Task 7502510
| Name | ParityModified-1631734895-20203-1_0 |
| Workunit | 5166528 |
| Created | 21 Sep 2021, 23:29:12 UTC |
| Sent | 26 Sep 2021, 19:54:13 UTC |
| Report deadline | 3 Oct 2021, 19:54:13 UTC |
| Received | 27 Sep 2021, 10:48:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8074 |
| Run time | 55 min 50 sec |
| CPU time | 55 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,455.40 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0312283 | val_loss: 0.0312265 | Time: 1614.17 ms
[2021-09-27 06:29:56 main:574] : INFO : Epoch 1543 | loss: 0.0312285 | val_loss: 0.031226 | Time: 1609.13 ms
[2021-09-27 06:29:58 main:574] : INFO : Epoch 1544 | loss: 0.0312287 | val_loss: 0.0312258 | Time: 1595.36 ms
[2021-09-27 06:29:59 main:574] : INFO : Epoch 1545 | loss: 0.0312307 | val_loss: 0.0312275 | Time: 1589.76 ms
[2021-09-27 06:30:01 main:574] : INFO : Epoch 1546 | loss: 0.0312307 | val_loss: 0.0312274 | Time: 1608.43 ms
[2021-09-27 06:30:02 main:574] : INFO : Epoch 1547 | loss: 0.031229 | val_loss: 0.0312258 | Time: 1615.8 ms
[2021-09-27 06:30:04 main:574] : INFO : Epoch 1548 | loss: 0.0312287 | val_loss: 0.0312255 | Time: 1643.12 ms
[2021-09-27 06:30:06 main:574] : INFO : Epoch 1549 | loss: 0.0312287 | val_loss: 0.031226 | Time: 1651.34 ms
[2021-09-27 06:30:07 main:574] : INFO : Epoch 1550 | loss: 0.0312282 | val_loss: 0.0312266 | Time: 1604.66 ms
[2021-09-27 06:30:09 main:574] : INFO : Epoch 1551 | loss: 0.0312289 | val_loss: 0.0312263 | Time: 1617.58 ms
[2021-09-27 06:30:11 main:574] : INFO : Epoch 1552 | loss: 0.03123 | val_loss: 0.0312251 | Time: 1626.36 ms
[2021-09-27 06:30:12 main:574] : INFO : Epoch 1553 | loss: 0.0312288 | val_loss: 0.0312267 | Time: 1625.27 ms
[2021-09-27 06:30:14 main:574] : INFO : Epoch 1554 | loss: 0.0312296 | val_loss: 0.0312269 | Time: 1632.63 ms
[2021-09-27 06:30:16 main:574] : INFO : Epoch 1555 | loss: 0.0312288 | val_loss: 0.0312252 | Time: 1609.86 ms
[2021-09-27 06:30:17 main:574] : INFO : Epoch 1556 | loss: 0.0312296 | val_loss: 0.0312259 | Time: 1636.39 ms
[2021-09-27 06:30:19 main:574] : INFO : Epoch 1557 | loss: 0.0312291 | val_loss: 0.0312272 | Time: 1614.89 ms
[2021-09-27 06:30:20 main:574] : INFO : Epoch 1558 | loss: 0.0312292 | val_loss: 0.0312277 | Time: 1626.8 ms
[2021-09-27 06:30:22 main:574] : INFO : Epoch 1559 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 1624.83 ms
[2021-09-27 06:30:24 main:574] : INFO : Epoch 1560 | loss: 0.0312284 | val_loss: 0.0312261 | Time: 1578.98 ms
[2021-09-27 06:30:25 main:574] : INFO : Epoch 1561 | loss: 0.0312287 | val_loss: 0.0312256 | Time: 1606.38 ms
[2021-09-27 06:30:27 main:574] : INFO : Epoch 1562 | loss: 0.0312281 | val_loss: 0.031225 | Time: 1599.5 ms
[2021-09-27 06:30:28 main:574] : INFO : Epoch 1563 | loss: 0.0312292 | val_loss: 0.031228 | Time: 1616.72 ms
[2021-09-27 06:30:30 main:574] : INFO : Epoch 1564 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 1621.61 ms
[2021-09-27 06:30:32 main:574] : INFO : Epoch 1565 | loss: 0.0312287 | val_loss: 0.0312259 | Time: 1639.93 ms
[2021-09-27 06:30:33 main:574] : INFO : Epoch 1566 | loss: 0.0312296 | val_loss: 0.0312281 | Time: 1632.02 ms
[2021-09-27 06:30:35 main:574] : INFO : Epoch 1567 | loss: 0.0312296 | val_loss: 0.0312261 | Time: 1607.44 ms
[2021-09-27 06:30:37 main:574] : INFO : Epoch 1568 | loss: 0.0312286 | val_loss: 0.0312266 | Time: 1594.81 ms
[2021-09-27 06:30:38 main:574] : INFO : Epoch 1569 | loss: 0.0312295 | val_loss: 0.0312269 | Time: 1623.72 ms
[2021-09-27 06:30:40 main:574] : INFO : Epoch 1570 | loss: 0.0312297 | val_loss: 0.0312261 | Time: 1642.06 ms
[2021-09-27 06:30:42 main:574] : INFO : Epoch 1571 | loss: 0.0312291 | val_loss: 0.0312252 | Time: 1605.27 ms
[2021-09-27 06:30:43 main:574] : INFO : Epoch 1572 | loss: 0.0312284 | val_loss: 0.0312255 | Time: 1616.39 ms
[2021-09-27 06:30:45 main:574] : INFO : Epoch 1573 | loss: 0.0312299 | val_loss: 0.0312329 | Time: 1627.33 ms
[2021-09-27 06:30:46 main:574] : INFO : Epoch 1574 | loss: 0.0312303 | val_loss: 0.0312259 | Time: 1635.65 ms
[2021-09-27 06:30:48 main:574] : INFO : Epoch 1575 | loss: 0.0312286 | val_loss: 0.0312257 | Time: 1594.06 ms
[2021-09-27 06:30:50 main:574] : INFO : Epoch 1576 | loss: 0.0312295 | val_loss: 0.0312266 | Time: 1615.34 ms
[2021-09-27 06:30:51 main:574] : INFO : Epoch 1577 | loss: 0.0312294 | val_loss: 0.0312259 | Time: 1632.63 ms
[2021-09-27 06:30:53 main:574] : INFO : Epoch 1578 | loss: 0.0312289 | val_loss: 0.0312263 | Time: 1605.88 ms
[2021-09-27 06:30:55 main:574] : INFO : Epoch 1579 | loss: 0.0312297 | val_loss: 0.0312274 | Time: 1625 ms
[2021-09-27 06:30:56 main:574] : INFO : Epoch 1580 | loss: 0.0312288 | val_loss: 0.0312273 | Time: 1611.39 ms
[2021-09-27 06:30:58 main:574] : INFO : Epoch 1581 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 1617.17 ms
[2021-09-27 06:30:59 main:574] : INFO : Epoch 1582 | loss: 0.0312297 | val_loss: 0.0312254 | Time: 1627.41 ms
[2021-09-27 06:31:01 main:574] : INFO : Epoch 1583 | loss: 0.0312312 | val_loss: 0.0312258 | Time: 1599.37 ms
[2021-09-27 06:31:03 main:574] : INFO : Epoch 1584 | loss: 0.0312298 | val_loss: 0.0312274 | Time: 1593.87 ms
[2021-09-27 06:31:04 main:574] : INFO : Epoch 1585 | loss: 0.0312298 | val_loss: 0.0312271 | Time: 1620.27 ms
[2021-09-27 06:31:06 main:574] : INFO : Epoch 1586 | loss: 0.0312285 | val_loss: 0.031225 | Time: 1622.26 ms
[2021-09-27 06:31:08 main:574] : INFO : Epoch 1587 | loss: 0.031229 | val_loss: 0.0312268 | Time: 1649.68 ms
[2021-09-27 06:31:09 main:574] : INFO : Epoch 1588 | loss: 0.0312293 | val_loss: 0.0312264 | Time: 1626.95 ms
[2021-09-27 06:31:11 main:574] : INFO : Epoch 1589 | loss: 0.0312309 | val_loss: 0.0312276 | Time: 1599.6 ms
[2021-09-27 06:31:12 main:574] : INFO : Epoch 1590 | loss: 0.03123 | val_loss: 0.0312256 | Time: 1606.9 ms
[2021-09-27 06:31:14 main:574] : INFO : Epoch 1591 | loss: 0.0312283 | val_loss: 0.0312271 | Time: 1631.87 ms
[2021-09-27 06:31:16 main:574] : INFO : Epoch 1592 | loss: 0.031231 | val_loss: 0.0312283 | Time: 1610.68 ms
[2021-09-27 06:31:17 main:574] : INFO : Epoch 1593 | loss: 0.0312295 | val_loss: 0.0312254 | Time: 1642.4 ms
[2021-09-27 06:31:19 main:574] : INFO : Epoch 1594 | loss: 0.0312293 | val_loss: 0.0312276 | Time: 1588.8 ms
[2021-09-27 06:31:21 main:574] : INFO : Epoch 1595 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 1631.21 ms
[2021-09-27 06:31:22 main:574] : INFO : Epoch 1596 | loss: 0.0312299 | val_loss: 0.0312277 | Time: 1656.76 ms
[2021-09-27 06:31:24 main:574] : INFO : Epoch 1597 | loss: 0.0312288 | val_loss: 0.031225 | Time: 1602.36 ms
[2021-09-27 06:31:25 main:574] : INFO : Epoch 1598 | loss: 0.0312284 | val_loss: 0.0312256 | Time: 1644.02 ms
[2021-09-27 06:31:27 main:574] : INFO : Epoch 1599 | loss: 0.031229 | val_loss: 0.0312251 | Time: 1638 ms
[2021-09-27 06:31:29 main:574] : INFO : Epoch 1600 | loss: 0.0312312 | val_loss: 0.0312254 | Time: 1632.81 ms
[2021-09-27 06:31:30 main:574] : INFO : Epoch 1601 | loss: 0.031229 | val_loss: 0.0312259 | Time: 1589.44 ms
