021-08-22 13:06:30 main:574] : INFO : Epoch 1877 | loss: 0.0310218 | val_loss: 0.0311233 | Time: 4057.05 ms [2021-08-22 13:06:34 main:574] : INFO : Epoch 1878 | loss: 0.0310199 | val_loss: 0.0311203 | Time: 4121.39 ms [2021-08-22 13:06:38 main:574] : INFO : Epoch 1879 | loss: 0.031021 | val_loss: 0.0311121 | Time: 4157.2 ms [2021-08-22 13:06:42 main:574] : INFO : Epoch 1880 | loss: 0.0310276 | val_loss: 0.0311135 | Time: 4075.37 ms [2021-08-22 13:06:46 main:574] : INFO : Epoch 1881 | loss: 0.0310665 | val_loss: 0.0311101 | Time: 4036.48 ms [2021-08-22 13:06:50 main:574] : INFO : Epoch 1882 | loss: 0.0310658 | val_loss: 0.0311054 | Time: 4212.12 ms [2021-08-22 13:06:55 main:574] : INFO : Epoch 1883 | loss: 0.0310699 | val_loss: 0.0311112 | Time: 4186.68 ms [2021-08-22 13:06:59 main:574] : INFO : Epoch 1884 | loss: 0.0310565 | val_loss: 0.0311031 | Time: 4036.14 ms [2021-08-22 13:07:03 main:574] : INFO : Epoch 1885 | loss: 0.0310499 | val_loss: 0.0311119 | Time: 4098.82 ms [2021-08-22 13:07:07 main:574] : INFO : Epoch 1886 | loss: 0.0310467 | val_loss: 0.031116 | Time: 4159.19 ms [2021-08-22 13:07:11 main:574] : INFO : Epoch 1887 | loss: 0.0310404 | val_loss: 0.031113 | Time: 4385.1 ms [2021-08-22 13:07:16 main:574] : INFO : Epoch 1888 | loss: 0.0310481 | val_loss: 0.0311092 | Time: 4109.67 ms [2021-08-22 13:07:20 main:574] : INFO : Epoch 1889 | loss: 0.0310503 | val_loss: 0.031112 | Time: 4084.5 ms [2021-08-22 13:07:24 main:574] : INFO : Epoch 1890 | loss: 0.031051 | val_loss: 0.0311108 | Time: 4142.7 ms [2021-08-22 13:07:28 main:574] : INFO : Epoch 1891 | loss: 0.0310504 | val_loss: 0.0311112 | Time: 4169.61 ms [2021-08-22 13:07:32 main:574] : INFO : Epoch 1892 | loss: 0.0310439 | val_loss: 0.0311046 | Time: 4148.87 ms [2021-08-22 13:07:36 main:574] : INFO : Epoch 1893 | loss: 0.0310425 | val_loss: 0.0311 | Time: 4203.18 ms [2021-08-22 13:07:41 main:574] : INFO : Epoch 1894 | loss: 0.0310399 | val_loss: 0.0311159 | Time: 4534.45 ms [2021-08-22 13:07:45 main:574] : INFO : Epoch 1895 | loss: 0.0310392 | val_loss: 0.0311074 | Time: 4171.92 ms [2021-08-22 13:07:49 main:574] : INFO : Epoch 1896 | loss: 0.0310409 | val_loss: 0.0311055 | Time: 4178.49 ms [2021-08-22 13:07:53 main:574] : INFO : Epoch 1897 | loss: 0.0310383 | val_loss: 0.0311147 | Time: 4064.26 ms [2021-08-22 13:07:58 main:574] : INFO : Epoch 1898 | loss: 0.0310373 | val_loss: 0.0311082 | Time: 4166.71 ms [2021-08-22 13:08:02 main:574] : INFO : Epoch 1899 | loss: 0.0310351 | val_loss: 0.0311073 | Time: 4172.72 ms [2021-08-22 13:08:06 main:574] : INFO : Epoch 1900 | loss: 0.0310339 | val_loss: 0.0311124 | Time: 4136.37 ms [2021-08-22 13:08:10 main:574] : INFO : Epoch 1901 | loss: 0.0310372 | val_loss: 0.0311123 | Time: 4217.63 