Task 6785120
| Name | ParityMachine-1627982492-27742-1_1 |
| Workunit | 4265611 |
| Created | 21 Aug 2021, 12:33:26 UTC |
| Sent | 21 Aug 2021, 13:50:21 UTC |
| Report deadline | 28 Aug 2021, 13:50:21 UTC |
| Received | 22 Aug 2021, 1:47:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 20 min 45 sec |
| CPU time | 2 hours 17 min 56 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>
main:574] : INFO : Epoch 1542 | loss: 0.0311564 | val_loss: 0.0311633 | Time: 4017.81 ms
[2021-08-22 03:12:13 main:574] : INFO : Epoch 1543 | loss: 0.0311508 | val_loss: 0.0311603 | Time: 4050.48 ms
[2021-08-22 03:12:17 main:574] : INFO : Epoch 1544 | loss: 0.0311476 | val_loss: 0.0311604 | Time: 4056.63 ms
[2021-08-22 03:12:21 main:574] : INFO : Epoch 1545 | loss: 0.0311496 | val_loss: 0.0311624 | Time: 4049.55 ms
[2021-08-22 03:12:25 main:574] : INFO : Epoch 1546 | loss: 0.031146 | val_loss: 0.0311655 | Time: 4067.62 ms
[2021-08-22 03:12:29 main:574] : INFO : Epoch 1547 | loss: 0.0311473 | val_loss: 0.0311585 | Time: 4043.78 ms
[2021-08-22 03:12:33 main:574] : INFO : Epoch 1548 | loss: 0.0311524 | val_loss: 0.0311568 | Time: 4132.31 ms
[2021-08-22 03:12:38 main:574] : INFO : Epoch 1549 | loss: 0.0311512 | val_loss: 0.0311558 | Time: 4182.48 ms
[2021-08-22 03:12:42 main:574] : INFO : Epoch 1550 | loss: 0.0311429 | val_loss: 0.0311545 | Time: 4107.58 ms
[2021-08-22 03:12:46 main:574] : INFO : Epoch 1551 | loss: 0.0311437 | val_loss: 0.0311534 | Time: 4065.16 ms
[2021-08-22 03:12:50 main:574] : INFO : Epoch 1552 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 4131.81 ms
[2021-08-22 03:12:54 main:574] : INFO : Epoch 1553 | loss: 0.0311406 | val_loss: 0.0311567 | Time: 4187.19 ms
[2021-08-22 03:12:58 main:574] : INFO : Epoch 1554 | loss: 0.0311394 | val_loss: 0.0311573 | Time: 4056.2 ms
[2021-08-22 03:13:03 main:574] : INFO : Epoch 1555 | loss: 0.0311443 | val_loss: 0.0311719 | Time: 4159.62 ms
[2021-08-22 03:13:07 main:574] : INFO : Epoch 1556 | loss: 0.0311422 | val_loss: 0.0311548 | Time: 4032.36 ms
[2021-08-22 03:13:11 main:574] : INFO : Epoch 1557 | loss: 0.0311378 | val_loss: 0.0311542 | Time: 4051.56 ms
[2021-08-22 03:13:15 main:574] : INFO : Epoch 1558 | loss: 0.0311375 | val_loss: 0.0311531 | Time: 4030.86 ms
[2021-08-22 03:13:19 main:574] : INFO : Epoch 1559 | loss: 0.0311396 | val_loss: 0.0311524 | Time: 4024.01 ms
[2021-08-22 03:13:23 main:574] : INFO : Epoch 1560 | loss: 0.0311383 | val_loss: 0.0311553 | Time: 4032.72 ms
[2021-08-22 03:13:27 main:574] : INFO : Epoch 1561 | loss: 0.031136 | val_loss: 0.0311519 | Time: 4055.94 ms
[2021-08-22 03:13:31 main:574] : INFO : Epoch 1562 | loss: 0.0311392 | val_loss: 0.0311533 | Time: 4053.43 ms
[2021-08-22 03:13:35 main:574] : INFO : Epoch 1563 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 4131.11 ms
[2021-08-22 03:13:39 main:574] : INFO : Epoch 1564 | loss: 0.0311383 | val_loss: 0.0311539 | Time: 4167.89 ms
[2021-08-22 03:13:43 main:574] : INFO : Epoch 1565 | loss: 0.0311373 | val_loss: 0.0311554 | Time: 4205.61 ms
[2021-08-22 03:13:48 main:574] : INFO : Epoch 1566 | loss: 0.0311416 | val_loss: 0.031174 | Time: 4183.36 ms
[2021-08-22 03:13:52 main:574] : INFO : Epoch 1567 | loss: 0.0311422 | val_loss: 0.0311647 | Time: 4098.25 ms
[2021-08-22 03:13:56 main:574] : INFO : Epoch 1568 | loss: 0.0311347 | val_loss: 0.0311532 | Time: 4074.08 ms
[2021-08-22 03:14:00 main:574] : INFO : Epoch 1569 | loss: 0.0311341 | val_loss: 0.0311619 | Time: 3999.07 ms
[2021-08-22 03:14:04 main:574] : INFO : Epoch 1570 | loss: 0.0311384 | val_loss: 0.0311536 | Time: 4026.4 ms
[2021-08-22 03:14:08 main:574] : INFO : Epoch 1571 | loss: 0.0311341 | val_loss: 0.0311569 | Time: 4166.11 ms
[2021-08-22 03:14:12 main:574] : INFO : Epoch 1572 | loss: 0.0311392 | val_loss: 0.0311542 | Time: 4055.68 ms
[2021-08-22 03:14:16 main:574] : INFO : Epoch 1573 | loss: 0.0311327 | val_loss: 0.0311519 | Time: 4056.63 ms
[2021-08-22 03:14:20 main:574] : INFO : Epoch 1574 | loss: 0.0311355 | val_loss: 0.0311761 | Time: 4065.73 ms
[2021-08-22 03:14:24 main:574] : INFO : Epoch 1575 | loss: 0.0311406 | val_loss: 0.0311638 | Time: 4027.68 ms
[2021-08-22 03:14:29 main:574] : INFO : Epoch 1576 | loss: 0.0311384 | val_loss: 0.0311542 | Time: 4171.81 ms
[2021-08-22 03:14:33 main:574] : INFO : Epoch 1577 | loss: 0.0311338 | val_loss: 0.0311545 | Time: 4035.62 ms
[2021-08-22 03:14:37 main:574] : INFO : Epoch 1578 | loss: 0.0311326 | val_loss: 0.031154 | Time: 4230.93 ms
[2021-08-22 03:14:41 main:574] : INFO : Epoch 1579 | loss: 0.0311293 | val_loss: 0.031153 | Time: 4039.46 ms
[2021-08-22 03:14:45 main:574] : INFO : Epoch 1580 | loss: 0.0311304 | val_loss: 0.0311531 | Time: 4013.34 ms
[2021-08-22 03:14:49 main:574] : INFO : Epoch 1581 | loss: 0.0311297 | val_loss: 0.0311521 | Time: 4096.16 ms
[2021-08-22 03:14:53 main:574] : INFO : Epoch 1582 | loss: 0.0311296 | val_loss: 0.0311527 | Time: 4146.32 ms
[2021-08-22 03:14:57 main:574] : INFO : Epoch 1583 | loss: 0.0311322 | val_loss: 0.0311571 | Time: 4094.04 ms
[2021-08-22 03:15:02 main:574] : INFO : Epoch 1584 | loss: 0.031133 | val_loss: 0.0311511 | Time: 4418.03 ms
[2021-08-22 03:15:06 main:574] : INFO : Epoch 1585 | loss: 0.0311297 | val_loss: 0.0311594 | Time: 4008.05 ms
[2021-08-22 03:15:10 main:574] : INFO : Epoch 1586 | loss: 0.0311279 | val_loss: 0.0311537 | Time: 4017.48 ms
[2021-08-22 03:15:14 main:574] : INFO : Epoch 1587 | loss: 0.0311356 | val_loss: 0.031156 | Time: 4030.76 ms
[2021-08-22 03:15:18 main:574] : INFO : Epoch 1588 | loss: 0.0311317 | val_loss: 0.0311598 | Time: 4019.61 ms
[2021-08-22 03:15:22 main:574] : INFO : Epoch 1589 | loss: 0.0311312 | val_loss: 0.031156 | Time: 4098.15 ms
[2021-08-22 03:15:26 main:574] : INFO : Epoch 1590 | loss: 0.0311317 | val_loss: 0.0311562 | Time: 4038.43 ms
[2021-08-22 03:15:30 main:574] : INFO : Epoch 1591 | loss: 0.0311318 | val_loss: 0.031153 | Time: 4078.71 ms
[2021-08-22 03:15:34 main:574] : INFO : Epoch 1592 | loss: 0.0311274 | val_loss: 0.031157 | Time: 3999.94 ms
[2021-08-22 03:15:38 main:574] : INFO : Epoch 1593 | loss: 0.0311294 | val_loss: 0.0311558 | Time: 4099.31 ms
[2021-08-22 03:15:43 main:574] : INFO : Epoch 1594 | loss: 0.0311263 | val_loss: 0.0311559 | Time: 4343.04 ms
[2021-08-22 03:15:47 main:574] : INFO : Epoch 1595 | loss: 0.0311278 | val_loss: 0.0311539 | Time: 4567.38 ms
[2021-08-22 03:15:52 main:574] : INFO : Epoch 1596 | loss: 0.0311264 | val_loss: 0.0311529 | Time: 4483.32 ms
[2021-08-22 03:15:56 main:574] : INFO : Epoch 1597 | loss: 0.0311249 | val_loss: 0.0311602 | Time: 4132.65 ms
[2021-08-22 03:16:00 main:574] : INFO : Epoch 1598 | loss: 0.0311368 | val_loss: 0.0311654 | Time: 4239 ms
[2021-08-22 03:16:04 main:574] : INFO : Epoch 1599 | loss: 0.0311369 | val_loss: 0.0311583 | Time: 4027.98 ms
[2021-08-22 03:16:09 main:574] : INFO : Epoch 1600 | loss: 0.0311287 | val_loss: 0.0311583 | Time: 4128.45 ms
[2021-08-22 03:16:13 main:574] : INFO : Epoch 1601 | loss: 0.0311257 | val_loss: 0.0311539 | Time: 3983.13 ms
[2021-08-22 03:16:17 main:574] : INFO : Epoch 1602 | loss: 0.0311247 | val_loss: 0.0311549 | Time: 4042.19 ms