[2021-09-27 06:31:32 main:574] : INFO : Epoch 1602 | loss: 0.0312293 | val_loss: 0.0312259 | Time: 1616.4 ms
[2021-09-27 06:31:34 main:574] : INFO : Epoch 1603 | loss: 0.0312281 | val_loss: 0.0312253 | Time: 1600.23 ms
[2021-09-27 06:31:35 main:574] : INFO : Epoch 1604 | loss: 0.0312302 | val_loss: 0.0312252 | Time: 1637.07 ms
[2021-09-27 06:31:37 main:574] : INFO : Epoch 1605 | loss: 0.0312297 | val_loss: 0.0312297 | Time: 1606.85 ms
[2021-09-27 06:31:38 main:574] : INFO : Epoch 1606 | loss: 0.0312301 | val_loss: 0.0312266 | Time: 1635.55 ms
[2021-09-27 06:31:40 main:574] : INFO : Epoch 1607 | loss: 0.0312297 | val_loss: 0.0312259 | Time: 1634.9 ms
[2021-09-27 06:31:42 main:574] : INFO : Epoch 1608 | loss: 0.0312326 | val_loss: 0.0312263 | Time: 1617.59 ms
[2021-09-27 06:31:43 main:574] : INFO : Epoch 1609 | loss: 0.0312322 | val_loss: 0.0312292 | Time: 1624.83 ms
[2021-09-27 06:31:45 main:574] : INFO : Epoch 1610 | loss: 0.0312331 | val_loss: 0.0312274 | Time: 1655.43 ms
[2021-09-27 06:31:47 main:574] : INFO : Epoch 1611 | loss: 0.0312291 | val_loss: 0.0312271 | Time: 1629.36 ms
[2021-09-27 06:31:48 main:574] : INFO : Epoch 1612 | loss: 0.0312289 | val_loss: 0.0312257 | Time: 1632.33 ms
[2021-09-27 06:31:50 main:574] : INFO : Epoch 1613 | loss: 0.0312298 | val_loss: 0.0312304 | Time: 1601.27 ms
[2021-09-27 06:31:52 main:574] : INFO : Epoch 1614 | loss: 0.0312322 | val_loss: 0.0312263 | Time: 1642.89 ms
[2021-09-27 06:31:53 main:574] : INFO : Epoch 1615 | loss: 0.0312325 | val_loss: 0.0312277 | Time: 1604.91 ms
[2021-09-27 06:31:55 main:574] : INFO : Epoch 1616 | loss: 0.0312321 | val_loss: 0.0312281 | Time: 1623.34 ms
[2021-09-27 06:31:56 main:574] : INFO : Epoch 1617 | loss: 0.0312297 | val_loss: 0.0312258 | Time: 1622.48 ms
[2021-09-27 06:31:58 main:574] : INFO : Epoch 1618 | loss: 0.0312284 | val_loss: 0.0312271 | Time: 1606.39 ms
[2021-09-27 06:32:00 main:574] : INFO : Epoch 1619 | loss: 0.0312299 | val_loss: 0.0312261 | Time: 1597.44 ms
[2021-09-27 06:32:01 main:574] : INFO : Epoch 1620 | loss: 0.031229 | val_loss: 0.0312256 | Time: 1615.03 ms
[2021-09-27 06:32:03 main:574] : INFO : Epoch 1621 | loss: 0.0312296 | val_loss: 0.0312272 | Time: 1638.87 ms
[2021-09-27 06:32:05 main:574] : INFO : Epoch 1622 | loss: 0.0312286 | val_loss: 0.0312251 | Time: 1640.61 ms
[2021-09-27 06:32:06 main:574] : INFO : Epoch 1623 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 1644.2 ms
[2021-09-27 06:32:08 main:574] : INFO : Epoch 1624 | loss: 0.0312295 | val_loss: 0.0312266 | Time: 1605.85 ms
[2021-09-27 06:32:10 main:574] : INFO : Epoch 1625 | loss: 0.0312288 | val_loss: 0.0312285 | Time: 1638.17 ms
[2021-09-27 06:32:11 main:574] : INFO : Epoch 1626 | loss: 0.0312328 | val_loss: 0.0312324 | Time: 1616.29 ms
[2021-09-27 06:32:13 main:574] : INFO : Epoch 1627 | loss: 0.0312312 | val_loss: 0.0312261 | Time: 1616.97 ms
[2021-09-27 06:32:14 main:574] : INFO : Epoch 1628 | loss: 0.0312287 | val_loss: 0.0312296 | Time: 1617.13 ms
[2021-09-27 06:32:16 main:574] : INFO : Epoch 1629 | loss: 0.0312291 | val_loss: 0.0312261 | Time: 1635.66 ms
[2021-09-27 06:32:18 main:574] : INFO : Epoch 1630 | loss: 0.0312282 | val_loss: 0.0312251 | Time: 1633.48 ms
[2021-09-27 06:32:19 main:574] : INFO : Epoch 1631 | loss: 0.0312286 | val_loss: 0.0312256 | Time: 1640.26 ms
[2021-09-27 06:32:21 main:574] : INFO : Epoch 1632 | loss: 0.0312286 | val_loss: 0.0312289 | Time: 1586.12 ms
[2021-09-27 06:32:23 main:574] : INFO : Epoch 1633 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 1646.49 ms
[2021-09-27 06:32:24 main:574] : INFO : Epoch 1634 | loss: 0.0312304 | val_loss: 0.0312262 | Time: 1645.99 ms
[2021-09-27 06:32:26 main:574] : INFO : Epoch 1635 | loss: 0.0312285 | val_loss: 0.0312269 | Time: 1648.49 ms
[2021-09-27 06:32:28 main:574] : INFO : Epoch 1636 | loss: 0.0312298 | val_loss: 0.0312297 | Time: 1620.51 ms
[2021-09-27 06:32:29 main:574] : INFO : Epoch 1637 | loss: 0.0312312 | val_loss: 0.0312308 | Time: 1634.24 ms
[2021-09-27 06:32:31 main:574] : INFO : Epoch 1638 | loss: 0.0312298 | val_loss: 0.0312324 | Time: 1616.53 ms
[2021-09-27 06:32:32 main:574] : INFO : Epoch 1639 | loss: 0.0312302 | val_loss: 0.0312267 | Time: 1605.48 ms
[2021-09-27 06:32:34 main:574] : INFO : Epoch 1640 | loss: 0.0312299 | val_loss: 0.0312297 | Time: 1622.93 ms
[2021-09-27 06:32:36 main:574] : INFO : Epoch 1641 | loss: 0.031229 | val_loss: 0.0312263 | Time: 1622.02 ms
[2021-09-27 06:32:37 main:574] : INFO : Epoch 1642 | loss: 0.0312327 | val_loss: 0.0312272 | Time: 1613.71 ms
[2021-09-27 06:32:39 main:574] : INFO : Epoch 1643 | loss: 0.0312307 | val_loss: 0.0312274 | Time: 1633.02 ms
[2021-09-27 06:32:41 main:574] : INFO : Epoch 1644 | loss: 0.0312285 | val_loss: 0.031226 | Time: 1631.59 ms
[2021-09-27 06:32:42 main:574] : INFO : Epoch 1645 | loss: 0.03123 | val_loss: 0.0312282 | Time: 1636.77 ms
[2021-09-27 06:32:44 main:574] : INFO : Epoch 1646 | loss: 0.0312303 | val_loss: 0.0312273 | Time: 1604.4 ms
[2021-09-27 06:32:45 main:574] : INFO : Epoch 1647 | loss: 0.0312305 | val_loss: 0.031227 | Time: 1621.44 ms
[2021-09-27 06:32:47 main:574] : INFO : Epoch 1648 | loss: 0.031229 | val_loss: 0.0312251 | Time: 1608.34 ms
[2021-09-27 06:32:49 main:574] : INFO : Epoch 1649 | loss: 0.0312286 | val_loss: 0.031225 | Time: 1625.1 ms
[2021-09-27 06:32:50 main:574] : INFO : Epoch 1650 | loss: 0.0312283 | val_loss: 0.0312255 | Time: 1651.68 ms
[2021-09-27 06:32:52 main:574] : INFO : Epoch 1651 | loss: 0.0312322 | val_loss: 0.0312294 | Time: 1624.69 ms
[2021-09-27 06:32:54 main:574] : INFO : Epoch 1652 | loss: 0.0312326 | val_loss: 0.0312326 | Time: 1630.58 ms
[2021-09-27 06:32:55 main:574] : INFO : Epoch 1653 | loss: 0.0312349 | val_loss: 0.0312391 | Time: 1621.59 ms
[2021-09-27 06:32:57 main:574] : INFO : Epoch 1654 | loss: 0.031235 | val_loss: 0.0312288 | Time: 1618.28 ms
[2021-09-27 06:32:59 main:574] : INFO : Epoch 1655 | loss: 0.0312297 | val_loss: 0.0312252 | Time: 1641.72 ms
[2021-09-27 06:33:00 main:574] : INFO : Epoch 1656 | loss: 0.0312295 | val_loss: 0.0312354 | Time: 1630.06 ms
[2021-09-27 06:33:02 main:574] : INFO : Epoch 1657 | loss: 0.0312352 | val_loss: 0.0312278 | Time: 1608.37 ms
[2021-09-27 06:33:03 main:574] : INFO : Epoch 1658 | loss: 0.0312307 | val_loss: 0.0312265 | Time: 1622.26 ms
[2021-09-27 06:33:05 main:574] : INFO : Epoch 1659 | loss: 0.0312296 | val_loss: 0.0312312 | Time: 1599.8 ms
[2021-09-27 06:33:07 main:574] : INFO : Epoch 1660 | loss: 0.0312304 | val_loss: 0.0312269 | Time: 1598.02 ms
[2021-09-27 06:33:08 main:574] : INFO : Epoch 1661 | loss: 0.0312292 | val_loss: 0.0312251 | Time: 1603.24 ms
[2021-09-27 06:33:10 main:574] : INFO : Epoch 1662 | loss: 0.0312288 | val_loss: 0.0312274 | Time: 1637.9 ms
[2021-09-27 06:33:12 main:574] : INFO : Epoch 1663 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 1648.26 ms
[2021-09-27 06:33:13 main:574] : INFO : Epoch 1664 | loss: 0.0312291 | val_loss: 0.0312252 | Time: 1644.67 ms
[2021-09-27 06:33:15 main:574] : INFO : Epoch 1665 | loss: 0.0312299 | val_loss: 0.0312271 | Time: 1608.91 ms
[2021-09-27 06:33:16 main:574] : INFO : Epoch 1666 | loss: 0.0312321 | val_loss: 0.0312304 | Time: 1604.74 ms
