Task 7695995
| Name | ParityModified-1631731256-31646-2_1 |
| Workunit | 5248161 |
| Created | 29 Sep 2021, 12:46:31 UTC |
| Sent | 29 Sep 2021, 14:15:45 UTC |
| Report deadline | 6 Oct 2021, 14:15:45 UTC |
| Received | 30 Sep 2021, 3:51:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5147 |
| Run time | 55 min 7 sec |
| CPU time | 55 min 3 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,116.97 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0312316 | val_loss: 0.0312303 | Time: 1597.92 ms [2021-09-29 23:32:27 main:581] : INFO : Epoch 1539 | loss: 0.0312322 | val_loss: 0.0312322 | Time: 1611.28 ms [2021-09-29 23:32:28 main:581] : INFO : Epoch 1540 | loss: 0.0312307 | val_loss: 0.0312289 | Time: 1611.13 ms [2021-09-29 23:32:30 main:581] : INFO : Epoch 1541 | loss: 0.0312305 | val_loss: 0.0312298 | Time: 1618.49 ms [2021-09-29 23:32:32 main:581] : INFO : Epoch 1542 | loss: 0.0312315 | val_loss: 0.0312281 | Time: 1597.65 ms [2021-09-29 23:32:33 main:581] : INFO : Epoch 1543 | loss: 0.0312313 | val_loss: 0.0312295 | Time: 1592.26 ms [2021-09-29 23:32:35 main:581] : INFO : Epoch 1544 | loss: 0.031231 | val_loss: 0.03123 | Time: 1610.59 ms [2021-09-29 23:32:36 main:581] : INFO : Epoch 1545 | loss: 0.0312301 | val_loss: 0.031228 | Time: 1612.72 ms [2021-09-29 23:32:38 main:581] : INFO : Epoch 1546 | loss: 0.0312307 | val_loss: 0.03123 | Time: 1596.19 ms [2021-09-29 23:32:40 main:581] : INFO : Epoch 1547 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 1584.25 ms [2021-09-29 23:32:41 main:581] : INFO : Epoch 1548 | loss: 0.0312336 | val_loss: 0.0312363 | Time: 1604.27 ms [2021-09-29 23:32:43 main:581] : INFO : Epoch 1549 | loss: 0.0312316 | val_loss: 0.0312286 | Time: 1593.59 ms [2021-09-29 23:32:44 main:581] : INFO : Epoch 1550 | loss: 0.0312301 | val_loss: 0.0312277 | Time: 1612.64 ms [2021-09-29 23:32:46 main:581] : INFO : Epoch 1551 | loss: 0.0312311 | val_loss: 0.0312347 | Time: 1608.05 ms [2021-09-29 23:32:48 main:581] : INFO : Epoch 1552 | loss: 0.0312315 | val_loss: 0.0312282 | Time: 1605.01 ms [2021-09-29 23:32:49 main:581] : INFO : Epoch 1553 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 1597.98 ms [2021-09-29 23:32:51 main:581] : INFO : Epoch 1554 | loss: 0.0312299 | val_loss: 0.0312305 | Time: 1590.65 ms [2021-09-29 23:32:52 main:581] : INFO : Epoch 1555 | loss: 0.0312326 | val_loss: 0.0312286 | Time: 1598.08 ms [2021-09-29 23:32:54 main:581] : INFO : Epoch 1556 | loss: 0.0312296 | val_loss: 0.0312282 | Time: 1632.12 ms [2021-09-29 23:32:56 main:581] : INFO : Epoch 1557 | loss: 0.0312295 | val_loss: 0.0312285 | Time: 1615.52 ms [2021-09-29 23:32:57 main:581] : INFO : Epoch 1558 | loss: 0.0312293 | val_loss: 0.0312276 | Time: 1608.42 ms [2021-09-29 23:32:59 main:581] : INFO : Epoch 1559 | loss: 0.0312292 | val_loss: 0.0312295 | Time: 1588.11 ms [2021-09-29 23:33:00 main:581] : INFO : Epoch 1560 | loss: 0.0312289 | val_loss: 0.0312277 | Time: 1607.46 ms [2021-09-29 23:33:02 main:581] : INFO : Epoch 1561 | loss: 0.0312299 | val_loss: 0.0312316 | Time: 1585.45 ms [2021-09-29 23:33:04 main:581] : INFO : Epoch 1562 | loss: 0.0312303 | val_loss: 0.0312285 | Time: 1589.49 ms [2021-09-29 23:33:05 main:581] : INFO : Epoch 1563 | loss: 0.0312305 | val_loss: 0.0312279 | Time: 1607.19 ms [2021-09-29 23:33:07 main:581] : INFO : Epoch 1564 | loss: 0.0312295 | val_loss: 0.0312301 | Time: 1609.42 ms [2021-09-29 23:33:08 main:581] : INFO : Epoch 1565 | loss: 0.0312304 | val_loss: 0.0312329 | Time: 1586.32 ms [2021-09-29 23:33:10 main:581] : INFO : Epoch 1566 | loss: 0.0312298 | val_loss: 0.0312286 | Time: 1621.44 ms [2021-09-29 23:33:12 main:581] : INFO : Epoch 1567 | loss: 0.0312297 | val_loss: 0.0312319 | Time: 1586.22 ms [2021-09-29 23:33:13 main:581] : INFO : Epoch 1568 | loss: 0.0312309 | val_loss: 0.0312275 | Time: 1602.09 ms [2021-09-29 23:33:15 main:581] : INFO : Epoch 1569 | loss: 0.03123 | val_loss: 0.0312275 | Time: 1599.89 ms [2021-09-29 23:33:16 main:581] : INFO : Epoch 1570 | loss: 0.0312293 | val_loss: 0.0312294 | Time: 1605.35 ms [2021-09-29 23:33:18 main:581] : INFO : Epoch 1571 | loss: 0.0312287 | val_loss: 0.0312282 | Time: 1621.02 ms [2021-09-29 23:33:20 main:581] : INFO : Epoch 1572 | loss: 0.0312297 | val_loss: 0.0312272 | Time: 1585.96 ms [2021-09-29 23:33:21 main:581] : INFO : Epoch 1573 | loss: 0.0312316 | val_loss: 0.0312282 | Time: 1605.9 ms [2021-09-29 23:33:23 main:581] : INFO : Epoch 1574 | loss: 0.031229 | val_loss: 0.031228 | Time: 1615.07 ms [2021-09-29 23:33:24 main:581] : INFO : Epoch 1575 | loss: 0.0312278 | val_loss: 0.031227 | Time: 1611.25 ms [2021-09-29 23:33:26 main:581] : INFO : Epoch 1576 | loss: 0.0312282 | val_loss: 0.0312294 | Time: 1623.28 ms [2021-09-29 23:33:28 main:581] : INFO : Epoch 1577 | loss: 0.0312287 | val_loss: 0.0312291 | Time: 1602.04 ms [2021-09-29 23:33:29 main:581] : INFO : Epoch 1578 | loss: 0.0312305 | val_loss: 0.0312278 | Time: 1611.07 ms [2021-09-29 23:33:31 main:581] : INFO : Epoch 1579 | loss: 0.0312308 | val_loss: 0.0312274 | Time: 1608.33 ms [2021-09-29 23:33:32 main:581] : INFO : Epoch 1580 | loss: 0.0312314 | val_loss: 0.031233 | Time: 1588.37 ms [2021-09-29 23:33:34 main:581] : INFO : Epoch 1581 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 1606.71 ms [2021-09-29 23:33:36 main:581] : INFO : Epoch 1582 | loss: 0.0312278 | val_loss: 0.0312268 | Time: 1608.69 ms [2021-09-29 23:33:37 main:581] : INFO : Epoch 1583 | loss: 0.0312286 | val_loss: 0.0312282 | Time: 1593.04 ms [2021-09-29 23:33:39 main:581] : INFO : Epoch 1584 | loss: 0.0312281 | val_loss: 0.0312278 | Time: 1599.58 ms [2021-09-29 23:33:41 main:581] : INFO : Epoch 1585 | loss: 0.0312275 | val_loss: 0.0312271 | Time: 1620.52 ms [2021-09-29 23:33:42 main:581] : INFO : Epoch 1586 | loss: 0.0312278 | val_loss: 0.0312276 | Time: 1590.86 ms [2021-09-29 23:33:44 main:581] : INFO : Epoch 1587 | loss: 0.0312279 | val_loss: 0.0312278 | Time: 1626.4 ms [2021-09-29 23:33:45 main:581] : INFO : Epoch 1588 | loss: 0.0312275 | val_loss: 0.0312288 | Time: 1592.25 ms [2021-09-29 23:33:47 main:581] : INFO : Epoch 1589 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1625.47 ms [2021-09-29 23:33:49 main:581] : INFO : Epoch 1590 | loss: 0.031227 | val_loss: 0.031228 | Time: 1609.63 ms [2021-09-29 23:33:50 main:581] : INFO : Epoch 1591 | loss: 0.0312276 | val_loss: 0.0312273 | Time: 1635.04 ms [2021-09-29 23:33:52 main:581] : INFO : Epoch 1592 | loss: 0.031228 | val_loss: 0.0312265 | Time: 1621.2 ms [2021-09-29 23:33:53 