Task 10221419
| Name | ParityModified-1639949422-26810-1-0_0 |
| Workunit | 7583671 |
| Created | 27 Dec 2021, 2:55:03 UTC |
| Sent | 12 Jan 2022, 11:09:47 UTC |
| Report deadline | 20 Jan 2022, 11:09:47 UTC |
| Received | 13 Jan 2022, 9:46:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16815 |
| Run time | 1 hours 40 min 57 sec |
| CPU time | 1 hours 40 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,976.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.75 GB |
| Peak swap size | 4.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312279 | val_loss: 0.0312258 | Time: 1586.83 ms
[2022-01-13 03:32:53 main:574] : INFO : Epoch 1543 | loss: 0.0312254 | val_loss: 0.0312256 | Time: 1592.94 ms
[2022-01-13 03:32:54 main:574] : INFO : Epoch 1544 | loss: 0.0312244 | val_loss: 0.0312244 | Time: 1601.76 ms
[2022-01-13 03:32:56 main:574] : INFO : Epoch 1545 | loss: 0.0312229 | val_loss: 0.0312248 | Time: 1608.94 ms
[2022-01-13 03:32:58 main:574] : INFO : Epoch 1546 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 1575.05 ms
[2022-01-13 03:32:59 main:574] : INFO : Epoch 1547 | loss: 0.0312226 | val_loss: 0.0312261 | Time: 1545.09 ms
[2022-01-13 03:33:01 main:574] : INFO : Epoch 1548 | loss: 0.0312243 | val_loss: 0.0312257 | Time: 1563.89 ms
[2022-01-13 03:33:02 main:574] : INFO : Epoch 1549 | loss: 0.0312232 | val_loss: 0.0312228 | Time: 1577.59 ms
[2022-01-13 03:33:04 main:574] : INFO : Epoch 1550 | loss: 0.0312221 | val_loss: 0.0312285 | Time: 1614.21 ms
[2022-01-13 03:33:05 main:574] : INFO : Epoch 1551 | loss: 0.0312241 | val_loss: 0.0312231 | Time: 1546.94 ms
[2022-01-13 03:33:07 main:574] : INFO : Epoch 1552 | loss: 0.0312233 | val_loss: 0.0312298 | Time: 1566.47 ms
[2022-01-13 03:33:09 main:574] : INFO : Epoch 1553 | loss: 0.0312233 | val_loss: 0.0312232 | Time: 1541.72 ms
[2022-01-13 03:33:10 main:574] : INFO : Epoch 1554 | loss: 0.0312251 | val_loss: 0.0312311 | Time: 1594.91 ms
[2022-01-13 03:33:12 main:574] : INFO : Epoch 1555 | loss: 0.0312242 | val_loss: 0.0312332 | Time: 1583.64 ms
[2022-01-13 03:33:13 main:574] : INFO : Epoch 1556 | loss: 0.0312251 | val_loss: 0.0312268 | Time: 1551.11 ms
[2022-01-13 03:33:15 main:574] : INFO : Epoch 1557 | loss: 0.0312233 | val_loss: 0.0312255 | Time: 1558.88 ms
[2022-01-13 03:33:16 main:574] : INFO : Epoch 1558 | loss: 0.0312237 | val_loss: 0.0312276 | Time: 1600.37 ms
[2022-01-13 03:33:18 main:574] : INFO : Epoch 1559 | loss: 0.0312307 | val_loss: 0.0312253 | Time: 1600.66 ms
[2022-01-13 03:33:20 main:574] : INFO : Epoch 1560 | loss: 0.0312234 | val_loss: 0.0312313 | Time: 1538.07 ms
[2022-01-13 03:33:21 main:574] : INFO : Epoch 1561 | loss: 0.0312238 | val_loss: 0.0312269 | Time: 1594.17 ms
[2022-01-13 03:33:23 main:574] : INFO : Epoch 1562 | loss: 0.0312227 | val_loss: 0.0312244 | Time: 1553.45 ms
[2022-01-13 03:33:24 main:574] : INFO : Epoch 1563 | loss: 0.0312222 | val_loss: 0.0312257 | Time: 1578.23 ms
[2022-01-13 03:33:26 main:574] : INFO : Epoch 1564 | loss: 0.031225 | val_loss: 0.0312245 | Time: 1570.5 ms
[2022-01-13 03:33:27 main:574] : INFO : Epoch 1565 | loss: 0.0312224 | val_loss: 0.0312232 | Time: 1576.7 ms
[2022-01-13 03:33:29 main:574] : INFO : Epoch 1566 | loss: 0.0312228 | val_loss: 0.0312249 | Time: 1589.28 ms
[2022-01-13 03:33:31 main:574] : INFO : Epoch 1567 | loss: 0.0312237 | val_loss: 0.0312279 | Time: 1562.12 ms
[2022-01-13 03:33:32 main:574] : INFO : Epoch 1568 | loss: 0.0312249 | val_loss: 0.031223 | Time: 1587.81 ms
[2022-01-13 03:33:34 main:574] : INFO : Epoch 1569 | loss: 0.0312224 | val_loss: 0.031226 | Time: 1627.65 ms
[2022-01-13 03:33:35 main:574] : INFO : Epoch 1570 | loss: 0.0312231 | val_loss: 0.0312237 | Time: 1609.04 ms
[2022-01-13 03:33:37 main:574] : INFO : Epoch 1571 | loss: 0.0312212 | val_loss: 0.0312248 | Time: 1594.81 ms
[2022-01-13 03:33:39 main:574] : INFO : Epoch 1572 | loss: 0.0312226 | val_loss: 0.0312238 | Time: 1599.68 ms
[2022-01-13 03:33:40 main:574] : INFO : Epoch 1573 | loss: 0.0312228 | val_loss: 0.031226 | Time: 1580 ms
[2022-01-13 03:33:42 main:574] : INFO : Epoch 1574 | loss: 0.0312245 | val_loss: 0.0312233 | Time: 1564.13 ms
[2022-01-13 03:33:43 main:574] : INFO : Epoch 1575 | loss: 0.0312223 | val_loss: 0.0312243 | Time: 1588.47 ms
[2022-01-13 03:33:45 main:574] : INFO : Epoch 1576 | loss: 0.0312235 | val_loss: 0.0312232 | Time: 1614.8 ms
[2022-01-13 03:33:47 main:574] : INFO : Epoch 1577 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 1609.3 ms
[2022-01-13 03:33:48 main:574] : INFO : Epoch 1578 | loss: 0.0312235 | val_loss: 0.0312291 | Time: 1622.82 ms
[2022-01-13 03:33:50 main:574] : INFO : Epoch 1579 | loss: 0.0312225 | val_loss: 0.0312261 | Time: 1651.01 ms
[2022-01-13 03:33:51 main:574] : INFO : Epoch 1580 | loss: 0.0312226 | val_loss: 0.0312231 | Time: 1593.88 ms
[2022-01-13 03:33:53 main:574] : INFO : Epoch 1581 | loss: 0.0312217 | val_loss: 0.0312247 | Time: 1600.05 ms
[2022-01-13 03:33:55 main:574] : INFO : Epoch 1582 | loss: 0.031223 | val_loss: 0.0312232 | Time: 1598.97 ms
[2022-01-13 03:33:56 main:574] : INFO : Epoch 1583 | loss: 0.0312216 | val_loss: 0.031224 | Time: 1612.93 ms
[2022-01-13 03:33:58 main:574] : INFO : Epoch 1584 | loss: 0.0312221 | val_loss: 0.0312244 | Time: 1607.48 ms
[2022-01-13 03:34:00 main:574] : INFO : Epoch 1585 | loss: 0.0312241 | val_loss: 0.0312248 | Time: 1618.02 ms
[2022-01-13 03:34:01 main:574] : INFO : Epoch 1586 | loss: 0.0312237 | val_loss: 0.0312261 | Time: 1630.65 ms
[2022-01-13 03:34:03 main:574] : INFO : Epoch 1587 | loss: 0.0312218 | val_loss: 0.0312231 | Time: 1591.12 ms
[2022-01-13 03:34:04 main:574] : INFO : Epoch 1588 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 1591.47 ms
[2022-01-13 03:34:06 main:574] : INFO : Epoch 1589 | loss: 0.0312223 | val_loss: 0.0312246 | Time: 1569.95 ms
[2022-01-13 03:34:08 main:574] : INFO : Epoch 1590 | loss: 0.0312266 | val_loss: 0.0312299 | Time: 1594.22 ms
[2022-01-13 03:34:09 main:574] : INFO : Epoch 1591 | loss: 0.0312272 | val_loss: 0.0312238 | Time: 1609.1 ms
[2022-01-13 03:34:11 main:574] : INFO : Epoch 1592 | loss: 0.0312234 | val_loss: 0.0312235 | Time: 1626.68 ms
[2022-01-13 03:34:12 main:574] : INFO : Epoch 1593 | loss: 0.0312212 | val_loss: 0.0312258 | Time: 1569.69 ms
[2022-01-13 03:34:14 main:574] : INFO : Epoch 1594 | loss: 0.0312215 | val_loss: 0.0312236 | Time: 1553.53 ms
[2022-01-13 03:34:16 main:574] : INFO : Epoch 1595 | loss: 0.0312209 | val_loss: 0.0312231 | Time: 1635.25 ms
[2022-01-13 03:34:17 main:574] : INFO : Epoch 1596 | loss: 0.0312227 | val_loss: 0.0312274 | Time: 1563.67 ms
[2022-01-13 03:34:19 main:574] : INFO : Epoch 1597 | loss: 0.0312231 | val_loss: 0.0312231 | Time: 1572.12 ms
[2022-01-13 03:34:20 main:574] : INFO : Epoch 1598 | loss: 0.0312214 | val_loss: 0.0312231 | Time: 1581.14 ms
[2022-01-13 03:34:22 main:574] : INFO : Epoch 1599 | loss: 0.0312221 | val_loss: 0.0312248 | Time: 1571.58 ms
[2022-01-13 03:34:23 main:574] : INFO : Epoch 1600 | loss: 0.0312218 | val_loss: 0.0312237 | Time: 1586.69 ms
[2022-01-13 03:34:25 main:574] : INFO : Epoch 1601 | loss: 0.0312226 | val_loss: 0.0312234 | Time: 1610.04 ms