[2021-09-27 06:33:18 main:574] : INFO : Epoch 1667 | loss: 0.0312323 | val_loss: 0.0312357 | Time: 1657.09 ms
[2021-09-27 06:33:20 main:574] : INFO : Epoch 1668 | loss: 0.0312309 | val_loss: 0.0312257 | Time: 1594.28 ms
[2021-09-27 06:33:21 main:574] : INFO : Epoch 1669 | loss: 0.0312286 | val_loss: 0.031227 | Time: 1611.21 ms
[2021-09-27 06:33:23 main:574] : INFO : Epoch 1670 | loss: 0.0312297 | val_loss: 0.0312281 | Time: 1632.76 ms
[2021-09-27 06:33:25 main:574] : INFO : Epoch 1671 | loss: 0.0312311 | val_loss: 0.0312276 | Time: 1619.44 ms
[2021-09-27 06:33:26 main:574] : INFO : Epoch 1672 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 1613.22 ms
[2021-09-27 06:33:28 main:574] : INFO : Epoch 1673 | loss: 0.031232 | val_loss: 0.0312289 | Time: 1605.97 ms
[2021-09-27 06:33:29 main:574] : INFO : Epoch 1674 | loss: 0.0312296 | val_loss: 0.0312263 | Time: 1615.61 ms
[2021-09-27 06:33:31 main:574] : INFO : Epoch 1675 | loss: 0.0312283 | val_loss: 0.031225 | Time: 1600.39 ms
[2021-09-27 06:33:33 main:574] : INFO : Epoch 1676 | loss: 0.0312295 | val_loss: 0.0312254 | Time: 1621.23 ms
[2021-09-27 06:33:34 main:574] : INFO : Epoch 1677 | loss: 0.0312289 | val_loss: 0.0312257 | Time: 1635.8 ms
[2021-09-27 06:33:36 main:574] : INFO : Epoch 1678 | loss: 0.0312287 | val_loss: 0.0312253 | Time: 1649.01 ms
[2021-09-27 06:33:38 main:574] : INFO : Epoch 1679 | loss: 0.0312288 | val_loss: 0.0312269 | Time: 1609.76 ms
[2021-09-27 06:33:39 main:574] : INFO : Epoch 1680 | loss: 0.0312295 | val_loss: 0.0312248 | Time: 1608.77 ms
[2021-09-27 06:33:41 main:574] : INFO : Epoch 1681 | loss: 0.031229 | val_loss: 0.031228 | Time: 1634.09 ms
[2021-09-27 06:33:43 main:574] : INFO : Epoch 1682 | loss: 0.0312295 | val_loss: 0.0312262 | Time: 1606.05 ms
[2021-09-27 06:33:44 main:574] : INFO : Epoch 1683 | loss: 0.0312296 | val_loss: 0.0312277 | Time: 1600.12 ms
[2021-09-27 06:33:46 main:574] : INFO : Epoch 1684 | loss: 0.0312299 | val_loss: 0.031231 | Time: 1618.56 ms
[2021-09-27 06:33:47 main:574] : INFO : Epoch 1685 | loss: 0.0312299 | val_loss: 0.0312257 | Time: 1644.48 ms
[2021-09-27 06:33:49 main:574] : INFO : Epoch 1686 | loss: 0.0312294 | val_loss: 0.0312275 | Time: 1599.19 ms
[2021-09-27 06:33:51 main:574] : INFO : Epoch 1687 | loss: 0.031232 | val_loss: 0.0312303 | Time: 1629.86 ms
[2021-09-27 06:33:52 main:574] : INFO : Epoch 1688 | loss: 0.0312316 | val_loss: 0.0312282 | Time: 1628.47 ms
[2021-09-27 06:33:54 main:574] : INFO : Epoch 1689 | loss: 0.031232 | val_loss: 0.0312283 | Time: 1629.59 ms
[2021-09-27 06:33:56 main:574] : INFO : Epoch 1690 | loss: 0.0312334 | val_loss: 0.0312367 | Time: 1636.23 ms
[2021-09-27 06:33:57 main:574] : INFO : Epoch 1691 | loss: 0.0312325 | val_loss: 0.0312271 | Time: 1590.21 ms
[2021-09-27 06:33:59 main:574] : INFO : Epoch 1692 | loss: 0.031228 | val_loss: 0.0312257 | Time: 1621.27 ms
[2021-09-27 06:34:00 main:574] : INFO : Epoch 1693 | loss: 0.0312294 | val_loss: 0.0312261 | Time: 1636.1 ms
[2021-09-27 06:34:02 main:574] : INFO : Epoch 1694 | loss: 0.0312306 | val_loss: 0.031226 | Time: 1634.92 ms
[2021-09-27 06:34:04 main:574] : INFO : Epoch 1695 | loss: 0.0312304 | val_loss: 0.0312358 | Time: 1631.53 ms
[2021-09-27 06:34:05 main:574] : INFO : Epoch 1696 | loss: 0.0312317 | val_loss: 0.0312255 | Time: 1637.44 ms
[2021-09-27 06:34:07 main:574] : INFO : Epoch 1697 | loss: 0.0312288 | val_loss: 0.0312261 | Time: 1605.89 ms
[2021-09-27 06:34:09 main:574] : INFO : Epoch 1698 | loss: 0.0312308 | val_loss: 0.0312299 | Time: 1628.79 ms
[2021-09-27 06:34:10 main:574] : INFO : Epoch 1699 | loss: 0.0312296 | val_loss: 0.0312252 | Time: 1625.54 ms
[2021-09-27 06:34:12 main:574] : INFO : Epoch 1700 | loss: 0.0312294 | val_loss: 0.031228 | Time: 1591.42 ms
[2021-09-27 06:34:13 main:574] : INFO : Epoch 1701 | loss: 0.0312314 | val_loss: 0.0312283 | Time: 1632.81 ms
[2021-09-27 06:34:15 main:574] : INFO : Epoch 1702 | loss: 0.0312304 | val_loss: 0.0312266 | Time: 1633.02 ms
[2021-09-27 06:34:17 main:574] : INFO : Epoch 1703 | loss: 0.0312284 | val_loss: 0.0312253 | Time: 1622.91 ms
[2021-09-27 06:34:18 main:574] : INFO : Epoch 1704 | loss: 0.0312291 | val_loss: 0.0312251 | Time: 1600.75 ms
[2021-09-27 06:34:20 main:574] : INFO : Epoch 1705 | loss: 0.0312291 | val_loss: 0.0312261 | Time: 1629.41 ms
[2021-09-27 06:34:22 main:574] : INFO : Epoch 1706 | loss: 0.0312302 | val_loss: 0.0312286 | Time: 1619.37 ms
[2021-09-27 06:34:23 main:574] : INFO : Epoch 1707 | loss: 0.0312336 | val_loss: 0.0312284 | Time: 1644.58 ms
[2021-09-27 06:34:25 main:574] : INFO : Epoch 1708 | loss: 0.0312321 | val_loss: 0.0312279 | Time: 1596.22 ms
[2021-09-27 06:34:27 main:574] : INFO : Epoch 1709 | loss: 0.0312301 | val_loss: 0.0312267 | Time: 1598.7 ms
[2021-09-27 06:34:28 main:574] : INFO : Epoch 1710 | loss: 0.0312284 | val_loss: 0.0312259 | Time: 1618.74 ms
[2021-09-27 06:34:30 main:574] : INFO : Epoch 1711 | loss: 0.0312288 | val_loss: 0.031232 | Time: 1625.65 ms
[2021-09-27 06:34:31 main:574] : INFO : Epoch 1712 | loss: 0.0312311 | val_loss: 0.0312279 | Time: 1644.71 ms
[2021-09-27 06:34:33 main:574] : INFO : Epoch 1713 | loss: 0.0312297 | val_loss: 0.0312259 | Time: 1614.91 ms
[2021-09-27 06:34:35 main:574] : INFO : Epoch 1714 | loss: 0.0312286 | val_loss: 0.0312258 | Time: 1622.34 ms
[2021-09-27 06:34:36 main:574] : INFO : Epoch 1715 | loss: 0.0312303 | val_loss: 0.0312268 | Time: 1602.01 ms
[2021-09-27 06:34:38 main:574] : INFO : Epoch 1716 | loss: 0.0312285 | val_loss: 0.0312254 | Time: 1626.38 ms
[2021-09-27 06:34:40 main:574] : INFO : Epoch 1717 | loss: 0.0312291 | val_loss: 0.0312251 | Time: 1636.15 ms
[2021-09-27 06:34:41 main:574] : INFO : Epoch 1718 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 1622.78 ms
[2021-09-27 06:34:43 main:574] : INFO : Epoch 1719 | loss: 0.031229 | val_loss: 0.0312314 | Time: 1614.15 ms
[2021-09-27 06:34:44 main:574] : INFO : Epoch 1720 | loss: 0.0312294 | val_loss: 0.031231 | Time: 1633.86 ms
[2021-09-27 06:34:46 main:574] : INFO : Epoch 1721 | loss: 0.03123 | val_loss: 0.0312304 | Time: 1623.25 ms
[2021-09-27 06:34:48 main:574] : INFO : Epoch 1722 | loss: 0.031229 | val_loss: 0.0312258 | Time: 1645.68 ms
[2021-09-27 06:34:49 main:574] : INFO : Epoch 1723 | loss: 0.0312295 | val_loss: 0.0312256 | Time: 1616.9 ms
[2021-09-27 06:34:51 main:574] : INFO : Epoch 1724 | loss: 0.0312285 | val_loss: 0.0312261 | Time: 1618.53 ms
[2021-09-27 06:34:53 main:574] : INFO : Epoch 1725 | loss: 0.0312313 | val_loss: 0.0312279 | Time: 1618.68 ms
[2021-09-27 06:34:54 main:574] : INFO : Epoch 1726 | loss: 0.0312313 | val_loss: 0.0312283 | Time: 1627.45 ms
[2021-09-27 06:34:56 main:574] : INFO : Epoch 1727 | loss: 0.0312334 | val_loss: 0.0312379 | Time: 1632.89 ms
[2021-09-27 06:34:58 main:574] : INFO : Epoch 1728 | loss: 0.0312375 | val_loss: 0.0312307 | Time: 1604.51 ms
[2021-09-27 06:34:59 main:574] : INFO : Epoch 1729 | loss: 0.0312313 | val_loss: 0.031226 | Time: 1633.66 ms
[2021-09-27 06:35:01 main:574] : INFO : Epoch 1730 | loss: 0.0312287 | val_loss: 0.0312275 | Time: 1617.37 ms