main:581] : INFO : Epoch 1593 | loss: 0.0312284 | val_loss: 0.0312273 | Time: 1629.96 ms [2021-09-29 23:33:55 main:581] : INFO : Epoch 1594 | loss: 0.0312286 | val_loss: 0.031228 | Time: 1631.07 ms [2021-09-29 23:33:57 main:581] : INFO : Epoch 1595 | loss: 0.0312285 | val_loss: 0.0312273 | Time: 1604.15 ms [2021-09-29 23:33:58 main:581] : INFO : Epoch 1596 | loss: 0.031228 | val_loss: 0.0312267 | Time: 1635.03 ms [2021-09-29 23:34:00 main:581] : INFO : Epoch 1597 | loss: 0.0312282 | val_loss: 0.0312284 | Time: 1622.81 ms [2021-09-29 23:34:02 main:581] : INFO : Epoch 1598 | loss: 0.031227 | val_loss: 0.0312277 | Time: 1606.97 ms [2021-09-29 23:34:03 main:581] : INFO : Epoch 1599 | loss: 0.0312276 | val_loss: 0.0312265 | Time: 1608.18 ms [2021-09-29 23:34:05 main:581] : INFO : Epoch 1600 | loss: 0.0312269 | val_loss: 0.0312265 | Time: 1616.68 ms [2021-09-29 23:34:06 main:581] : INFO : Epoch 1601 | loss: 0.0312275 | val_loss: 0.0312269 | Time: 1602.48 ms [2021-09-29 23:34:08 main:581] : INFO : Epoch 1602 | loss: 0.0312275 | val_loss: 0.031227 | Time: 1632.07 ms [2021-09-29 23:34:10 main:581] : INFO : Epoch 1603 | loss: 0.0312276 | val_loss: 0.0312271 | Time: 1623.85 ms [2021-09-29 23:34:11 main:581] : INFO : Epoch 1604 | loss: 0.031227 | val_loss: 0.0312279 | Time: 1642.72 ms [2021-09-29 23:34:13 main:581] : INFO : Epoch 1605 | loss: 0.0312268 | val_loss: 0.0312266 | Time: 1601.75 ms [2021-09-29 23:34:14 main:581] : INFO : Epoch 1606 | loss: 0.0312274 | val_loss: 0.0312284 | Time: 1614.78 ms [2021-09-29 23:34:16 main:581] : INFO : Epoch 1607 | loss: 0.0312288 | val_loss: 0.0312271 | Time: 1646.63 ms [2021-09-29 23:34:18 main:581] : INFO : Epoch 1608 | loss: 0.0312278 | val_loss: 0.0312269 | Time: 1621.74 ms [2021-09-29 23:34:19 main:581] : INFO : Epoch 1609 | loss: 0.0312272 | val_loss: 0.0312273 | Time: 1607.75 ms [2021-09-29 23:34:21 main:581] : INFO : Epoch 1610 | loss: 0.0312288 | val_loss: 0.0312265 | Time: 1630.74 ms [2021-09-29 23:34:23 main:581] : INFO : Epoch 1611 | loss: 0.0312294 | val_loss: 0.0312299 | Time: 1639.29 ms [2021-09-29 23:34:24 main:581] : INFO : Epoch 1612 | loss: 0.0312268 | val_loss: 0.031227 | Time: 1634.81 ms [2021-09-29 23:34:26 main:581] : INFO : Epoch 1613 | loss: 0.0312276 | val_loss: 0.0312272 | Time: 1599.45 ms [2021-09-29 23:34:27 main:581] : INFO : Epoch 1614 | loss: 0.0312269 | val_loss: 0.0312277 | Time: 1610.67 ms [2021-09-29 23:34:29 main:581] : INFO : Epoch 1615 | loss: 0.0312286 | val_loss: 0.0312268 | Time: 1624.51 ms [2021-09-29 23:34:31 main:581] : INFO : Epoch 1616 | loss: 0.0312271 | val_loss: 0.0312267 | Time: 1637.54 ms [2021-09-29 23:34:32 main:581] : INFO : Epoch 1617 | loss: 0.0312267 | val_loss: 0.0312271 | Time: 1620.5 ms [2021-09-29 23:34:34 main:581] : INFO : Epoch 1618 | loss: 0.0312268 | val_loss: 0.0312269 | Time: 1628.28 ms [2021-09-29 23:34:36 main:581] : INFO : Epoch 1619 | loss: 0.0312268 | val_loss: 0.0312328 | Time: 1614.11 ms [2021-09-29 23:34:37 main:581] : INFO : Epoch 1620 | loss: 0.0312284 | val_loss: 0.0312269 | Time: 1612.28 ms [2021-09-29 23:34:39 main:581] : INFO : Epoch 1621 | loss: 0.0312267 | val_loss: 0.0312262 | Time: 1626.8 ms [2021-09-29 23:34:40 main:581] : INFO : Epoch 1622 | loss: 0.0312261 | val_loss: 0.0312264 | Time: 1612.89 ms [2021-09-29 23:34:42 main:581] : INFO : Epoch 1623 | loss: 0.0312258 | val_loss: 0.0312263 | Time: 1634.52 ms [2021-09-29 23:34:44 main:581] : INFO : Epoch 1624 | loss: 0.0312261 | val_loss: 0.0312271 | Time: 1619.74 ms [2021-09-29 23:34:45 main:581] : INFO : Epoch 1625 | loss: 0.0312263 | val_loss: 0.0312262 | Time: 1618.37 ms [2021-09-29 23:34:47 main:581] : INFO : Epoch 1626 | loss: 0.0312269 | val_loss: 0.0312313 | Time: 1628.74 ms [2021-09-29 23:34:49 main:581] : INFO : Epoch 1627 | loss: 0.0312288 | val_loss: 0.0312294 | Time: 1627.9 ms [2021-09-29 23:34:50 main:581] : INFO : Epoch 1628 | loss: 0.031227 | val_loss: 0.0312291 | Time: 1625.07 ms [2021-09-29 23:34:52 main:581] : INFO : Epoch 1629 | loss: 0.0312274 | val_loss: 0.0312265 | Time: 1616.55 ms [2021-09-29 23:34:53 main:581] : INFO : Epoch 1630 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 1612.91 ms [2021-09-29 23:34:55 main:581] : INFO : Epoch 1631 | loss: 0.0312261 | val_loss: 0.0312269 | Time: 1612.88 ms [2021-09-29 23:34:57 main:581] : INFO : Epoch 1632 | loss: 0.0312259 | val_loss: 0.0312263 | Time: 1602.77 ms [2021-09-29 23:34:58 main:581] : INFO : Epoch 1633 | loss: 0.0312265 | val_loss: 0.0312274 | Time: 1602.33 ms [2021-09-29 23:35:00 main:581] : INFO : Epoch 1634 | loss: 0.0312274 | val_loss: 0.0312268 | Time: 1602.21 ms [2021-09-29 23:35:01 main:581] : INFO : Epoch 1635 | loss: 0.0312262 | val_loss: 0.0312271 | Time: 1624.67 ms [2021-09-29 23:35:03 main:581] : INFO : Epoch 1636 | loss: 0.031226 | val_loss: 0.0312296 | Time: 1609.19 ms [2021-09-29 23:35:05 main:581] : INFO : Epoch 1637 | loss: 0.0312262 | val_loss: 0.0312259 | Time: 1618.25 ms [2021-09-29 23:35:06 main:581] : INFO : Epoch 1638 | loss: 0.0312269 | val_loss: 0.0312288 | Time: 1630.15 ms [2021-09-29 23:35:08 main:581] : INFO : Epoch 1639 | loss: 0.031227 | val_loss: 0.031229 | Time: 1634.57 ms [2021-09-29 23:35:10 main:581] : INFO : Epoch 1640 | loss: 0.0312265 | val_loss: 0.0312269 | Time: 1613.82 ms [2021-09-29 23:35:11 main:581] : INFO : Epoch 1641 | loss: 0.0312269 | val_loss: 0.0312264 | Time: 1618.24 ms [2021-09-29 23:35:13 main:581] : INFO : Epoch 1642 | loss: 0.0312275 | val_loss: 0.0312288 | Time: 1605.25 ms [2021-09-29 23:35:14 main:581] : INFO : Epoch 1643 | loss: 0.0312261 | val_loss: 0.031228 | Time: 1605.47 ms [2021-09-29 23:35:16 main:581] : INFO : Epoch 1644 | loss: 0.0312264 | val_loss: 0.0312261 | Time: 1605.86 ms [2021-09-29 23:35:18 main:581] : INFO : Epoch 1645 | loss: 0.0312256 | val_loss: 0.0312269 | Time: 1599.39 ms [2021-09-29 23:35:19 main:581] : INFO : Epoch 1646 | loss: 0.0312255 | val_loss: 0.0312256 | Time: 1611.1 ms [2021-09-29 23:35:21 main:581] : INFO : Epoch 1647 | loss: 0.0312253 | val_loss: 0.0312258 | Time: 1585.93 ms [2021-09-29 23:35:22 main:581] : INFO : Epoch 1648 | loss: 0.031226 | val_loss: 0.0312265 | Time: 1604.68 ms [2021-09-29 23:35:24 main:581] : INFO : Epoch 1649 | loss: 0.0312256 | val_loss: 0.031226 | Time: 1595.79 ms [2021-09-29 23:35:26 main:581] : INFO : Epoch 1650 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 1601.98 ms [2021-09-29 23:35:27 main:581] : INFO : Epoch 1651 | loss: 0.0312257 | val_loss: 0.0312259 | Time: 1620.3 ms [2021-09-29 