[2021-08-22 03:16:21 main:574] : INFO : Epoch 1603 | loss: 0.0311248 | val_loss: 0.0311512 | Time: 4110.33 ms
[2021-08-22 03:16:25 main:574] : INFO : Epoch 1604 | loss: 0.0311235 | val_loss: 0.0311575 | Time: 4027.65 ms
[2021-08-22 03:16:29 main:574] : INFO : Epoch 1605 | loss: 0.0311248 | val_loss: 0.0311549 | Time: 4160.6 ms
[2021-08-22 03:16:33 main:574] : INFO : Epoch 1606 | loss: 0.0311226 | val_loss: 0.0311563 | Time: 4103.84 ms
[2021-08-22 03:16:37 main:574] : INFO : Epoch 1607 | loss: 0.031124 | val_loss: 0.0311507 | Time: 4105.13 ms
[2021-08-22 03:16:41 main:574] : INFO : Epoch 1608 | loss: 0.031125 | val_loss: 0.0311573 | Time: 4076.4 ms
[2021-08-22 03:16:46 main:574] : INFO : Epoch 1609 | loss: 0.0311251 | val_loss: 0.0311635 | Time: 4135.96 ms
[2021-08-22 03:16:50 main:574] : INFO : Epoch 1610 | loss: 0.0311276 | val_loss: 0.0311716 | Time: 4071.01 ms
[2021-08-22 03:16:54 main:574] : INFO : Epoch 1611 | loss: 0.0311276 | val_loss: 0.0311544 | Time: 4072.98 ms
[2021-08-22 03:16:58 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311522 | Time: 4231.18 ms
[2021-08-22 03:17:02 main:574] : INFO : Epoch 1613 | loss: 0.0311228 | val_loss: 0.0311753 | Time: 4058.94 ms
[2021-08-22 03:17:06 main:574] : INFO : Epoch 1614 | loss: 0.0311262 | val_loss: 0.0311631 | Time: 4023.54 ms
[2021-08-22 03:17:10 main:574] : INFO : Epoch 1615 | loss: 0.0311266 | val_loss: 0.0311626 | Time: 4037.61 ms
[2021-08-22 03:17:14 main:574] : INFO : Epoch 1616 | loss: 0.0311328 | val_loss: 0.0311621 | Time: 4002.4 ms
[2021-08-22 03:17:18 main:574] : INFO : Epoch 1617 | loss: 0.0311243 | val_loss: 0.0311582 | Time: 4062.52 ms
[2021-08-22 03:17:22 main:574] : INFO : Epoch 1618 | loss: 0.031121 | val_loss: 0.0311621 | Time: 4149.76 ms
[2021-08-22 03:17:27 main:574] : INFO : Epoch 1619 | loss: 0.0311261 | val_loss: 0.0311624 | Time: 4154.39 ms
[2021-08-22 03:17:31 main:574] : INFO : Epoch 1620 | loss: 0.0311213 | val_loss: 0.0311537 | Time: 4071.33 ms
[2021-08-22 03:17:35 main:574] : INFO : Epoch 1621 | loss: 0.0311217 | val_loss: 0.0311668 | Time: 4070.09 ms
[2021-08-22 03:17:39 main:574] : INFO : Epoch 1622 | loss: 0.031121 | val_loss: 0.031152 | Time: 4161.54 ms
[2021-08-22 03:17:43 main:574] : INFO : Epoch 1623 | loss: 0.0311212 | val_loss: 0.0311593 | Time: 4012.08 ms
[2021-08-22 03:17:47 main:574] : INFO : Epoch 1624 | loss: 0.0311208 | val_loss: 0.0311585 | Time: 4088.71 ms
[2021-08-22 03:17:51 main:574] : INFO : Epoch 1625 | loss: 0.0311314 | val_loss: 0.0311605 | Time: 4087.91 ms
[2021-08-22 03:17:56 main:574] : INFO : Epoch 1626 | loss: 0.0311273 | val_loss: 0.031159 | Time: 4263.35 ms
[2021-08-22 03:18:00 main:574] : INFO : Epoch 1627 | loss: 0.0311228 | val_loss: 0.0311541 | Time: 4062.36 ms
[2021-08-22 03:18:04 main:574] : INFO : Epoch 1628 | loss: 0.0311194 | val_loss: 0.031155 | Time: 4032.86 ms
[2021-08-22 03:18:08 main:574] : INFO : Epoch 1629 | loss: 0.0311203 | val_loss: 0.0311575 | Time: 4013.71 ms
[2021-08-22 03:18:12 main:574] : INFO : Epoch 1630 | loss: 0.0311177 | val_loss: 0.0311661 | Time: 4055.62 ms
[2021-08-22 03:18:16 main:574] : INFO : Epoch 1631 | loss: 0.031122 | val_loss: 0.0311583 | Time: 3988.03 ms
[2021-08-22 03:18:20 main:574] : INFO : Epoch 1632 | loss: 0.0311196 | val_loss: 0.0311598 | Time: 4020.99 ms
[2021-08-22 03:18:24 main:574] : INFO : Epoch 1633 | loss: 0.031123 | val_loss: 0.0311628 | Time: 4015.68 ms
[2021-08-22 03:18:28 main:574] : INFO : Epoch 1634 | loss: 0.0311246 | val_loss: 0.0311561 | Time: 4076.55 ms
[2021-08-22 03:18:32 main:574] : INFO : Epoch 1635 | loss: 0.0311198 | val_loss: 0.0311636 | Time: 4430.69 ms
[2021-08-22 03:18:36 main:574] : INFO : Epoch 1636 | loss: 0.0311267 | val_loss: 0.0311552 | Time: 4094.59 ms
[2021-08-22 03:18:41 main:574] : INFO : Epoch 1637 | loss: 0.0311225 | val_loss: 0.0311647 | Time: 4075.79 ms
[2021-08-22 03:18:45 main:574] : INFO : Epoch 1638 | loss: 0.031121 | val_loss: 0.0311534 | Time: 4149.32 ms
[2021-08-22 03:18:49 main:574] : INFO : Epoch 1639 | loss: 0.0311201 | val_loss: 0.0311598 | Time: 4122.27 ms
[2021-08-22 03:18:53 main:574] : INFO : Epoch 1640 | loss: 0.0311188 | val_loss: 0.0311715 | Time: 4104.71 ms
[2021-08-22 03:18:57 main:574] : INFO : Epoch 1641 | loss: 0.0311239 | val_loss: 0.0311614 | Time: 4161.5 ms
[2021-08-22 03:19:01 main:574] : INFO : Epoch 1642 | loss: 0.0311213 | val_loss: 0.0311626 | Time: 4166.42 ms
[2021-08-22 03:19:06 main:574] : INFO : Epoch 1643 | loss: 0.0311222 | val_loss: 0.0311669 | Time: 4325.04 ms
[2021-08-22 03:19:10 main:574] : INFO : Epoch 1644 | loss: 0.0311184 | val_loss: 0.0311497 | Time: 4191.85 ms
[2021-08-22 03:19:14 main:574] : INFO : Epoch 1645 | loss: 0.0311185 | val_loss: 0.0311694 | Time: 4108.19 ms
[2021-08-22 03:19:18 main:574] : INFO : Epoch 1646 | loss: 0.031121 | val_loss: 0.0311725 | Time: 4139.4 ms
[2021-08-22 03:19:22 main:574] : INFO : Epoch 1647 | loss: 0.0311186 | val_loss: 0.0311548 | Time: 4235.63 ms
[2021-08-22 03:19:27 main:574] : INFO : Epoch 1648 | loss: 0.0311224 | val_loss: 0.0311687 | Time: 4116.13 ms
[2021-08-22 03:19:31 main:574] : INFO : Epoch 1649 | loss: 0.0311186 | val_loss: 0.0311584 | Time: 4208.36 ms
[2021-08-22 03:19:35 main:574] : INFO : Epoch 1650 | loss: 0.0311149 | val_loss: 0.0311565 | Time: 4139.22 ms
[2021-08-22 03:19:39 main:574] : INFO : Epoch 1651 | loss: 0.0311202 | val_loss: 0.0311536 | Time: 4066.88 ms
[2021-08-22 03:19:43 main:574] : INFO : Epoch 1652 | loss: 0.0311202 | val_loss: 0.031171 | Time: 4046.44 ms
[2021-08-22 03:19:47 main:574] : INFO : Epoch 1653 | loss: 0.0311295 | val_loss: 0.0311511 | Time: 4108.69 ms
[2021-08-22 03:19:51 main:574] : INFO : Epoch 1654 | loss: 0.0311282 | val_loss: 0.0311541 | Time: 4151.47 ms
[2021-08-22 03:19:56 main:574] : INFO : Epoch 1655 | loss: 0.0311329 | val_loss: 0.0311571 | Time: 4136.09 ms
[2021-08-22 03:20:00 main:574] : INFO : Epoch 1656 | loss: 0.0311316 | val_loss: 0.0311588 | Time: 4121.08 ms
[2021-08-22 03:20:04 main:574] : INFO : Epoch 1657 | loss: 0.0311261 | val_loss: 0.0311532 | Time: 4161.16 ms
[2021-08-22 03:20:08 main:574] : INFO : Epoch 1658 | loss: 0.0311224 | val_loss: 0.0311551 | Time: 4111.98 ms
[2021-08-22 03:20:12 main:574] : INFO : Epoch 1659 | loss: 0.0311229 | val_loss: 0.0311589 | Time: 4090.64 ms
[2021-08-22 03:20:16 main:574] : INFO : Epoch 1660 | loss: 0.0311213 | val_loss: 0.0311592 | Time: 4131.54 ms
[2021-08-22 03:20:21 main:574] : INFO : Epoch 1661 | loss: 0.0311216 | val_loss: 0.0311611 | Time: 4159.12 ms
[2021-08-22 03:20:25 main:574] : INFO : Epoch 1662 | loss: 0.0311203 | val_loss: 0.0311702 | Time: 4122.73 ms
[2021-08-22 03:20:29 main:574] : INFO : Epoch 1663 | loss: 0.0311239 | val_loss: 0.031157 | Time: 4287.12 ms
[2021-08-22 03:20:33 main:574] : INFO : Epoch 1664 | loss: 0.0311204 | val_loss: 0.0311576 | Time: 4244.7 ms
[2021-08-22 03:20:37 main:574] : INFO : Epoch 1665 | loss: 0.0311187 | val_loss: 0.0311573 | Time: 4181.64 ms
[2021-08-22 03:20:42 main:574] : INFO : Epoch 1666 | loss: 0.0311252 | val_loss: 0.0311578 | Time: 4228.28 ms