[2021-09-27 06:35:02 main:574] : INFO : Epoch 1731 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 1638.51 ms
[2021-09-27 06:35:04 main:574] : INFO : Epoch 1732 | loss: 0.0312303 | val_loss: 0.0312305 | Time: 1607.62 ms
[2021-09-27 06:35:06 main:574] : INFO : Epoch 1733 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1632.35 ms
[2021-09-27 06:35:07 main:574] : INFO : Epoch 1734 | loss: 0.0312338 | val_loss: 0.0312286 | Time: 1633.01 ms
[2021-09-27 06:35:09 main:574] : INFO : Epoch 1735 | loss: 0.0312316 | val_loss: 0.0312259 | Time: 1601.25 ms
[2021-09-27 06:35:11 main:574] : INFO : Epoch 1736 | loss: 0.0312294 | val_loss: 0.0312268 | Time: 1623.71 ms
[2021-09-27 06:35:12 main:574] : INFO : Epoch 1737 | loss: 0.0312307 | val_loss: 0.0312294 | Time: 1639.13 ms
[2021-09-27 06:35:14 main:574] : INFO : Epoch 1738 | loss: 0.0312316 | val_loss: 0.0312275 | Time: 1628.13 ms
[2021-09-27 06:35:15 main:574] : INFO : Epoch 1739 | loss: 0.0312309 | val_loss: 0.0312262 | Time: 1623.68 ms
[2021-09-27 06:35:17 main:574] : INFO : Epoch 1740 | loss: 0.0312304 | val_loss: 0.0312293 | Time: 1628.86 ms
[2021-09-27 06:35:19 main:574] : INFO : Epoch 1741 | loss: 0.0312305 | val_loss: 0.0312257 | Time: 1646.59 ms
[2021-09-27 06:35:20 main:574] : INFO : Epoch 1742 | loss: 0.0312288 | val_loss: 0.0312281 | Time: 1634.4 ms
[2021-09-27 06:35:22 main:574] : INFO : Epoch 1743 | loss: 0.0312301 | val_loss: 0.0312273 | Time: 1638.75 ms
[2021-09-27 06:35:24 main:574] : INFO : Epoch 1744 | loss: 0.0312305 | val_loss: 0.0312315 | Time: 1607.06 ms
[2021-09-27 06:35:25 main:574] : INFO : Epoch 1745 | loss: 0.03123 | val_loss: 0.0312266 | Time: 1601.21 ms
[2021-09-27 06:35:27 main:574] : INFO : Epoch 1746 | loss: 0.0312291 | val_loss: 0.0312254 | Time: 1640.32 ms
[2021-09-27 06:35:29 main:574] : INFO : Epoch 1747 | loss: 0.0312286 | val_loss: 0.0312252 | Time: 1636.97 ms
[2021-09-27 06:35:30 main:574] : INFO : Epoch 1748 | loss: 0.0312308 | val_loss: 0.0312296 | Time: 1579.89 ms
[2021-09-27 06:35:32 main:574] : INFO : Epoch 1749 | loss: 0.0312295 | val_loss: 0.0312249 | Time: 1616.73 ms
[2021-09-27 06:35:33 main:574] : INFO : Epoch 1750 | loss: 0.0312298 | val_loss: 0.0312265 | Time: 1605.29 ms
[2021-09-27 06:35:35 main:574] : INFO : Epoch 1751 | loss: 0.0312282 | val_loss: 0.0312249 | Time: 1637.06 ms
[2021-09-27 06:35:37 main:574] : INFO : Epoch 1752 | loss: 0.0312286 | val_loss: 0.031226 | Time: 1599.55 ms
[2021-09-27 06:35:38 main:574] : INFO : Epoch 1753 | loss: 0.0312303 | val_loss: 0.0312339 | Time: 1636.27 ms
[2021-09-27 06:35:40 main:574] : INFO : Epoch 1754 | loss: 0.0312304 | val_loss: 0.0312266 | Time: 1588.63 ms
[2021-09-27 06:35:42 main:574] : INFO : Epoch 1755 | loss: 0.031229 | val_loss: 0.0312292 | Time: 1612.06 ms
[2021-09-27 06:35:43 main:574] : INFO : Epoch 1756 | loss: 0.0312304 | val_loss: 0.0312276 | Time: 1631.1 ms
[2021-09-27 06:35:45 main:574] : INFO : Epoch 1757 | loss: 0.0312291 | val_loss: 0.0312278 | Time: 1624.46 ms
[2021-09-27 06:35:46 main:574] : INFO : Epoch 1758 | loss: 0.0312302 | val_loss: 0.0312278 | Time: 1597.25 ms
[2021-09-27 06:35:48 main:574] : INFO : Epoch 1759 | loss: 0.0312286 | val_loss: 0.0312299 | Time: 1605.77 ms
[2021-09-27 06:35:50 main:574] : INFO : Epoch 1760 | loss: 0.0312303 | val_loss: 0.0312308 | Time: 1608.01 ms
[2021-09-27 06:35:51 main:574] : INFO : Epoch 1761 | loss: 0.0312289 | val_loss: 0.0312258 | Time: 1625.71 ms
[2021-09-27 06:35:53 main:574] : INFO : Epoch 1762 | loss: 0.0312303 | val_loss: 0.0312289 | Time: 1614.5 ms
[2021-09-27 06:35:55 main:574] : INFO : Epoch 1763 | loss: 0.0312289 | val_loss: 0.0312254 | Time: 1622.95 ms
[2021-09-27 06:35:56 main:574] : INFO : Epoch 1764 | loss: 0.0312283 | val_loss: 0.0312267 | Time: 1633.9 ms
[2021-09-27 06:35:58 main:574] : INFO : Epoch 1765 | loss: 0.0312292 | val_loss: 0.0312248 | Time: 1638.76 ms
[2021-09-27 06:35:59 main:574] : INFO : Epoch 1766 | loss: 0.0312297 | val_loss: 0.0312265 | Time: 1622.2 ms
[2021-09-27 06:36:01 main:574] : INFO : Epoch 1767 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 1606.58 ms
[2021-09-27 06:36:03 main:574] : INFO : Epoch 1768 | loss: 0.0312299 | val_loss: 0.0312272 | Time: 1616.41 ms
[2021-09-27 06:36:04 main:574] : INFO : Epoch 1769 | loss: 0.0312286 | val_loss: 0.0312266 | Time: 1615.7 ms
[2021-09-27 06:36:06 main:574] : INFO : Epoch 1770 | loss: 0.0312308 | val_loss: 0.0312265 | Time: 1631.26 ms
[2021-09-27 06:36:08 main:574] : INFO : Epoch 1771 | loss: 0.0312295 | val_loss: 0.031229 | Time: 1608.24 ms
[2021-09-27 06:36:09 main:574] : INFO : Epoch 1772 | loss: 0.0312297 | val_loss: 0.0312293 | Time: 1613.55 ms
[2021-09-27 06:36:11 main:574] : INFO : Epoch 1773 | loss: 0.0312293 | val_loss: 0.031225 | Time: 1607.13 ms
[2021-09-27 06:36:12 main:574] : INFO : Epoch 1774 | loss: 0.0312281 | val_loss: 0.0312243 | Time: 1602.29 ms
[2021-09-27 06:36:14 main:574] : INFO : Epoch 1775 | loss: 0.0312288 | val_loss: 0.0312323 | Time: 1613.85 ms
[2021-09-27 06:36:16 main:574] : INFO : Epoch 1776 | loss: 0.0312286 | val_loss: 0.0312262 | Time: 1620.71 ms
[2021-09-27 06:36:17 main:574] : INFO : Epoch 1777 | loss: 0.0312304 | val_loss: 0.0312256 | Time: 1614.24 ms
[2021-09-27 06:36:19 main:574] : INFO : Epoch 1778 | loss: 0.0312292 | val_loss: 0.0312294 | Time: 1641 ms
[2021-09-27 06:36:21 main:574] : INFO : Epoch 1779 | loss: 0.0312278 | val_loss: 0.0312368 | Time: 1615.32 ms
[2021-09-27 06:36:22 main:574] : INFO : Epoch 1780 | loss: 0.0312299 | val_loss: 0.031226 | Time: 1636.01 ms
[2021-09-27 06:36:24 main:574] : INFO : Epoch 1781 | loss: 0.0312291 | val_loss: 0.0312372 | Time: 1643.34 ms
[2021-09-27 06:36:25 main:574] : INFO : Epoch 1782 | loss: 0.0312326 | val_loss: 0.0312262 | Time: 1621.26 ms
[2021-09-27 06:36:27 main:574] : INFO : Epoch 1783 | loss: 0.0312284 | val_loss: 0.0312251 | Time: 1620.73 ms
[2021-09-27 06:36:29 main:574] : INFO : Epoch 1784 | loss: 0.0312272 | val_loss: 0.0312247 | Time: 1608.65 ms
[2021-09-27 06:36:30 main:574] : INFO : Epoch 1785 | loss: 0.0312304 | val_loss: 0.031226 | Time: 1610.59 ms
[2021-09-27 06:36:32 main:574] : INFO : Epoch 1786 | loss: 0.0312321 | val_loss: 0.0312268 | Time: 1627.88 ms
[2021-09-27 06:36:34 main:574] : INFO : Epoch 1787 | loss: 0.0312316 | val_loss: 0.0312256 | Time: 1591.4 ms
[2021-09-27 06:36:35 main:574] : INFO : Epoch 1788 | loss: 0.0312274 | val_loss: 0.0312252 | Time: 1607.55 ms
[2021-09-27 06:36:37 main:574] : INFO : Epoch 1789 | loss: 0.0312273 | val_loss: 0.0312258 | Time: 1629.99 ms
[2021-09-27 06:36:38 main:574] : INFO : Epoch 1790 | loss: 0.031234 | val_loss: 0.0312371 | Time: 1618.42 ms
[2021-09-27 06:36:40 main:574] : INFO : Epoch 1791 | loss: 0.0312321 | val_loss: 0.0312275 | Time: 1628.04 ms
[2021-09-27 06:36:42 main:574] : INFO : Epoch 1792 | loss: 0.0312304 | val_loss: 0.0312273 | Time: 1623.33 ms
[2021-09-27 06:36:43 main:574] : INFO : Epoch 1793 | loss: 0.031233 | val_loss: 0.0312317 | Time: 1639.67 ms
[2021-09-27 06:36:45 main:574] : INFO : Epoch 1794 | loss: 0.0312311 | val_loss: 0.0312403 | Time: 1637.01 ms