[2022-01-13 03:34:27 main:574] : INFO : Epoch 1602 | loss: 0.0312214 | val_loss: 0.0312271 | Time: 1560.76 ms
[2022-01-13 03:34:28 main:574] : INFO : Epoch 1603 | loss: 0.0312235 | val_loss: 0.0312258 | Time: 1613.77 ms
[2022-01-13 03:34:30 main:574] : INFO : Epoch 1604 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 1626.88 ms
[2022-01-13 03:34:31 main:574] : INFO : Epoch 1605 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 1624.49 ms
[2022-01-13 03:34:33 main:574] : INFO : Epoch 1606 | loss: 0.0312248 | val_loss: 0.0312252 | Time: 1591.44 ms
[2022-01-13 03:34:35 main:574] : INFO : Epoch 1607 | loss: 0.0312247 | val_loss: 0.0312257 | Time: 1589.78 ms
[2022-01-13 03:34:36 main:574] : INFO : Epoch 1608 | loss: 0.0312231 | val_loss: 0.0312246 | Time: 1592.83 ms
[2022-01-13 03:34:38 main:574] : INFO : Epoch 1609 | loss: 0.031224 | val_loss: 0.0312245 | Time: 1631.73 ms
[2022-01-13 03:34:39 main:574] : INFO : Epoch 1610 | loss: 0.0312239 | val_loss: 0.0312245 | Time: 1619.22 ms
[2022-01-13 03:34:41 main:574] : INFO : Epoch 1611 | loss: 0.0312233 | val_loss: 0.031225 | Time: 1587.94 ms
[2022-01-13 03:34:43 main:574] : INFO : Epoch 1612 | loss: 0.0312225 | val_loss: 0.0312247 | Time: 1614.09 ms
[2022-01-13 03:34:44 main:574] : INFO : Epoch 1613 | loss: 0.0312229 | val_loss: 0.0312249 | Time: 1617.2 ms
[2022-01-13 03:34:46 main:574] : INFO : Epoch 1614 | loss: 0.0312224 | val_loss: 0.0312246 | Time: 1601.9 ms
[2022-01-13 03:34:47 main:574] : INFO : Epoch 1615 | loss: 0.0312235 | val_loss: 0.0312276 | Time: 1557.35 ms
[2022-01-13 03:34:49 main:574] : INFO : Epoch 1616 | loss: 0.0312227 | val_loss: 0.0312249 | Time: 1627.05 ms
[2022-01-13 03:34:51 main:574] : INFO : Epoch 1617 | loss: 0.0312238 | val_loss: 0.0312278 | Time: 1602.73 ms
[2022-01-13 03:34:52 main:574] : INFO : Epoch 1618 | loss: 0.0312224 | val_loss: 0.0312251 | Time: 1573.66 ms
[2022-01-13 03:34:54 main:574] : INFO : Epoch 1619 | loss: 0.0312219 | val_loss: 0.0312263 | Time: 1574.79 ms
[2022-01-13 03:34:55 main:574] : INFO : Epoch 1620 | loss: 0.0312242 | val_loss: 0.0312257 | Time: 1592.41 ms
[2022-01-13 03:34:57 main:574] : INFO : Epoch 1621 | loss: 0.0312231 | val_loss: 0.0312331 | Time: 1583.42 ms
[2022-01-13 03:34:59 main:574] : INFO : Epoch 1622 | loss: 0.0312247 | val_loss: 0.0312299 | Time: 1590.46 ms
[2022-01-13 03:35:00 main:574] : INFO : Epoch 1623 | loss: 0.0312238 | val_loss: 0.0312246 | Time: 1580.86 ms
[2022-01-13 03:35:02 main:574] : INFO : Epoch 1624 | loss: 0.0312219 | val_loss: 0.0312249 | Time: 1623.53 ms
[2022-01-13 03:35:03 main:574] : INFO : Epoch 1625 | loss: 0.0312228 | val_loss: 0.031224 | Time: 1567.37 ms
[2022-01-13 03:35:05 main:574] : INFO : Epoch 1626 | loss: 0.0312241 | val_loss: 0.0312292 | Time: 1590.73 ms
[2022-01-13 03:35:07 main:574] : INFO : Epoch 1627 | loss: 0.0312255 | val_loss: 0.031226 | Time: 1613.66 ms
[2022-01-13 03:35:08 main:574] : INFO : Epoch 1628 | loss: 0.031224 | val_loss: 0.0312262 | Time: 1635.39 ms
[2022-01-13 03:35:10 main:574] : INFO : Epoch 1629 | loss: 0.0312226 | val_loss: 0.031224 | Time: 1619.25 ms
[2022-01-13 03:35:12 main:574] : INFO : Epoch 1630 | loss: 0.0312218 | val_loss: 0.0312251 | Time: 1627.92 ms
[2022-01-13 03:35:13 main:574] : INFO : Epoch 1631 | loss: 0.0312216 | val_loss: 0.0312242 | Time: 1616.91 ms
[2022-01-13 03:35:15 main:574] : INFO : Epoch 1632 | loss: 0.0312216 | val_loss: 0.0312262 | Time: 1581.91 ms
[2022-01-13 03:35:16 main:574] : INFO : Epoch 1633 | loss: 0.0312218 | val_loss: 0.0312241 | Time: 1616.25 ms
[2022-01-13 03:35:18 main:574] : INFO : Epoch 1634 | loss: 0.0312221 | val_loss: 0.0312298 | Time: 1635.87 ms
[2022-01-13 03:35:20 main:574] : INFO : Epoch 1635 | loss: 0.031224 | val_loss: 0.0312281 | Time: 1605.62 ms
[2022-01-13 03:35:21 main:574] : INFO : Epoch 1636 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 1594.22 ms
[2022-01-13 03:35:23 main:574] : INFO : Epoch 1637 | loss: 0.0312234 | val_loss: 0.031224 | Time: 1602.22 ms
[2022-01-13 03:35:24 main:574] : INFO : Epoch 1638 | loss: 0.0312215 | val_loss: 0.0312236 | Time: 1578.52 ms
[2022-01-13 03:35:26 main:574] : INFO : Epoch 1639 | loss: 0.0312222 | val_loss: 0.0312267 | Time: 1564.08 ms
[2022-01-13 03:35:28 main:574] : INFO : Epoch 1640 | loss: 0.0312287 | val_loss: 0.0312308 | Time: 1603.69 ms
[2022-01-13 03:35:29 main:574] : INFO : Epoch 1641 | loss: 0.0312261 | val_loss: 0.0312325 | Time: 1631.95 ms
[2022-01-13 03:35:31 main:574] : INFO : Epoch 1642 | loss: 0.0312252 | val_loss: 0.031224 | Time: 1618.01 ms
[2022-01-13 03:35:32 main:574] : INFO : Epoch 1643 | loss: 0.0312222 | val_loss: 0.0312242 | Time: 1662.88 ms
[2022-01-13 03:35:34 main:574] : INFO : Epoch 1644 | loss: 0.0312213 | val_loss: 0.0312237 | Time: 1630.3 ms
[2022-01-13 03:35:36 main:574] : INFO : Epoch 1645 | loss: 0.031222 | val_loss: 0.0312243 | Time: 1588.72 ms
[2022-01-13 03:35:37 main:574] : INFO : Epoch 1646 | loss: 0.0312215 | val_loss: 0.0312233 | Time: 1585.04 ms
[2022-01-13 03:35:39 main:574] : INFO : Epoch 1647 | loss: 0.031223 | val_loss: 0.0312239 | Time: 1607.74 ms
[2022-01-13 03:35:40 main:574] : INFO : Epoch 1648 | loss: 0.0312216 | val_loss: 0.0312268 | Time: 1587.56 ms
[2022-01-13 03:35:42 main:574] : INFO : Epoch 1649 | loss: 0.0312228 | val_loss: 0.0312258 | Time: 1606.75 ms
[2022-01-13 03:35:44 main:574] : INFO : Epoch 1650 | loss: 0.0312249 | val_loss: 0.0312343 | Time: 1588.01 ms
[2022-01-13 03:35:45 main:574] : INFO : Epoch 1651 | loss: 0.0312241 | val_loss: 0.0312243 | Time: 1614.03 ms
[2022-01-13 03:35:47 main:574] : INFO : Epoch 1652 | loss: 0.0312234 | val_loss: 0.0312235 | Time: 1611.47 ms
[2022-01-13 03:35:49 main:574] : INFO : Epoch 1653 | loss: 0.0312211 | val_loss: 0.0312236 | Time: 1651.42 ms
[2022-01-13 03:35:50 main:574] : INFO : Epoch 1654 | loss: 0.0312208 | val_loss: 0.0312238 | Time: 1595.9 ms
[2022-01-13 03:35:52 main:574] : INFO : Epoch 1655 | loss: 0.0312209 | val_loss: 0.0312242 | Time: 1623.99 ms
[2022-01-13 03:35:53 main:574] : INFO : Epoch 1656 | loss: 0.0312211 | val_loss: 0.0312272 | Time: 1552.07 ms
[2022-01-13 03:35:55 main:574] : INFO : Epoch 1657 | loss: 0.0312207 | val_loss: 0.0312234 | Time: 1622.01 ms
[2022-01-13 03:35:57 main:574] : INFO : Epoch 1658 | loss: 0.0312232 | val_loss: 0.0312231 | Time: 1566.37 ms
[2022-01-13 03:35:58 main:574] : INFO : Epoch 1659 | loss: 0.0312209 | val_loss: 0.031226 | Time: 1570.85 ms
[2022-01-13 03:36:00 main:574] : INFO : Epoch 1660 | loss: 0.0312209 | val_loss: 0.0312268 | Time: 1531.46 ms
[2022-01-13 03:36:01 main:574] : INFO : Epoch 1661 | loss: 0.0312233 | val_loss: 0.0312273 | Time: 1578.31 ms
[2022-01-13 03:36:03 main:574] : INFO : Epoch 1662 | loss: 0.0312248 | val_loss: 0.031226 | Time: 1605.06 ms
[2022-01-13 03:36:04 main:574] : INFO : Epoch 1663 | loss: 0.0312224 | val_loss: 0.0312242 | Time: 1586.25 ms
[2022-01-13 03:36:06 main:574] : INFO : Epoch 1664 | loss: 0.0312208 | val_loss: 0.0312246 | Time: 1575.94 ms
[2022-01-13 03:36:08 main:574] : INFO : Epoch 1665 | loss: 0.0312211 | val_loss: 0.0312233 | Time: 1567.95 ms