[2021-08-22 03:20:46 main:574] : INFO : Epoch 1667 | loss: 0.0311141 | val_loss: 0.0311571 | Time: 4224.42 ms
[2021-08-22 03:20:50 main:574] : INFO : Epoch 1668 | loss: 0.0311211 | val_loss: 0.0311718 | Time: 4126.57 ms
[2021-08-22 03:20:54 main:574] : INFO : Epoch 1669 | loss: 0.0311227 | val_loss: 0.0311553 | Time: 4166.42 ms
[2021-08-22 03:20:58 main:574] : INFO : Epoch 1670 | loss: 0.0311216 | val_loss: 0.03115 | Time: 4186.37 ms
[2021-08-22 03:21:03 main:574] : INFO : Epoch 1671 | loss: 0.0311216 | val_loss: 0.0311615 | Time: 4082.54 ms
[2021-08-22 03:21:07 main:574] : INFO : Epoch 1672 | loss: 0.0311217 | val_loss: 0.0311607 | Time: 4106.68 ms
[2021-08-22 03:21:11 main:574] : INFO : Epoch 1673 | loss: 0.0311168 | val_loss: 0.0311561 | Time: 4144.59 ms
[2021-08-22 03:21:15 main:574] : INFO : Epoch 1674 | loss: 0.0311176 | val_loss: 0.0311597 | Time: 4044.07 ms
[2021-08-22 03:21:19 main:574] : INFO : Epoch 1675 | loss: 0.0311175 | val_loss: 0.0311682 | Time: 4044.92 ms
[2021-08-22 03:21:23 main:574] : INFO : Epoch 1676 | loss: 0.0311203 | val_loss: 0.0311713 | Time: 4030.39 ms
[2021-08-22 03:21:27 main:574] : INFO : Epoch 1677 | loss: 0.0311172 | val_loss: 0.0311638 | Time: 4071.08 ms
[2021-08-22 03:21:31 main:574] : INFO : Epoch 1678 | loss: 0.0311134 | val_loss: 0.0311582 | Time: 4047.23 ms
[2021-08-22 03:21:35 main:574] : INFO : Epoch 1679 | loss: 0.0311203 | val_loss: 0.0311975 | Time: 4227.27 ms
[2021-08-22 03:21:40 main:574] : INFO : Epoch 1680 | loss: 0.0311273 | val_loss: 0.0311679 | Time: 4171.1 ms
[2021-08-22 03:21:44 main:574] : INFO : Epoch 1681 | loss: 0.031119 | val_loss: 0.0311792 | Time: 4112.15 ms
[2021-08-22 03:21:48 main:574] : INFO : Epoch 1682 | loss: 0.0311194 | val_loss: 0.0311627 | Time: 4082.49 ms
[2021-08-22 03:21:52 main:574] : INFO : Epoch 1683 | loss: 0.0311188 | val_loss: 0.0311542 | Time: 4125.62 ms
[2021-08-22 03:21:56 main:574] : INFO : Epoch 1684 | loss: 0.0311225 | val_loss: 0.0311633 | Time: 4217.84 ms
[2021-08-22 03:22:00 main:574] : INFO : Epoch 1685 | loss: 0.0311152 | val_loss: 0.03116 | Time: 4080.08 ms
[2021-08-22 03:22:05 main:574] : INFO : Epoch 1686 | loss: 0.0311157 | val_loss: 0.0311623 | Time: 4076.14 ms
[2021-08-22 03:22:09 main:574] : INFO : Epoch 1687 | loss: 0.0311164 | val_loss: 0.0311525 | Time: 4079.38 ms
[2021-08-22 03:22:13 main:574] : INFO : Epoch 1688 | loss: 0.0311198 | val_loss: 0.0311547 | Time: 4007.01 ms
[2021-08-22 03:22:17 main:574] : INFO : Epoch 1689 | loss: 0.0311161 | val_loss: 0.0311618 | Time: 4003.79 ms
[2021-08-22 03:22:21 main:574] : INFO : Epoch 1690 | loss: 0.0311196 | val_loss: 0.0311597 | Time: 4064.77 ms
[2021-08-22 03:22:25 main:574] : INFO : Epoch 1691 | loss: 0.0311293 | val_loss: 0.0311599 | Time: 4093.51 ms
[2021-08-22 03:22:29 main:574] : INFO : Epoch 1692 | loss: 0.0311307 | val_loss: 0.0311634 | Time: 4144.07 ms
[2021-08-22 03:22:33 main:574] : INFO : Epoch 1693 | loss: 0.0311223 | val_loss: 0.0311616 | Time: 4184.42 ms
[2021-08-22 03:22:37 main:574] : INFO : Epoch 1694 | loss: 0.0311192 | val_loss: 0.0311562 | Time: 4132.11 ms
[2021-08-22 03:22:42 main:574] : INFO : Epoch 1695 | loss: 0.0311144 | val_loss: 0.0311538 | Time: 4255.94 ms
[2021-08-22 03:22:46 main:574] : INFO : Epoch 1696 | loss: 0.0311144 | val_loss: 0.0311544 | Time: 4364.27 ms
[2021-08-22 03:22:50 main:574] : INFO : Epoch 1697 | loss: 0.0311141 | val_loss: 0.0311718 | Time: 4242.53 ms
[2021-08-22 03:22:55 main:574] : INFO : Epoch 1698 | loss: 0.0311158 | val_loss: 0.0311596 | Time: 4266.77 ms
[2021-08-22 03:22:59 main:574] : INFO : Epoch 1699 | loss: 0.0311188 | val_loss: 0.0311615 | Time: 4086.47 ms
[2021-08-22 03:23:03 main:574] : INFO : Epoch 1700 | loss: 0.0311237 | val_loss: 0.0311638 | Time: 4233.56 ms
[2021-08-22 03:23:07 main:574] : INFO : Epoch 1701 | loss: 0.0311266 | val_loss: 0.0311577 | Time: 4215.83 ms
[2021-08-22 03:23:11 main:574] : INFO : Epoch 1702 | loss: 0.0311251 | val_loss: 0.0311569 | Time: 4122.82 ms
[2021-08-22 03:23:15 main:574] : INFO : Epoch 1703 | loss: 0.0311203 | val_loss: 0.0311555 | Time: 4102.95 ms
[2021-08-22 03:23:20 main:574] : INFO : Epoch 1704 | loss: 0.0311121 | val_loss: 0.0311763 | Time: 4033.08 ms
[2021-08-22 03:23:24 main:574] : INFO : Epoch 1705 | loss: 0.0311141 | val_loss: 0.0311648 | Time: 4215.88 ms
[2021-08-22 03:23:28 main:574] : INFO : Epoch 1706 | loss: 0.0311126 | val_loss: 0.0311587 | Time: 4214.86 ms
[2021-08-22 03:23:32 main:574] : INFO : Epoch 1707 | loss: 0.0311132 | val_loss: 0.0311577 | Time: 4192.25 ms
[2021-08-22 03:23:36 main:574] : INFO : Epoch 1708 | loss: 0.0311126 | val_loss: 0.0311611 | Time: 4088.67 ms
[2021-08-22 03:23:40 main:574] : INFO : Epoch 1709 | loss: 0.0311125 | val_loss: 0.0311598 | Time: 4036.1 ms
[2021-08-22 03:23:45 main:574] : INFO : Epoch 1710 | loss: 0.0311165 | val_loss: 0.031162 | Time: 4147.35 ms
[2021-08-22 03:23:49 main:574] : INFO : Epoch 1711 | loss: 0.031121 | val_loss: 0.0311553 | Time: 4086.8 ms
[2021-08-22 03:23:53 main:574] : INFO : Epoch 1712 | loss: 0.031115 | val_loss: 0.0311571 | Time: 4144.16 ms
[2021-08-22 03:23:57 main:574] : INFO : Epoch 1713 | loss: 0.0311242 | val_loss: 0.0311495 | Time: 4128.61 ms
[2021-08-22 03:24:01 main:574] : INFO : Epoch 1714 | loss: 0.0311259 | val_loss: 0.0311512 | Time: 4213.12 ms
[2021-08-22 03:24:05 main:574] : INFO : Epoch 1715 | loss: 0.0311209 | val_loss: 0.0311519 | Time: 4049.09 ms
[2021-08-22 03:24:10 main:574] : INFO : Epoch 1716 | loss: 0.03112 | val_loss: 0.0311539 | Time: 4163.71 ms
[2021-08-22 03:24:14 main:574] : INFO : Epoch 1717 | loss: 0.0311157 | val_loss: 0.0311511 | Time: 4033.16 ms
[2021-08-22 03:24:18 main:574] : INFO : Epoch 1718 | loss: 0.0311176 | val_loss: 0.0311543 | Time: 4029.09 ms
[2021-08-22 03:24:22 main:574] : INFO : Epoch 1719 | loss: 0.0311159 | val_loss: 0.0311595 | Time: 4117.69 ms
[2021-08-22 03:24:26 main:574] : INFO : Epoch 1720 | loss: 0.0311142 | val_loss: 0.0311508 | Time: 4094.2 ms
[2021-08-22 03:24:30 main:574] : INFO : Epoch 1721 | loss: 0.0311151 | val_loss: 0.031168 | Time: 4113.45 ms
[2021-08-22 03:24:34 main:574] : INFO : Epoch 1722 | loss: 0.0311193 | val_loss: 0.0311591 | Time: 4131.63 ms
[2021-08-22 03:24:38 main:574] : INFO : Epoch 1723 | loss: 0.0311161 | val_loss: 0.0311558 | Time: 4210.37 ms
[2021-08-22 03:24:43 main:574] : INFO : Epoch 1724 | loss: 0.0311132 | val_loss: 0.0311576 | Time: 4120.2 ms
[2021-08-22 03:24:47 main:574] : INFO : Epoch 1725 | loss: 0.0311095 | val_loss: 0.0311566 | Time: 4095.16 ms
[2021-08-22 03:24:51 main:574] : INFO : Epoch 1726 | loss: 0.0311116 | val_loss: 0.0311584 | Time: 4164 ms
[2021-08-22 03:24:55 main:574] : INFO : Epoch 1727 | loss: 0.0311103 | val_loss: 0.0311726 | Time: 4087.3 ms
[2021-08-22 03:24:59 main:574] : INFO : Epoch 1728 | loss: 0.0311148 | val_loss: 0.031153 | Time: 4209.87 ms
[2021-08-22 03:25:03 main:574] : INFO : Epoch 1729 | loss: 0.0311106 | val_loss: 0.0311661 | Time: 4134.51 ms
[2021-08-22 03:25:07 main:574] : INFO : Epoch 1730 | loss: 0.0311188 | val_loss: 0.0311577 | Time: 4080.09 ms