[2021-09-27 06:36:47 main:574] : INFO : Epoch 1795 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 1626.36 ms
[2021-09-27 06:36:48 main:574] : INFO : Epoch 1796 | loss: 0.031233 | val_loss: 0.0312269 | Time: 1617.67 ms
[2021-09-27 06:36:50 main:574] : INFO : Epoch 1797 | loss: 0.0312314 | val_loss: 0.031228 | Time: 1617.9 ms
[2021-09-27 06:36:52 main:574] : INFO : Epoch 1798 | loss: 0.0312334 | val_loss: 0.031237 | Time: 1630.85 ms
[2021-09-27 06:36:53 main:574] : INFO : Epoch 1799 | loss: 0.0312321 | val_loss: 0.0312261 | Time: 1637 ms
[2021-09-27 06:36:55 main:574] : INFO : Epoch 1800 | loss: 0.0312321 | val_loss: 0.0312271 | Time: 1612.66 ms
[2021-09-27 06:36:56 main:574] : INFO : Epoch 1801 | loss: 0.0312283 | val_loss: 0.0312249 | Time: 1634 ms
[2021-09-27 06:36:58 main:574] : INFO : Epoch 1802 | loss: 0.0312268 | val_loss: 0.0312246 | Time: 1647.31 ms
[2021-09-27 06:37:00 main:574] : INFO : Epoch 1803 | loss: 0.0312273 | val_loss: 0.0312241 | Time: 1616.64 ms
[2021-09-27 06:37:01 main:574] : INFO : Epoch 1804 | loss: 0.031228 | val_loss: 0.0312286 | Time: 1610.59 ms
[2021-09-27 06:37:03 main:574] : INFO : Epoch 1805 | loss: 0.0312283 | val_loss: 0.0312241 | Time: 1606.47 ms
[2021-09-27 06:37:05 main:574] : INFO : Epoch 1806 | loss: 0.0312326 | val_loss: 0.0312279 | Time: 1626.98 ms
[2021-09-27 06:37:06 main:574] : INFO : Epoch 1807 | loss: 0.0312299 | val_loss: 0.0312267 | Time: 1609.43 ms
[2021-09-27 06:37:08 main:574] : INFO : Epoch 1808 | loss: 0.0312285 | val_loss: 0.0312257 | Time: 1635.8 ms
[2021-09-27 06:37:10 main:574] : INFO : Epoch 1809 | loss: 0.0312274 | val_loss: 0.0312254 | Time: 1607.43 ms
[2021-09-27 06:37:11 main:574] : INFO : Epoch 1810 | loss: 0.0312276 | val_loss: 0.0312239 | Time: 1624.33 ms
[2021-09-27 06:37:13 main:574] : INFO : Epoch 1811 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 1638.78 ms
[2021-09-27 06:37:14 main:574] : INFO : Epoch 1812 | loss: 0.031228 | val_loss: 0.0312263 | Time: 1625.35 ms
[2021-09-27 06:37:16 main:574] : INFO : Epoch 1813 | loss: 0.0312285 | val_loss: 0.0312252 | Time: 1635.47 ms
[2021-09-27 06:37:18 main:574] : INFO : Epoch 1814 | loss: 0.0312277 | val_loss: 0.0312245 | Time: 1616.38 ms
[2021-09-27 06:37:19 main:574] : INFO : Epoch 1815 | loss: 0.0312294 | val_loss: 0.0312298 | Time: 1644.86 ms
[2021-09-27 06:37:21 main:574] : INFO : Epoch 1816 | loss: 0.0312297 | val_loss: 0.0312297 | Time: 1620.09 ms
[2021-09-27 06:37:23 main:574] : INFO : Epoch 1817 | loss: 0.0312294 | val_loss: 0.0312246 | Time: 1589.24 ms
[2021-09-27 06:37:24 main:574] : INFO : Epoch 1818 | loss: 0.0312286 | val_loss: 0.0312269 | Time: 1659.58 ms
[2021-09-27 06:37:26 main:574] : INFO : Epoch 1819 | loss: 0.0312289 | val_loss: 0.0312262 | Time: 1628.14 ms
[2021-09-27 06:37:27 main:574] : INFO : Epoch 1820 | loss: 0.0312298 | val_loss: 0.0312294 | Time: 1618.8 ms
[2021-09-27 06:37:29 main:574] : INFO : Epoch 1821 | loss: 0.0312309 | val_loss: 0.0312288 | Time: 1593.75 ms
[2021-09-27 06:37:31 main:574] : INFO : Epoch 1822 | loss: 0.0312304 | val_loss: 0.0312255 | Time: 1625.24 ms
[2021-09-27 06:37:32 main:574] : INFO : Epoch 1823 | loss: 0.0312309 | val_loss: 0.0312286 | Time: 1634.2 ms
[2021-09-27 06:37:34 main:574] : INFO : Epoch 1824 | loss: 0.0312397 | val_loss: 0.031232 | Time: 1603.85 ms
[2021-09-27 06:37:36 main:574] : INFO : Epoch 1825 | loss: 0.0312296 | val_loss: 0.0312249 | Time: 1613.08 ms
[2021-09-27 06:37:37 main:574] : INFO : Epoch 1826 | loss: 0.0312269 | val_loss: 0.0312299 | Time: 1664.7 ms
[2021-09-27 06:37:39 main:574] : INFO : Epoch 1827 | loss: 0.0312281 | val_loss: 0.0312242 | Time: 1648.59 ms
[2021-09-27 06:37:41 main:574] : INFO : Epoch 1828 | loss: 0.0312305 | val_loss: 0.0312259 | Time: 1641.59 ms
[2021-09-27 06:37:42 main:574] : INFO : Epoch 1829 | loss: 0.0312316 | val_loss: 0.0312268 | Time: 1631.42 ms
[2021-09-27 06:37:44 main:574] : INFO : Epoch 1830 | loss: 0.0312338 | val_loss: 0.0312271 | Time: 1618.79 ms
[2021-09-27 06:37:45 main:574] : INFO : Epoch 1831 | loss: 0.031232 | val_loss: 0.0312322 | Time: 1622.19 ms
[2021-09-27 06:37:47 main:574] : INFO : Epoch 1832 | loss: 0.0312302 | val_loss: 0.0312259 | Time: 1595.04 ms
[2021-09-27 06:37:49 main:574] : INFO : Epoch 1833 | loss: 0.0312272 | val_loss: 0.0312253 | Time: 1612.58 ms
[2021-09-27 06:37:50 main:574] : INFO : Epoch 1834 | loss: 0.0312279 | val_loss: 0.0312241 | Time: 1624.29 ms
[2021-09-27 06:37:52 main:574] : INFO : Epoch 1835 | loss: 0.031231 | val_loss: 0.0312279 | Time: 1646.56 ms
[2021-09-27 06:37:54 main:574] : INFO : Epoch 1836 | loss: 0.0312355 | val_loss: 0.0312386 | Time: 1610.65 ms
[2021-09-27 06:37:55 main:574] : INFO : Epoch 1837 | loss: 0.031234 | val_loss: 0.0312317 | Time: 1638.3 ms
[2021-09-27 06:37:57 main:574] : INFO : Epoch 1838 | loss: 0.031234 | val_loss: 0.0312301 | Time: 1612.15 ms
[2021-09-27 06:37:59 main:574] : INFO : Epoch 1839 | loss: 0.0312287 | val_loss: 0.0312298 | Time: 1628.96 ms
[2021-09-27 06:38:00 main:574] : INFO : Epoch 1840 | loss: 0.0312273 | val_loss: 0.0312247 | Time: 1619.37 ms
[2021-09-27 06:38:02 main:574] : INFO : Epoch 1841 | loss: 0.0312275 | val_loss: 0.0312261 | Time: 1625.1 ms
[2021-09-27 06:38:03 main:574] : INFO : Epoch 1842 | loss: 0.0312273 | val_loss: 0.0312246 | Time: 1616.41 ms
[2021-09-27 06:38:05 main:574] : INFO : Epoch 1843 | loss: 0.0312275 | val_loss: 0.0312242 | Time: 1631.41 ms
[2021-09-27 06:38:07 main:574] : INFO : Epoch 1844 | loss: 0.0312286 | val_loss: 0.0312303 | Time: 1636.2 ms
[2021-09-27 06:38:08 main:574] : INFO : Epoch 1845 | loss: 0.0312314 | val_loss: 0.0312254 | Time: 1638.51 ms
[2021-09-27 06:38:10 main:574] : INFO : Epoch 1846 | loss: 0.0312289 | val_loss: 0.0312258 | Time: 1597.2 ms
[2021-09-27 06:38:12 main:574] : INFO : Epoch 1847 | loss: 0.0312272 | val_loss: 0.0312242 | Time: 1611.9 ms
[2021-09-27 06:38:13 main:574] : INFO : Epoch 1848 | loss: 0.0312281 | val_loss: 0.0312259 | Time: 1634 ms
[2021-09-27 06:38:15 main:574] : INFO : Epoch 1849 | loss: 0.0312298 | val_loss: 0.0312268 | Time: 1596.05 ms
[2021-09-27 06:38:16 main:574] : INFO : Epoch 1850 | loss: 0.0312278 | val_loss: 0.0312243 | Time: 1582.76 ms
[2021-09-27 06:38:18 main:574] : INFO : Epoch 1851 | loss: 0.0312277 | val_loss: 0.0312252 | Time: 1642.88 ms
[2021-09-27 06:38:20 main:574] : INFO : Epoch 1852 | loss: 0.0312295 | val_loss: 0.0312256 | Time: 1630.69 ms
[2021-09-27 06:38:21 main:574] : INFO : Epoch 1853 | loss: 0.0312282 | val_loss: 0.0312288 | Time: 1624.21 ms
[2021-09-27 06:38:23 main:574] : INFO : Epoch 1854 | loss: 0.0312275 | val_loss: 0.0312253 | Time: 1637.72 ms
[2021-09-27 06:38:25 main:574] : INFO : Epoch 1855 | loss: 0.0312277 | val_loss: 0.0312276 | Time: 1606.11 ms
[2021-09-27 06:38:26 main:574] : INFO : Epoch 1856 | loss: 0.0312283 | val_loss: 0.0312251 | Time: 1598.75 ms
[2021-09-27 06:38:28 main:574] : INFO : Epoch 1857 | loss: 0.0312274 | val_loss: 0.0312246 | Time: 1640.54 ms
[2021-09-27 06:38:30 main:574] : INFO : Epoch 1858 | loss: 0.031227 | val_loss: 0.0312241 | Time: 1644.84 ms