[2022-01-13 03:36:09 main:574] : INFO : Epoch 1666 | loss: 0.0312212 | val_loss: 0.0312261 | Time: 1563.09 ms
[2022-01-13 03:36:11 main:574] : INFO : Epoch 1667 | loss: 0.031221 | val_loss: 0.031224 | Time: 1576.76 ms
[2022-01-13 03:36:12 main:574] : INFO : Epoch 1668 | loss: 0.0312207 | val_loss: 0.0312238 | Time: 1560.02 ms
[2022-01-13 03:36:14 main:574] : INFO : Epoch 1669 | loss: 0.0312215 | val_loss: 0.0312252 | Time: 1532.88 ms
[2022-01-13 03:36:15 main:574] : INFO : Epoch 1670 | loss: 0.0312209 | val_loss: 0.0312283 | Time: 1543.9 ms
[2022-01-13 03:36:17 main:574] : INFO : Epoch 1671 | loss: 0.0312229 | val_loss: 0.0312263 | Time: 1568.37 ms
[2022-01-13 03:36:18 main:574] : INFO : Epoch 1672 | loss: 0.0312225 | val_loss: 0.0312233 | Time: 1557.49 ms
[2022-01-13 03:36:20 main:574] : INFO : Epoch 1673 | loss: 0.0312207 | val_loss: 0.0312231 | Time: 1634.63 ms
[2022-01-13 03:36:22 main:574] : INFO : Epoch 1674 | loss: 0.0312208 | val_loss: 0.0312235 | Time: 1617.75 ms
[2022-01-13 03:36:23 main:574] : INFO : Epoch 1675 | loss: 0.0312211 | val_loss: 0.0312254 | Time: 1601.45 ms
[2022-01-13 03:36:25 main:574] : INFO : Epoch 1676 | loss: 0.0312234 | val_loss: 0.0312252 | Time: 1576.41 ms
[2022-01-13 03:36:27 main:574] : INFO : Epoch 1677 | loss: 0.0312233 | val_loss: 0.0312252 | Time: 1582.9 ms
[2022-01-13 03:36:28 main:574] : INFO : Epoch 1678 | loss: 0.0312224 | val_loss: 0.031223 | Time: 1592.22 ms
[2022-01-13 03:36:30 main:574] : INFO : Epoch 1679 | loss: 0.0312203 | val_loss: 0.0312244 | Time: 1564.57 ms
[2022-01-13 03:36:31 main:574] : INFO : Epoch 1680 | loss: 0.0312203 | val_loss: 0.0312233 | Time: 1615.73 ms
[2022-01-13 03:36:33 main:574] : INFO : Epoch 1681 | loss: 0.0312207 | val_loss: 0.0312246 | Time: 1637.3 ms
[2022-01-13 03:36:35 main:574] : INFO : Epoch 1682 | loss: 0.031221 | val_loss: 0.0312243 | Time: 1638.73 ms
[2022-01-13 03:36:36 main:574] : INFO : Epoch 1683 | loss: 0.0312215 | val_loss: 0.0312237 | Time: 1635.97 ms
[2022-01-13 03:36:38 main:574] : INFO : Epoch 1684 | loss: 0.0312203 | val_loss: 0.0312238 | Time: 1628.03 ms
[2022-01-13 03:36:39 main:574] : INFO : Epoch 1685 | loss: 0.0312243 | val_loss: 0.031224 | Time: 1619.85 ms
[2022-01-13 03:36:41 main:574] : INFO : Epoch 1686 | loss: 0.0312254 | val_loss: 0.0312316 | Time: 1598.63 ms
[2022-01-13 03:36:43 main:574] : INFO : Epoch 1687 | loss: 0.031224 | val_loss: 0.0312226 | Time: 1612.2 ms
[2022-01-13 03:36:44 main:574] : INFO : Epoch 1688 | loss: 0.031222 | val_loss: 0.0312232 | Time: 1613.95 ms
[2022-01-13 03:36:46 main:574] : INFO : Epoch 1689 | loss: 0.0312223 | val_loss: 0.0312242 | Time: 1592.45 ms
[2022-01-13 03:36:47 main:574] : INFO : Epoch 1690 | loss: 0.0312229 | val_loss: 0.031224 | Time: 1596.89 ms
[2022-01-13 03:36:49 main:574] : INFO : Epoch 1691 | loss: 0.0312209 | val_loss: 0.0312226 | Time: 1636.82 ms
[2022-01-13 03:36:51 main:574] : INFO : Epoch 1692 | loss: 0.0312219 | val_loss: 0.0312258 | Time: 1574.24 ms
[2022-01-13 03:36:52 main:574] : INFO : Epoch 1693 | loss: 0.0312225 | val_loss: 0.0312229 | Time: 1608.35 ms
[2022-01-13 03:36:54 main:574] : INFO : Epoch 1694 | loss: 0.0312219 | val_loss: 0.0312255 | Time: 1595.95 ms
[2022-01-13 03:36:55 main:574] : INFO : Epoch 1695 | loss: 0.0312201 | val_loss: 0.0312229 | Time: 1567.64 ms
[2022-01-13 03:36:57 main:574] : INFO : Epoch 1696 | loss: 0.0312203 | val_loss: 0.0312241 | Time: 1581.65 ms
[2022-01-13 03:36:59 main:574] : INFO : Epoch 1697 | loss: 0.0312209 | val_loss: 0.0312241 | Time: 1579.85 ms
[2022-01-13 03:37:00 main:574] : INFO : Epoch 1698 | loss: 0.0312216 | val_loss: 0.0312234 | Time: 1604.27 ms
[2022-01-13 03:37:02 main:574] : INFO : Epoch 1699 | loss: 0.0312204 | val_loss: 0.0312244 | Time: 1595.12 ms
[2022-01-13 03:37:03 main:574] : INFO : Epoch 1700 | loss: 0.0312215 | val_loss: 0.0312241 | Time: 1600.58 ms
[2022-01-13 03:37:05 main:574] : INFO : Epoch 1701 | loss: 0.0312214 | val_loss: 0.0312254 | Time: 1567.01 ms
[2022-01-13 03:37:07 main:574] : INFO : Epoch 1702 | loss: 0.0312232 | val_loss: 0.0312266 | Time: 1589.96 ms
[2022-01-13 03:37:08 main:574] : INFO : Epoch 1703 | loss: 0.0312219 | val_loss: 0.0312237 | Time: 1577.1 ms
[2022-01-13 03:37:10 main:574] : INFO : Epoch 1704 | loss: 0.0312206 | val_loss: 0.0312235 | Time: 1571.27 ms
[2022-01-13 03:37:11 main:574] : INFO : Epoch 1705 | loss: 0.0312242 | val_loss: 0.0312393 | Time: 1580.57 ms
[2022-01-13 03:37:13 main:574] : INFO : Epoch 1706 | loss: 0.0312528 | val_loss: 0.0314452 | Time: 1574.14 ms
[2022-01-13 03:37:14 main:574] : INFO : Epoch 1707 | loss: 0.0487767 | val_loss: 0.0381656 | Time: 1551.53 ms
[2022-01-13 03:37:16 main:574] : INFO : Epoch 1708 | loss: 0.035678 | val_loss: 0.0315757 | Time: 1585.37 ms
[2022-01-13 03:37:18 main:574] : INFO : Epoch 1709 | loss: 0.0317434 | val_loss: 0.0314378 | Time: 1593.62 ms
[2022-01-13 03:37:19 main:574] : INFO : Epoch 1710 | loss: 0.0313526 | val_loss: 0.031283 | Time: 1545.01 ms
[2022-01-13 03:37:21 main:574] : INFO : Epoch 1711 | loss: 0.0312738 | val_loss: 0.0312583 | Time: 1578.97 ms
[2022-01-13 03:37:22 main:574] : INFO : Epoch 1712 | loss: 0.0312551 | val_loss: 0.0312488 | Time: 1607.36 ms
[2022-01-13 03:37:24 main:574] : INFO : Epoch 1713 | loss: 0.0312482 | val_loss: 0.0312461 | Time: 1568.13 ms
[2022-01-13 03:37:26 main:574] : INFO : Epoch 1714 | loss: 0.0312442 | val_loss: 0.0312433 | Time: 1563.16 ms
[2022-01-13 03:37:27 main:574] : INFO : Epoch 1715 | loss: 0.031242 | val_loss: 0.031241 | Time: 1592.75 ms
[2022-01-13 03:37:29 main:574] : INFO : Epoch 1716 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 1578.7 ms
[2022-01-13 03:37:30 main:574] : INFO : Epoch 1717 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 1595.71 ms
[2022-01-13 03:37:32 main:574] : INFO : Epoch 1718 | loss: 0.0312368 | val_loss: 0.0312374 | Time: 1580.89 ms
[2022-01-13 03:37:34 main:574] : INFO : Epoch 1719 | loss: 0.0312357 | val_loss: 0.0312355 | Time: 1607.45 ms
[2022-01-13 03:37:35 main:574] : INFO : Epoch 1720 | loss: 0.0312343 | val_loss: 0.0312344 | Time: 1566.32 ms
[2022-01-13 03:37:37 main:574] : INFO : Epoch 1721 | loss: 0.0312332 | val_loss: 0.0312336 | Time: 1616.24 ms
[2022-01-13 03:37:38 main:574] : INFO : Epoch 1722 | loss: 0.0312321 | val_loss: 0.0312322 | Time: 1669.63 ms
[2022-01-13 03:37:40 main:574] : INFO : Epoch 1723 | loss: 0.0312306 | val_loss: 0.0312312 | Time: 1617.99 ms
[2022-01-13 03:37:42 main:574] : INFO : Epoch 1724 | loss: 0.0312297 | val_loss: 0.0312308 | Time: 1616.33 ms
[2022-01-13 03:37:43 main:574] : INFO : Epoch 1725 | loss: 0.0312288 | val_loss: 0.0312297 | Time: 1595.91 ms
[2022-01-13 03:37:45 main:574] : INFO : Epoch 1726 | loss: 0.0312285 | val_loss: 0.0312302 | Time: 1583.32 ms
[2022-01-13 03:37:46 main:574] : INFO : Epoch 1727 | loss: 0.0312277 | val_loss: 0.0312287 | Time: 1623.46 ms
[2022-01-13 03:37:48 main:574] : INFO : Epoch 1728 | loss: 0.031227 | val_loss: 0.0312278 | Time: 1608.54 ms
[2022-01-13 03:37:50 main:574] : INFO : Epoch 1729 | loss: 0.0312264 | val_loss: 0.0312274 | Time: 1576.55 ms