[2021-08-22 03:25:12 main:574] : INFO : Epoch 1731 | loss: 0.0311119 | val_loss: 0.0311598 | Time: 4015.07 ms
[2021-08-22 03:25:16 main:574] : INFO : Epoch 1732 | loss: 0.0311092 | val_loss: 0.0311617 | Time: 4025.18 ms
[2021-08-22 03:25:20 main:574] : INFO : Epoch 1733 | loss: 0.0311082 | val_loss: 0.0311584 | Time: 4060.7 ms
[2021-08-22 03:25:24 main:574] : INFO : Epoch 1734 | loss: 0.0311088 | val_loss: 0.031158 | Time: 4010.59 ms
[2021-08-22 03:25:28 main:574] : INFO : Epoch 1735 | loss: 0.031108 | val_loss: 0.0311684 | Time: 4105.84 ms
[2021-08-22 03:25:32 main:574] : INFO : Epoch 1736 | loss: 0.0311067 | val_loss: 0.0311563 | Time: 4050.99 ms
[2021-08-22 03:25:36 main:574] : INFO : Epoch 1737 | loss: 0.0311101 | val_loss: 0.0311696 | Time: 4120.15 ms
[2021-08-22 03:25:40 main:574] : INFO : Epoch 1738 | loss: 0.0311157 | val_loss: 0.0311642 | Time: 4217.37 ms
[2021-08-22 03:25:44 main:574] : INFO : Epoch 1739 | loss: 0.03111 | val_loss: 0.0311519 | Time: 4007.21 ms
[2021-08-22 03:25:48 main:574] : INFO : Epoch 1740 | loss: 0.031113 | val_loss: 0.0311628 | Time: 4134.67 ms
[2021-08-22 03:25:53 main:574] : INFO : Epoch 1741 | loss: 0.0311115 | val_loss: 0.0311614 | Time: 4255.19 ms
[2021-08-22 03:25:57 main:574] : INFO : Epoch 1742 | loss: 0.0311102 | val_loss: 0.0311592 | Time: 4203.12 ms
[2021-08-22 03:26:01 main:574] : INFO : Epoch 1743 | loss: 0.0311248 | val_loss: 0.0311681 | Time: 4097.55 ms
[2021-08-22 03:26:05 main:574] : INFO : Epoch 1744 | loss: 0.0311181 | val_loss: 0.0311585 | Time: 4064.93 ms
[2021-08-22 03:26:09 main:574] : INFO : Epoch 1745 | loss: 0.0311116 | val_loss: 0.0311632 | Time: 4043.49 ms
[2021-08-22 03:26:13 main:574] : INFO : Epoch 1746 | loss: 0.0311096 | val_loss: 0.0311662 | Time: 4024.28 ms
[2021-08-22 03:26:17 main:574] : INFO : Epoch 1747 | loss: 0.0311101 | val_loss: 0.031167 | Time: 4034.98 ms
[2021-08-22 03:26:21 main:574] : INFO : Epoch 1748 | loss: 0.0311185 | val_loss: 0.0311495 | Time: 4062.97 ms
[2021-08-22 03:26:25 main:574] : INFO : Epoch 1749 | loss: 0.0311345 | val_loss: 0.0311566 | Time: 4099.51 ms
[2021-08-22 03:26:30 main:574] : INFO : Epoch 1750 | loss: 0.0311279 | val_loss: 0.0311485 | Time: 4062.54 ms
[2021-08-22 03:26:34 main:574] : INFO : Epoch 1751 | loss: 0.031123 | val_loss: 0.0311471 | Time: 4087.01 ms
[2021-08-22 03:26:38 main:574] : INFO : Epoch 1752 | loss: 0.0311189 | val_loss: 0.0311635 | Time: 4082.33 ms
[2021-08-22 03:26:43 main:574] : INFO : Epoch 1753 | loss: 0.0311206 | val_loss: 0.0311447 | Time: 4744.28 ms
[2021-08-22 03:26:47 main:574] : INFO : Epoch 1754 | loss: 0.0311167 | val_loss: 0.0311516 | Time: 4174.91 ms
[2021-08-22 03:26:51 main:574] : INFO : Epoch 1755 | loss: 0.0311185 | val_loss: 0.0311563 | Time: 4080.92 ms
[2021-08-22 03:26:55 main:574] : INFO : Epoch 1756 | loss: 0.0311175 | val_loss: 0.0311481 | Time: 4140.45 ms
[2021-08-22 03:26:59 main:574] : INFO : Epoch 1757 | loss: 0.0311179 | val_loss: 0.031151 | Time: 4161.3 ms
[2021-08-22 03:27:03 main:574] : INFO : Epoch 1758 | loss: 0.0311189 | val_loss: 0.0311492 | Time: 4207.54 ms
[2021-08-22 03:27:07 main:574] : INFO : Epoch 1759 | loss: 0.031113 | val_loss: 0.0311557 | Time: 4058.72 ms
[2021-08-22 03:27:12 main:574] : INFO : Epoch 1760 | loss: 0.0311164 | val_loss: 0.0311554 | Time: 4042.28 ms
[2021-08-22 03:27:16 main:574] : INFO : Epoch 1761 | loss: 0.0311119 | val_loss: 0.0311514 | Time: 4000.27 ms
[2021-08-22 03:27:20 main:574] : INFO : Epoch 1762 | loss: 0.0311218 | val_loss: 0.0311632 | Time: 4172.77 ms
[2021-08-22 03:27:24 main:574] : INFO : Epoch 1763 | loss: 0.0311201 | val_loss: 0.031152 | Time: 4217.2 ms
[2021-08-22 03:27:28 main:574] : INFO : Epoch 1764 | loss: 0.0311137 | val_loss: 0.0311587 | Time: 4069.45 ms
[2021-08-22 03:27:32 main:574] : INFO : Epoch 1765 | loss: 0.0311151 | val_loss: 0.0311538 | Time: 4230.42 ms
[2021-08-22 03:27:36 main:574] : INFO : Epoch 1766 | loss: 0.0311157 | val_loss: 0.031153 | Time: 4032.45 ms
[2021-08-22 03:27:41 main:574] : INFO : Epoch 1767 | loss: 0.0311094 | val_loss: 0.0311576 | Time: 4137.17 ms
[2021-08-22 03:27:45 main:574] : INFO : Epoch 1768 | loss: 0.0311074 | val_loss: 0.0311759 | Time: 4156.29 ms
[2021-08-22 03:27:49 main:574] : INFO : Epoch 1769 | loss: 0.0311143 | val_loss: 0.0311473 | Time: 4065.21 ms
[2021-08-22 03:27:53 main:574] : INFO : Epoch 1770 | loss: 0.0311134 | val_loss: 0.0311666 | Time: 4147.11 ms
[2021-08-22 03:27:57 main:574] : INFO : Epoch 1771 | loss: 0.0311088 | val_loss: 0.031154 | Time: 4253.21 ms
[2021-08-22 03:28:01 main:574] : INFO : Epoch 1772 | loss: 0.0311072 | val_loss: 0.0311586 | Time: 4217.32 ms
[2021-08-22 03:28:06 main:574] : INFO : Epoch 1773 | loss: 0.0311119 | val_loss: 0.0311532 | Time: 4072.97 ms
[2021-08-22 03:28:10 main:574] : INFO : Epoch 1774 | loss: 0.0311073 | val_loss: 0.031156 | Time: 4039.6 ms
[2021-08-22 03:28:14 main:574] : INFO : Epoch 1775 | loss: 0.031106 | val_loss: 0.0311617 | Time: 4039.44 ms
[2021-08-22 03:28:18 main:574] : INFO : Epoch 1776 | loss: 0.0311056 | val_loss: 0.0311523 | Time: 4046.91 ms
[2021-08-22 03:28:22 main:574] : INFO : Epoch 1777 | loss: 0.0311063 | val_loss: 0.0311613 | Time: 4055.02 ms
[2021-08-22 03:28:26 main:574] : INFO : Epoch 1778 | loss: 0.0311099 | val_loss: 0.0311587 | Time: 4101.77 ms
[2021-08-22 03:28:30 main:574] : INFO : Epoch 1779 | loss: 0.0311062 | val_loss: 0.0311499 | Time: 4011.14 ms
[2021-08-22 03:28:34 main:574] : INFO : Epoch 1780 | loss: 0.0311082 | val_loss: 0.0311496 | Time: 4058.49 ms
[2021-08-22 03:28:38 main:574] : INFO : Epoch 1781 | loss: 0.0311124 | val_loss: 0.0311606 | Time: 4079.1 ms
[2021-08-22 03:28:42 main:574] : INFO : Epoch 1782 | loss: 0.0311083 | val_loss: 0.0311481 | Time: 4091.7 ms
[2021-08-22 03:28:46 main:574] : INFO : Epoch 1783 | loss: 0.0311074 | val_loss: 0.031158 | Time: 4055.29 ms
[2021-08-22 03:28:51 main:574] : INFO : Epoch 1784 | loss: 0.0311079 | val_loss: 0.0311548 | Time: 4171.26 ms
[2021-08-22 03:28:55 main:574] : INFO : Epoch 1785 | loss: 0.0311048 | val_loss: 0.0311622 | Time: 4173.66 ms
[2021-08-22 03:28:59 main:574] : INFO : Epoch 1786 | loss: 0.0311036 | val_loss: 0.0311483 | Time: 4096.53 ms
[2021-08-22 03:29:03 main:574] : INFO : Epoch 1787 | loss: 0.0311043 | val_loss: 0.0311579 | Time: 4072.63 ms
[2021-08-22 03:29:07 main:574] : INFO : Epoch 1788 | loss: 0.0311047 | val_loss: 0.0311548 | Time: 4048.24 ms
[2021-08-22 03:29:11 main:574] : INFO : Epoch 1789 | loss: 0.0311109 | val_loss: 0.0311586 | Time: 4036.13 ms
[2021-08-22 03:29:15 main:574] : INFO : Epoch 1790 | loss: 0.0311144 | val_loss: 0.0311547 | Time: 4091.82 ms
[2021-08-22 03:29:19 main:574] : INFO : Epoch 1791 | loss: 0.0311111 | val_loss: 0.0311543 | Time: 4041.11 ms
[2021-08-22 03:29:23 main:574] : INFO : Epoch 1792 | loss: 0.0311063 | val_loss: 0.0311503 | Time: 4171.15 ms
[2021-08-22 03:29:28 main:574] : INFO : Epoch 1793 | loss: 0.0311138 | val_loss: 0.0311633 | Time: 4065.82 ms
[2021-08-22 03:29:32 main:574] : INFO : Epoch 1794 | loss: 0.0311111 | val_loss: 0.0311493 | Time: 4161.36 ms