[2021-09-27 06:38:31 main:574] : INFO : Epoch 1859 | loss: 0.0312275 | val_loss: 0.031228 | Time: 1634.51 ms
[2021-09-27 06:38:33 main:574] : INFO : Epoch 1860 | loss: 0.0312317 | val_loss: 0.0312327 | Time: 1598.98 ms
[2021-09-27 06:38:34 main:574] : INFO : Epoch 1861 | loss: 0.0312295 | val_loss: 0.031228 | Time: 1632.02 ms
[2021-09-27 06:38:36 main:574] : INFO : Epoch 1862 | loss: 0.0312279 | val_loss: 0.0312337 | Time: 1625.24 ms
[2021-09-27 06:38:38 main:574] : INFO : Epoch 1863 | loss: 0.0312306 | val_loss: 0.0312309 | Time: 1613.89 ms
[2021-09-27 06:38:39 main:574] : INFO : Epoch 1864 | loss: 0.0312305 | val_loss: 0.0312256 | Time: 1656.39 ms
[2021-09-27 06:38:41 main:574] : INFO : Epoch 1865 | loss: 0.0312268 | val_loss: 0.0312253 | Time: 1638.57 ms
[2021-09-27 06:38:43 main:574] : INFO : Epoch 1866 | loss: 0.0312266 | val_loss: 0.031224 | Time: 1622.85 ms
[2021-09-27 06:38:44 main:574] : INFO : Epoch 1867 | loss: 0.0312267 | val_loss: 0.031224 | Time: 1587.61 ms
[2021-09-27 06:38:46 main:574] : INFO : Epoch 1868 | loss: 0.0312284 | val_loss: 0.0312246 | Time: 1616.69 ms
[2021-09-27 06:38:47 main:574] : INFO : Epoch 1869 | loss: 0.0312287 | val_loss: 0.0312239 | Time: 1614.66 ms
[2021-09-27 06:38:49 main:574] : INFO : Epoch 1870 | loss: 0.0312288 | val_loss: 0.031229 | Time: 1616.84 ms
[2021-09-27 06:38:51 main:574] : INFO : Epoch 1871 | loss: 0.0312285 | val_loss: 0.0312311 | Time: 1606.53 ms
[2021-09-27 06:38:52 main:574] : INFO : Epoch 1872 | loss: 0.0312277 | val_loss: 0.0312277 | Time: 1637.9 ms
[2021-09-27 06:38:54 main:574] : INFO : Epoch 1873 | loss: 0.0312269 | val_loss: 0.0312273 | Time: 1641.95 ms
[2021-09-27 06:38:56 main:574] : INFO : Epoch 1874 | loss: 0.0312333 | val_loss: 0.0312305 | Time: 1635.31 ms
[2021-09-27 06:38:57 main:574] : INFO : Epoch 1875 | loss: 0.0312317 | val_loss: 0.0312298 | Time: 1637.63 ms
[2021-09-27 06:38:59 main:574] : INFO : Epoch 1876 | loss: 0.0312282 | val_loss: 0.0312263 | Time: 1626.71 ms
[2021-09-27 06:39:01 main:574] : INFO : Epoch 1877 | loss: 0.0312315 | val_loss: 0.0312309 | Time: 1619.94 ms
[2021-09-27 06:39:02 main:574] : INFO : Epoch 1878 | loss: 0.0312309 | val_loss: 0.031224 | Time: 1602.08 ms
[2021-09-27 06:39:04 main:574] : INFO : Epoch 1879 | loss: 0.0312266 | val_loss: 0.0312245 | Time: 1640.58 ms
[2021-09-27 06:39:05 main:574] : INFO : Epoch 1880 | loss: 0.031228 | val_loss: 0.0312236 | Time: 1630.39 ms
[2021-09-27 06:39:07 main:574] : INFO : Epoch 1881 | loss: 0.0312271 | val_loss: 0.0312262 | Time: 1613.3 ms
[2021-09-27 06:39:09 main:574] : INFO : Epoch 1882 | loss: 0.0312275 | val_loss: 0.0312309 | Time: 1637.98 ms
[2021-09-27 06:39:10 main:574] : INFO : Epoch 1883 | loss: 0.0312297 | val_loss: 0.0312243 | Time: 1626.08 ms
[2021-09-27 06:39:12 main:574] : INFO : Epoch 1884 | loss: 0.0312263 | val_loss: 0.0312246 | Time: 1607.31 ms
[2021-09-27 06:39:14 main:574] : INFO : Epoch 1885 | loss: 0.0312279 | val_loss: 0.031225 | Time: 1605.67 ms
[2021-09-27 06:39:15 main:574] : INFO : Epoch 1886 | loss: 0.0312268 | val_loss: 0.031224 | Time: 1605.67 ms
[2021-09-27 06:39:17 main:574] : INFO : Epoch 1887 | loss: 0.0312263 | val_loss: 0.0312248 | Time: 1635.79 ms
[2021-09-27 06:39:18 main:574] : INFO : Epoch 1888 | loss: 0.0312276 | val_loss: 0.0312237 | Time: 1640.71 ms
[2021-09-27 06:39:20 main:574] : INFO : Epoch 1889 | loss: 0.0312279 | val_loss: 0.0312281 | Time: 1649.6 ms
[2021-09-27 06:39:22 main:574] : INFO : Epoch 1890 | loss: 0.0312283 | val_loss: 0.0312238 | Time: 1621.88 ms
[2021-09-27 06:39:23 main:574] : INFO : Epoch 1891 | loss: 0.0312286 | val_loss: 0.0312304 | Time: 1619.39 ms
[2021-09-27 06:39:25 main:574] : INFO : Epoch 1892 | loss: 0.0312305 | val_loss: 0.0312261 | Time: 1618.49 ms
[2021-09-27 06:39:27 main:574] : INFO : Epoch 1893 | loss: 0.0312293 | val_loss: 0.0312244 | Time: 1625.62 ms
[2021-09-27 06:39:28 main:574] : INFO : Epoch 1894 | loss: 0.0312267 | val_loss: 0.0312251 | Time: 1635.43 ms
[2021-09-27 06:39:30 main:574] : INFO : Epoch 1895 | loss: 0.0312268 | val_loss: 0.0312242 | Time: 1629.4 ms
[2021-09-27 06:39:32 main:574] : INFO : Epoch 1896 | loss: 0.0312267 | val_loss: 0.0312245 | Time: 1606.9 ms
[2021-09-27 06:39:33 main:574] : INFO : Epoch 1897 | loss: 0.0312269 | val_loss: 0.0312242 | Time: 1633.02 ms
[2021-09-27 06:39:35 main:574] : INFO : Epoch 1898 | loss: 0.0312265 | val_loss: 0.0312251 | Time: 1629.65 ms
[2021-09-27 06:39:36 main:574] : INFO : Epoch 1899 | loss: 0.0312276 | val_loss: 0.0312259 | Time: 1631.16 ms
[2021-09-27 06:39:38 main:574] : INFO : Epoch 1900 | loss: 0.0312281 | val_loss: 0.0312236 | Time: 1632.64 ms
[2021-09-27 06:39:40 main:574] : INFO : Epoch 1901 | loss: 0.0312275 | val_loss: 0.0312244 | Time: 1601.78 ms
[2021-09-27 06:39:41 main:574] : INFO : Epoch 1902 | loss: 0.0312262 | val_loss: 0.0312265 | Time: 1630.29 ms
[2021-09-27 06:39:43 main:574] : INFO : Epoch 1903 | loss: 0.0312281 | val_loss: 0.0312256 | Time: 1648.41 ms
[2021-09-27 06:39:45 main:574] : INFO : Epoch 1904 | loss: 0.0312283 | val_loss: 0.0312241 | Time: 1642.02 ms
[2021-09-27 06:39:46 main:574] : INFO : Epoch 1905 | loss: 0.0312262 | val_loss: 0.031228 | Time: 1646.33 ms
[2021-09-27 06:39:48 main:574] : INFO : Epoch 1906 | loss: 0.0312301 | val_loss: 0.0312268 | Time: 1623.42 ms
[2021-09-27 06:39:50 main:574] : INFO : Epoch 1907 | loss: 0.0312283 | val_loss: 0.0312269 | Time: 1611.83 ms
[2021-09-27 06:39:51 main:574] : INFO : Epoch 1908 | loss: 0.0312284 | val_loss: 0.0312243 | Time: 1626.04 ms
[2021-09-27 06:39:53 main:574] : INFO : Epoch 1909 | loss: 0.0312269 | val_loss: 0.0312242 | Time: 1602.02 ms
[2021-09-27 06:39:54 main:574] : INFO : Epoch 1910 | loss: 0.0312285 | val_loss: 0.0312246 | Time: 1613.28 ms
[2021-09-27 06:39:56 main:574] : INFO : Epoch 1911 | loss: 0.0312298 | val_loss: 0.0312281 | Time: 1641.92 ms
[2021-09-27 06:39:58 main:574] : INFO : Epoch 1912 | loss: 0.0312289 | val_loss: 0.0312258 | Time: 1634.94 ms
[2021-09-27 06:39:59 main:574] : INFO : Epoch 1913 | loss: 0.0312273 | val_loss: 0.0312279 | Time: 1604.19 ms
[2021-09-27 06:40:01 main:574] : INFO : Epoch 1914 | loss: 0.0312294 | val_loss: 0.0312312 | Time: 1614 ms
[2021-09-27 06:40:03 main:574] : INFO : Epoch 1915 | loss: 0.031236 | val_loss: 0.0312357 | Time: 1603.82 ms
[2021-09-27 06:40:04 main:574] : INFO : Epoch 1916 | loss: 0.0312349 | val_loss: 0.0312257 | Time: 1627.44 ms
[2021-09-27 06:40:06 main:574] : INFO : Epoch 1917 | loss: 0.0312274 | val_loss: 0.0312237 | Time: 1618.33 ms
[2021-09-27 06:40:07 main:574] : INFO : Epoch 1918 | loss: 0.0312268 | val_loss: 0.0312244 | Time: 1627.05 ms
[2021-09-27 06:40:09 main:574] : INFO : Epoch 1919 | loss: 0.0312263 | val_loss: 0.0312232 | Time: 1625.43 ms
[2021-09-27 06:40:11 main:574] : INFO : Epoch 1920 | loss: 0.0312282 | val_loss: 0.0312254 | Time: 1628.44 ms
[2021-09-27 06:40:12 main:574] : INFO : Epoch 1921 | loss: 0.0312267 | val_loss: 0.0312242 | Time: 1624.97 ms
[2021-09-27 06:40:14 main:574] : INFO : Epoch 1922 | loss: 0.031228 | val_loss: 0.0312261 | Time: 1624.11 ms