[2022-01-13 03:37:51 main:574] : INFO : Epoch 1730 | loss: 0.0312258 | val_loss: 0.0312271 | Time: 1579.52 ms
[2022-01-13 03:37:53 main:574] : INFO : Epoch 1731 | loss: 0.0312257 | val_loss: 0.0312272 | Time: 1593.5 ms
[2022-01-13 03:37:54 main:574] : INFO : Epoch 1732 | loss: 0.0312257 | val_loss: 0.0312272 | Time: 1598.12 ms
[2022-01-13 03:37:56 main:574] : INFO : Epoch 1733 | loss: 0.031225 | val_loss: 0.0312259 | Time: 1614.86 ms
[2022-01-13 03:37:58 main:574] : INFO : Epoch 1734 | loss: 0.0312242 | val_loss: 0.0312256 | Time: 1573.68 ms
[2022-01-13 03:37:59 main:574] : INFO : Epoch 1735 | loss: 0.0312241 | val_loss: 0.031225 | Time: 1538.1 ms
[2022-01-13 03:38:01 main:574] : INFO : Epoch 1736 | loss: 0.0312235 | val_loss: 0.0312249 | Time: 1594.8 ms
[2022-01-13 03:38:02 main:574] : INFO : Epoch 1737 | loss: 0.0312232 | val_loss: 0.0312245 | Time: 1611.64 ms
[2022-01-13 03:38:04 main:574] : INFO : Epoch 1738 | loss: 0.031223 | val_loss: 0.0312243 | Time: 1623.65 ms
[2022-01-13 03:38:06 main:574] : INFO : Epoch 1739 | loss: 0.0312227 | val_loss: 0.0312241 | Time: 1602.12 ms
[2022-01-13 03:38:07 main:574] : INFO : Epoch 1740 | loss: 0.0312231 | val_loss: 0.0312246 | Time: 1592.89 ms
[2022-01-13 03:38:09 main:574] : INFO : Epoch 1741 | loss: 0.0312227 | val_loss: 0.0312243 | Time: 1586.14 ms
[2022-01-13 03:38:10 main:574] : INFO : Epoch 1742 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 1595.86 ms
[2022-01-13 03:38:12 main:574] : INFO : Epoch 1743 | loss: 0.0312229 | val_loss: 0.0312259 | Time: 1586.21 ms
[2022-01-13 03:38:14 main:574] : INFO : Epoch 1744 | loss: 0.0312226 | val_loss: 0.0312232 | Time: 1616.04 ms
[2022-01-13 03:38:15 main:574] : INFO : Epoch 1745 | loss: 0.0312217 | val_loss: 0.0312233 | Time: 1559.14 ms
[2022-01-13 03:38:17 main:574] : INFO : Epoch 1746 | loss: 0.0312228 | val_loss: 0.0312236 | Time: 1548.28 ms
[2022-01-13 03:38:18 main:574] : INFO : Epoch 1747 | loss: 0.0312222 | val_loss: 0.031224 | Time: 1597.24 ms
[2022-01-13 03:38:20 main:574] : INFO : Epoch 1748 | loss: 0.0312223 | val_loss: 0.0312248 | Time: 1587.72 ms
[2022-01-13 03:38:21 main:574] : INFO : Epoch 1749 | loss: 0.0312215 | val_loss: 0.0312227 | Time: 1599.29 ms
[2022-01-13 03:38:23 main:574] : INFO : Epoch 1750 | loss: 0.0312213 | val_loss: 0.0312229 | Time: 1611.26 ms
[2022-01-13 03:38:25 main:574] : INFO : Epoch 1751 | loss: 0.0312212 | val_loss: 0.0312226 | Time: 1598.99 ms
[2022-01-13 03:38:26 main:574] : INFO : Epoch 1752 | loss: 0.031221 | val_loss: 0.031223 | Time: 1624.85 ms
[2022-01-13 03:38:28 main:574] : INFO : Epoch 1753 | loss: 0.0312216 | val_loss: 0.0312227 | Time: 1613.07 ms
[2022-01-13 03:38:30 main:574] : INFO : Epoch 1754 | loss: 0.031221 | val_loss: 0.0312223 | Time: 1615.49 ms
[2022-01-13 03:38:31 main:574] : INFO : Epoch 1755 | loss: 0.0312209 | val_loss: 0.0312222 | Time: 1573.98 ms
[2022-01-13 03:38:33 main:574] : INFO : Epoch 1756 | loss: 0.0312211 | val_loss: 0.0312234 | Time: 1556.54 ms
[2022-01-13 03:38:34 main:574] : INFO : Epoch 1757 | loss: 0.0312215 | val_loss: 0.0312247 | Time: 1607.29 ms
[2022-01-13 03:38:36 main:574] : INFO : Epoch 1758 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 1628.06 ms
[2022-01-13 03:38:38 main:574] : INFO : Epoch 1759 | loss: 0.0312207 | val_loss: 0.0312228 | Time: 1620.02 ms
[2022-01-13 03:38:39 main:574] : INFO : Epoch 1760 | loss: 0.0312208 | val_loss: 0.0312221 | Time: 1644.01 ms
[2022-01-13 03:38:41 main:574] : INFO : Epoch 1761 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 1589.03 ms
[2022-01-13 03:38:42 main:574] : INFO : Epoch 1762 | loss: 0.0312205 | val_loss: 0.0312221 | Time: 1610.97 ms
[2022-01-13 03:38:44 main:574] : INFO : Epoch 1763 | loss: 0.031221 | val_loss: 0.0312237 | Time: 1626.05 ms
[2022-01-13 03:38:46 main:574] : INFO : Epoch 1764 | loss: 0.0312206 | val_loss: 0.0312225 | Time: 1568.88 ms
[2022-01-13 03:38:47 main:574] : INFO : Epoch 1765 | loss: 0.0312206 | val_loss: 0.0312219 | Time: 1571.1 ms
[2022-01-13 03:38:49 main:574] : INFO : Epoch 1766 | loss: 0.0312203 | val_loss: 0.0312222 | Time: 1583.86 ms
[2022-01-13 03:38:50 main:574] : INFO : Epoch 1767 | loss: 0.0312206 | val_loss: 0.0312242 | Time: 1591.12 ms
[2022-01-13 03:38:52 main:574] : INFO : Epoch 1768 | loss: 0.0312212 | val_loss: 0.0312218 | Time: 1595.77 ms
[2022-01-13 03:38:54 main:574] : INFO : Epoch 1769 | loss: 0.0312206 | val_loss: 0.0312217 | Time: 1594.34 ms
[2022-01-13 03:38:55 main:574] : INFO : Epoch 1770 | loss: 0.0312202 | val_loss: 0.0312222 | Time: 1577.55 ms
[2022-01-13 03:38:57 main:574] : INFO : Epoch 1771 | loss: 0.0312206 | val_loss: 0.0312217 | Time: 1598.97 ms
[2022-01-13 03:38:58 main:574] : INFO : Epoch 1772 | loss: 0.0312206 | val_loss: 0.0312224 | Time: 1576.01 ms
[2022-01-13 03:39:00 main:574] : INFO : Epoch 1773 | loss: 0.0312206 | val_loss: 0.031224 | Time: 1590.54 ms
[2022-01-13 03:39:02 main:574] : INFO : Epoch 1774 | loss: 0.0312207 | val_loss: 0.0312216 | Time: 1637.27 ms
[2022-01-13 03:39:03 main:574] : INFO : Epoch 1775 | loss: 0.0312205 | val_loss: 0.0312217 | Time: 1621.29 ms
[2022-01-13 03:39:05 main:574] : INFO : Epoch 1776 | loss: 0.0312207 | val_loss: 0.0312221 | Time: 1596.87 ms
[2022-01-13 03:39:06 main:574] : INFO : Epoch 1777 | loss: 0.0312206 | val_loss: 0.0312217 | Time: 1623.42 ms
[2022-01-13 03:39:08 main:574] : INFO : Epoch 1778 | loss: 0.0312204 | val_loss: 0.0312226 | Time: 1629.7 ms
[2022-01-13 03:39:10 main:574] : INFO : Epoch 1779 | loss: 0.0312204 | val_loss: 0.0312222 | Time: 1578.71 ms
[2022-01-13 03:39:11 main:574] : INFO : Epoch 1780 | loss: 0.0312202 | val_loss: 0.031222 | Time: 1648.96 ms
[2022-01-13 03:39:13 main:574] : INFO : Epoch 1781 | loss: 0.0312211 | val_loss: 0.031222 | Time: 1602.87 ms
[2022-01-13 03:39:14 main:574] : INFO : Epoch 1782 | loss: 0.0312205 | val_loss: 0.0312243 | Time: 1584.08 ms
[2022-01-13 03:39:16 main:574] : INFO : Epoch 1783 | loss: 0.0312207 | val_loss: 0.0312224 | Time: 1573.56 ms
[2022-01-13 03:39:18 main:574] : INFO : Epoch 1784 | loss: 0.0312203 | val_loss: 0.0312217 | Time: 1563.01 ms
[2022-01-13 03:39:19 main:574] : INFO : Epoch 1785 | loss: 0.0312206 | val_loss: 0.0312235 | Time: 1573.67 ms
[2022-01-13 03:39:21 main:574] : INFO : Epoch 1786 | loss: 0.0312204 | val_loss: 0.0312215 | Time: 1584.51 ms
[2022-01-13 03:39:22 main:574] : INFO : Epoch 1787 | loss: 0.0312202 | val_loss: 0.0312218 | Time: 1560.07 ms
[2022-01-13 03:39:24 main:574] : INFO : Epoch 1788 | loss: 0.0312211 | val_loss: 0.0312234 | Time: 1624.48 ms
[2022-01-13 03:39:25 main:574] : INFO : Epoch 1789 | loss: 0.0312203 | val_loss: 0.0312215 | Time: 1535.66 ms
[2022-01-13 03:39:27 main:574] : INFO : Epoch 1790 | loss: 0.03122 | val_loss: 0.0312219 | Time: 1596.15 ms
[2022-01-13 03:39:29 main:574] : INFO : Epoch 1791 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 1592.14 ms
[2022-01-13 03:39:30 main:574] : INFO : Epoch 1792 | loss: 0.0312199 | val_loss: 0.0312214 | Time: 1603.96 ms
[2022-01-13 03:39:32 main:574] : INFO : Epoch 1793 | loss: 0.0312204 | val_loss: 0.0312236 | Time: 1626.77 ms