[2021-08-22 03:29:36 main:574] : INFO : Epoch 1795 | loss: 0.0311097 | val_loss: 0.031163 | Time: 4146.62 ms
[2021-08-22 03:29:40 main:574] : INFO : Epoch 1796 | loss: 0.0311066 | val_loss: 0.0311513 | Time: 4138.96 ms
[2021-08-22 03:29:44 main:574] : INFO : Epoch 1797 | loss: 0.0311105 | val_loss: 0.031162 | Time: 4185.98 ms
[2021-08-22 03:29:48 main:574] : INFO : Epoch 1798 | loss: 0.0311079 | val_loss: 0.0311545 | Time: 4131.8 ms
[2021-08-22 03:29:53 main:574] : INFO : Epoch 1799 | loss: 0.0311054 | val_loss: 0.0311517 | Time: 4197.29 ms
[2021-08-22 03:29:57 main:574] : INFO : Epoch 1800 | loss: 0.0311069 | val_loss: 0.0311619 | Time: 4297.22 ms
[2021-08-22 03:30:01 main:574] : INFO : Epoch 1801 | loss: 0.0311114 | val_loss: 0.0311522 | Time: 4139.03 ms
[2021-08-22 03:30:05 main:574] : INFO : Epoch 1802 | loss: 0.0311037 | val_loss: 0.031155 | Time: 4317.31 ms
[2021-08-22 03:30:10 main:574] : INFO : Epoch 1803 | loss: 0.0311016 | val_loss: 0.0311641 | Time: 4158.48 ms
[2021-08-22 03:30:14 main:574] : INFO : Epoch 1804 | loss: 0.0311043 | val_loss: 0.0311569 | Time: 4128.41 ms
[2021-08-22 03:30:18 main:574] : INFO : Epoch 1805 | loss: 0.0311067 | val_loss: 0.0311602 | Time: 4144.78 ms
[2021-08-22 03:30:22 main:574] : INFO : Epoch 1806 | loss: 0.0311194 | val_loss: 0.0311489 | Time: 4213.37 ms
[2021-08-22 03:30:26 main:574] : INFO : Epoch 1807 | loss: 0.0311153 | val_loss: 0.031147 | Time: 4090.62 ms
[2021-08-22 03:30:30 main:574] : INFO : Epoch 1808 | loss: 0.0311104 | val_loss: 0.0311557 | Time: 4052.68 ms
[2021-08-22 03:30:35 main:574] : INFO : Epoch 1809 | loss: 0.0311199 | val_loss: 0.0311565 | Time: 4131.32 ms
[2021-08-22 03:30:39 main:574] : INFO : Epoch 1810 | loss: 0.0311072 | val_loss: 0.0311512 | Time: 4136.34 ms
[2021-08-22 03:30:43 main:574] : INFO : Epoch 1811 | loss: 0.0311039 | val_loss: 0.0311597 | Time: 4250.43 ms
[2021-08-22 03:30:47 main:574] : INFO : Epoch 1812 | loss: 0.0311034 | val_loss: 0.0311704 | Time: 4371.61 ms
[2021-08-22 03:30:52 main:574] : INFO : Epoch 1813 | loss: 0.0311115 | val_loss: 0.0311488 | Time: 4350.03 ms
[2021-08-22 03:30:56 main:574] : INFO : Epoch 1814 | loss: 0.0311048 | val_loss: 0.0311582 | Time: 4213.88 ms
[2021-08-22 03:31:00 main:574] : INFO : Epoch 1815 | loss: 0.0311079 | val_loss: 0.0311513 | Time: 4193.67 ms
[2021-08-22 03:31:04 main:574] : INFO : Epoch 1816 | loss: 0.0311085 | val_loss: 0.0311592 | Time: 4055.57 ms
[2021-08-22 03:31:08 main:574] : INFO : Epoch 1817 | loss: 0.0311052 | val_loss: 0.0311612 | Time: 4092.16 ms
[2021-08-22 03:31:12 main:574] : INFO : Epoch 1818 | loss: 0.0311027 | val_loss: 0.0311478 | Time: 4157.13 ms
[2021-08-22 03:31:17 main:574] : INFO : Epoch 1819 | loss: 0.0311054 | val_loss: 0.0311708 | Time: 4182.73 ms
[2021-08-22 03:31:21 main:574] : INFO : Epoch 1820 | loss: 0.0311129 | val_loss: 0.031158 | Time: 4106.47 ms
[2021-08-22 03:31:25 main:574] : INFO : Epoch 1821 | loss: 0.0311069 | val_loss: 0.0311587 | Time: 4088.9 ms
[2021-08-22 03:31:29 main:574] : INFO : Epoch 1822 | loss: 0.0311057 | val_loss: 0.0311563 | Time: 4091.6 ms
[2021-08-22 03:31:33 main:574] : INFO : Epoch 1823 | loss: 0.0311086 | val_loss: 0.0311745 | Time: 4234.36 ms
[2021-08-22 03:31:37 main:574] : INFO : Epoch 1824 | loss: 0.03111 | val_loss: 0.0311575 | Time: 4108.29 ms
[2021-08-22 03:31:42 main:574] : INFO : Epoch 1825 | loss: 0.031111 | val_loss: 0.0311598 | Time: 4251.22 ms
[2021-08-22 03:31:46 main:574] : INFO : Epoch 1826 | loss: 0.0311121 | val_loss: 0.0311572 | Time: 4144.51 ms
[2021-08-22 03:31:50 main:574] : INFO : Epoch 1827 | loss: 0.0311076 | val_loss: 0.0311606 | Time: 4157.69 ms
[2021-08-22 03:31:54 main:574] : INFO : Epoch 1828 | loss: 0.0311033 | val_loss: 0.031162 | Time: 4284.53 ms
[2021-08-22 03:31:59 main:574] : INFO : Epoch 1829 | loss: 0.0311026 | val_loss: 0.0311668 | Time: 4196.24 ms
[2021-08-22 03:32:03 main:574] : INFO : Epoch 1830 | loss: 0.0311002 | val_loss: 0.031166 | Time: 4216.16 ms
[2021-08-22 03:32:07 main:574] : INFO : Epoch 1831 | loss: 0.0310974 | val_loss: 0.0311663 | Time: 4172.64 ms
[2021-08-22 03:32:11 main:574] : INFO : Epoch 1832 | loss: 0.0310992 | val_loss: 0.0311478 | Time: 4071.5 ms
[2021-08-22 03:32:15 main:574] : INFO : Epoch 1833 | loss: 0.0311076 | val_loss: 0.0311553 | Time: 4112.9 ms
[2021-08-22 03:32:19 main:574] : INFO : Epoch 1834 | loss: 0.0311034 | val_loss: 0.0311503 | Time: 4223.31 ms
[2021-08-22 03:32:24 main:574] : INFO : Epoch 1835 | loss: 0.0311041 | val_loss: 0.0311529 | Time: 4157.12 ms
[2021-08-22 03:32:28 main:574] : INFO : Epoch 1836 | loss: 0.0311001 | val_loss: 0.031167 | Time: 4148.75 ms
[2021-08-22 03:32:32 main:574] : INFO : Epoch 1837 | loss: 0.0311004 | val_loss: 0.0311564 | Time: 4108.5 ms
[2021-08-22 03:32:36 main:574] : INFO : Epoch 1838 | loss: 0.0311035 | val_loss: 0.0311674 | Time: 4166.57 ms
[2021-08-22 03:32:40 main:574] : INFO : Epoch 1839 | loss: 0.0311009 | val_loss: 0.031168 | Time: 4205.46 ms
[2021-08-22 03:32:45 main:574] : INFO : Epoch 1840 | loss: 0.031101 | val_loss: 0.0311717 | Time: 4169.46 ms
[2021-08-22 03:32:49 main:574] : INFO : Epoch 1841 | loss: 0.0311001 | val_loss: 0.0311619 | Time: 4216.01 ms
[2021-08-22 03:32:53 main:574] : INFO : Epoch 1842 | loss: 0.0311059 | val_loss: 0.0311699 | Time: 4084.83 ms
[2021-08-22 03:32:57 main:574] : INFO : Epoch 1843 | loss: 0.0311082 | val_loss: 0.0311678 | Time: 4289.54 ms
[2021-08-22 03:33:01 main:574] : INFO : Epoch 1844 | loss: 0.0311067 | val_loss: 0.0311556 | Time: 4154.66 ms
[2021-08-22 03:33:05 main:574] : INFO : Epoch 1845 | loss: 0.0311025 | val_loss: 0.0311747 | Time: 4025.21 ms
[2021-08-22 03:33:10 main:574] : INFO : Epoch 1846 | loss: 0.0311027 | val_loss: 0.0311667 | Time: 4077.87 ms
[2021-08-22 03:33:14 main:574] : INFO : Epoch 1847 | loss: 0.0310981 | val_loss: 0.0311659 | Time: 4048.86 ms
[2021-08-22 03:33:18 main:574] : INFO : Epoch 1848 | loss: 0.0310995 | val_loss: 0.0311551 | Time: 4077.7 ms
[2021-08-22 03:33:22 main:574] : INFO : Epoch 1849 | loss: 0.0311028 | val_loss: 0.0311732 | Time: 4050.19 ms
[2021-08-22 03:33:26 main:574] : INFO : Epoch 1850 | loss: 0.0311036 | val_loss: 0.0311563 | Time: 4033.28 ms
[2021-08-22 03:33:30 main:574] : INFO : Epoch 1851 | loss: 0.0310993 | val_loss: 0.0311577 | Time: 3989.18 ms
[2021-08-22 03:33:34 main:574] : INFO : Epoch 1852 | loss: 0.0311243 | val_loss: 0.0311493 | Time: 4298.47 ms
[2021-08-22 03:33:38 main:574] : INFO : Epoch 1853 | loss: 0.0311321 | val_loss: 0.0311501 | Time: 4297.49 ms
[2021-08-22 03:33:43 main:574] : INFO : Epoch 1854 | loss: 0.0311276 | val_loss: 0.031147 | Time: 4507.17 ms
[2021-08-22 03:33:48 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311566 | Time: 4650.2 ms
[2021-08-22 03:33:54 main:574] : INFO : Epoch 1856 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 5919.38 ms
[2021-08-22 03:33:58 main:574] : INFO : Epoch 1857 | loss: 0.0311175 | val_loss: 0.0311581 | Time: 4142.63 ms
[2021-08-22 03:34:02 main:574] : INFO : Epoch 1858 | loss: 0.0311138 | val_loss: 0.0311519 | Time: 4525.59 ms