23:35:29 main:581] : INFO : Epoch 1652 | loss: 0.0312251 | val_loss: 0.0312256 | Time: 1604.6 ms [2021-09-29 23:35:30 main:581] : INFO : Epoch 1653 | loss: 0.0312256 | val_loss: 0.0312273 | Time: 1608.93 ms [2021-09-29 23:35:32 main:581] : INFO : Epoch 1654 | loss: 0.0312251 | val_loss: 0.0312262 | Time: 1606.43 ms [2021-09-29 23:35:34 main:581] : INFO : Epoch 1655 | loss: 0.0312253 | val_loss: 0.031227 | Time: 1602.13 ms [2021-09-29 23:35:35 main:581] : INFO : Epoch 1656 | loss: 0.0312255 | val_loss: 0.031226 | Time: 1620.26 ms [2021-09-29 23:35:37 main:581] : INFO : Epoch 1657 | loss: 0.0312259 | val_loss: 0.0312265 | Time: 1607.71 ms [2021-09-29 23:35:38 main:581] : INFO : Epoch 1658 | loss: 0.0312256 | val_loss: 0.0312256 | Time: 1586.44 ms [2021-09-29 23:35:40 main:581] : INFO : Epoch 1659 | loss: 0.0312256 | val_loss: 0.0312285 | Time: 1609.45 ms [2021-09-29 23:35:42 main:581] : INFO : Epoch 1660 | loss: 0.0312267 | val_loss: 0.0312266 | Time: 1646.89 ms [2021-09-29 23:35:43 main:581] : INFO : Epoch 1661 | loss: 0.0312268 | val_loss: 0.0312274 | Time: 1629.04 ms [2021-09-29 23:35:45 main:581] : INFO : Epoch 1662 | loss: 0.0312268 | val_loss: 0.0312289 | Time: 1637.75 ms [2021-09-29 23:35:47 main:581] : INFO : Epoch 1663 | loss: 0.0312257 | val_loss: 0.0312257 | Time: 1640.92 ms [2021-09-29 23:35:48 main:581] : INFO : Epoch 1664 | loss: 0.0312248 | val_loss: 0.0312269 | Time: 1658.15 ms [2021-09-29 23:35:50 main:581] : INFO : Epoch 1665 | loss: 0.0312265 | val_loss: 0.0312264 | Time: 1647.05 ms [2021-09-29 23:35:52 main:581] : INFO : Epoch 1666 | loss: 0.031225 | val_loss: 0.03123 | Time: 1630.45 ms [2021-09-29 23:35:53 main:581] : INFO : Epoch 1667 | loss: 0.0312278 | val_loss: 0.0312301 | Time: 1605.94 ms [2021-09-29 23:35:55 main:581] : INFO : Epoch 1668 | loss: 0.0312262 | val_loss: 0.0312264 | Time: 1594.45 ms [2021-09-29 23:35:56 main:581] : INFO : Epoch 1669 | loss: 0.0312259 | val_loss: 0.0312269 | Time: 1618.87 ms [2021-09-29 23:35:58 main:581] : INFO : Epoch 1670 | loss: 0.0312259 | val_loss: 0.0312259 | Time: 1607.3 ms [2021-09-29 23:36:00 main:581] : INFO : Epoch 1671 | loss: 0.031227 | val_loss: 0.0312275 | Time: 1623.64 ms [2021-09-29 23:36:01 main:581] : INFO : Epoch 1672 | loss: 0.0312252 | val_loss: 0.0312259 | Time: 1637.67 ms [2021-09-29 23:36:03 main:581] : INFO : Epoch 1673 | loss: 0.0312257 | val_loss: 0.031226 | Time: 1600.67 ms [2021-09-29 23:36:05 main:581] : INFO : Epoch 1674 | loss: 0.0312247 | val_loss: 0.0312256 | Time: 1632.69 ms [2021-09-29 23:36:06 main:581] : INFO : Epoch 1675 | loss: 0.0312243 | val_loss: 0.0312263 | Time: 1628.35 ms [2021-09-29 23:36:08 main:581] : INFO : Epoch 1676 | loss: 0.0312274 | val_loss: 0.0312293 | Time: 1627.25 ms [2021-09-29 23:36:09 main:581] : INFO : Epoch 1677 | loss: 0.031226 | val_loss: 0.0312257 | Time: 1620.4 ms [2021-09-29 23:36:11 main:581] : INFO : Epoch 1678 | loss: 0.0312249 | val_loss: 0.0312258 | Time: 1605.26 ms [2021-09-29 23:36:13 main:581] : INFO : Epoch 1679 | loss: 0.0312244 | val_loss: 0.0312251 | Time: 1597.95 ms [2021-09-29 23:36:14 main:581] : INFO : Epoch 1680 | loss: 0.0312248 | val_loss: 0.0312284 | Time: 1623.13 ms [2021-09-29 23:36:16 main:581] : INFO : Epoch 1681 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 1595.97 ms [2021-09-29 23:36:17 main:581] : INFO : Epoch 1682 | loss: 0.031224 | val_loss: 0.0312271 | Time: 1614.04 ms [2021-09-29 23:36:19 main:581] : INFO : Epoch 1683 | loss: 0.0312244 | val_loss: 0.0312261 | Time: 1600.32 ms [2021-09-29 23:36:21 main:581] : INFO : Epoch 1684 | loss: 0.0312254 | val_loss: 0.0312261 | Time: 1623.91 ms [2021-09-29 23:36:22 main:581] : INFO : Epoch 1685 | loss: 0.0312248 | val_loss: 0.0312268 | Time: 1623.32 ms [2021-09-29 23:36:24 main:581] : INFO : Epoch 1686 | loss: 0.0312249 | val_loss: 0.031226 | Time: 1630.64 ms [2021-09-29 23:36:26 main:581] : INFO : Epoch 1687 | loss: 0.0312243 | val_loss: 0.0312248 | Time: 1620.8 ms [2021-09-29 23:36:27 main:581] : INFO : Epoch 1688 | loss: 0.0312247 | val_loss: 0.0312266 | Time: 1615.34 ms [2021-09-29 23:36:29 main:581] : INFO : Epoch 1689 | loss: 0.0312235 | val_loss: 0.0312267 | Time: 1613.57 ms [2021-09-29 23:36:30 main:581] : INFO : Epoch 1690 | loss: 0.0312249 | val_loss: 0.0312265 | Time: 1608.94 ms [2021-09-29 23:36:32 main:581] : INFO : Epoch 1691 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 1607.26 ms [2021-09-29 23:36:34 main:581] : INFO : Epoch 1692 | loss: 0.0312248 | val_loss: 0.0312253 | Time: 1625.19 ms [2021-09-29 23:36:35 main:581] : INFO : Epoch 1693 | loss: 0.0312247 | val_loss: 0.031225 | Time: 1609.69 ms [2021-09-29 23:36:37 main:581] : INFO : Epoch 1694 | loss: 0.031225 | val_loss: 0.0312259 | Time: 1621.33 ms [2021-09-29 23:36:38 main:581] : INFO : Epoch 1695 | loss: 0.031225 | val_loss: 0.0312251 | Time: 1584.69 ms [2021-09-29 23:36:40 main:581] : INFO : Epoch 1696 | loss: 0.0312267 | val_loss: 0.0312298 | Time: 1628.48 ms [2021-09-29 23:36:42 main:581] : INFO : Epoch 1697 | loss: 0.0312272 | val_loss: 0.031227 | Time: 1625.93 ms [2021-09-29 23:36:43 main:581] : INFO : Epoch 1698 | loss: 0.0312261 | val_loss: 0.031229 | Time: 1619.99 ms [2021-09-29 23:36:45 main:581] : INFO : Epoch 1699 | loss: 0.0312259 | val_loss: 0.0312285 | Time: 1627.1 ms [2021-09-29 23:36:47 main:581] : INFO : Epoch 1700 | loss: 0.0312248 | val_loss: 0.0312249 | Time: 1605.43 ms [2021-09-29 23:36:48 main:581] : INFO : Epoch 1701 | loss: 0.0312236 | val_loss: 0.0312252 | Time: 1629.34 ms [2021-09-29 23:36:50 main:581] : INFO : Epoch 1702 | loss: 0.0312248 | val_loss: 0.0312288 | Time: 1610.79 ms [2021-09-29 23:36:51 main:581] : INFO : Epoch 1703 | loss: 0.0312249 | val_loss: 0.0312249 | Time: 1612.35 ms [2021-09-29 23:36:53 main:581] : INFO : Epoch 1704 | loss: 0.0312241 | val_loss: 0.0312252 | Time: 1610.94 ms [2021-09-29 23:36:55 main:581] : INFO : Epoch 1705 | loss: 0.0312244 | val_loss: 0.0312258 | Time: 1606.7 ms [2021-09-29 23:36:56 main:581] : INFO : Epoch 1706 | loss: 0.031224 | val_loss: 0.0312256 | Time: 1611.23 ms [2021-09-29 23:36:58 main:581] : INFO : Epoch 1707 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 1634.74 ms [2021-09-29 23:36:59 main:581] : INFO : Epoch 1708 | loss: 0.0312237 | val_loss: 0.0312253 | Time: 1627.25 ms [2021-09-29 23:37:01 main:581] : INFO : Epoch 1709 | loss: 0.0312245 | val_loss: 0.0312248 | Time: 1634.83 ms [2021-09-29 23:37:03 main:581] : INFO : Epoch 1710 | loss: 0.0312232 | val_loss: 0.0312267 | Time: 1603.51 