[2022-01-13 03:39:33 main:574] : INFO : Epoch 1794 | loss: 0.0312204 | val_loss: 0.0312227 | Time: 1596.93 ms
[2022-01-13 03:39:35 main:574] : INFO : Epoch 1795 | loss: 0.0312201 | val_loss: 0.0312216 | Time: 1632.76 ms
[2022-01-13 03:39:37 main:574] : INFO : Epoch 1796 | loss: 0.0312209 | val_loss: 0.0312226 | Time: 1677.78 ms
[2022-01-13 03:39:38 main:574] : INFO : Epoch 1797 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 1599.66 ms
[2022-01-13 03:39:40 main:574] : INFO : Epoch 1798 | loss: 0.0312197 | val_loss: 0.0312215 | Time: 1597.49 ms
[2022-01-13 03:39:42 main:574] : INFO : Epoch 1799 | loss: 0.0312201 | val_loss: 0.0312212 | Time: 1611.12 ms
[2022-01-13 03:39:43 main:574] : INFO : Epoch 1800 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 1566.2 ms
[2022-01-13 03:39:45 main:574] : INFO : Epoch 1801 | loss: 0.0312199 | val_loss: 0.0312215 | Time: 1574.19 ms
[2022-01-13 03:39:46 main:574] : INFO : Epoch 1802 | loss: 0.0312199 | val_loss: 0.0312222 | Time: 1654.06 ms
[2022-01-13 03:39:48 main:574] : INFO : Epoch 1803 | loss: 0.0312203 | val_loss: 0.0312212 | Time: 1612.11 ms
[2022-01-13 03:39:50 main:574] : INFO : Epoch 1804 | loss: 0.0312197 | val_loss: 0.0312212 | Time: 1614.96 ms
[2022-01-13 03:39:51 main:574] : INFO : Epoch 1805 | loss: 0.03122 | val_loss: 0.0312211 | Time: 1656.28 ms
[2022-01-13 03:39:53 main:574] : INFO : Epoch 1806 | loss: 0.0312199 | val_loss: 0.0312211 | Time: 1633.76 ms
[2022-01-13 03:39:55 main:574] : INFO : Epoch 1807 | loss: 0.0312205 | val_loss: 0.0312215 | Time: 1565.59 ms
[2022-01-13 03:39:56 main:574] : INFO : Epoch 1808 | loss: 0.0312201 | val_loss: 0.0312213 | Time: 1574.92 ms
[2022-01-13 03:39:58 main:574] : INFO : Epoch 1809 | loss: 0.0312216 | val_loss: 0.0312213 | Time: 1554.69 ms
[2022-01-13 03:39:59 main:574] : INFO : Epoch 1810 | loss: 0.0312218 | val_loss: 0.0312224 | Time: 1591.52 ms
[2022-01-13 03:40:01 main:574] : INFO : Epoch 1811 | loss: 0.0312222 | val_loss: 0.0312211 | Time: 1588.66 ms
[2022-01-13 03:40:02 main:574] : INFO : Epoch 1812 | loss: 0.031221 | val_loss: 0.0312229 | Time: 1625.01 ms
[2022-01-13 03:40:04 main:574] : INFO : Epoch 1813 | loss: 0.0312206 | val_loss: 0.0312214 | Time: 1582.38 ms
[2022-01-13 03:40:06 main:574] : INFO : Epoch 1814 | loss: 0.0312208 | val_loss: 0.0312212 | Time: 1564.29 ms
[2022-01-13 03:40:07 main:574] : INFO : Epoch 1815 | loss: 0.031221 | val_loss: 0.0312234 | Time: 1591.21 ms
[2022-01-13 03:40:09 main:574] : INFO : Epoch 1816 | loss: 0.0312211 | val_loss: 0.0312225 | Time: 1605.46 ms
[2022-01-13 03:40:10 main:574] : INFO : Epoch 1817 | loss: 0.0312201 | val_loss: 0.031221 | Time: 1579.22 ms
[2022-01-13 03:40:12 main:574] : INFO : Epoch 1818 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 1583.78 ms
[2022-01-13 03:40:14 main:574] : INFO : Epoch 1819 | loss: 0.0312197 | val_loss: 0.0312226 | Time: 1556.26 ms
[2022-01-13 03:40:15 main:574] : INFO : Epoch 1820 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 1600.28 ms
[2022-01-13 03:40:17 main:574] : INFO : Epoch 1821 | loss: 0.0312198 | val_loss: 0.0312211 | Time: 1611.16 ms
[2022-01-13 03:40:18 main:574] : INFO : Epoch 1822 | loss: 0.0312195 | val_loss: 0.031221 | Time: 1656.09 ms
[2022-01-13 03:40:20 main:574] : INFO : Epoch 1823 | loss: 0.0312195 | val_loss: 0.0312209 | Time: 1619.62 ms
[2022-01-13 03:40:22 main:574] : INFO : Epoch 1824 | loss: 0.0312196 | val_loss: 0.0312228 | Time: 1622.63 ms
[2022-01-13 03:40:23 main:574] : INFO : Epoch 1825 | loss: 0.0312199 | val_loss: 0.0312211 | Time: 1553.75 ms
[2022-01-13 03:40:25 main:574] : INFO : Epoch 1826 | loss: 0.0312198 | val_loss: 0.0312209 | Time: 1620.15 ms
[2022-01-13 03:40:27 main:574] : INFO : Epoch 1827 | loss: 0.0312195 | val_loss: 0.0312215 | Time: 1647.37 ms
[2022-01-13 03:40:28 main:574] : INFO : Epoch 1828 | loss: 0.0312196 | val_loss: 0.0312209 | Time: 1631.86 ms
[2022-01-13 03:40:30 main:574] : INFO : Epoch 1829 | loss: 0.0312196 | val_loss: 0.031221 | Time: 1608.9 ms
[2022-01-13 03:40:31 main:574] : INFO : Epoch 1830 | loss: 0.0312208 | val_loss: 0.0312214 | Time: 1616.1 ms
[2022-01-13 03:40:33 main:574] : INFO : Epoch 1831 | loss: 0.031221 | val_loss: 0.031225 | Time: 1607.72 ms
[2022-01-13 03:40:35 main:574] : INFO : Epoch 1832 | loss: 0.03122 | val_loss: 0.0312209 | Time: 1649.76 ms
[2022-01-13 03:40:36 main:574] : INFO : Epoch 1833 | loss: 0.0312198 | val_loss: 0.0312208 | Time: 1613.24 ms
[2022-01-13 03:40:38 main:574] : INFO : Epoch 1834 | loss: 0.0312202 | val_loss: 0.0312222 | Time: 1572.75 ms
[2022-01-13 03:40:39 main:574] : INFO : Epoch 1835 | loss: 0.0312204 | val_loss: 0.0312209 | Time: 1605.62 ms
[2022-01-13 03:40:41 main:574] : INFO : Epoch 1836 | loss: 0.0312199 | val_loss: 0.0312208 | Time: 1599.57 ms
[2022-01-13 03:40:43 main:574] : INFO : Epoch 1837 | loss: 0.0312197 | val_loss: 0.0312223 | Time: 1608.95 ms
[2022-01-13 03:40:44 main:574] : INFO : Epoch 1838 | loss: 0.0312225 | val_loss: 0.0312242 | Time: 1607.37 ms
[2022-01-13 03:40:46 main:574] : INFO : Epoch 1839 | loss: 0.0312206 | val_loss: 0.0312209 | Time: 1613.24 ms
[2022-01-13 03:40:48 main:574] : INFO : Epoch 1840 | loss: 0.0312197 | val_loss: 0.0312213 | Time: 1620.29 ms
[2022-01-13 03:40:49 main:574] : INFO : Epoch 1841 | loss: 0.0312191 | val_loss: 0.0312208 | Time: 1618.15 ms
[2022-01-13 03:40:51 main:574] : INFO : Epoch 1842 | loss: 0.0312191 | val_loss: 0.0312211 | Time: 1536.82 ms
[2022-01-13 03:40:52 main:574] : INFO : Epoch 1843 | loss: 0.0312197 | val_loss: 0.0312226 | Time: 1566.97 ms
[2022-01-13 03:40:54 main:574] : INFO : Epoch 1844 | loss: 0.0312202 | val_loss: 0.0312221 | Time: 1588.9 ms
[2022-01-13 03:40:55 main:574] : INFO : Epoch 1845 | loss: 0.0312201 | val_loss: 0.0312209 | Time: 1626.93 ms
[2022-01-13 03:40:57 main:574] : INFO : Epoch 1846 | loss: 0.031219 | val_loss: 0.0312209 | Time: 1606.92 ms
[2022-01-13 03:40:59 main:574] : INFO : Epoch 1847 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 1603.35 ms
[2022-01-13 03:41:00 main:574] : INFO : Epoch 1848 | loss: 0.0312191 | val_loss: 0.0312215 | Time: 1586.65 ms
[2022-01-13 03:41:02 main:574] : INFO : Epoch 1849 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 1602.09 ms
[2022-01-13 03:41:03 main:574] : INFO : Epoch 1850 | loss: 0.0312215 | val_loss: 0.0312209 | Time: 1621.71 ms
[2022-01-13 03:41:05 main:574] : INFO : Epoch 1851 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 1591.87 ms
[2022-01-13 03:41:07 main:574] : INFO : Epoch 1852 | loss: 0.0312199 | val_loss: 0.0312209 | Time: 1578.72 ms
[2022-01-13 03:41:08 main:574] : INFO : Epoch 1853 | loss: 0.03122 | val_loss: 0.031222 | Time: 1579.88 ms
[2022-01-13 03:41:10 main:574] : INFO : Epoch 1854 | loss: 0.0312193 | val_loss: 0.0312208 | Time: 1567.61 ms
[2022-01-13 03:41:11 main:574] : INFO : Epoch 1855 | loss: 0.0312191 | val_loss: 0.0312212 | Time: 1573 ms
[2022-01-13 03:41:13 main:574] : INFO : Epoch 1856 | loss: 0.031219 | val_loss: 0.0312214 | Time: 1564.16 ms
[2022-01-13 03:41:15 main:574] : INFO : Epoch 1857 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 1551.25 ms