ms [2021-08-22 13:08:14 main:574] : INFO : Epoch 1902 | loss: 0.0310386 | val_loss: 0.031116 | Time: 4292.8 ms [2021-08-22 13:08:19 main:574] : INFO : Epoch 1903 | loss: 0.0310408 | val_loss: 0.0311095 | Time: 4070.17 ms [2021-08-22 13:08:23 main:574] : INFO : Epoch 1904 | loss: 0.0310377 | val_loss: 0.0311085 | Time: 4276.64 ms [2021-08-22 13:08:27 main:574] : INFO : Epoch 1905 | loss: 0.0310358 | val_loss: 0.0311144 | Time: 3988.75 ms [2021-08-22 13:08:31 main:574] : INFO : Epoch 1906 | loss: 0.0310357 | val_loss: 0.0311186 | Time: 4269.82 ms [2021-08-22 13:08:35 main:574] : INFO : Epoch 1907 | loss: 0.0310308 | val_loss: 0.0311172 | Time: 4290.05 ms [2021-08-22 13:08:40 main:574] : INFO : Epoch 1908 | loss: 0.0310305 | val_loss: 0.0311155 | Time: 4249.91 ms [2021-08-22 13:08:44 main:574] : INFO : Epoch 1909 | loss: 0.0310274 | val_loss: 0.0311166 | Time: 4071.24 ms [2021-08-22 13:08:48 main:574] : INFO : Epoch 1910 | loss: 0.0310253 | val_loss: 0.0311116 | Time: 4215.02 ms [2021-08-22 13:08:52 main:574] : INFO : Epoch 1911 | loss: 0.0310265 | val_loss: 0.0311145 | Time: 4117.2 ms [2021-08-22 13:08:56 main:574] : INFO : Epoch 1912 | loss: 0.0310271 | val_loss: 0.0311079 | Time: 4148.23 ms [2021-08-22 13:09:01 main:574] : INFO : Epoch 1913 | loss: 0.031033 | val_loss: 0.0311113 | Time: 4213.85 ms [2021-08-22 13:09:05 main:574] : INFO : Epoch 1914 | loss: 0.0310373 | val_loss: 0.0311096 | Time: 4090.74 ms [2021-08-22 13:09:09 main:574] : INFO : Epoch 1915 | loss: 0.0310454 | val_loss: 0.0311102 | Time: 4042.23 ms [2021-08-22 13:09:13 main:574] : INFO : Epoch 1916 | loss: 0.0310406 | val_loss: 0.0311168 | Time: 3990.64 ms [2021-08-22 13:09:17 main:574] : INFO : Epoch 1917 | loss: 0.0310352 | val_loss: 0.0311096 | Time: 4076.54 ms [2021-08-22 13:09:21 main:574] : INFO : Epoch 1918 | loss: 0.0310297 | val_loss: 0.0311166 | Time: 4021.75 ms [2021-08-22 13:09:25 main:574] : INFO : Epoch 1919 | loss: 0.0310331 | val_loss: 0.0311166 | Time: 4063.71 ms [2021-08-22 13:09:29 main:574] : INFO : Epoch 1920 | loss: 0.0310364 | val_loss: 0.0311161 | Time: 4021.31 ms [2021-08-22 13:09:33 main:574] : INFO : Epoch 1921 | loss: 0.0310364 | val_loss: 0.0311128 | Time: 4153.58 ms [2021-08-22 13:09:37 main:574] : INFO : Epoch 1922 | loss: 0.0310368 | val_loss: 0.0311047 | Time: 4145.03 ms [2021-08-22 13:09:41 main:574] : INFO : Epoch 1923 | loss: 0.0310414 | val_loss: 0.0311052 | Time: 4136.11 ms [2021-08-22 13:09:46 main:574] : INFO : Epoch 1924 | loss: 0.0310349 | val_loss: 0.0311059 | Time: 4260.47 ms [2021-08-22 13:09:50 main:574] : INFO : Epoch 1925 | loss: 0.0310331 | val_loss: 0.0311081 | Time: 4049.21 ms [2021-08-22 13:09:54 main:574] : INFO : Epoch 1926 | loss: 0.031032 | val_loss: 0.0311212 | Time: 