ms [2021-09-29 23:37:04 main:581] : INFO : Epoch 1711 | loss: 0.0312237 | val_loss: 0.0312252 | Time: 1602.8 ms [2021-09-29 23:37:06 main:581] : INFO : Epoch 1712 | loss: 0.0312228 | val_loss: 0.0312272 | Time: 1602.29 ms [2021-09-29 23:37:08 main:581] : INFO : Epoch 1713 | loss: 0.0312243 | val_loss: 0.0312245 | Time: 1619.43 ms [2021-09-29 23:37:09 main:581] : INFO : Epoch 1714 | loss: 0.0312237 | val_loss: 0.0312274 | Time: 1620.62 ms [2021-09-29 23:37:11 main:581] : INFO : Epoch 1715 | loss: 0.0312248 | val_loss: 0.0312258 | Time: 1623.98 ms [2021-09-29 23:37:12 main:581] : INFO : Epoch 1716 | loss: 0.0312244 | val_loss: 0.0312249 | Time: 1608.77 ms [2021-09-29 23:37:14 main:581] : INFO : Epoch 1717 | loss: 0.0312243 | val_loss: 0.0312265 | Time: 1606.67 ms [2021-09-29 23:37:16 main:581] : INFO : Epoch 1718 | loss: 0.0312231 | val_loss: 0.0312242 | Time: 1614.19 ms [2021-09-29 23:37:17 main:581] : INFO : Epoch 1719 | loss: 0.031223 | val_loss: 0.0312248 | Time: 1614.77 ms [2021-09-29 23:37:19 main:581] : INFO : Epoch 1720 | loss: 0.0312228 | val_loss: 0.0312237 | Time: 1606.59 ms [2021-09-29 23:37:20 main:581] : INFO : Epoch 1721 | loss: 0.0312228 | val_loss: 0.0312248 | Time: 1601.49 ms [2021-09-29 23:37:22 main:581] : INFO : Epoch 1722 | loss: 0.0312244 | val_loss: 0.0312248 | Time: 1624.89 ms [2021-09-29 23:37:24 main:581] : INFO : Epoch 1723 | loss: 0.0312255 | val_loss: 0.0312253 | Time: 1616.91 ms [2021-09-29 23:37:25 main:581] : INFO : Epoch 1724 | loss: 0.0312233 | val_loss: 0.0312253 | Time: 1607.07 ms [2021-09-29 23:37:27 main:581] : INFO : Epoch 1725 | loss: 0.0312236 | val_loss: 0.0312249 | Time: 1602.36 ms [2021-09-29 23:37:28 main:581] : INFO : Epoch 1726 | loss: 0.031223 | val_loss: 0.031225 | Time: 1614.9 ms [2021-09-29 23:37:30 main:581] : INFO : Epoch 1727 | loss: 0.0312228 | val_loss: 0.0312239 | Time: 1618.07 ms [2021-09-29 23:37:32 main:581] : INFO : Epoch 1728 | loss: 0.031223 | val_loss: 0.0312257 | Time: 1601.77 ms [2021-09-29 23:37:33 main:581] : INFO : Epoch 1729 | loss: 0.0312231 | val_loss: 0.0312248 | Time: 1609.53 ms [2021-09-29 23:37:35 main:581] : INFO : Epoch 1730 | loss: 0.0312229 | val_loss: 0.0312253 | Time: 1637.14 ms [2021-09-29 23:37:37 main:581] : INFO : Epoch 1731 | loss: 0.0312227 | val_loss: 0.0312242 | Time: 1599.54 ms [2021-09-29 23:37:38 main:581] : INFO : Epoch 1732 | loss: 0.0312225 | val_loss: 0.0312243 | Time: 1584.7 ms [2021-09-29 23:37:40 main:581] : INFO : Epoch 1733 | loss: 0.0312229 | val_loss: 0.0312272 | Time: 1601.53 ms [2021-09-29 23:37:41 main:581] : INFO : Epoch 1734 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 1613.78 ms [2021-09-29 23:37:43 main:581] : INFO : Epoch 1735 | loss: 0.0312228 | val_loss: 0.0312236 | Time: 1623.62 ms [2021-09-29 23:37:45 main:581] : INFO : Epoch 1736 | loss: 0.0312223 | val_loss: 0.0312241 | Time: 1603.66 ms [2021-09-29 23:37:46 main:581] : INFO : Epoch 1737 | loss: 0.0312236 | val_loss: 0.0312268 | Time: 1623.59 ms [2021-09-29 23:37:48 main:581] : INFO : Epoch 1738 | loss: 0.0312248 | val_loss: 0.0312259 | Time: 1614.98 ms [2021-09-29 23:37:49 main:581] : INFO : Epoch 1739 | loss: 0.0312242 | val_loss: 0.031227 | Time: 1608.84 ms [2021-09-29 23:37:51 main:581] : INFO : Epoch 1740 | loss: 0.0312247 | val_loss: 0.0312239 | Time: 1603.8 ms [2021-09-29 23:37:53 main:581] : INFO : Epoch 1741 | loss: 0.0312232 | val_loss: 0.0312257 | Time: 1594.57 ms [2021-09-29 23:37:54 main:581] : INFO : Epoch 1742 | loss: 0.031224 | val_loss: 0.0312235 | Time: 1600.3 ms [2021-09-29 23:37:56 main:581] : INFO : Epoch 1743 | loss: 0.031225 | val_loss: 0.0312412 | Time: 1627.93 ms [2021-09-29 23:37:57 main:581] : INFO : Epoch 1744 | loss: 0.0312599 | val_loss: 0.0313183 | Time: 1622.66 ms [2021-09-29 23:37:59 main:581] : INFO : Epoch 1745 | loss: 0.031339 | val_loss: 0.0312615 | Time: 1594.4 ms [2021-09-29 23:38:01 main:581] : INFO : Epoch 1746 | loss: 0.0312456 | val_loss: 0.0312261 | Time: 1615.15 ms [2021-09-29 23:38:02 main:581] : INFO : Epoch 1747 | loss: 0.031226 | val_loss: 0.031226 | Time: 1665.9 ms [2021-09-29 23:38:04 main:581] : INFO : Epoch 1748 | loss: 0.0312229 | val_loss: 0.0312236 | Time: 1630.42 ms [2021-09-29 23:38:06 main:581] : INFO : Epoch 1749 | loss: 0.0312223 | val_loss: 0.0312241 | Time: 1603.02 ms [2021-09-29 23:38:07 main:581] : INFO : Epoch 1750 | loss: 0.0312238 | val_loss: 0.0312233 | Time: 1632.05 ms [2021-09-29 23:38:09 main:581] : INFO : Epoch 1751 | loss: 0.0312227 | val_loss: 0.0312253 | Time: 1610.06 ms [2021-09-29 23:38:10 main:581] : INFO : Epoch 1752 | loss: 0.0312237 | val_loss: 0.0312284 | Time: 1590.09 ms [2021-09-29 23:38:12 main:581] : INFO : Epoch 1753 | loss: 0.0312254 | val_loss: 0.0312262 | Time: 1610.92 ms [2021-09-29 23:38:14 main:581] : INFO : Epoch 1754 | loss: 0.0312219 | val_loss: 0.0312235 | Time: 1608.97 ms [2021-09-29 23:38:15 main:581] : INFO : Epoch 1755 | loss: 0.0312208 | val_loss: 0.0312226 | Time: 1612.9 ms [2021-09-29 23:38:17 main:581] : INFO : Epoch 1756 | loss: 0.0312217 | val_loss: 0.031225 | Time: 1610.51 ms [2021-09-29 23:38:18 main:581] : INFO : Epoch 1757 | loss: 0.0312231 | val_loss: 0.0312232 | Time: 1603.74 ms [2021-09-29 23:38:20 main:581] : INFO : Epoch 1758 | loss: 0.0312206 | val_loss: 0.0312223 | Time: 1594.6 ms [2021-09-29 23:38:22 main:581] : INFO : Epoch 1759 | loss: 0.0312206 | val_loss: 0.0312227 | Time: 1585.34 ms [2021-09-29 23:38:23 main:581] : INFO : Epoch 1760 | loss: 0.0312206 | val_loss: 0.0312226 | Time: 1604.86 ms [2021-09-29 23:38:25 main:581] : INFO : Epoch 1761 | loss: 0.0312198 | val_loss: 0.0312227 | Time: 1601.85 ms [2021-09-29 23:38:26 main:581] : INFO : Epoch 1762 | loss: 0.0312212 | val_loss: 0.0312233 | Time: 1617.56 ms [2021-09-29 23:38:28 main:581] : INFO : Epoch 1763 | loss: 0.0312214 | val_loss: 0.0312231 | Time: 1622.73 ms [2021-09-29 23:38:30 main:581] : INFO : Epoch 1764 | loss: 0.0312197 | val_loss: 0.0312222 | Time: 1609.47 ms [2021-09-29 23:38:31 main:581] : INFO : Epoch 1765 | loss: 0.0312201 | val_loss: 0.0312223 | Time: 1613.31 ms [2021-09-29 23:38:33 main:581] : INFO : Epoch 1766 | loss: 0.0312194 | val_loss: 0.0312245 | Time: 1599.1 ms [2021-09-29 23:38:35 main:581] : INFO : Epoch 1767 | loss: 0.0312209 | val_loss: 0.0312226 | Time: 1596.31 ms [2021-09-29 23:38:36 main:581] : INFO : Epoch 1768 | loss: 0.0312212 | val_loss: 0.0312283 | Time: 1599.2 ms [2021-09-29 23:38:38 main:581] : INFO : Epoch 1769 | loss: 0.0312208 | val_loss: 0.0312228 | Time: 1583.52 