[2022-01-13 03:41:16 main:574] : INFO : Epoch 1858 | loss: 0.0312196 | val_loss: 0.0312215 | Time: 1619.92 ms
[2022-01-13 03:41:18 main:574] : INFO : Epoch 1859 | loss: 0.0312207 | val_loss: 0.0312235 | Time: 1588.67 ms
[2022-01-13 03:41:19 main:574] : INFO : Epoch 1860 | loss: 0.0312195 | val_loss: 0.0312221 | Time: 1542.36 ms
[2022-01-13 03:41:21 main:574] : INFO : Epoch 1861 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 1557.76 ms
[2022-01-13 03:41:22 main:574] : INFO : Epoch 1862 | loss: 0.031219 | val_loss: 0.0312207 | Time: 1583.51 ms
[2022-01-13 03:41:24 main:574] : INFO : Epoch 1863 | loss: 0.0312195 | val_loss: 0.0312222 | Time: 1560.06 ms
[2022-01-13 03:41:26 main:574] : INFO : Epoch 1864 | loss: 0.0312189 | val_loss: 0.0312206 | Time: 1565.04 ms
[2022-01-13 03:41:27 main:574] : INFO : Epoch 1865 | loss: 0.0312194 | val_loss: 0.0312214 | Time: 1551.92 ms
[2022-01-13 03:41:29 main:574] : INFO : Epoch 1866 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 1613.76 ms
[2022-01-13 03:41:30 main:574] : INFO : Epoch 1867 | loss: 0.0312192 | val_loss: 0.0312207 | Time: 1580.91 ms
[2022-01-13 03:41:32 main:574] : INFO : Epoch 1868 | loss: 0.0312193 | val_loss: 0.0312211 | Time: 1564.06 ms
[2022-01-13 03:41:33 main:574] : INFO : Epoch 1869 | loss: 0.0312189 | val_loss: 0.0312204 | Time: 1593.3 ms
[2022-01-13 03:41:35 main:574] : INFO : Epoch 1870 | loss: 0.0312189 | val_loss: 0.0312209 | Time: 1592.42 ms
[2022-01-13 03:41:37 main:574] : INFO : Epoch 1871 | loss: 0.0312188 | val_loss: 0.0312216 | Time: 1604.2 ms
[2022-01-13 03:41:38 main:574] : INFO : Epoch 1872 | loss: 0.0312189 | val_loss: 0.0312207 | Time: 1650.37 ms
[2022-01-13 03:41:40 main:574] : INFO : Epoch 1873 | loss: 0.0312198 | val_loss: 0.0312216 | Time: 1652.78 ms
[2022-01-13 03:41:42 main:574] : INFO : Epoch 1874 | loss: 0.0312201 | val_loss: 0.0312237 | Time: 1596.6 ms
[2022-01-13 03:41:43 main:574] : INFO : Epoch 1875 | loss: 0.031221 | val_loss: 0.0312214 | Time: 1605.64 ms
[2022-01-13 03:41:45 main:574] : INFO : Epoch 1876 | loss: 0.0312194 | val_loss: 0.0312209 | Time: 1587.67 ms
[2022-01-13 03:41:46 main:574] : INFO : Epoch 1877 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 1581.03 ms
[2022-01-13 03:41:48 main:574] : INFO : Epoch 1878 | loss: 0.0312184 | val_loss: 0.0312213 | Time: 1600.75 ms
[2022-01-13 03:41:50 main:574] : INFO : Epoch 1879 | loss: 0.0312193 | val_loss: 0.0312204 | Time: 1577.51 ms
[2022-01-13 03:41:51 main:574] : INFO : Epoch 1880 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 1649.37 ms
[2022-01-13 03:41:53 main:574] : INFO : Epoch 1881 | loss: 0.0312215 | val_loss: 0.031221 | Time: 1610.65 ms
[2022-01-13 03:41:54 main:574] : INFO : Epoch 1882 | loss: 0.0312235 | val_loss: 0.0312292 | Time: 1657.61 ms
[2022-01-13 03:41:56 main:574] : INFO : Epoch 1883 | loss: 0.0312226 | val_loss: 0.0312223 | Time: 1632.26 ms
[2022-01-13 03:41:58 main:574] : INFO : Epoch 1884 | loss: 0.0312193 | val_loss: 0.0312242 | Time: 1627.08 ms
[2022-01-13 03:41:59 main:574] : INFO : Epoch 1885 | loss: 0.0312189 | val_loss: 0.0312212 | Time: 1635.08 ms
[2022-01-13 03:42:01 main:574] : INFO : Epoch 1886 | loss: 0.0312193 | val_loss: 0.0312209 | Time: 1578.48 ms
[2022-01-13 03:42:03 main:574] : INFO : Epoch 1887 | loss: 0.031219 | val_loss: 0.0312206 | Time: 1586.05 ms
[2022-01-13 03:42:04 main:574] : INFO : Epoch 1888 | loss: 0.0312186 | val_loss: 0.0312214 | Time: 1604.23 ms
[2022-01-13 03:42:06 main:574] : INFO : Epoch 1889 | loss: 0.0312202 | val_loss: 0.0312215 | Time: 1636.41 ms
[2022-01-13 03:42:07 main:574] : INFO : Epoch 1890 | loss: 0.0312189 | val_loss: 0.0312203 | Time: 1595.62 ms
[2022-01-13 03:42:09 main:574] : INFO : Epoch 1891 | loss: 0.0312197 | val_loss: 0.031222 | Time: 1611.27 ms
[2022-01-13 03:42:11 main:574] : INFO : Epoch 1892 | loss: 0.031219 | val_loss: 0.0312204 | Time: 1589.51 ms
[2022-01-13 03:42:12 main:574] : INFO : Epoch 1893 | loss: 0.0312185 | val_loss: 0.0312203 | Time: 1609.74 ms
[2022-01-13 03:42:14 main:574] : INFO : Epoch 1894 | loss: 0.031219 | val_loss: 0.031221 | Time: 1564.59 ms
[2022-01-13 03:42:15 main:574] : INFO : Epoch 1895 | loss: 0.0312195 | val_loss: 0.0312217 | Time: 1611.34 ms
[2022-01-13 03:42:17 main:574] : INFO : Epoch 1896 | loss: 0.0312189 | val_loss: 0.0312211 | Time: 1589.43 ms
[2022-01-13 03:42:19 main:574] : INFO : Epoch 1897 | loss: 0.0312219 | val_loss: 0.0312327 | Time: 1572.73 ms
[2022-01-13 03:42:20 main:574] : INFO : Epoch 1898 | loss: 0.0312212 | val_loss: 0.0312285 | Time: 1569.28 ms
[2022-01-13 03:42:22 main:574] : INFO : Epoch 1899 | loss: 0.0312228 | val_loss: 0.0312225 | Time: 1611.1 ms
[2022-01-13 03:42:23 main:574] : INFO : Epoch 1900 | loss: 0.0312203 | val_loss: 0.0312211 | Time: 1569.02 ms
[2022-01-13 03:42:25 main:574] : INFO : Epoch 1901 | loss: 0.0312204 | val_loss: 0.0312202 | Time: 1597.4 ms
[2022-01-13 03:42:26 main:574] : INFO : Epoch 1902 | loss: 0.03122 | val_loss: 0.0312315 | Time: 1573.21 ms
[2022-01-13 03:42:28 main:574] : INFO : Epoch 1903 | loss: 0.0312226 | val_loss: 0.0312213 | Time: 1560.72 ms
[2022-01-13 03:42:30 main:574] : INFO : Epoch 1904 | loss: 0.0312193 | val_loss: 0.0312207 | Time: 1609.3 ms
[2022-01-13 03:42:31 main:574] : INFO : Epoch 1905 | loss: 0.0312187 | val_loss: 0.0312214 | Time: 1581.37 ms
[2022-01-13 03:42:33 main:574] : INFO : Epoch 1906 | loss: 0.0312186 | val_loss: 0.0312216 | Time: 1593.7 ms
[2022-01-13 03:42:34 main:574] : INFO : Epoch 1907 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 1555.72 ms
[2022-01-13 03:42:36 main:574] : INFO : Epoch 1908 | loss: 0.0312189 | val_loss: 0.0312205 | Time: 1604.49 ms
[2022-01-13 03:42:38 main:574] : INFO : Epoch 1909 | loss: 0.0312183 | val_loss: 0.0312218 | Time: 1594.44 ms
[2022-01-13 03:42:39 main:574] : INFO : Epoch 1910 | loss: 0.0312189 | val_loss: 0.0312253 | Time: 1613.93 ms
[2022-01-13 03:42:41 main:574] : INFO : Epoch 1911 | loss: 0.03122 | val_loss: 0.0312209 | Time: 1589.96 ms
[2022-01-13 03:42:42 main:574] : INFO : Epoch 1912 | loss: 0.0312182 | val_loss: 0.0312202 | Time: 1596 ms
[2022-01-13 03:42:44 main:574] : INFO : Epoch 1913 | loss: 0.0312194 | val_loss: 0.031225 | Time: 1563.42 ms
[2022-01-13 03:42:46 main:574] : INFO : Epoch 1914 | loss: 0.031219 | val_loss: 0.0312203 | Time: 1645.79 ms
[2022-01-13 03:42:47 main:574] : INFO : Epoch 1915 | loss: 0.0312185 | val_loss: 0.0312214 | Time: 1598.58 ms
[2022-01-13 03:42:49 main:574] : INFO : Epoch 1916 | loss: 0.0312185 | val_loss: 0.0312239 | Time: 1614.72 ms
[2022-01-13 03:42:50 main:574] : INFO : Epoch 1917 | loss: 0.03122 | val_loss: 0.0312201 | Time: 1577.18 ms
[2022-01-13 03:42:52 main:574] : INFO : Epoch 1918 | loss: 0.0312189 | val_loss: 0.0312202 | Time: 1624 ms
[2022-01-13 03:42:54 main:574] : INFO : Epoch 1919 | loss: 0.0312184 | val_loss: 0.0312209 | Time: 1582.51 ms
[2022-01-13 03:42:55 main:574] : INFO : Epoch 1920 | loss: 0.0312191 | val_loss: 0.0312212 | Time: 1614.68 ms
[2022-01-13 03:42:57 main:574] : INFO : Epoch 1921 | loss: 0.0312211 | val_loss: 0.0312233 | Time: 1584.36 ms
[2022-01-13 03:42:58 main:574] : INFO : Epoch 1922 | loss: 0.0312187 | val_loss: 0.0312202 | Time: 1618.17 ms