4348.97 ms [2021-08-22 13:09:58 main:574] : INFO : Epoch 1927 | loss: 0.0310319 | val_loss: 0.0311242 | Time: 4066.13 ms [2021-08-22 13:10:02 main:574] : INFO : Epoch 1928 | loss: 0.0310312 | val_loss: 0.03112 | Time: 4180.36 ms [2021-08-22 13:10:07 main:574] : INFO : Epoch 1929 | loss: 0.0310278 | val_loss: 0.0311138 | Time: 4064.3 ms [2021-08-22 13:10:11 main:574] : INFO : Epoch 1930 | loss: 0.0310282 | val_loss: 0.0311232 | Time: 4131.7 ms [2021-08-22 13:10:15 main:574] : INFO : Epoch 1931 | loss: 0.0310282 | val_loss: 0.0311136 | Time: 4125.22 ms [2021-08-22 13:10:19 main:574] : INFO : Epoch 1932 | loss: 0.0310255 | val_loss: 0.0311143 | Time: 4084.96 ms [2021-08-22 13:10:23 main:574] : INFO : Epoch 1933 | loss: 0.0310286 | val_loss: 0.0311143 | Time: 4118.47 ms [2021-08-22 13:10:27 main:574] : INFO : Epoch 1934 | loss: 0.0310266 | val_loss: 0.0311103 | Time: 4151.32 ms [2021-08-22 13:10:31 main:574] : INFO : Epoch 1935 | loss: 0.0310285 | val_loss: 0.0311099 | Time: 4150.82 ms [2021-08-22 13:10:36 main:574] : INFO : Epoch 1936 | loss: 0.0310262 | val_loss: 0.0311115 | Time: 4268.76 ms [2021-08-22 13:10:40 main:574] : INFO : Epoch 1937 | loss: 0.0310257 | val_loss: 0.0311126 | Time: 4134.85 ms [2021-08-22 13:10:44 main:574] : INFO : Epoch 1938 | loss: 0.0310424 | val_loss: 0.0311127 | Time: 3993.76 ms [2021-08-22 13:10:48 main:574] : INFO : Epoch 1939 | loss: 0.031044 | val_loss: 0.0311177 | Time: 4139.84 ms [2021-08-22 13:10:52 main:574] : INFO : Epoch 1940 | loss: 0.0310413 | val_loss: 0.0311205 | Time: 4035.96 ms [2021-08-22 13:10:56 main:574] : INFO : Epoch 1941 | loss: 0.0310453 | val_loss: 0.0311242 | Time: 4045.25 ms [2021-08-22 13:11:00 main:574] : INFO : Epoch 1942 | loss: 0.0310358 | val_loss: 0.0311105 | Time: 4103.26 ms [2021-08-22 13:11:04 main:574] : INFO : Epoch 1943 | loss: 0.0310402 | val_loss: 0.0311092 | Time: 3986.13 ms [2021-08-22 13:11:08 main:574] : INFO : Epoch 1944 | loss: 0.0310346 | val_loss: 0.0311116 | Time: 4014.5 ms [2021-08-22 13:11:12 main:574] : INFO : Epoch 1945 | loss: 0.031036 | val_loss: 0.0311152 | Time: 4019.62 ms [2021-08-22 13:11:16 main:574] : INFO : Epoch 1946 | loss: 0.0310435 | val_loss: 0.0311158 | Time: 4055.4 ms [2021-08-22 13:11:21 main:574] : INFO : Epoch 1947 | loss: 0.0310626 | val_loss: 0.0311235 | Time: 4041.98 ms [2021-08-22 13:11:25 main:574] : INFO : Epoch 1948 | loss: 0.0310609 | val_loss: 0.0311088 | Time: 4082.12 ms [2021-08-22 13:11:29 main:574] : INFO : Epoch 1949 | loss: 0.0310921 | val_loss: 0.0311171 | Time: 4066.47 ms [2021-08-22 13:11:33 main:574] : INFO : Epoch 1950 | loss: 0.0310946 | val_loss: 0.031106 | Time: 4021.9 ms [2021-08-22 13:11:37 main:574] : INFO : Epoch 1951 | loss: 0.0310832 | val_loss: 0.0311025 | Time: 4077.35 ms [2021-08-22 13:11:41 main:574] : INFO : Epoch 1952 | loss: 0.0310793 | val_loss: 0.031102 | Time: 4081.56 ms [2021-08-22 13:11:45 main:574] : INFO : Epoch 1953 | loss: 0.0310788 | val_loss: 0.0311059 | Time: 4132.69 ms [2021-08-22 13:11:49 main:574] : INFO : Epoch 1954 | loss: 0.0310753 | val_loss: 0.0311032 | Time: 3988.99 ms [2021-08-22 13:11:53 main:574] : INFO : Epoch 1955 | loss: 0.0310708 | val_loss: 0.0311103 | Time: 4088.37 ms [2021-08-22 13:11:57 main:574] : INFO : Epoch 1956 | loss: 0.0310681 | val_loss: 0.03111 | Time: 4049.83 ms [2021-08-22 13:12:01 main:574] : INFO : Epoch 1957 | loss: 0.0310629 | val_loss: 0.0311027 | Time: 4111.95 ms [2021-08-22 13:12:06 main:574] : INFO : Epoch 1958 | loss: 0.0310614 | val_loss: 0.0311062 | Time: 4117.69 ms [2021-08-22 13:12:10 main:574] : INFO : Epoch 1959 | loss: 0.0310585 | val_loss: 0.0311084 | Time: 4057.07 ms [2021-08-22 13:12:14 main:574] : INFO : Epoch 1960 | loss: 0.0310593 | val_loss: 0.0311104 | Time: 4032.61 ms [2021-08-22 13:12:18 main:574] : INFO : Epoch 1961 | loss: 0.0310588 | val_loss: 0.0311085 | Time: 4031.86 ms [2021-08-22 13:12:22 main:574] : INFO : Epoch 1962 | loss: 0.0310567 | val_loss: 0.0311111 | Time: 4028.81 ms [2021-08-22 13:12:26 main:574] : INFO : Epoch 1963 | loss: 0.0310552 | val_loss: 0.0311128 | Time: 4037.74 ms [2021-08-22 13:12:30 main:574] : INFO : Epoch 1964 | loss: 0.0310553 | val_loss: 0.0311123 | Time: 4125.9 ms [2021-08-22 13:12:34 main:574] : INFO : Epoch 1965 | loss: 0.0310526 | val_loss: 0.0311166 | Time: 4065.93 ms [2021-08-22 13:12:38 main:574] : INFO : Epoch 1966 | loss: 0.031052 | val_loss: 0.031112 | Time: 4074 ms [2021-08-22 13:12:42 main:574] : INFO : Epoch 1967 | loss: 0.0310607 | val_loss: 0.0311116 | Time: 4182.56 ms [2021-08-22 13:12:47 main:574] : INFO : Epoch 1968 | loss: 0.0310643 | val_loss: 0.0311067 | Time: 4106.56 ms [2021-08-22 13:12:51 main:574] : INFO : Epoch 1969 | loss: 0.0310589 | val_loss: 0.031112 | Time: 4171.08 ms [2021-08-22 13:12:55 main:574] : INFO : Epoch 1970 | loss: 0.0310562 | val_loss: 0.0311076 | Time: 4067.38 ms [2021-08-22 13:12:59 main:574] : INFO : Epoch 1971 | loss: 0.0310525 | val_loss: 0.0311036 | Time: 4149.66 ms [2021-08-22 13:13:03 main:574] : INFO : Epoch 1972 | loss: 0.0310502 | val_loss: 0.031102 | Time: 4160.81 ms [2021-08-22 13:13:07 main:574] : INFO : Epoch 1973 | loss: 0.0310495 | val_loss: 0.0311058 | Time: 4021.47 ms [2021-08-22 13:13:11 main:574] : INFO : Epoch 1974 | loss: 0.0310435 | val_loss: 0.0311033 | Time: 4000.65 ms [2021-08-22 13:13:15 main:574] : INFO : Epoch 1975 | loss: 0.0310408 | val_loss: 0.0311079 | Time: 4011.59 ms [2021-08-22 13:13:19 main:574] : INFO : Epoch 1976 | loss: 0.0310925 | val_loss: 