ms [2021-09-29 23:38:39 main:581] : INFO : Epoch 1770 | loss: 0.0312203 | val_loss: 0.0312232 | Time: 1601.57 ms [2021-09-29 23:38:41 main:581] : INFO : Epoch 1771 | loss: 0.0312207 | val_loss: 0.031224 | Time: 1582.71 ms [2021-09-29 23:38:42 main:581] : INFO : Epoch 1772 | loss: 0.031221 | val_loss: 0.0312256 | Time: 1602.06 ms [2021-09-29 23:38:44 main:581] : INFO : Epoch 1773 | loss: 0.0312211 | val_loss: 0.0312219 | Time: 1600.55 ms [2021-09-29 23:38:46 main:581] : INFO : Epoch 1774 | loss: 0.0312201 | val_loss: 0.0312219 | Time: 1597.58 ms [2021-09-29 23:38:47 main:581] : INFO : Epoch 1775 | loss: 0.0312201 | val_loss: 0.0312223 | Time: 1589.6 ms [2021-09-29 23:38:49 main:581] : INFO : Epoch 1776 | loss: 0.0312197 | val_loss: 0.0312225 | Time: 1591.11 ms [2021-09-29 23:38:50 main:581] : INFO : Epoch 1777 | loss: 0.0312194 | val_loss: 0.0312238 | Time: 1621.47 ms [2021-09-29 23:38:52 main:581] : INFO : Epoch 1778 | loss: 0.0312219 | val_loss: 0.0312257 | Time: 1594.09 ms [2021-09-29 23:38:54 main:581] : INFO : Epoch 1779 | loss: 0.031223 | val_loss: 0.0312288 | Time: 1615.71 ms [2021-09-29 23:38:55 main:581] : INFO : Epoch 1780 | loss: 0.0312222 | val_loss: 0.0312228 | Time: 1580.82 ms [2021-09-29 23:38:57 main:581] : INFO : Epoch 1781 | loss: 0.0312197 | val_loss: 0.0312244 | Time: 1580.13 ms [2021-09-29 23:38:58 main:581] : INFO : Epoch 1782 | loss: 0.0312195 | val_loss: 0.0312211 | Time: 1577.97 ms [2021-09-29 23:39:00 main:581] : INFO : Epoch 1783 | loss: 0.0312193 | val_loss: 0.0312229 | Time: 1602.14 ms [2021-09-29 23:39:02 main:581] : INFO : Epoch 1784 | loss: 0.031219 | val_loss: 0.0312213 | Time: 1587.14 ms [2021-09-29 23:39:03 main:581] : INFO : Epoch 1785 | loss: 0.0312188 | val_loss: 0.0312222 | Time: 1583.99 ms [2021-09-29 23:39:05 main:581] : INFO : Epoch 1786 | loss: 0.0312195 | val_loss: 0.031222 | Time: 1594.48 ms [2021-09-29 23:39:06 main:581] : INFO : Epoch 1787 | loss: 0.0312196 | val_loss: 0.0312207 | Time: 1595.64 ms [2021-09-29 23:39:08 main:581] : INFO : Epoch 1788 | loss: 0.0312192 | val_loss: 0.0312215 | Time: 1581.35 ms [2021-09-29 23:39:10 main:581] : INFO : Epoch 1789 | loss: 0.0312202 | val_loss: 0.0312231 | Time: 1599.76 ms [2021-09-29 23:39:11 main:581] : INFO : Epoch 1790 | loss: 0.0312198 | val_loss: 0.0312217 | Time: 1584.17 ms [2021-09-29 23:39:13 main:581] : INFO : Epoch 1791 | loss: 0.0312197 | val_loss: 0.0312204 | Time: 1587.44 ms [2021-09-29 23:39:14 main:581] : INFO : Epoch 1792 | loss: 0.0312191 | val_loss: 0.0312204 | Time: 1590.65 ms [2021-09-29 23:39:16 main:581] : INFO : Epoch 1793 | loss: 0.0312193 | val_loss: 0.0312209 | Time: 1598.89 ms [2021-09-29 23:39:18 main:581] : INFO : Epoch 1794 | loss: 0.0312182 | val_loss: 0.0312218 | Time: 1587.2 ms [2021-09-29 23:39:19 main:581] : INFO : Epoch 1795 | loss: 0.0312187 | val_loss: 0.0312204 | Time: 1587.02 ms [2021-09-29 23:39:21 main:581] : INFO : Epoch 1796 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 1566.52 ms [2021-09-29 23:39:22 main:581] : INFO : Epoch 1797 | loss: 0.0312199 | val_loss: 0.0312204 | Time: 1576.2 ms [2021-09-29 23:39:24 main:581] : INFO : Epoch 1798 | loss: 0.0312191 | val_loss: 0.0312213 | Time: 1601.43 ms [2021-09-29 23:39:25 main:581] : INFO : Epoch 1799 | loss: 0.0312185 | val_loss: 0.0312204 | Time: 1590.48 ms [2021-09-29 23:39:27 main:581] : INFO : Epoch 1800 | loss: 0.0312182 | val_loss: 0.031222 | Time: 1598.1 ms [2021-09-29 23:39:29 main:581] : INFO : Epoch 1801 | loss: 0.031219 | val_loss: 0.0312194 | Time: 1621.62 ms [2021-09-29 23:39:30 main:581] : INFO : Epoch 1802 | loss: 0.031218 | val_loss: 0.0312199 | Time: 1597.52 ms [2021-09-29 23:39:32 main:581] : INFO : Epoch 1803 | loss: 0.0312178 | val_loss: 0.0312184 | Time: 1603.59 ms [2021-09-29 23:39:33 main:581] : INFO : Epoch 1804 | loss: 0.0312183 | val_loss: 0.0312185 | Time: 1613.89 ms [2021-09-29 23:39:35 main:581] : INFO : Epoch 1805 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 1616.13 ms [2021-09-29 23:39:37 main:581] : INFO : Epoch 1806 | loss: 0.0312177 | val_loss: 0.0312181 | Time: 1620.58 ms [2021-09-29 23:39:38 main:581] : INFO : Epoch 1807 | loss: 0.0312173 | val_loss: 0.031218 | Time: 1604.06 ms [2021-09-29 23:39:40 main:581] : INFO : Epoch 1808 | loss: 0.0312171 | val_loss: 0.0312184 | Time: 1613.82 ms [2021-09-29 23:39:42 main:581] : INFO : Epoch 1809 | loss: 0.0312197 | val_loss: 0.0312175 | Time: 1608.13 ms [2021-09-29 23:39:43 main:581] : INFO : Epoch 1810 | loss: 0.0312185 | val_loss: 0.0312192 | Time: 1599.18 ms [2021-09-29 23:39:45 main:581] : INFO : Epoch 1811 | loss: 0.0312174 | val_loss: 0.0312184 | Time: 1585.38 ms [2021-09-29 23:39:46 main:581] : INFO : Epoch 1812 | loss: 0.0312196 | val_loss: 0.0312175 | Time: 1597.5 ms [2021-09-29 23:39:48 main:581] : INFO : Epoch 1813 | loss: 0.0312186 | val_loss: 0.0312189 | Time: 1597.18 ms [2021-09-29 23:39:50 main:581] : INFO : Epoch 1814 | loss: 0.0312176 | val_loss: 0.0312231 | Time: 1606.81 ms [2021-09-29 23:39:51 main:581] : INFO : Epoch 1815 | loss: 0.031221 | val_loss: 0.0312205 | Time: 1616.07 ms [2021-09-29 23:39:53 main:581] : INFO : Epoch 1816 | loss: 0.0312195 | val_loss: 0.0312183 | Time: 1640.14 ms [2021-09-29 23:39:54 main:581] : INFO : Epoch 1817 | loss: 0.0312173 | val_loss: 0.0312191 | Time: 1595.23 ms [2021-09-29 23:39:56 main:581] : INFO : Epoch 1818 | loss: 0.0312191 | val_loss: 0.0312289 | Time: 1622.62 ms [2021-09-29 23:39:58 main:581] : INFO : Epoch 1819 | loss: 0.0312183 | val_loss: 0.0312181 | Time: 1622.76 ms [2021-09-29 23:39:59 main:581] : INFO : Epoch 1820 | loss: 0.0312171 | val_loss: 0.0312181 | Time: 1591.08 ms [2021-09-29 23:40:01 main:581] : INFO : Epoch 1821 | loss: 0.0312171 | val_loss: 0.0312181 | Time: 1615.43 ms [2021-09-29 23:40:02 main:581] : INFO : Epoch 1822 | loss: 0.0312177 | val_loss: 0.0312191 | Time: 1629.76 ms [2021-09-29 23:40:04 main:581] : INFO : Epoch 1823 | loss: 0.0312174 | val_loss: 0.031218 | Time: 1630.49 ms [2021-09-29 23:40:06 main:581] : INFO : Epoch 1824 | loss: 0.0312165 | val_loss: 0.031218 | Time: 1611.32 ms [2021-09-29 23:40:07 main:581] : INFO : Epoch 1825 | loss: 0.0312167 | val_loss: 0.0312189 | Time: 1633.83 ms [2021-09-29 23:40:09 main:581] : INFO : Epoch 1826 | loss: 0.0312167 | val_loss: 0.0312181 | Time: 1626.6 ms [2021-09-29 23:40:11 main:581] : INFO : Epoch 1827 | loss: 0.0312163 | val_loss: 0.031219 | Time: 1598.62 ms [2021-09-29 23:40:12 main:581] : INFO : Epoch 1828 | loss: 0.0312164 | val_loss: 0.0312183 | Time: 