[2022-01-13 03:43:00 main:574] : INFO : Epoch 1923 | loss: 0.0312194 | val_loss: 0.0312257 | Time: 1619.94 ms
[2022-01-13 03:43:02 main:574] : INFO : Epoch 1924 | loss: 0.0312201 | val_loss: 0.03122 | Time: 1592.3 ms
[2022-01-13 03:43:03 main:574] : INFO : Epoch 1925 | loss: 0.0312179 | val_loss: 0.0312215 | Time: 1619.64 ms
[2022-01-13 03:43:05 main:574] : INFO : Epoch 1926 | loss: 0.0312184 | val_loss: 0.0312228 | Time: 1637.54 ms
[2022-01-13 03:43:07 main:574] : INFO : Epoch 1927 | loss: 0.0312201 | val_loss: 0.0312256 | Time: 1625.24 ms
[2022-01-13 03:43:08 main:574] : INFO : Epoch 1928 | loss: 0.0312208 | val_loss: 0.0312213 | Time: 1626.97 ms
[2022-01-13 03:43:10 main:574] : INFO : Epoch 1929 | loss: 0.0312186 | val_loss: 0.0312235 | Time: 1633.42 ms
[2022-01-13 03:43:11 main:574] : INFO : Epoch 1930 | loss: 0.0312186 | val_loss: 0.0312265 | Time: 1549.37 ms
[2022-01-13 03:43:13 main:574] : INFO : Epoch 1931 | loss: 0.0312211 | val_loss: 0.0312209 | Time: 1583.99 ms
[2022-01-13 03:43:15 main:574] : INFO : Epoch 1932 | loss: 0.0312184 | val_loss: 0.0312202 | Time: 1571.56 ms
[2022-01-13 03:43:16 main:574] : INFO : Epoch 1933 | loss: 0.0312178 | val_loss: 0.0312209 | Time: 1597.53 ms
[2022-01-13 03:43:18 main:574] : INFO : Epoch 1934 | loss: 0.0312187 | val_loss: 0.0312223 | Time: 1608.87 ms
[2022-01-13 03:43:19 main:574] : INFO : Epoch 1935 | loss: 0.0312188 | val_loss: 0.0312217 | Time: 1575.76 ms
[2022-01-13 03:43:21 main:574] : INFO : Epoch 1936 | loss: 0.0312186 | val_loss: 0.0312212 | Time: 1619.18 ms
[2022-01-13 03:43:23 main:574] : INFO : Epoch 1937 | loss: 0.0312183 | val_loss: 0.0312218 | Time: 1561.5 ms
[2022-01-13 03:43:24 main:574] : INFO : Epoch 1938 | loss: 0.0312197 | val_loss: 0.0312228 | Time: 1606.66 ms
[2022-01-13 03:43:26 main:574] : INFO : Epoch 1939 | loss: 0.0312195 | val_loss: 0.031224 | Time: 1631.75 ms
[2022-01-13 03:43:27 main:574] : INFO : Epoch 1940 | loss: 0.0312181 | val_loss: 0.0312203 | Time: 1592.74 ms
[2022-01-13 03:43:29 main:574] : INFO : Epoch 1941 | loss: 0.0312192 | val_loss: 0.0312205 | Time: 1616.02 ms
[2022-01-13 03:43:31 main:574] : INFO : Epoch 1942 | loss: 0.0312221 | val_loss: 0.0312225 | Time: 1618.65 ms
[2022-01-13 03:43:32 main:574] : INFO : Epoch 1943 | loss: 0.0312192 | val_loss: 0.0312228 | Time: 1606.13 ms
[2022-01-13 03:43:34 main:574] : INFO : Epoch 1944 | loss: 0.0312191 | val_loss: 0.0312228 | Time: 1586.03 ms
[2022-01-13 03:43:35 main:574] : INFO : Epoch 1945 | loss: 0.031219 | val_loss: 0.0312211 | Time: 1633.42 ms
[2022-01-13 03:43:37 main:574] : INFO : Epoch 1946 | loss: 0.0312179 | val_loss: 0.031222 | Time: 1627.48 ms
[2022-01-13 03:43:39 main:574] : INFO : Epoch 1947 | loss: 0.0312181 | val_loss: 0.0312215 | Time: 1615.78 ms
[2022-01-13 03:43:40 main:574] : INFO : Epoch 1948 | loss: 0.0312191 | val_loss: 0.0312243 | Time: 1594.36 ms
[2022-01-13 03:43:42 main:574] : INFO : Epoch 1949 | loss: 0.0312185 | val_loss: 0.0312203 | Time: 1608.7 ms
[2022-01-13 03:43:43 main:574] : INFO : Epoch 1950 | loss: 0.031219 | val_loss: 0.0312205 | Time: 1570 ms
[2022-01-13 03:43:45 main:574] : INFO : Epoch 1951 | loss: 0.0312186 | val_loss: 0.0312219 | Time: 1603.12 ms
[2022-01-13 03:43:47 main:574] : INFO : Epoch 1952 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 1624.55 ms
[2022-01-13 03:43:48 main:574] : INFO : Epoch 1953 | loss: 0.0312175 | val_loss: 0.0312207 | Time: 1613.37 ms
[2022-01-13 03:43:50 main:574] : INFO : Epoch 1954 | loss: 0.031218 | val_loss: 0.0312237 | Time: 1635.33 ms
[2022-01-13 03:43:52 main:574] : INFO : Epoch 1955 | loss: 0.0312179 | val_loss: 0.0312212 | Time: 1627.02 ms
[2022-01-13 03:43:53 main:574] : INFO : Epoch 1956 | loss: 0.0312178 | val_loss: 0.0312204 | Time: 1571.4 ms
[2022-01-13 03:43:55 main:574] : INFO : Epoch 1957 | loss: 0.0312178 | val_loss: 0.0312236 | Time: 1638.84 ms
[2022-01-13 03:43:56 main:574] : INFO : Epoch 1958 | loss: 0.0312198 | val_loss: 0.0312213 | Time: 1614.55 ms
[2022-01-13 03:43:58 main:574] : INFO : Epoch 1959 | loss: 0.0312202 | val_loss: 0.0312245 | Time: 1601.97 ms
[2022-01-13 03:44:00 main:574] : INFO : Epoch 1960 | loss: 0.0312183 | val_loss: 0.0312203 | Time: 1608.6 ms
[2022-01-13 03:44:01 main:574] : INFO : Epoch 1961 | loss: 0.0312172 | val_loss: 0.0312216 | Time: 1607.02 ms
[2022-01-13 03:44:03 main:574] : INFO : Epoch 1962 | loss: 0.0312184 | val_loss: 0.0312223 | Time: 1582.77 ms
[2022-01-13 03:44:04 main:574] : INFO : Epoch 1963 | loss: 0.0312193 | val_loss: 0.0312221 | Time: 1589.39 ms
[2022-01-13 03:44:06 main:574] : INFO : Epoch 1964 | loss: 0.0312195 | val_loss: 0.0312222 | Time: 1592.12 ms
[2022-01-13 03:44:08 main:574] : INFO : Epoch 1965 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 1577.59 ms
[2022-01-13 03:44:09 main:574] : INFO : Epoch 1966 | loss: 0.0312191 | val_loss: 0.0312206 | Time: 1584.53 ms
[2022-01-13 03:44:11 main:574] : INFO : Epoch 1967 | loss: 0.0312169 | val_loss: 0.0312201 | Time: 1634.35 ms
[2022-01-13 03:44:12 main:574] : INFO : Epoch 1968 | loss: 0.0312201 | val_loss: 0.0312258 | Time: 1592.96 ms
[2022-01-13 03:44:14 main:574] : INFO : Epoch 1969 | loss: 0.0312201 | val_loss: 0.0312231 | Time: 1591 ms
[2022-01-13 03:44:16 main:574] : INFO : Epoch 1970 | loss: 0.0312185 | val_loss: 0.031221 | Time: 1577.71 ms
[2022-01-13 03:44:17 main:574] : INFO : Epoch 1971 | loss: 0.0312218 | val_loss: 0.0312239 | Time: 1598.63 ms
[2022-01-13 03:44:19 main:574] : INFO : Epoch 1972 | loss: 0.0312197 | val_loss: 0.031222 | Time: 1583.69 ms
[2022-01-13 03:44:20 main:574] : INFO : Epoch 1973 | loss: 0.0312182 | val_loss: 0.0312245 | Time: 1621.41 ms
[2022-01-13 03:44:22 main:574] : INFO : Epoch 1974 | loss: 0.0312199 | val_loss: 0.0312216 | Time: 1631.44 ms
[2022-01-13 03:44:24 main:574] : INFO : Epoch 1975 | loss: 0.0312179 | val_loss: 0.0312216 | Time: 1634.84 ms
[2022-01-13 03:44:25 main:574] : INFO : Epoch 1976 | loss: 0.0312181 | val_loss: 0.0312203 | Time: 1580.76 ms
[2022-01-13 03:44:27 main:574] : INFO : Epoch 1977 | loss: 0.0312182 | val_loss: 0.0312225 | Time: 1622.1 ms
[2022-01-13 03:44:28 main:574] : INFO : Epoch 1978 | loss: 0.0312183 | val_loss: 0.0312205 | Time: 1603.04 ms
[2022-01-13 03:44:30 main:574] : INFO : Epoch 1979 | loss: 0.0312182 | val_loss: 0.0312252 | Time: 1548.63 ms
[2022-01-13 03:44:32 main:574] : INFO : Epoch 1980 | loss: 0.0312193 | val_loss: 0.0312225 | Time: 1525.95 ms
[2022-01-13 03:44:33 main:574] : INFO : Epoch 1981 | loss: 0.03122 | val_loss: 0.0312261 | Time: 1635.98 ms
[2022-01-13 03:44:35 main:574] : INFO : Epoch 1982 | loss: 0.0312187 | val_loss: 0.0312205 | Time: 1597.57 ms
[2022-01-13 03:44:36 main:574] : INFO : Epoch 1983 | loss: 0.0312172 | val_loss: 0.0312205 | Time: 1608.96 ms
[2022-01-13 03:44:38 main:574] : INFO : Epoch 1984 | loss: 0.0312173 | val_loss: 0.0312211 | Time: 1610.12 ms
[2022-01-13 03:44:40 main:574] : INFO : Epoch 1985 | loss: 0.0312177 | val_loss: 0.0312209 | Time: 1552.73 ms
[2022-01-13 03:44:41 main:574] : INFO : Epoch 1986 | loss: 0.0312186 | val_loss: 0.0312261 | Time: 1601.76 ms