[2021-08-22 03:34:06 main:574] : INFO : Epoch 1859 | loss: 0.0311115 | val_loss: 0.0311611 | Time: 4012.12 ms
[2021-08-22 03:34:10 main:574] : INFO : Epoch 1860 | loss: 0.03111 | val_loss: 0.0311509 | Time: 4065.26 ms
[2021-08-22 03:34:14 main:574] : INFO : Epoch 1861 | loss: 0.03111 | val_loss: 0.0311586 | Time: 4046.1 ms
[2021-08-22 03:34:19 main:574] : INFO : Epoch 1862 | loss: 0.0311106 | val_loss: 0.0311551 | Time: 4083.15 ms
[2021-08-22 03:34:23 main:574] : INFO : Epoch 1863 | loss: 0.0311098 | val_loss: 0.0311563 | Time: 4030.03 ms
[2021-08-22 03:34:27 main:574] : INFO : Epoch 1864 | loss: 0.0311057 | val_loss: 0.0311578 | Time: 4066.43 ms
[2021-08-22 03:34:31 main:574] : INFO : Epoch 1865 | loss: 0.031107 | val_loss: 0.0311655 | Time: 4066.51 ms
[2021-08-22 03:34:35 main:574] : INFO : Epoch 1866 | loss: 0.0311107 | val_loss: 0.0311499 | Time: 4127.82 ms
[2021-08-22 03:34:39 main:574] : INFO : Epoch 1867 | loss: 0.0311091 | val_loss: 0.0311652 | Time: 4132.18 ms
[2021-08-22 03:34:43 main:574] : INFO : Epoch 1868 | loss: 0.0311063 | val_loss: 0.0311542 | Time: 4175.08 ms
[2021-08-22 03:34:47 main:574] : INFO : Epoch 1869 | loss: 0.031103 | val_loss: 0.0311674 | Time: 4041.44 ms
[2021-08-22 03:34:51 main:574] : INFO : Epoch 1870 | loss: 0.0311119 | val_loss: 0.0311579 | Time: 4120.63 ms
[2021-08-22 03:34:56 main:574] : INFO : Epoch 1871 | loss: 0.0311077 | val_loss: 0.0311541 | Time: 4175.17 ms
[2021-08-22 03:35:00 main:574] : INFO : Epoch 1872 | loss: 0.0311203 | val_loss: 0.0311554 | Time: 4290.9 ms
[2021-08-22 03:35:04 main:574] : INFO : Epoch 1873 | loss: 0.0311194 | val_loss: 0.0311595 | Time: 4063.54 ms
[2021-08-22 03:35:08 main:574] : INFO : Epoch 1874 | loss: 0.0311169 | val_loss: 0.0311554 | Time: 4041.18 ms
[2021-08-22 03:35:12 main:574] : INFO : Epoch 1875 | loss: 0.031119 | val_loss: 0.0311594 | Time: 4149.96 ms
[2021-08-22 03:35:16 main:574] : INFO : Epoch 1876 | loss: 0.0311117 | val_loss: 0.0311486 | Time: 4099.5 ms
[2021-08-22 03:35:20 main:574] : INFO : Epoch 1877 | loss: 0.0311089 | val_loss: 0.0311522 | Time: 4032.83 ms
[2021-08-22 03:35:25 main:574] : INFO : Epoch 1878 | loss: 0.0311086 | val_loss: 0.0311523 | Time: 4073.11 ms
[2021-08-22 03:35:29 main:574] : INFO : Epoch 1879 | loss: 0.0311101 | val_loss: 0.0311542 | Time: 4108.05 ms
[2021-08-22 03:35:33 main:574] : INFO : Epoch 1880 | loss: 0.0311027 | val_loss: 0.03115 | Time: 4155.27 ms
[2021-08-22 03:35:37 main:574] : INFO : Epoch 1881 | loss: 0.0311049 | val_loss: 0.0311633 | Time: 4030.21 ms
[2021-08-22 03:35:41 main:574] : INFO : Epoch 1882 | loss: 0.0311068 | val_loss: 0.0311581 | Time: 4062.63 ms
[2021-08-22 03:35:45 main:574] : INFO : Epoch 1883 | loss: 0.0311029 | val_loss: 0.0311543 | Time: 4049.61 ms
[2021-08-22 03:35:49 main:574] : INFO : Epoch 1884 | loss: 0.0311089 | val_loss: 0.0311602 | Time: 4002.64 ms
[2021-08-22 03:35:53 main:574] : INFO : Epoch 1885 | loss: 0.0311085 | val_loss: 0.0311631 | Time: 4075.9 ms
[2021-08-22 03:35:57 main:574] : INFO : Epoch 1886 | loss: 0.0311078 | val_loss: 0.0311598 | Time: 4160.56 ms
[2021-08-22 03:36:02 main:574] : INFO : Epoch 1887 | loss: 0.0311034 | val_loss: 0.0311449 | Time: 4282.26 ms
[2021-08-22 03:36:06 main:574] : INFO : Epoch 1888 | loss: 0.0311123 | val_loss: 0.0311571 | Time: 4045.51 ms
[2021-08-22 03:36:10 main:574] : INFO : Epoch 1889 | loss: 0.0311053 | val_loss: 0.0311555 | Time: 4043.98 ms
[2021-08-22 03:36:14 main:574] : INFO : Epoch 1890 | loss: 0.031104 | val_loss: 0.0311661 | Time: 4006.91 ms
[2021-08-22 03:36:18 main:574] : INFO : Epoch 1891 | loss: 0.0311083 | val_loss: 0.0311539 | Time: 4055.6 ms
[2021-08-22 03:36:22 main:574] : INFO : Epoch 1892 | loss: 0.0311035 | val_loss: 0.0311574 | Time: 4060.47 ms
[2021-08-22 03:36:26 main:574] : INFO : Epoch 1893 | loss: 0.0310985 | val_loss: 0.0311526 | Time: 4002.1 ms
[2021-08-22 03:36:30 main:574] : INFO : Epoch 1894 | loss: 0.0311069 | val_loss: 0.031155 | Time: 4016.95 ms
[2021-08-22 03:36:34 main:574] : INFO : Epoch 1895 | loss: 0.0311114 | val_loss: 0.0311543 | Time: 4185.05 ms
[2021-08-22 03:36:38 main:574] : INFO : Epoch 1896 | loss: 0.0311071 | val_loss: 0.0311648 | Time: 4124.01 ms
[2021-08-22 03:36:42 main:574] : INFO : Epoch 1897 | loss: 0.0311099 | val_loss: 0.0311561 | Time: 4077.04 ms
[2021-08-22 03:36:46 main:574] : INFO : Epoch 1898 | loss: 0.0311116 | val_loss: 0.031167 | Time: 4089.04 ms
[2021-08-22 03:36:51 main:574] : INFO : Epoch 1899 | loss: 0.0311032 | val_loss: 0.0311477 | Time: 4111.61 ms
[2021-08-22 03:36:55 main:574] : INFO : Epoch 1900 | loss: 0.0311 | val_loss: 0.0311618 | Time: 4178.81 ms
[2021-08-22 03:36:59 main:574] : INFO : Epoch 1901 | loss: 0.0310993 | val_loss: 0.031155 | Time: 4032.77 ms
[2021-08-22 03:37:03 main:574] : INFO : Epoch 1902 | loss: 0.0311004 | val_loss: 0.0311576 | Time: 4096.57 ms
[2021-08-22 03:37:07 main:574] : INFO : Epoch 1903 | loss: 0.0311003 | val_loss: 0.0311585 | Time: 4021.27 ms
[2021-08-22 03:37:11 main:574] : INFO : Epoch 1904 | loss: 0.0310998 | val_loss: 0.0311602 | Time: 4077.71 ms
[2021-08-22 03:37:15 main:574] : INFO : Epoch 1905 | loss: 0.0311091 | val_loss: 0.0311598 | Time: 4016.08 ms
[2021-08-22 03:37:19 main:574] : INFO : Epoch 1906 | loss: 0.0311015 | val_loss: 0.0311587 | Time: 4082.21 ms
[2021-08-22 03:37:23 main:574] : INFO : Epoch 1907 | loss: 0.0310978 | val_loss: 0.031162 | Time: 4178.78 ms
[2021-08-22 03:37:28 main:574] : INFO : Epoch 1908 | loss: 0.0311011 | val_loss: 0.0311624 | Time: 4045.35 ms
[2021-08-22 03:37:32 main:574] : INFO : Epoch 1909 | loss: 0.0310971 | val_loss: 0.0311707 | Time: 4060.8 ms
[2021-08-22 03:37:36 main:574] : INFO : Epoch 1910 | loss: 0.0310968 | val_loss: 0.0311538 | Time: 4130.98 ms
[2021-08-22 03:37:40 main:574] : INFO : Epoch 1911 | loss: 0.031101 | val_loss: 0.0311516 | Time: 4146.87 ms
[2021-08-22 03:37:44 main:574] : INFO : Epoch 1912 | loss: 0.0311008 | val_loss: 0.0311574 | Time: 4114.95 ms
[2021-08-22 03:37:48 main:574] : INFO : Epoch 1913 | loss: 0.0310984 | val_loss: 0.0311563 | Time: 4157.84 ms
[2021-08-22 03:37:52 main:574] : INFO : Epoch 1914 | loss: 0.0311014 | val_loss: 0.0311573 | Time: 4096.52 ms
[2021-08-22 03:37:56 main:574] : INFO : Epoch 1915 | loss: 0.0310969 | val_loss: 0.031158 | Time: 4057.25 ms
[2021-08-22 03:38:01 main:574] : INFO : Epoch 1916 | loss: 0.0310959 | val_loss: 0.0311725 | Time: 4128.28 ms
[2021-08-22 03:38:05 main:574] : INFO : Epoch 1917 | loss: 0.0310974 | val_loss: 0.0311515 | Time: 4201.46 ms
[2021-08-22 03:38:09 main:574] : INFO : Epoch 1918 | loss: 0.0311105 | val_loss: 0.0311497 | Time: 4196.76 ms
[2021-08-22 03:38:13 main:574] : INFO : Epoch 1919 | loss: 0.0311093 | val_loss: 0.0311624 | Time: 4175.68 ms
[2021-08-22 03:38:17 main:574] : INFO : Epoch 1920 | loss: 0.0311078 | val_loss: 0.0311559 | Time: 4024.2 ms
[2021-08-22 03:38:21 main:574] : INFO : Epoch 1921 | loss: 0.0311063 | val_loss: 0.0311695 | Time: 4170.09 ms
[2021-08-22 03:38:26 main:574] : INFO : Epoch 1922 | loss: 0.0310998 | val_loss: 0.0311599 | Time: 4159.92 ms