1624.25 ms [2021-09-29 23:40:14 main:581] : INFO : Epoch 1829 | loss: 0.0312168 | val_loss: 0.0312177 | Time: 1601.24 ms [2021-09-29 23:40:15 main:581] : INFO : Epoch 1830 | loss: 0.0312162 | val_loss: 0.0312184 | Time: 1612.22 ms [2021-09-29 23:40:17 main:581] : INFO : Epoch 1831 | loss: 0.0312168 | val_loss: 0.0312187 | Time: 1634.41 ms [2021-09-29 23:40:19 main:581] : INFO : Epoch 1832 | loss: 0.0312171 | val_loss: 0.0312176 | Time: 1621.72 ms [2021-09-29 23:40:20 main:581] : INFO : Epoch 1833 | loss: 0.0312175 | val_loss: 0.0312174 | Time: 1614.61 ms [2021-09-29 23:40:22 main:581] : INFO : Epoch 1834 | loss: 0.0312185 | val_loss: 0.0312201 | Time: 1609.52 ms [2021-09-29 23:40:23 main:581] : INFO : Epoch 1835 | loss: 0.0312168 | val_loss: 0.0312172 | Time: 1576.61 ms [2021-09-29 23:40:25 main:581] : INFO : Epoch 1836 | loss: 0.0312161 | val_loss: 0.0312169 | Time: 1571.52 ms [2021-09-29 23:40:27 main:581] : INFO : Epoch 1837 | loss: 0.0312166 | val_loss: 0.0312162 | Time: 1600.6 ms [2021-09-29 23:40:28 main:581] : INFO : Epoch 1838 | loss: 0.031216 | val_loss: 0.0312171 | Time: 1602.56 ms [2021-09-29 23:40:30 main:581] : INFO : Epoch 1839 | loss: 0.0312152 | val_loss: 0.0312163 | Time: 1585.2 ms [2021-09-29 23:40:31 main:581] : INFO : Epoch 1840 | loss: 0.0312155 | val_loss: 0.0312182 | Time: 1607.37 ms [2021-09-29 23:40:33 main:581] : INFO : Epoch 1841 | loss: 0.0312166 | val_loss: 0.0312188 | Time: 1585.63 ms [2021-09-29 23:40:35 main:581] : INFO : Epoch 1842 | loss: 0.0312154 | val_loss: 0.0312162 | Time: 1606.96 ms [2021-09-29 23:40:36 main:581] : INFO : Epoch 1843 | loss: 0.0312158 | val_loss: 0.0312168 | Time: 1595.16 ms [2021-09-29 23:40:38 main:581] : INFO : Epoch 1844 | loss: 0.0312166 | val_loss: 0.0312172 | Time: 1582.57 ms [2021-09-29 23:40:39 main:581] : INFO : Epoch 1845 | loss: 0.0312166 | val_loss: 0.0312152 | Time: 1585.39 ms [2021-09-29 23:40:41 main:581] : INFO : Epoch 1846 | loss: 0.0312155 | val_loss: 0.0312181 | Time: 1599.67 ms [2021-09-29 23:40:43 main:581] : INFO : Epoch 1847 | loss: 0.0312168 | val_loss: 0.0312178 | Time: 1584.03 ms [2021-09-29 23:40:44 main:581] : INFO : Epoch 1848 | loss: 0.0312159 | val_loss: 0.0312164 | Time: 1599.74 ms [2021-09-29 23:40:46 main:581] : INFO : Epoch 1849 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 1598.18 ms [2021-09-29 23:40:47 main:581] : INFO : Epoch 1850 | loss: 0.0312144 | val_loss: 0.0312157 | Time: 1582.97 ms [2021-09-29 23:40:49 main:581] : INFO : Epoch 1851 | loss: 0.0312153 | val_loss: 0.0312153 | Time: 1610.03 ms [2021-09-29 23:40:51 main:581] : INFO : Epoch 1852 | loss: 0.0312149 | val_loss: 0.0312156 | Time: 1602.45 ms [2021-09-29 23:40:52 main:581] : INFO : Epoch 1853 | loss: 0.0312164 | val_loss: 0.0312157 | Time: 1607.66 ms [2021-09-29 23:40:54 main:581] : INFO : Epoch 1854 | loss: 0.0312147 | val_loss: 0.0312174 | Time: 1587.62 ms [2021-09-29 23:40:55 main:581] : INFO : Epoch 1855 | loss: 0.0312152 | val_loss: 0.0312144 | Time: 1603.84 ms [2021-09-29 23:40:57 main:581] : INFO : Epoch 1856 | loss: 0.0312145 | val_loss: 0.0312148 | Time: 1591.2 ms [2021-09-29 23:40:59 main:581] : INFO : Epoch 1857 | loss: 0.031216 | val_loss: 0.0312147 | Time: 1587.14 ms [2021-09-29 23:41:00 main:581] : INFO : Epoch 1858 | loss: 0.0312154 | val_loss: 0.0312144 | Time: 1588.38 ms [2021-09-29 23:41:02 main:581] : INFO : Epoch 1859 | loss: 0.0312145 | val_loss: 0.0312157 | Time: 1603.01 ms [2021-09-29 23:41:03 main:581] : INFO : Epoch 1860 | loss: 0.0312138 | val_loss: 0.0312163 | Time: 1607.64 ms [2021-09-29 23:41:05 main:581] : INFO : Epoch 1861 | loss: 0.0312157 | val_loss: 0.0312145 | Time: 1595.38 ms [2021-09-29 23:41:07 main:581] : INFO : Epoch 1862 | loss: 0.0312144 | val_loss: 0.0312155 | Time: 1602.36 ms [2021-09-29 23:41:08 main:581] : INFO : Epoch 1863 | loss: 0.0312136 | val_loss: 0.0312142 | Time: 1612.3 ms [2021-09-29 23:41:10 main:581] : INFO : Epoch 1864 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 1584.55 ms [2021-09-29 23:41:11 main:581] : INFO : Epoch 1865 | loss: 0.0312131 | val_loss: 0.0312142 | Time: 1612.58 ms [2021-09-29 23:41:13 main:581] : INFO : Epoch 1866 | loss: 0.031214 | val_loss: 0.0312143 | Time: 1635.31 ms [2021-09-29 23:41:15 main:581] : INFO : Epoch 1867 | loss: 0.031213 | val_loss: 0.0312139 | Time: 1590.87 ms [2021-09-29 23:41:16 main:581] : INFO : Epoch 1868 | loss: 0.0312143 | val_loss: 0.0312141 | Time: 1616.74 ms [2021-09-29 23:41:18 main:581] : INFO : Epoch 1869 | loss: 0.0312145 | val_loss: 0.0312199 | Time: 1604.06 ms [2021-09-29 23:41:19 main:581] : INFO : Epoch 1870 | loss: 0.0312142 | val_loss: 0.0312162 | Time: 1608.78 ms [2021-09-29 23:41:21 main:581] : INFO : Epoch 1871 | loss: 0.0312136 | val_loss: 0.0312145 | Time: 1611.36 ms [2021-09-29 23:41:23 main:581] : INFO : Epoch 1872 | loss: 0.0312138 | val_loss: 0.0312143 | Time: 1591.91 ms [2021-09-29 23:41:24 main:581] : INFO : Epoch 1873 | loss: 0.0312156 | val_loss: 0.0312141 | Time: 1615.33 ms [2021-09-29 23:41:26 main:581] : INFO : Epoch 1874 | loss: 0.0312128 | val_loss: 0.0312158 | Time: 1613.26 ms [2021-09-29 23:41:27 main:581] : INFO : Epoch 1875 | loss: 0.0312131 | val_loss: 0.0312142 | Time: 1618.87 ms [2021-09-29 23:41:29 main:581] : INFO : Epoch 1876 | loss: 0.0312129 | val_loss: 0.0312177 | Time: 1598.28 ms [2021-09-29 23:41:31 main:581] : INFO : Epoch 1877 | loss: 0.0312133 | val_loss: 0.0312156 | Time: 1616.39 ms [2021-09-29 23:41:32 main:581] : INFO : Epoch 1878 | loss: 0.0312145 | val_loss: 0.0312201 | Time: 1599.12 ms [2021-09-29 23:41:34 main:581] : INFO : Epoch 1879 | loss: 0.0312143 | val_loss: 0.0312143 | Time: 1595.67 ms [2021-09-29 23:41:35 main:581] : INFO : Epoch 1880 | loss: 0.0312123 | val_loss: 0.0312159 | Time: 1595.72 ms [2021-09-29 23:41:37 main:581] : INFO : Epoch 1881 | loss: 0.0312129 | val_loss: 0.0312146 | Time: 1619.8 ms [2021-09-29 23:41:39 main:581] : INFO : Epoch 1882 | loss: 0.031212 | val_loss: 0.0312145 | Time: 1602.58 ms [2021-09-29 23:41:40 main:581] : INFO : Epoch 1883 | loss: 0.0312131 | val_loss: 0.0312144 | Time: 1617.76 ms [2021-09-29 23:41:42 main:581] : INFO : Epoch 1884 | loss: 0.0312131 | val_loss: 0.0312151 | Time: 1608.44 ms [2021-09-29 23:41:44 main:581] : INFO : Epoch 1885 | loss: 0.0312124 | val_loss: 0.0312142 | Time: 1591.08 ms [2021-09-29 23:41:45 main:581] : INFO : Epoch 1886 | loss: 0.0312129 | val_loss: 0.0312157 | Time: 1597.66 ms [2021-09-29 23:41:47 main:581] : INFO : Epoch 1887 | loss: 0.0312125 | val_loss: 