0.0312449 | Time: 4081.55 ms [2021-08-22 13:13:24 main:574] : INFO : Epoch 1977 | loss: 0.0367041 | val_loss: 0.0323122 | Time: 4143.24 ms [2021-08-22 13:13:28 main:574] : INFO : Epoch 1978 | loss: 0.0319112 | val_loss: 0.0317126 | Time: 4040.6 ms [2021-08-22 13:13:32 main:574] : INFO : Epoch 1979 | loss: 0.031341 | val_loss: 0.0312372 | Time: 4104.48 ms [2021-08-22 13:13:36 main:574] : INFO : Epoch 1980 | loss: 0.0312146 | val_loss: 0.0312008 | Time: 4121.97 ms [2021-08-22 13:13:40 main:574] : INFO : Epoch 1981 | loss: 0.0311844 | val_loss: 0.0311779 | Time: 4069.7 ms [2021-08-22 13:13:44 main:574] : INFO : Epoch 1982 | loss: 0.0311699 | val_loss: 0.031165 | Time: 4289.83 ms [2021-08-22 13:13:48 main:574] : INFO : Epoch 1983 | loss: 0.0311606 | val_loss: 0.0311595 | Time: 4037.36 ms [2021-08-22 13:13:53 main:574] : INFO : Epoch 1984 | loss: 0.0311559 | val_loss: 0.0311557 | Time: 4176.22 ms [2021-08-22 13:13:57 main:574] : INFO : Epoch 1985 | loss: 0.0311525 | val_loss: 0.0311524 | Time: 4027 ms [2021-08-22 13:14:01 main:574] : INFO : Epoch 1986 | loss: 0.03115 | val_loss: 0.0311528 | Time: 4057.09 ms [2021-08-22 13:14:05 main:574] : INFO : Epoch 1987 | loss: 0.0311468 | val_loss: 0.031145 | Time: 4055.89 ms [2021-08-22 13:14:09 main:574] : INFO : Epoch 1988 | loss: 0.0311395 | val_loss: 0.0311374 | Time: 4151.93 ms [2021-08-22 13:14:13 main:574] : INFO : Epoch 1989 | loss: 0.0311322 | val_loss: 0.0311323 | Time: 3996.38 ms [2021-08-22 13:14:17 main:574] : INFO : Epoch 1990 | loss: 0.0311241 | val_loss: 0.0311255 | Time: 4207.95 ms [2021-08-22 13:14:21 main:574] : INFO : Epoch 1991 | loss: 0.0311172 | val_loss: 0.0311229 | Time: 4145.82 ms [2021-08-22 13:14:26 main:574] : INFO : Epoch 1992 | loss: 0.0311124 | val_loss: 0.0311216 | Time: 4318.53 ms [2021-08-22 13:14:30 main:574] : INFO : Epoch 1993 | loss: 0.0311142 | val_loss: 0.0311202 | Time: 4226.32 ms [2021-08-22 13:14:34 main:574] : INFO : Epoch 1994 | loss: 0.0311114 | val_loss: 0.0311193 | Time: 4209.89 ms [2021-08-22 13:14:38 main:574] : INFO : Epoch 1995 | loss: 0.0311055 | val_loss: 0.0311145 | Time: 4079.61 ms [2021-08-22 13:14:42 main:574] : INFO : Epoch 1996 | loss: 0.0310997 | val_loss: 0.0311127 | Time: 3954.96 ms [2021-08-22 13:14:46 main:574] : INFO : Epoch 1997 | loss: 0.0310954 | val_loss: 0.0311126 | Time: 4092.84 ms [2021-08-22 13:14:50 main:574] : INFO : Epoch 1998 | loss: 0.0310916 | val_loss: 0.0311105 | Time: 4135.43 ms [2021-08-22 13:14:55 main:574] : INFO : Epoch 1999 | loss: 0.0310901 | val_loss: 0.0311149 | Time: 4269.1 ms [2021-08-22 13:14:59 main:574] : INFO : Epoch 2000 | loss: 0.0310896 | val_loss: 0.0311109 | Time: 4177.75 ms [2021-08-22 13:15:03 main:574] : INFO : Epoch 2001 | loss: 0.0310856 | val_loss: 