[2022-01-13 03:44:43 main:574] : INFO : Epoch 1987 | loss: 0.03122 | val_loss: 0.0312205 | Time: 1614.54 ms
[2022-01-13 03:44:44 main:574] : INFO : Epoch 1988 | loss: 0.031218 | val_loss: 0.0312228 | Time: 1603.86 ms
[2022-01-13 03:44:46 main:574] : INFO : Epoch 1989 | loss: 0.0312184 | val_loss: 0.0312212 | Time: 1611.52 ms
[2022-01-13 03:44:48 main:574] : INFO : Epoch 1990 | loss: 0.0312182 | val_loss: 0.0312204 | Time: 1584.28 ms
[2022-01-13 03:44:49 main:574] : INFO : Epoch 1991 | loss: 0.0312184 | val_loss: 0.0312254 | Time: 1634.27 ms
[2022-01-13 03:44:51 main:574] : INFO : Epoch 1992 | loss: 0.0312208 | val_loss: 0.0312282 | Time: 1596.09 ms
[2022-01-13 03:44:52 main:574] : INFO : Epoch 1993 | loss: 0.0312214 | val_loss: 0.031224 | Time: 1624.25 ms
[2022-01-13 03:44:54 main:574] : INFO : Epoch 1994 | loss: 0.0312193 | val_loss: 0.0312242 | Time: 1602.4 ms
[2022-01-13 03:44:56 main:574] : INFO : Epoch 1995 | loss: 0.0312187 | val_loss: 0.0312226 | Time: 1605.35 ms
[2022-01-13 03:44:57 main:574] : INFO : Epoch 1996 | loss: 0.0312204 | val_loss: 0.0312215 | Time: 1620.27 ms
[2022-01-13 03:44:59 main:574] : INFO : Epoch 1997 | loss: 0.0312183 | val_loss: 0.0312207 | Time: 1589.32 ms
[2022-01-13 03:45:00 main:574] : INFO : Epoch 1998 | loss: 0.0312166 | val_loss: 0.0312222 | Time: 1555.11 ms
[2022-01-13 03:45:02 main:574] : INFO : Epoch 1999 | loss: 0.031217 | val_loss: 0.0312207 | Time: 1589.15 ms
[2022-01-13 03:45:04 main:574] : INFO : Epoch 2000 | loss: 0.0312186 | val_loss: 0.0312236 | Time: 1582.79 ms
[2022-01-13 03:45:05 main:574] : INFO : Epoch 2001 | loss: 0.0312182 | val_loss: 0.0312261 | Time: 1582.16 ms
[2022-01-13 03:45:07 main:574] : INFO : Epoch 2002 | loss: 0.0312178 | val_loss: 0.0312217 | Time: 1614.75 ms
[2022-01-13 03:45:08 main:574] : INFO : Epoch 2003 | loss: 0.0312184 | val_loss: 0.031221 | Time: 1631.3 ms
[2022-01-13 03:45:10 main:574] : INFO : Epoch 2004 | loss: 0.0312195 | val_loss: 0.031222 | Time: 1586.58 ms
[2022-01-13 03:45:12 main:574] : INFO : Epoch 2005 | loss: 0.0312172 | val_loss: 0.0312206 | Time: 1586.77 ms
[2022-01-13 03:45:13 main:574] : INFO : Epoch 2006 | loss: 0.031217 | val_loss: 0.0312208 | Time: 1593.84 ms
[2022-01-13 03:45:15 main:574] : INFO : Epoch 2007 | loss: 0.0312176 | val_loss: 0.0312204 | Time: 1599.35 ms
[2022-01-13 03:45:16 main:574] : INFO : Epoch 2008 | loss: 0.0312171 | val_loss: 0.0312209 | Time: 1584.26 ms
[2022-01-13 03:45:18 main:574] : INFO : Epoch 2009 | loss: 0.0312173 | val_loss: 0.0312214 | Time: 1573.88 ms
[2022-01-13 03:45:20 main:574] : INFO : Epoch 2010 | loss: 0.0312174 | val_loss: 0.0312242 | Time: 1546.64 ms
[2022-01-13 03:45:21 main:574] : INFO : Epoch 2011 | loss: 0.0312197 | val_loss: 0.0312229 | Time: 1565.55 ms
[2022-01-13 03:45:23 main:574] : INFO : Epoch 2012 | loss: 0.0312172 | val_loss: 0.0312224 | Time: 1588.7 ms
[2022-01-13 03:45:24 main:574] : INFO : Epoch 2013 | loss: 0.0312172 | val_loss: 0.0312213 | Time: 1562.94 ms
[2022-01-13 03:45:26 main:574] : INFO : Epoch 2014 | loss: 0.0312171 | val_loss: 0.0312204 | Time: 1592.48 ms
[2022-01-13 03:45:27 main:574] : INFO : Epoch 2015 | loss: 0.0312178 | val_loss: 0.0312213 | Time: 1609.85 ms
[2022-01-13 03:45:29 main:574] : INFO : Epoch 2016 | loss: 0.0312181 | val_loss: 0.0312263 | Time: 1577.38 ms
[2022-01-13 03:45:31 main:574] : INFO : Epoch 2017 | loss: 0.0312214 | val_loss: 0.0312265 | Time: 1555.27 ms
[2022-01-13 03:45:32 main:574] : INFO : Epoch 2018 | loss: 0.03122 | val_loss: 0.031224 | Time: 1605.07 ms
[2022-01-13 03:45:34 main:574] : INFO : Epoch 2019 | loss: 0.0312168 | val_loss: 0.0312223 | Time: 1576.69 ms
[2022-01-13 03:45:35 main:574] : INFO : Epoch 2020 | loss: 0.0312163 | val_loss: 0.0312212 | Time: 1553.66 ms
[2022-01-13 03:45:37 main:574] : INFO : Epoch 2021 | loss: 0.0312174 | val_loss: 0.0312212 | Time: 1615.77 ms
[2022-01-13 03:45:39 main:574] : INFO : Epoch 2022 | loss: 0.0312159 | val_loss: 0.0312203 | Time: 1631.2 ms
[2022-01-13 03:45:40 main:574] : INFO : Epoch 2023 | loss: 0.0312187 | val_loss: 0.0312213 | Time: 1615.69 ms
[2022-01-13 03:45:42 main:574] : INFO : Epoch 2024 | loss: 0.0312174 | val_loss: 0.0312208 | Time: 1630.89 ms
[2022-01-13 03:45:43 main:574] : INFO : Epoch 2025 | loss: 0.0312165 | val_loss: 0.0312209 | Time: 1595.95 ms
[2022-01-13 03:45:45 main:574] : INFO : Epoch 2026 | loss: 0.0312161 | val_loss: 0.0312228 | Time: 1622.84 ms
[2022-01-13 03:45:47 main:574] : INFO : Epoch 2027 | loss: 0.0312169 | val_loss: 0.0312229 | Time: 1612.62 ms
[2022-01-13 03:45:48 main:574] : INFO : Epoch 2028 | loss: 0.031219 | val_loss: 0.0312222 | Time: 1612.3 ms
[2022-01-13 03:45:50 main:574] : INFO : Epoch 2029 | loss: 0.0312167 | val_loss: 0.0312274 | Time: 1637.86 ms
[2022-01-13 03:45:52 main:574] : INFO : Epoch 2030 | loss: 0.031219 | val_loss: 0.0312219 | Time: 1574.08 ms
[2022-01-13 03:45:53 main:574] : INFO : Epoch 2031 | loss: 0.0312161 | val_loss: 0.0312212 | Time: 1565.38 ms
[2022-01-13 03:45:55 main:574] : INFO : Epoch 2032 | loss: 0.0312156 | val_loss: 0.0312204 | Time: 1567.88 ms
[2022-01-13 03:45:56 main:574] : INFO : Epoch 2033 | loss: 0.0312165 | val_loss: 0.0312226 | Time: 1591.56 ms
[2022-01-13 03:45:58 main:574] : INFO : Epoch 2034 | loss: 0.0312176 | val_loss: 0.0312212 | Time: 1585.59 ms
[2022-01-13 03:45:59 main:574] : INFO : Epoch 2035 | loss: 0.0312161 | val_loss: 0.031223 | Time: 1624.67 ms
[2022-01-13 03:46:01 main:574] : INFO : Epoch 2036 | loss: 0.0312179 | val_loss: 0.0312224 | Time: 1586.82 ms
[2022-01-13 03:46:03 main:574] : INFO : Epoch 2037 | loss: 0.031217 | val_loss: 0.0312207 | Time: 1554.67 ms
[2022-01-13 03:46:04 main:574] : INFO : Epoch 2038 | loss: 0.0312177 | val_loss: 0.0312282 | Time: 1561.65 ms
[2022-01-13 03:46:06 main:574] : INFO : Epoch 2039 | loss: 0.0312163 | val_loss: 0.0312221 | Time: 1607.62 ms
[2022-01-13 03:46:07 main:574] : INFO : Epoch 2040 | loss: 0.0312169 | val_loss: 0.0312217 | Time: 1594.98 ms
[2022-01-13 03:46:09 main:574] : INFO : Epoch 2041 | loss: 0.031217 | val_loss: 0.0312222 | Time: 1623.23 ms
[2022-01-13 03:46:11 main:574] : INFO : Epoch 2042 | loss: 0.03122 | val_loss: 0.0312242 | Time: 1592.81 ms
[2022-01-13 03:46:12 main:574] : INFO : Epoch 2043 | loss: 0.0312175 | val_loss: 0.0312211 | Time: 1577.93 ms
[2022-01-13 03:46:14 main:574] : INFO : Epoch 2044 | loss: 0.0312164 | val_loss: 0.0312211 | Time: 1588.77 ms
[2022-01-13 03:46:15 main:574] : INFO : Epoch 2045 | loss: 0.0312165 | val_loss: 0.0312207 | Time: 1598.91 ms
[2022-01-13 03:46:17 main:574] : INFO : Epoch 2046 | loss: 0.0312163 | val_loss: 0.0312209 | Time: 1598.61 ms
[2022-01-13 03:46:19 main:574] : INFO : Epoch 2047 | loss: 0.0312169 | val_loss: 0.031222 | Time: 1582.48 ms
[2022-01-13 03:46:20 main:574] : INFO : Epoch 2048 | loss: 0.031217 | val_loss: 0.031221 | Time: 1573.83 ms
[2022-01-13 03:46:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031221
[2022-01-13 03:46:20 main:603] : INFO : Saving end state to config to file
[2022-01-13 03:46:20 main:608] : INFO : Success, exiting..
03:46:20 (7396): 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)