[2021-08-22 03:38:30 main:574] : INFO : Epoch 1923 | loss: 0.0310967 | val_loss: 0.0311581 | Time: 4017.21 ms
[2021-08-22 03:38:34 main:574] : INFO : Epoch 1924 | loss: 0.0310969 | val_loss: 0.0311551 | Time: 4175.4 ms
[2021-08-22 03:38:38 main:574] : INFO : Epoch 1925 | loss: 0.0310988 | val_loss: 0.0311657 | Time: 4089.24 ms
[2021-08-22 03:38:42 main:574] : INFO : Epoch 1926 | loss: 0.0310973 | val_loss: 0.0311718 | Time: 4102.87 ms
[2021-08-22 03:38:46 main:574] : INFO : Epoch 1927 | loss: 0.0310984 | val_loss: 0.0311577 | Time: 4192.63 ms
[2021-08-22 03:38:51 main:574] : INFO : Epoch 1928 | loss: 0.0310952 | val_loss: 0.0311565 | Time: 4145.33 ms
[2021-08-22 03:38:55 main:574] : INFO : Epoch 1929 | loss: 0.0310952 | val_loss: 0.0311604 | Time: 4112.2 ms
[2021-08-22 03:38:59 main:574] : INFO : Epoch 1930 | loss: 0.031092 | val_loss: 0.0311692 | Time: 4077.68 ms
[2021-08-22 03:39:03 main:574] : INFO : Epoch 1931 | loss: 0.031097 | val_loss: 0.0311663 | Time: 4020.4 ms
[2021-08-22 03:39:07 main:574] : INFO : Epoch 1932 | loss: 0.0310924 | val_loss: 0.0311574 | Time: 4033.93 ms
[2021-08-22 03:39:11 main:574] : INFO : Epoch 1933 | loss: 0.0310936 | val_loss: 0.0311536 | Time: 4027.07 ms
[2021-08-22 03:39:15 main:574] : INFO : Epoch 1934 | loss: 0.0310981 | val_loss: 0.0311637 | Time: 4018.12 ms
[2021-08-22 03:39:19 main:574] : INFO : Epoch 1935 | loss: 0.031098 | val_loss: 0.0311608 | Time: 4044.09 ms
[2021-08-22 03:39:23 main:574] : INFO : Epoch 1936 | loss: 0.0310961 | val_loss: 0.0311554 | Time: 4082.66 ms
[2021-08-22 03:39:27 main:574] : INFO : Epoch 1937 | loss: 0.0310958 | val_loss: 0.0311646 | Time: 4011.64 ms
[2021-08-22 03:39:31 main:574] : INFO : Epoch 1938 | loss: 0.0310944 | val_loss: 0.031172 | Time: 4027.23 ms
[2021-08-22 03:39:35 main:574] : INFO : Epoch 1939 | loss: 0.0310941 | val_loss: 0.031179 | Time: 4133.42 ms
[2021-08-22 03:39:40 main:574] : INFO : Epoch 1940 | loss: 0.0310957 | val_loss: 0.0311683 | Time: 4168.61 ms
[2021-08-22 03:39:44 main:574] : INFO : Epoch 1941 | loss: 0.0310994 | val_loss: 0.0311611 | Time: 4070.9 ms
[2021-08-22 03:39:48 main:574] : INFO : Epoch 1942 | loss: 0.0310967 | val_loss: 0.0311644 | Time: 4195.18 ms
[2021-08-22 03:39:52 main:574] : INFO : Epoch 1943 | loss: 0.0311008 | val_loss: 0.0311692 | Time: 4175.72 ms
[2021-08-22 03:39:56 main:574] : INFO : Epoch 1944 | loss: 0.0310978 | val_loss: 0.0311598 | Time: 4046.06 ms
[2021-08-22 03:40:00 main:574] : INFO : Epoch 1945 | loss: 0.0310934 | val_loss: 0.0311707 | Time: 4194.1 ms
[2021-08-22 03:40:04 main:574] : INFO : Epoch 1946 | loss: 0.0311019 | val_loss: 0.0311602 | Time: 4069.73 ms
[2021-08-22 03:40:09 main:574] : INFO : Epoch 1947 | loss: 0.0310994 | val_loss: 0.0311645 | Time: 4077.21 ms
[2021-08-22 03:40:13 main:574] : INFO : Epoch 1948 | loss: 0.0310989 | val_loss: 0.0311676 | Time: 4094.13 ms
[2021-08-22 03:40:17 main:574] : INFO : Epoch 1949 | loss: 0.0310981 | val_loss: 0.0311571 | Time: 4046.73 ms
[2021-08-22 03:40:21 main:574] : INFO : Epoch 1950 | loss: 0.0310988 | val_loss: 0.0311617 | Time: 4057.23 ms
[2021-08-22 03:40:25 main:574] : INFO : Epoch 1951 | loss: 0.0310962 | val_loss: 0.0311534 | Time: 4042.49 ms
[2021-08-22 03:40:29 main:574] : INFO : Epoch 1952 | loss: 0.0310935 | val_loss: 0.0311669 | Time: 4040.05 ms
[2021-08-22 03:40:33 main:574] : INFO : Epoch 1953 | loss: 0.0310935 | val_loss: 0.0311591 | Time: 4032.14 ms
[2021-08-22 03:40:37 main:574] : INFO : Epoch 1954 | loss: 0.0310976 | val_loss: 0.031157 | Time: 4149.52 ms
[2021-08-22 03:40:42 main:574] : INFO : Epoch 1955 | loss: 0.0311034 | val_loss: 0.0311816 | Time: 4461.9 ms
[2021-08-22 03:40:46 main:574] : INFO : Epoch 1956 | loss: 0.0310978 | val_loss: 0.031156 | Time: 4123 ms
[2021-08-22 03:40:50 main:574] : INFO : Epoch 1957 | loss: 0.031097 | val_loss: 0.031174 | Time: 4081.77 ms
[2021-08-22 03:40:54 main:574] : INFO : Epoch 1958 | loss: 0.0310963 | val_loss: 0.0311638 | Time: 4074.87 ms
[2021-08-22 03:40:58 main:574] : INFO : Epoch 1959 | loss: 0.0310993 | val_loss: 0.0311635 | Time: 4055.33 ms
[2021-08-22 03:41:02 main:574] : INFO : Epoch 1960 | loss: 0.0311064 | val_loss: 0.0311579 | Time: 4133.94 ms
[2021-08-22 03:41:06 main:574] : INFO : Epoch 1961 | loss: 0.0311008 | val_loss: 0.0311609 | Time: 4174.94 ms
[2021-08-22 03:41:11 main:574] : INFO : Epoch 1962 | loss: 0.0310945 | val_loss: 0.0311552 | Time: 4166.97 ms
[2021-08-22 03:41:15 main:574] : INFO : Epoch 1963 | loss: 0.0310943 | val_loss: 0.0311533 | Time: 4168.11 ms
[2021-08-22 03:41:19 main:574] : INFO : Epoch 1964 | loss: 0.031095 | val_loss: 0.0311671 | Time: 4057.27 ms
[2021-08-22 03:41:23 main:574] : INFO : Epoch 1965 | loss: 0.0310949 | val_loss: 0.0311561 | Time: 4219.43 ms
[2021-08-22 03:41:27 main:574] : INFO : Epoch 1966 | loss: 0.0310952 | val_loss: 0.0311546 | Time: 4110.47 ms
[2021-08-22 03:41:31 main:574] : INFO : Epoch 1967 | loss: 0.0311089 | val_loss: 0.0311501 | Time: 4103.01 ms
[2021-08-22 03:41:36 main:574] : INFO : Epoch 1968 | loss: 0.0311114 | val_loss: 0.0311676 | Time: 4132.97 ms
[2021-08-22 03:41:40 main:574] : INFO : Epoch 1969 | loss: 0.0311105 | val_loss: 0.0311574 | Time: 4086.37 ms
[2021-08-22 03:41:44 main:574] : INFO : Epoch 1970 | loss: 0.0311056 | val_loss: 0.0311606 | Time: 4062.49 ms
[2021-08-22 03:41:48 main:574] : INFO : Epoch 1971 | loss: 0.0311091 | val_loss: 0.0311502 | Time: 4137.28 ms
[2021-08-22 03:41:52 main:574] : INFO : Epoch 1972 | loss: 0.031107 | val_loss: 0.0311552 | Time: 4102.8 ms
[2021-08-22 03:41:56 main:574] : INFO : Epoch 1973 | loss: 0.0311047 | val_loss: 0.0311541 | Time: 4097.37 ms
[2021-08-22 03:42:00 main:574] : INFO : Epoch 1974 | loss: 0.0311026 | val_loss: 0.0311496 | Time: 4121.33 ms
[2021-08-22 03:42:04 main:574] : INFO : Epoch 1975 | loss: 0.0310998 | val_loss: 0.0311492 | Time: 4133.06 ms
[2021-08-22 03:42:08 main:574] : INFO : Epoch 1976 | loss: 0.0311006 | val_loss: 0.0311529 | Time: 4047.22 ms
[2021-08-22 03:42:13 main:574] : INFO : Epoch 1977 | loss: 0.031101 | val_loss: 0.0311506 | Time: 4061.15 ms
[2021-08-22 03:42:17 main:574] : INFO : Epoch 1978 | loss: 0.031097 | val_loss: 0.0311696 | Time: 4083.69 ms
[2021-08-22 03:42:21 main:574] : INFO : Epoch 1979 | loss: 0.0310944 | val_loss: 0.0311567 | Time: 4036.21 ms
[2021-08-22 03:42:25 main:574] : INFO : Epoch 1980 | loss: 0.0310982 | val_loss: 0.0311653 | Time: 4073.42 ms
[2021-08-22 03:42:29 main:574] : INFO : Epoch 1981 | loss: 0.0311008 | val_loss: 0.0311799 | Time: 3972.51 ms
[2021-08-22 03:42:33 main:574] : INFO : Epoch 1982 | loss: 0.0310955 | val_loss: 0.031162 | Time: 4069.09 ms
[2021-08-22 03:42:37 main:574] : INFO : Epoch 1983 | loss: 0.031091 | val_loss: 0.0311523 | Time: 4053.52 ms
[2021-08-22 03:42:41 main:574] : INFO : Epoch 1984 | loss: 0.0310933 | val_loss: 0.0311603 | Time: 4236.09 ms
[2021-08-22 03:42:46 main:574] : INFO : Epoch 1985 | loss: 0.031094 | val_loss: 0.0311686 | Time: 4324.59 ms
[2021-08-22 03:42:50 main:574] : INFO : Epoch 1986 | loss: 0.0310927 | val_loss: 0.0311592 | Time: 4141.12 ms