0.031111 | Time: 4115.07 ms [2021-08-22 13:15:07 main:574] : INFO : Epoch 2002 | loss: 0.0310855 | val_loss: 0.0311104 | Time: 4024.87 ms [2021-08-22 13:15:11 main:574] : INFO : Epoch 2003 | loss: 0.0310873 | val_loss: 0.0311169 | Time: 3974.3 ms [2021-08-22 13:15:15 main:574] : INFO : Epoch 2004 | loss: 0.0310874 | val_loss: 0.0311156 | Time: 4004.63 ms [2021-08-22 13:15:19 main:574] : INFO : Epoch 2005 | loss: 0.0310859 | val_loss: 0.0311127 | Time: 3963.22 ms [2021-08-22 13:15:23 main:574] : INFO : Epoch 2006 | loss: 0.0310843 | val_loss: 0.0311125 | Time: 4014.29 ms [2021-08-22 13:15:27 main:574] : INFO : Epoch 2007 | loss: 0.031082 | val_loss: 0.0311122 | Time: 4018.15 ms [2021-08-22 13:15:31 main:574] : INFO : Epoch 2008 | loss: 0.0310791 | val_loss: 0.0311091 | Time: 4045.52 ms [2021-08-22 13:15:35 main:574] : INFO : Epoch 2009 | loss: 0.031076 | val_loss: 0.0311106 | Time: 4137.49 ms [2021-08-22 13:15:40 main:574] : INFO : Epoch 2010 | loss: 0.031079 | val_loss: 0.0311114 | Time: 4002.43 ms [2021-08-22 13:15:44 main:574] : INFO : Epoch 2011 | loss: 0.0310803 | val_loss: 0.0311088 | Time: 4119.68 ms [2021-08-22 13:15:48 main:574] : INFO : Epoch 2012 | loss: 0.0310804 | val_loss: 0.0311148 | Time: 4072.95 ms [2021-08-22 13:15:52 main:574] : INFO : Epoch 2013 | loss: 0.0310754 | val_loss: 0.0311128 | Time: 4144.03 ms [2021-08-22 13:15:56 main:574] : INFO : Epoch 2014 | loss: 0.0310727 | val_loss: 0.0311159 | Time: 4108.35 ms [2021-08-22 13:16:00 main:574] : INFO : Epoch 2015 | loss: 0.0310696 | val_loss: 0.0311178 | Time: 4157.02 ms [2021-08-22 13:16:04 main:574] : INFO : Epoch 2016 | loss: 0.03107 | val_loss: 0.031119 | Time: 4134.19 ms [2021-08-22 13:16:08 main:574] : INFO : Epoch 2017 | loss: 0.0310691 | val_loss: 0.0311119 | Time: 4084.6 ms [2021-08-22 13:16:13 main:574] : INFO : Epoch 2018 | loss: 0.0310738 | val_loss: 0.0311125 | Time: 4128.94 ms [2021-08-22 13:16:17 main:574] : INFO : Epoch 2019 | loss: 0.0310745 | val_loss: 0.0311138 | Time: 4152.4 ms [2021-08-22 13:16:21 main:574] : INFO : Epoch 2020 | loss: 0.0310736 | val_loss: 0.0311155 | Time: 4064.97 ms [2021-08-22 13:16:25 main:574] : INFO : Epoch 2021 | loss: 0.0310744 | val_loss: 0.0311105 | Time: 4097.33 ms [2021-08-22 13:16:30 main:574] : INFO : Epoch 2022 | loss: 0.0310725 | val_loss: 0.0311153 | Time: 4642.86 ms [2021-08-22 13:16:34 main:574] : INFO : Epoch 2023 | loss: 0.0310701 | val_loss: 0.0311166 | Time: 4427.8 ms [2021-08-22 13:16:38 main:574] : INFO : Epoch 2024 | loss: 0.0310777 | val_loss: 0.0311124 | Time: 4054.36 ms [2021-08-22 13:16:42 main:574] : INFO : Epoch 2025 | loss: 0.0310765 | val_loss: 0.0311132 | Time: 4195.77 ms [2021-08-22 13:16:47 main:574] : INFO : Epoch 2026 | loss: 0.0310805 | val_loss: 0.031112 | Time: 4063.51 ms [2021-08-22 13:16:51 main:574] : INFO : Epoch 2027 | loss: 0.0310781 | val_loss: 0.0311186 | Time: 4048.55 ms [2021-08-22 13:16:55 main:574] : INFO : Epoch 2028 | loss: 0.0310732 | val_loss: 0.0311127 | Time: 4148.38 ms [2021-08-22 13:16:59 main:574] : INFO : Epoch 2029 | loss: 0.0310719 | val_loss: 0.0311129 | Time: 4094.46 ms [2021-08-22 13:17:03 main:574] : INFO : Epoch 2030 | loss: 0.0310676 | val_loss: 0.0311127 | Time: 4126.33 ms [2021-08-22 13:17:07 main:574] : INFO : Epoch 2031 | loss: 0.0310655 | val_loss: 0.0311155 | Time: 4157.2 ms [2021-08-22 13:17:11 main:574] : INFO : Epoch 2032 | loss: 0.0310646 | val_loss: 0.0311091 | Time: 4096.75 ms [2021-08-22 13:17:15 main:574] : INFO : Epoch 2033 | loss: 0.0310676 | val_loss: 0.0311186 | Time: 4063.96 ms [2021-08-22 13:17:19 main:574] : INFO : Epoch 2034 | loss: 0.0310714 | val_loss: 0.03111 | Time: 4112.07 ms [2021-08-22 13:17:24 main:574] : INFO : Epoch 2035 | loss: 0.0310651 | val_loss: 0.0311166 | Time: 4093.04 ms [2021-08-22 13:17:28 main:574] : INFO : Epoch 2036 | loss: 0.0310661 | val_loss: 0.0311114 | Time: 4174.95 ms [2021-08-22 13:17:32 main:574] : INFO : Epoch 2037 | loss: 0.0310663 | val_loss: 0.0311129 | Time: 4131.71 ms [2021-08-22 13:17:36 main:574] : INFO : Epoch 2038 | loss: 0.0310695 | val_loss: 0.0311137 | Time: 4049.69 ms [2021-08-22 13:17:40 main:574] : INFO : Epoch 2039 | loss: 0.0310693 | val_loss: 0.0311085 | Time: 4096.14 ms [2021-08-22 13:17:44 main:574] : INFO : Epoch 2040 | loss: 0.0310659 | val_loss: 0.0311097 | Time: 4070.2 ms [2021-08-22 13:17:48 main:574] : INFO : Epoch 2041 | loss: 0.0310646 | val_loss: 0.0311086 | Time: 4103.28 ms [2021-08-22 13:17:53 main:574] : INFO : Epoch 2042 | loss: 0.0310631 | val_loss: 0.031109 | Time: 4172.48 ms [2021-08-22 13:17:57 main:574] : INFO : Epoch 2043 | loss: 0.0310633 | val_loss: 0.0311109 | Time: 4395.8 ms [2021-08-22 13:18:01 main:574] : INFO : Epoch 2044 | loss: 0.0310681 | val_loss: 0.0311157 | Time: 4158.55 ms [2021-08-22 13:18:05 main:574] : INFO : Epoch 2045 | loss: 0.0310668 | val_loss: 0.0311146 | Time: 4067.89 ms [2021-08-22 13:18:09 main:574] : INFO : Epoch 2046 | loss: 0.0310658 | val_loss: 0.0311168 | Time: 4029.44 ms [2021-08-22 13:18:13 main:574] : INFO : Epoch 2047 | loss: 0.031063 | val_loss: 0.0311183 | Time: 4011.03 ms [2021-08-22 13:18:17 main:574] : INFO : Epoch 2048 | loss: 0.0310643 | val_loss: 0.031115 | Time: 4069.18 ms [2021-08-22 13:18:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031115 [2021-08-22 13:18:17 main:603] : INFO : Saving end state to config to file [2021-08-22 13:18:17 main:608] : INFO : Success, exiting.. 13:18:17 (7872): 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)