[2021-09-27 06:40:16 main:574] : INFO : Epoch 1923 | loss: 0.0312267 | val_loss: 0.0312251 | Time: 1648.71 ms
[2021-09-27 06:40:17 main:574] : INFO : Epoch 1924 | loss: 0.0312313 | val_loss: 0.0312268 | Time: 1618.61 ms
[2021-09-27 06:40:19 main:574] : INFO : Epoch 1925 | loss: 0.0312311 | val_loss: 0.0312248 | Time: 1622.72 ms
[2021-09-27 06:40:21 main:574] : INFO : Epoch 1926 | loss: 0.0312264 | val_loss: 0.0312256 | Time: 1602.47 ms
[2021-09-27 06:40:22 main:574] : INFO : Epoch 1927 | loss: 0.0312276 | val_loss: 0.0312288 | Time: 1636.09 ms
[2021-09-27 06:40:24 main:574] : INFO : Epoch 1928 | loss: 0.0312275 | val_loss: 0.0312243 | Time: 1642.17 ms
[2021-09-27 06:40:25 main:574] : INFO : Epoch 1929 | loss: 0.0312271 | val_loss: 0.0312247 | Time: 1623.21 ms
[2021-09-27 06:40:27 main:574] : INFO : Epoch 1930 | loss: 0.0312273 | val_loss: 0.0312302 | Time: 1640.48 ms
[2021-09-27 06:40:29 main:574] : INFO : Epoch 1931 | loss: 0.0312291 | val_loss: 0.0312239 | Time: 1638.35 ms
[2021-09-27 06:40:30 main:574] : INFO : Epoch 1932 | loss: 0.0312277 | val_loss: 0.0312237 | Time: 1633.46 ms
[2021-09-27 06:40:32 main:574] : INFO : Epoch 1933 | loss: 0.0312283 | val_loss: 0.0312244 | Time: 1594.66 ms
[2021-09-27 06:40:34 main:574] : INFO : Epoch 1934 | loss: 0.031227 | val_loss: 0.0312236 | Time: 1633.83 ms
[2021-09-27 06:40:35 main:574] : INFO : Epoch 1935 | loss: 0.0312269 | val_loss: 0.0312233 | Time: 1634.75 ms
[2021-09-27 06:40:37 main:574] : INFO : Epoch 1936 | loss: 0.0312274 | val_loss: 0.0312243 | Time: 1627 ms
[2021-09-27 06:40:39 main:574] : INFO : Epoch 1937 | loss: 0.0312263 | val_loss: 0.0312243 | Time: 1645.33 ms
[2021-09-27 06:40:40 main:574] : INFO : Epoch 1938 | loss: 0.0312311 | val_loss: 0.0312251 | Time: 1614.65 ms
[2021-09-27 06:40:42 main:574] : INFO : Epoch 1939 | loss: 0.031228 | val_loss: 0.0312248 | Time: 1612.93 ms
[2021-09-27 06:40:43 main:574] : INFO : Epoch 1940 | loss: 0.0312262 | val_loss: 0.0312234 | Time: 1634.45 ms
[2021-09-27 06:40:45 main:574] : INFO : Epoch 1941 | loss: 0.031226 | val_loss: 0.0312234 | Time: 1597.04 ms
[2021-09-27 06:40:47 main:574] : INFO : Epoch 1942 | loss: 0.0312275 | val_loss: 0.0312296 | Time: 1646.46 ms
[2021-09-27 06:40:48 main:574] : INFO : Epoch 1943 | loss: 0.0312272 | val_loss: 0.0312233 | Time: 1612.56 ms
[2021-09-27 06:40:50 main:574] : INFO : Epoch 1944 | loss: 0.0312267 | val_loss: 0.0312265 | Time: 1640.98 ms
[2021-09-27 06:40:52 main:574] : INFO : Epoch 1945 | loss: 0.0312257 | val_loss: 0.0312241 | Time: 1599.55 ms
[2021-09-27 06:40:53 main:574] : INFO : Epoch 1946 | loss: 0.0312269 | val_loss: 0.0312231 | Time: 1614.24 ms
[2021-09-27 06:40:55 main:574] : INFO : Epoch 1947 | loss: 0.031228 | val_loss: 0.031224 | Time: 1624.97 ms
[2021-09-27 06:40:56 main:574] : INFO : Epoch 1948 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 1634.52 ms
[2021-09-27 06:40:58 main:574] : INFO : Epoch 1949 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 1618.25 ms
[2021-09-27 06:41:00 main:574] : INFO : Epoch 1950 | loss: 0.0312269 | val_loss: 0.0312231 | Time: 1573.72 ms
[2021-09-27 06:41:01 main:574] : INFO : Epoch 1951 | loss: 0.0312263 | val_loss: 0.0312311 | Time: 1622.85 ms
[2021-09-27 06:41:03 main:574] : INFO : Epoch 1952 | loss: 0.0312279 | val_loss: 0.031225 | Time: 1607.95 ms
[2021-09-27 06:41:05 main:574] : INFO : Epoch 1953 | loss: 0.0312283 | val_loss: 0.0312254 | Time: 1610.73 ms
[2021-09-27 06:41:06 main:574] : INFO : Epoch 1954 | loss: 0.031228 | val_loss: 0.0312305 | Time: 1626.03 ms
[2021-09-27 06:41:08 main:574] : INFO : Epoch 1955 | loss: 0.0312283 | val_loss: 0.0312259 | Time: 1584.09 ms
[2021-09-27 06:41:09 main:574] : INFO : Epoch 1956 | loss: 0.0312325 | val_loss: 0.0312298 | Time: 1618.58 ms
[2021-09-27 06:41:11 main:574] : INFO : Epoch 1957 | loss: 0.0312277 | val_loss: 0.0312238 | Time: 1601.45 ms
[2021-09-27 06:41:13 main:574] : INFO : Epoch 1958 | loss: 0.0312266 | val_loss: 0.0312241 | Time: 1606.92 ms
[2021-09-27 06:41:14 main:574] : INFO : Epoch 1959 | loss: 0.0312276 | val_loss: 0.0312264 | Time: 1600.39 ms
[2021-09-27 06:41:16 main:574] : INFO : Epoch 1960 | loss: 0.0312277 | val_loss: 0.0312265 | Time: 1621.77 ms
[2021-09-27 06:41:18 main:574] : INFO : Epoch 1961 | loss: 0.0312263 | val_loss: 0.0312269 | Time: 1604.12 ms
[2021-09-27 06:41:19 main:574] : INFO : Epoch 1962 | loss: 0.0312272 | val_loss: 0.0312323 | Time: 1640 ms
[2021-09-27 06:41:21 main:574] : INFO : Epoch 1963 | loss: 0.0312297 | val_loss: 0.0312241 | Time: 1647.92 ms
[2021-09-27 06:41:23 main:574] : INFO : Epoch 1964 | loss: 0.0312255 | val_loss: 0.0312232 | Time: 1610.36 ms
[2021-09-27 06:41:24 main:574] : INFO : Epoch 1965 | loss: 0.0312272 | val_loss: 0.0312259 | Time: 1633.14 ms
[2021-09-27 06:41:26 main:574] : INFO : Epoch 1966 | loss: 0.0312266 | val_loss: 0.031224 | Time: 1646.65 ms
[2021-09-27 06:41:27 main:574] : INFO : Epoch 1967 | loss: 0.0312262 | val_loss: 0.0312242 | Time: 1618 ms
[2021-09-27 06:41:29 main:574] : INFO : Epoch 1968 | loss: 0.0312273 | val_loss: 0.0312332 | Time: 1617.18 ms
[2021-09-27 06:41:31 main:574] : INFO : Epoch 1969 | loss: 0.0312296 | val_loss: 0.0312253 | Time: 1625.28 ms
[2021-09-27 06:41:32 main:574] : INFO : Epoch 1970 | loss: 0.0312269 | val_loss: 0.0312305 | Time: 1627.56 ms
[2021-09-27 06:41:34 main:574] : INFO : Epoch 1971 | loss: 0.0312275 | val_loss: 0.0312235 | Time: 1620.12 ms
[2021-09-27 06:41:36 main:574] : INFO : Epoch 1972 | loss: 0.031226 | val_loss: 0.0312289 | Time: 1624.53 ms
[2021-09-27 06:41:37 main:574] : INFO : Epoch 1973 | loss: 0.0312293 | val_loss: 0.0312265 | Time: 1621.13 ms
[2021-09-27 06:41:39 main:574] : INFO : Epoch 1974 | loss: 0.0312286 | val_loss: 0.0312256 | Time: 1629.14 ms
[2021-09-27 06:41:41 main:574] : INFO : Epoch 1975 | loss: 0.0312259 | val_loss: 0.0312256 | Time: 1642.81 ms
[2021-09-27 06:41:42 main:574] : INFO : Epoch 1976 | loss: 0.0312263 | val_loss: 0.0312242 | Time: 1628.66 ms
[2021-09-27 06:41:44 main:574] : INFO : Epoch 1977 | loss: 0.0312265 | val_loss: 0.0312258 | Time: 1623.32 ms
[2021-09-27 06:41:45 main:574] : INFO : Epoch 1978 | loss: 0.0312269 | val_loss: 0.0312239 | Time: 1611.12 ms
[2021-09-27 06:41:47 main:574] : INFO : Epoch 1979 | loss: 0.0312258 | val_loss: 0.0312246 | Time: 1611.41 ms
[2021-09-27 06:41:49 main:574] : INFO : Epoch 1980 | loss: 0.0312274 | val_loss: 0.0312236 | Time: 1604.03 ms
[2021-09-27 06:41:50 main:574] : INFO : Epoch 1981 | loss: 0.0312259 | val_loss: 0.0312241 | Time: 1631.18 ms
[2021-09-27 06:41:52 main:574] : INFO : Epoch 1982 | loss: 0.0312299 | val_loss: 0.0312341 | Time: 1634.57 ms
[2021-09-27 06:41:54 main:574] : INFO : Epoch 1983 | loss: 0.0312285 | val_loss: 0.0312243 | Time: 1629 ms
[2021-09-27 06:41:55 main:574] : INFO : Epoch 1984 | loss: 0.0312253 | val_loss: 0.0312385 | Time: 1637.04 ms
[2021-09-27 06:41:57 main:574] : INFO : Epoch 1985 | loss: 0.0312338 | val_loss: 0.0312252 | Time: 1621.3 ms
[2021-09-27 06:41:58 main:574] : INFO : Epoch 1986 | loss: 0.0312293 | val_loss: 0.0312232 | Time: 1632.86 ms