[2021-08-22 03:42:54 main:574] : INFO : Epoch 1987 | loss: 0.0310928 | val_loss: 0.0311571 | Time: 4072.25 ms
[2021-08-22 03:42:58 main:574] : INFO : Epoch 1988 | loss: 0.0310923 | val_loss: 0.03117 | Time: 4212.44 ms
[2021-08-22 03:43:02 main:574] : INFO : Epoch 1989 | loss: 0.0310924 | val_loss: 0.0311572 | Time: 4157.58 ms
[2021-08-22 03:43:06 main:574] : INFO : Epoch 1990 | loss: 0.0310894 | val_loss: 0.0311627 | Time: 4002.22 ms
[2021-08-22 03:43:10 main:574] : INFO : Epoch 1991 | loss: 0.0310969 | val_loss: 0.0311575 | Time: 4033.32 ms
[2021-08-22 03:43:14 main:574] : INFO : Epoch 1992 | loss: 0.0310934 | val_loss: 0.0311532 | Time: 4042.38 ms
[2021-08-22 03:43:18 main:574] : INFO : Epoch 1993 | loss: 0.031094 | val_loss: 0.031167 | Time: 4013.86 ms
[2021-08-22 03:43:23 main:574] : INFO : Epoch 1994 | loss: 0.0310963 | val_loss: 0.0311575 | Time: 3997.82 ms
[2021-08-22 03:43:27 main:574] : INFO : Epoch 1995 | loss: 0.0311053 | val_loss: 0.0311529 | Time: 4003.82 ms
[2021-08-22 03:43:31 main:574] : INFO : Epoch 1996 | loss: 0.0310988 | val_loss: 0.031158 | Time: 4070.27 ms
[2021-08-22 03:43:35 main:574] : INFO : Epoch 1997 | loss: 0.0310976 | val_loss: 0.0311564 | Time: 4032.32 ms
[2021-08-22 03:43:39 main:574] : INFO : Epoch 1998 | loss: 0.0310971 | val_loss: 0.0311531 | Time: 4144.78 ms
[2021-08-22 03:43:43 main:574] : INFO : Epoch 1999 | loss: 0.0310988 | val_loss: 0.0311523 | Time: 4213.8 ms
[2021-08-22 03:43:47 main:574] : INFO : Epoch 2000 | loss: 0.0310972 | val_loss: 0.0311493 | Time: 4166.48 ms
[2021-08-22 03:43:51 main:574] : INFO : Epoch 2001 | loss: 0.0310967 | val_loss: 0.0311628 | Time: 4076.27 ms
[2021-08-22 03:43:56 main:574] : INFO : Epoch 2002 | loss: 0.0310982 | val_loss: 0.0311513 | Time: 4170.27 ms
[2021-08-22 03:44:00 main:574] : INFO : Epoch 2003 | loss: 0.0310953 | val_loss: 0.0311552 | Time: 4025.27 ms
[2021-08-22 03:44:04 main:574] : INFO : Epoch 2004 | loss: 0.0310936 | val_loss: 0.0311745 | Time: 4070.81 ms
[2021-08-22 03:44:08 main:574] : INFO : Epoch 2005 | loss: 0.031093 | val_loss: 0.0311568 | Time: 4397.84 ms
[2021-08-22 03:44:12 main:574] : INFO : Epoch 2006 | loss: 0.0311026 | val_loss: 0.0311464 | Time: 4012.3 ms
[2021-08-22 03:44:16 main:574] : INFO : Epoch 2007 | loss: 0.0311057 | val_loss: 0.0311623 | Time: 4068.49 ms
[2021-08-22 03:44:20 main:574] : INFO : Epoch 2008 | loss: 0.0310969 | val_loss: 0.0311601 | Time: 4047.8 ms
[2021-08-22 03:44:24 main:574] : INFO : Epoch 2009 | loss: 0.0310949 | val_loss: 0.0311625 | Time: 4023.64 ms
[2021-08-22 03:44:28 main:574] : INFO : Epoch 2010 | loss: 0.031091 | val_loss: 0.0311619 | Time: 4040.58 ms
[2021-08-22 03:44:33 main:574] : INFO : Epoch 2011 | loss: 0.0310912 | val_loss: 0.0311543 | Time: 4120.4 ms
[2021-08-22 03:44:37 main:574] : INFO : Epoch 2012 | loss: 0.0310891 | val_loss: 0.0311677 | Time: 4143.75 ms
[2021-08-22 03:44:41 main:574] : INFO : Epoch 2013 | loss: 0.0310898 | val_loss: 0.0311557 | Time: 4072.45 ms
[2021-08-22 03:44:45 main:574] : INFO : Epoch 2014 | loss: 0.0310915 | val_loss: 0.0311567 | Time: 4163.7 ms
[2021-08-22 03:44:49 main:574] : INFO : Epoch 2015 | loss: 0.031093 | val_loss: 0.0311603 | Time: 4071.12 ms
[2021-08-22 03:44:53 main:574] : INFO : Epoch 2016 | loss: 0.0310968 | val_loss: 0.0311584 | Time: 4051.24 ms
[2021-08-22 03:44:57 main:574] : INFO : Epoch 2017 | loss: 0.0310999 | val_loss: 0.031172 | Time: 4067.59 ms
[2021-08-22 03:45:01 main:574] : INFO : Epoch 2018 | loss: 0.0310965 | val_loss: 0.0311668 | Time: 4164.43 ms
[2021-08-22 03:45:06 main:574] : INFO : Epoch 2019 | loss: 0.0310937 | val_loss: 0.0311575 | Time: 4081.82 ms
[2021-08-22 03:45:10 main:574] : INFO : Epoch 2020 | loss: 0.0310918 | val_loss: 0.031156 | Time: 4085.21 ms
[2021-08-22 03:45:14 main:574] : INFO : Epoch 2021 | loss: 0.0310937 | val_loss: 0.0311706 | Time: 4077.18 ms
[2021-08-22 03:45:18 main:574] : INFO : Epoch 2022 | loss: 0.0310994 | val_loss: 0.031165 | Time: 3998.38 ms
[2021-08-22 03:45:22 main:574] : INFO : Epoch 2023 | loss: 0.0310994 | val_loss: 0.0311611 | Time: 3982.59 ms
[2021-08-22 03:45:26 main:574] : INFO : Epoch 2024 | loss: 0.0310944 | val_loss: 0.0311577 | Time: 4081.42 ms
[2021-08-22 03:45:30 main:574] : INFO : Epoch 2025 | loss: 0.031096 | val_loss: 0.0311565 | Time: 4123.73 ms
[2021-08-22 03:45:34 main:574] : INFO : Epoch 2026 | loss: 0.0310939 | val_loss: 0.0311499 | Time: 4115.96 ms
[2021-08-22 03:45:38 main:574] : INFO : Epoch 2027 | loss: 0.0310937 | val_loss: 0.0311598 | Time: 4161.23 ms
[2021-08-22 03:45:43 main:574] : INFO : Epoch 2028 | loss: 0.031091 | val_loss: 0.0311577 | Time: 4219.15 ms
[2021-08-22 03:45:47 main:574] : INFO : Epoch 2029 | loss: 0.0310907 | val_loss: 0.0311643 | Time: 4102.95 ms
[2021-08-22 03:45:51 main:574] : INFO : Epoch 2030 | loss: 0.0310936 | val_loss: 0.0311542 | Time: 4005.99 ms
[2021-08-22 03:45:55 main:574] : INFO : Epoch 2031 | loss: 0.0310889 | val_loss: 0.0311585 | Time: 4126.71 ms
[2021-08-22 03:45:59 main:574] : INFO : Epoch 2032 | loss: 0.0310898 | val_loss: 0.0311501 | Time: 4042.4 ms
[2021-08-22 03:46:03 main:574] : INFO : Epoch 2033 | loss: 0.0310912 | val_loss: 0.0311768 | Time: 4101.64 ms
[2021-08-22 03:46:07 main:574] : INFO : Epoch 2034 | loss: 0.0310884 | val_loss: 0.0311659 | Time: 4025.95 ms
[2021-08-22 03:46:11 main:574] : INFO : Epoch 2035 | loss: 0.0310948 | val_loss: 0.0311611 | Time: 4139.69 ms
[2021-08-22 03:46:15 main:574] : INFO : Epoch 2036 | loss: 0.0310947 | val_loss: 0.0311578 | Time: 4156.72 ms
[2021-08-22 03:46:20 main:574] : INFO : Epoch 2037 | loss: 0.0310919 | val_loss: 0.0311568 | Time: 4371.22 ms
[2021-08-22 03:46:24 main:574] : INFO : Epoch 2038 | loss: 0.0310917 | val_loss: 0.0311637 | Time: 4057.81 ms
[2021-08-22 03:46:28 main:574] : INFO : Epoch 2039 | loss: 0.0311 | val_loss: 0.0311517 | Time: 4155.42 ms
[2021-08-22 03:46:32 main:574] : INFO : Epoch 2040 | loss: 0.0311382 | val_loss: 0.0311514 | Time: 4119.62 ms
[2021-08-22 03:46:36 main:574] : INFO : Epoch 2041 | loss: 0.0311398 | val_loss: 0.0311534 | Time: 4147.21 ms
[2021-08-22 03:46:40 main:574] : INFO : Epoch 2042 | loss: 0.0311292 | val_loss: 0.0311524 | Time: 4134.43 ms
[2021-08-22 03:46:45 main:574] : INFO : Epoch 2043 | loss: 0.0311248 | val_loss: 0.0311501 | Time: 4030.55 ms
[2021-08-22 03:46:49 main:574] : INFO : Epoch 2044 | loss: 0.0311173 | val_loss: 0.0311489 | Time: 4049.13 ms
[2021-08-22 03:46:53 main:574] : INFO : Epoch 2045 | loss: 0.0311182 | val_loss: 0.0311529 | Time: 4168.21 ms
[2021-08-22 03:46:57 main:574] : INFO : Epoch 2046 | loss: 0.0311187 | val_loss: 0.031158 | Time: 4133.16 ms
[2021-08-22 03:47:01 main:574] : INFO : Epoch 2047 | loss: 0.0311139 | val_loss: 0.0311534 | Time: 4246.4 ms
[2021-08-22 03:47:05 main:574] : INFO : Epoch 2048 | loss: 0.0311108 | val_loss: 0.0311515 | Time: 4234.69 ms
[2021-08-22 03:47:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311515
[2021-08-22 03:47:05 main:603] : INFO : Saving end state to config to file
[2021-08-22 03:47:05 main:608] : INFO : Success, exiting..
03:47:05 (7504): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)