[2021-09-27 06:42:00 main:574] : INFO : Epoch 1987 | loss: 0.0312264 | val_loss: 0.0312268 | Time: 1635.79 ms
[2021-09-27 06:42:02 main:574] : INFO : Epoch 1988 | loss: 0.0312261 | val_loss: 0.0312248 | Time: 1604 ms
[2021-09-27 06:42:03 main:574] : INFO : Epoch 1989 | loss: 0.0312293 | val_loss: 0.0312331 | Time: 1601.03 ms
[2021-09-27 06:42:05 main:574] : INFO : Epoch 1990 | loss: 0.0312297 | val_loss: 0.0312283 | Time: 1631.83 ms
[2021-09-27 06:42:07 main:574] : INFO : Epoch 1991 | loss: 0.0312294 | val_loss: 0.0312264 | Time: 1636.21 ms
[2021-09-27 06:42:08 main:574] : INFO : Epoch 1992 | loss: 0.0312291 | val_loss: 0.03123 | Time: 1621.75 ms
[2021-09-27 06:42:10 main:574] : INFO : Epoch 1993 | loss: 0.0312323 | val_loss: 0.0312298 | Time: 1656.93 ms
[2021-09-27 06:42:12 main:574] : INFO : Epoch 1994 | loss: 0.0312307 | val_loss: 0.0312359 | Time: 1608.54 ms
[2021-09-27 06:42:13 main:574] : INFO : Epoch 1995 | loss: 0.0312319 | val_loss: 0.0312246 | Time: 1614.5 ms
[2021-09-27 06:42:15 main:574] : INFO : Epoch 1996 | loss: 0.0312317 | val_loss: 0.0312249 | Time: 1646.84 ms
[2021-09-27 06:42:16 main:574] : INFO : Epoch 1997 | loss: 0.0312266 | val_loss: 0.0312228 | Time: 1624.05 ms
[2021-09-27 06:42:18 main:574] : INFO : Epoch 1998 | loss: 0.031231 | val_loss: 0.0312313 | Time: 1619.03 ms
[2021-09-27 06:42:20 main:574] : INFO : Epoch 1999 | loss: 0.0312305 | val_loss: 0.0312252 | Time: 1631.52 ms
[2021-09-27 06:42:21 main:574] : INFO : Epoch 2000 | loss: 0.0312265 | val_loss: 0.0312232 | Time: 1636.55 ms
[2021-09-27 06:42:23 main:574] : INFO : Epoch 2001 | loss: 0.031227 | val_loss: 0.0312237 | Time: 1646.67 ms
[2021-09-27 06:42:25 main:574] : INFO : Epoch 2002 | loss: 0.0312261 | val_loss: 0.0312237 | Time: 1618.94 ms
[2021-09-27 06:42:26 main:574] : INFO : Epoch 2003 | loss: 0.0312255 | val_loss: 0.0312259 | Time: 1605.56 ms
[2021-09-27 06:42:28 main:574] : INFO : Epoch 2004 | loss: 0.0312277 | val_loss: 0.0312247 | Time: 1653.02 ms
[2021-09-27 06:42:30 main:574] : INFO : Epoch 2005 | loss: 0.0312261 | val_loss: 0.0312247 | Time: 1632.19 ms
[2021-09-27 06:42:31 main:574] : INFO : Epoch 2006 | loss: 0.0312264 | val_loss: 0.0312258 | Time: 1639.87 ms
[2021-09-27 06:42:33 main:574] : INFO : Epoch 2007 | loss: 0.0312264 | val_loss: 0.0312232 | Time: 1623.95 ms
[2021-09-27 06:42:34 main:574] : INFO : Epoch 2008 | loss: 0.0312277 | val_loss: 0.0312232 | Time: 1617.67 ms
[2021-09-27 06:42:36 main:574] : INFO : Epoch 2009 | loss: 0.0312255 | val_loss: 0.0312231 | Time: 1613.49 ms
[2021-09-27 06:42:38 main:574] : INFO : Epoch 2010 | loss: 0.0312258 | val_loss: 0.0312261 | Time: 1640.24 ms
[2021-09-27 06:42:39 main:574] : INFO : Epoch 2011 | loss: 0.0312263 | val_loss: 0.0312238 | Time: 1590.54 ms
[2021-09-27 06:42:41 main:574] : INFO : Epoch 2012 | loss: 0.0312263 | val_loss: 0.031227 | Time: 1622.45 ms
[2021-09-27 06:42:43 main:574] : INFO : Epoch 2013 | loss: 0.0312256 | val_loss: 0.0312236 | Time: 1607.36 ms
[2021-09-27 06:42:44 main:574] : INFO : Epoch 2014 | loss: 0.0312263 | val_loss: 0.0312237 | Time: 1642.51 ms
[2021-09-27 06:42:46 main:574] : INFO : Epoch 2015 | loss: 0.0312263 | val_loss: 0.0312226 | Time: 1607.71 ms
[2021-09-27 06:42:47 main:574] : INFO : Epoch 2016 | loss: 0.0312308 | val_loss: 0.0312345 | Time: 1610.16 ms
[2021-09-27 06:42:49 main:574] : INFO : Epoch 2017 | loss: 0.031241 | val_loss: 0.031234 | Time: 1636.37 ms
[2021-09-27 06:42:51 main:574] : INFO : Epoch 2018 | loss: 0.0312308 | val_loss: 0.0312294 | Time: 1601.14 ms
[2021-09-27 06:42:52 main:574] : INFO : Epoch 2019 | loss: 0.0312286 | val_loss: 0.0312298 | Time: 1631.51 ms
[2021-09-27 06:42:54 main:574] : INFO : Epoch 2020 | loss: 0.0312289 | val_loss: 0.0312275 | Time: 1582.61 ms
[2021-09-27 06:42:56 main:574] : INFO : Epoch 2021 | loss: 0.0312271 | val_loss: 0.0312235 | Time: 1638.88 ms
[2021-09-27 06:42:57 main:574] : INFO : Epoch 2022 | loss: 0.0312259 | val_loss: 0.0312226 | Time: 1631.79 ms
[2021-09-27 06:42:59 main:574] : INFO : Epoch 2023 | loss: 0.0312286 | val_loss: 0.0312271 | Time: 1641.18 ms
[2021-09-27 06:43:01 main:574] : INFO : Epoch 2024 | loss: 0.0312266 | val_loss: 0.0312246 | Time: 1634.12 ms
[2021-09-27 06:43:02 main:574] : INFO : Epoch 2025 | loss: 0.0312271 | val_loss: 0.0312233 | Time: 1631.93 ms
[2021-09-27 06:43:04 main:574] : INFO : Epoch 2026 | loss: 0.0312273 | val_loss: 0.0312236 | Time: 1635.1 ms
[2021-09-27 06:43:05 main:574] : INFO : Epoch 2027 | loss: 0.0312274 | val_loss: 0.0312248 | Time: 1635.89 ms
[2021-09-27 06:43:07 main:574] : INFO : Epoch 2028 | loss: 0.031229 | val_loss: 0.0312239 | Time: 1615.05 ms
[2021-09-27 06:43:09 main:574] : INFO : Epoch 2029 | loss: 0.0312259 | val_loss: 0.0312273 | Time: 1613.2 ms
[2021-09-27 06:43:10 main:574] : INFO : Epoch 2030 | loss: 0.0312303 | val_loss: 0.0312241 | Time: 1615.54 ms
[2021-09-27 06:43:12 main:574] : INFO : Epoch 2031 | loss: 0.0312269 | val_loss: 0.0312225 | Time: 1598.4 ms
[2021-09-27 06:43:14 main:574] : INFO : Epoch 2032 | loss: 0.0312268 | val_loss: 0.0312234 | Time: 1592.13 ms
[2021-09-27 06:43:15 main:574] : INFO : Epoch 2033 | loss: 0.0312268 | val_loss: 0.0312235 | Time: 1599.3 ms
[2021-09-27 06:43:17 main:574] : INFO : Epoch 2034 | loss: 0.0312266 | val_loss: 0.0312236 | Time: 1616.83 ms
[2021-09-27 06:43:18 main:574] : INFO : Epoch 2035 | loss: 0.031226 | val_loss: 0.0312231 | Time: 1603.07 ms
[2021-09-27 06:43:20 main:574] : INFO : Epoch 2036 | loss: 0.0312254 | val_loss: 0.031223 | Time: 1630.34 ms
[2021-09-27 06:43:22 main:574] : INFO : Epoch 2037 | loss: 0.0312264 | val_loss: 0.0312241 | Time: 1640.62 ms
[2021-09-27 06:43:23 main:574] : INFO : Epoch 2038 | loss: 0.0312268 | val_loss: 0.0312223 | Time: 1624.06 ms
[2021-09-27 06:43:25 main:574] : INFO : Epoch 2039 | loss: 0.0312264 | val_loss: 0.0312259 | Time: 1633.63 ms
[2021-09-27 06:43:27 main:574] : INFO : Epoch 2040 | loss: 0.0312255 | val_loss: 0.031226 | Time: 1620.51 ms
[2021-09-27 06:43:28 main:574] : INFO : Epoch 2041 | loss: 0.0312252 | val_loss: 0.0312227 | Time: 1636.09 ms
[2021-09-27 06:43:30 main:574] : INFO : Epoch 2042 | loss: 0.0312255 | val_loss: 0.0312221 | Time: 1622.52 ms
[2021-09-27 06:43:31 main:574] : INFO : Epoch 2043 | loss: 0.0312249 | val_loss: 0.0312249 | Time: 1630.45 ms
[2021-09-27 06:43:33 main:574] : INFO : Epoch 2044 | loss: 0.0312251 | val_loss: 0.0312227 | Time: 1627.5 ms
[2021-09-27 06:43:35 main:574] : INFO : Epoch 2045 | loss: 0.0312254 | val_loss: 0.0312259 | Time: 1614.15 ms
[2021-09-27 06:43:36 main:574] : INFO : Epoch 2046 | loss: 0.0312275 | val_loss: 0.0312268 | Time: 1637.06 ms
[2021-09-27 06:43:38 main:574] : INFO : Epoch 2047 | loss: 0.0312282 | val_loss: 0.0312312 | Time: 1618.5 ms
[2021-09-27 06:43:40 main:574] : INFO : Epoch 2048 | loss: 0.0312273 | val_loss: 0.0312222 | Time: 1610.75 ms
[2021-09-27 06:43:40 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312222
[2021-09-27 06:43:40 main:603] : INFO : Saving end state to config to file
[2021-09-27 06:43:40 main:608] : INFO : Success, exiting..
06:43:40 (5348): 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)