0.0312144 | Time: 1601.65 ms [2021-09-29 23:41:48 main:581] : INFO : Epoch 1888 | loss: 0.0312124 | val_loss: 0.0312136 | Time: 1602.26 ms [2021-09-29 23:41:50 main:581] : INFO : Epoch 1889 | loss: 0.0312118 | val_loss: 0.0312139 | Time: 1618.69 ms [2021-09-29 23:41:52 main:581] : INFO : Epoch 1890 | loss: 0.0312128 | val_loss: 0.0312145 | Time: 1619.92 ms [2021-09-29 23:41:53 main:581] : INFO : Epoch 1891 | loss: 0.0312134 | val_loss: 0.031216 | Time: 1599.4 ms [2021-09-29 23:41:55 main:581] : INFO : Epoch 1892 | loss: 0.0312128 | val_loss: 0.0312138 | Time: 1609.14 ms [2021-09-29 23:41:56 main:581] : INFO : Epoch 1893 | loss: 0.0312116 | val_loss: 0.0312136 | Time: 1599.86 ms [2021-09-29 23:41:58 main:581] : INFO : Epoch 1894 | loss: 0.0312107 | val_loss: 0.0312136 | Time: 1598.5 ms [2021-09-29 23:42:00 main:581] : INFO : Epoch 1895 | loss: 0.0312108 | val_loss: 0.0312147 | Time: 1622.22 ms [2021-09-29 23:42:01 main:581] : INFO : Epoch 1896 | loss: 0.0312128 | val_loss: 0.0312132 | Time: 1584.19 ms [2021-09-29 23:42:03 main:581] : INFO : Epoch 1897 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 1614.89 ms [2021-09-29 23:42:04 main:581] : INFO : Epoch 1898 | loss: 0.0312125 | val_loss: 0.031214 | Time: 1625.19 ms [2021-09-29 23:42:06 main:581] : INFO : Epoch 1899 | loss: 0.0312112 | val_loss: 0.0312146 | Time: 1607.77 ms [2021-09-29 23:42:08 main:581] : INFO : Epoch 1900 | loss: 0.0312121 | val_loss: 0.0312137 | Time: 1636.13 ms [2021-09-29 23:42:09 main:581] : INFO : Epoch 1901 | loss: 0.0312111 | val_loss: 0.0312146 | Time: 1633.56 ms [2021-09-29 23:42:11 main:581] : INFO : Epoch 1902 | loss: 0.0312114 | val_loss: 0.031213 | Time: 1601.71 ms [2021-09-29 23:42:12 main:581] : INFO : Epoch 1903 | loss: 0.031211 | val_loss: 0.0312151 | Time: 1603.16 ms [2021-09-29 23:42:14 main:581] : INFO : Epoch 1904 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 1619.27 ms [2021-09-29 23:42:16 main:581] : INFO : Epoch 1905 | loss: 0.0312119 | val_loss: 0.031213 | Time: 1603.44 ms [2021-09-29 23:42:17 main:581] : INFO : Epoch 1906 | loss: 0.0312115 | val_loss: 0.031219 | Time: 1603.37 ms [2021-09-29 23:42:19 main:581] : INFO : Epoch 1907 | loss: 0.0312128 | val_loss: 0.0312138 | Time: 1622.43 ms [2021-09-29 23:42:21 main:581] : INFO : Epoch 1908 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 1601.71 ms [2021-09-29 23:42:22 main:581] : INFO : Epoch 1909 | loss: 0.0312119 | val_loss: 0.0312148 | Time: 1592.55 ms [2021-09-29 23:42:24 main:581] : INFO : Epoch 1910 | loss: 0.0312116 | val_loss: 0.0312178 | Time: 1604.14 ms [2021-09-29 23:42:25 main:581] : INFO : Epoch 1911 | loss: 0.0312143 | val_loss: 0.0312219 | Time: 1611.96 ms [2021-09-29 23:42:27 main:581] : INFO : Epoch 1912 | loss: 0.0312136 | val_loss: 0.0312135 | Time: 1625.38 ms [2021-09-29 23:42:29 main:581] : INFO : Epoch 1913 | loss: 0.0312142 | val_loss: 0.0312167 | Time: 1618.61 ms [2021-09-29 23:42:30 main:581] : INFO : Epoch 1914 | loss: 0.0312143 | val_loss: 0.0312167 | Time: 1615.86 ms [2021-09-29 23:42:32 main:581] : INFO : Epoch 1915 | loss: 0.0312127 | val_loss: 0.0312148 | Time: 1600.8 ms [2021-09-29 23:42:33 main:581] : INFO : Epoch 1916 | loss: 0.0312112 | val_loss: 0.0312141 | Time: 1601.94 ms [2021-09-29 23:42:35 main:581] : INFO : Epoch 1917 | loss: 0.0312118 | val_loss: 0.0312145 | Time: 1619.58 ms [2021-09-29 23:42:37 main:581] : INFO : Epoch 1918 | loss: 0.0312114 | val_loss: 0.031213 | Time: 1599.06 ms [2021-09-29 23:42:38 main:581] : INFO : Epoch 1919 | loss: 0.031211 | val_loss: 0.0312143 | Time: 1619.64 ms [2021-09-29 23:42:40 main:581] : INFO : Epoch 1920 | loss: 0.0312117 | val_loss: 0.0312129 | Time: 1603.75 ms [2021-09-29 23:42:41 main:581] : INFO : Epoch 1921 | loss: 0.0312104 | val_loss: 0.031216 | Time: 1589.81 ms [2021-09-29 23:42:43 main:581] : INFO : Epoch 1922 | loss: 0.0312114 | val_loss: 0.0312131 | Time: 1626.71 ms [2021-09-29 23:42:45 main:581] : INFO : Epoch 1923 | loss: 0.0312111 | val_loss: 0.0312132 | Time: 1615.24 ms [2021-09-29 23:42:46 main:581] : INFO : Epoch 1924 | loss: 0.031211 | val_loss: 0.0312131 | Time: 1617.26 ms [2021-09-29 23:42:48 main:581] : INFO : Epoch 1925 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 1607.95 ms [2021-09-29 23:42:50 main:581] : INFO : Epoch 1926 | loss: 0.03121 | val_loss: 0.0312133 | Time: 1603.07 ms [2021-09-29 23:42:51 main:581] : INFO : Epoch 1927 | loss: 0.0312105 | val_loss: 0.031213 | Time: 1608.73 ms [2021-09-29 23:42:53 main:581] : INFO : Epoch 1928 | loss: 0.0312098 | val_loss: 0.0312135 | Time: 1610.94 ms [2021-09-29 23:42:54 main:581] : INFO : Epoch 1929 | loss: 0.0312097 | val_loss: 0.0312133 | Time: 1617.58 ms [2021-09-29 23:42:56 main:581] : INFO : Epoch 1930 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 1601.9 ms [2021-09-29 23:42:58 main:581] : INFO : Epoch 1931 | loss: 0.0312098 | val_loss: 0.0312138 | Time: 1624.5 ms [2021-09-29 23:42:59 main:581] : INFO : Epoch 1932 | loss: 0.0312101 | val_loss: 0.0312145 | Time: 1617.69 ms [2021-09-29 23:43:01 main:581] : INFO : Epoch 1933 | loss: 0.0312106 | val_loss: 0.0312168 | Time: 1604.04 ms [2021-09-29 23:43:02 main:581] : INFO : Epoch 1934 | loss: 0.0312108 | val_loss: 0.031217 | Time: 1609.56 ms [2021-09-29 23:43:04 main:581] : INFO : Epoch 1935 | loss: 0.0312109 | val_loss: 0.0312137 | Time: 1629.67 ms [2021-09-29 23:43:06 main:581] : INFO : Epoch 1936 | loss: 0.0312102 | val_loss: 0.0312145 | Time: 1589.91 ms [2021-09-29 23:43:07 main:581] : INFO : Epoch 1937 | loss: 0.0312108 | val_loss: 0.0312132 | Time: 1609.55 ms [2021-09-29 23:43:09 main:581] : INFO : Epoch 1938 | loss: 0.0312097 | val_loss: 0.0312135 | Time: 1611.22 ms [2021-09-29 23:43:10 main:581] : INFO : Epoch 1939 | loss: 0.0312098 | val_loss: 0.0312126 | Time: 1606.26 ms [2021-09-29 23:43:12 main:581] : INFO : Epoch 1940 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 1608.79 ms [2021-09-29 23:43:14 main:581] : INFO : Epoch 1941 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 1608.85 ms [2021-09-29 23:43:15 main:581] : INFO : Epoch 1942 | loss: 0.0312105 | val_loss: 0.0312135 | Time: 1625.92 ms [2021-09-29 23:43:17 main:581] : INFO : Epoch 1943 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 1607.47 ms [2021-09-29 23:43:19 main:581] : INFO : Epoch 1944 | loss: 0.0312124 | val_loss: 0.0312135 | Time: 1588.12 ms [2021-09-29 23:43:20 main:581] : INFO : Epoch 1945 | loss: 0.0312131 | val_loss: 0.0312165 | Time: 1586.23 ms [2021-09-29 23:43:22 main:581] : INFO : Epoch 1946 | loss: 0.0312119 | val_loss: 0.0312123 | Time: 1598.35 ms [2021-09-29 23:43:23 main:581] : INFO : Epoch 1947 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 1588.03 ms [2021-09-29 23:43:25 main:581] : INFO : Epoch 1948 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 1592.84 ms [2021-09-29 23:43:26 main:581] : INFO : Epoch 1949 | loss: 0.0312099 | val_loss: 0.0312134 | Time: 1604.37 ms [2021-09-29 23:43:28 main:581] : INFO : Epoch 1950 | loss: 0.031211 | val_loss: 0.0312177 | Time: 1603.24 ms [2021-09-29 23:43:30 main:581] : INFO : Epoch 1951 | loss: 0.0312115 | val_loss: 0.0312142 | Time: 1604.31 ms [2021-09-29 23:43:31 main:581] : INFO : Epoch 1952 | loss: 0.0312105 | val_loss: 0.0312138 | Time: 1600.49 ms [2021-09-29 23:43:33 main:581] : INFO : Epoch 1953 | loss: 0.0312123 | val_loss: 0.0312184 | Time: 1612.05 ms [2021-09-29 23:43:35 main:581] : INFO : Epoch 1954 | loss: 0.0312118 | val_loss: 0.0312123 | Time: 1591.4 ms [2021-09-29 23:43:36 main:581] : INFO : Epoch 1955 | loss: 0.0312107 | val_loss: 0.0312174 | Time: 1610.45 ms [2021-09-29 23:43:38 main:581] : INFO : Epoch 1956 | loss: 0.031211 | val_loss: 0.0312127 | Time: 1586.83 ms [2021-09-29 23:43:39 main:581] : INFO : Epoch 1957 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 1588.49 ms [2021-09-29 23:43:41 main:581] : INFO : Epoch 1958 | loss: 0.0312106 | val_loss: 0.0312152 | Time: 1590.91 ms [2021-09-29 23:43:42 main:581] : INFO : Epoch 1959 | loss: 0.0312117 | val_loss: 0.0312122 | Time: 1596.26 ms [2021-09-29 23:43:44 main:581] : INFO : Epoch 1960 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 1585.44 ms [2021-09-29 23:43:46 main:581] : INFO : Epoch 1961 | loss: 0.0312102 | val_loss: 0.0312159 | Time: 1587.16 ms [2021-09-29 23:43:47 main:581] : INFO : Epoch 1962 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 1592.99 ms [2021-09-29 23:43:49 main:581] : INFO : Epoch 1963 | loss: 0.0312101 | val_loss: 0.0312122 | Time: 1603.85 ms [2021-09-29 23:43:50 main:581] : INFO : Epoch 1964 | loss: 0.0312091 | val_loss: 0.0312133 | Time: 1597.12 ms [2021-09-29 23:43:52 main:581] : INFO : Epoch 1965 | loss: 0.0312099 | val_loss: 0.0312124 | Time: 1594.87 ms [2021-09-29 23:43:54 main:581] : INFO : Epoch 1966 | loss: 0.0312089 | val_loss: 0.0312123 | Time: 1601.57 ms [2021-09-29 23:43:55 main:581] : INFO : Epoch 1967 | loss: 0.0312094 | val_loss: 0.0312124 | Time: 1595.78 ms [2021-09-29 23:43:57 main:581] : INFO : Epoch 1968 | loss: 0.0312107 | val_loss: 0.0312203 | Time: 1610.42 ms [2021-09-29 23:43:58 main:581] : INFO : Epoch 1969 | loss: 0.0312135 | val_loss: 0.0312135 | Time: 1597.58 ms [2021-09-29 23:44:00 main:581] : INFO : Epoch 1970 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 1623.62 ms [2021-09-29 23:44:02 main:581] : INFO : Epoch 1971 | loss: 0.0312095 | val_loss: 0.0312127 | Time: 1617.98 ms [2021-09-29 23:44:03 main:581] : INFO : Epoch 1972 | loss: 0.0312098 | val_loss: 0.0312125 | Time: 1581.05 ms [2021-09-29 23:44:05 main:581] : INFO : Epoch 1973 | loss: 0.0312118 | val_loss: 0.0312124 | Time: 1605.3 ms [2021-09-29 23:44:06 main:581] : INFO : Epoch 1974 | loss: 0.0312086 | val_loss: 0.0312162 | Time: 1588.91 ms [2021-09-29 23:44:08 main:581] : INFO : Epoch 1975 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 1582.03 ms [2021-09-29 23:44:10 main:581] : INFO : Epoch 1976 | loss: 0.0312089 | val_loss: 0.0312159 | Time: 1603.63 ms [2021-09-29 23:44:11 main:581] : INFO : Epoch 1977 | loss: 0.0312093 | val_loss: 0.0312137 | Time: 1596.8 ms [2021-09-29 23:44:13 main:581] : INFO : Epoch 1978 | loss: 0.0312087 | val_loss: 0.031213 | Time: 1594.48 ms [2021-09-29 23:44:14 main:581] : INFO : Epoch 1979 | loss: 0.0312093 | val_loss: 0.0312131 | Time: 1575.53 ms [2021-09-29 23:44:16 main:581] : INFO : Epoch 1980 | loss: 0.0312091 | val_loss: 0.0312147 | Time: 1593.93 ms [2021-09-29 23:44:18 main:581] : INFO : Epoch 1981 | loss: 0.0312098 | val_loss: 0.0312131 | Time: 1611 ms [2021-09-29 23:44:19 main:581] : INFO : Epoch 1982 | loss: 0.0312087 | val_loss: 0.0312124 | Time: 1600.85 ms [2021-09-29 23:44:21 main:581] : INFO : Epoch 1983 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 1607.61 ms [2021-09-29 23:44:22 main:581] : INFO : Epoch 1984 | loss: 0.0312106 | val_loss: 0.0312126 | Time: 1569.91 ms [2021-09-29 23:44:24 main:581] : INFO : Epoch 1985 | loss: 0.0312092 | val_loss: 0.0312147 | Time: 1605.68 ms [2021-09-29 23:44:26 main:581] : INFO : Epoch 1986 | loss: 0.0312098 | val_loss: 0.0312123 | Time: 1614.12 ms [2021-09-29 23:44:27 main:581] : INFO : Epoch 1987 | loss: 0.03121 | val_loss: 0.0312128 | Time: 1624.37 ms [2021-09-29 23:44:29 main:581] : INFO : Epoch 1988 | loss: 0.031209 | val_loss: 0.0312156 | Time: 1601.28 ms [2021-09-29 23:44:30 main:581] : INFO : Epoch 1989 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 1583.11 ms [2021-09-29 23:44:32 main:581] : INFO : Epoch 1990 | loss: 0.0312086 | val_loss: 0.0312122 | Time: 1617.77 ms [2021-09-29 23:44:34 main:581] : INFO : Epoch 1991 | loss: 0.0312084 | val_loss: 0.0312125 | Time: 1621.25 ms [2021-09-29 23:44:35 main:581] : INFO : Epoch 1992 | loss: 0.0312087 | val_loss: 0.0312126 | Time: 1600.89 ms [2021-09-29 23:44:37 main:581] : INFO : Epoch 1993 | loss: 0.0312094 | val_loss: 0.0312142 | Time: 1608.49 ms [2021-09-29 23:44:39 main:581] : INFO : Epoch 1994 | loss: 0.0312095 | val_loss: 0.0312125 | Time: 1622.86 ms [2021-09-29 23:44:40 main:581] : INFO : Epoch 1995 | loss: 0.0312076 | val_loss: 0.0312131 | Time: 1611.25 ms [2021-09-29 23:44:42 main:581] : INFO : Epoch 1996 | loss: 0.0312081 | val_loss: 0.0312132 | Time: 1609.27 ms [2021-09-29 23:44:43 main:581] : INFO : Epoch 1997 | loss: 0.0312099 | val_loss: 0.0312173 | Time: 1608.99 ms [2021-09-29 23:44:45 main:581] : INFO : Epoch 1998 | loss: 0.03121 | val_loss: 0.0312151 | Time: 1618.96 ms [2021-09-29 23:44:47 main:581] : INFO : Epoch 1999 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 1612.97 ms [2021-09-29 23:44:48 main:581] : INFO : Epoch 2000 | loss: 0.0312077 | val_loss: 0.0312127 | Time: 1617.1 ms [2021-09-29 23:44:50 main:581] : INFO : Epoch 2001 | loss: 0.0312078 | val_loss: 0.0312116 | Time: 1633.02 ms [2021-09-29 23:44:51 main:581] : INFO : Epoch 2002 | loss: 0.0312079 | val_loss: 0.0312115 | Time: 1624.97 ms [2021-09-29 23:44:53 main:581] : INFO : Epoch 2003 | loss: 0.0312079 | val_loss: 0.0312127 | Time: 1602.36 ms [2021-09-29 23:44:55 main:581] : INFO : Epoch 2004 | loss: 0.0312083 | val_loss: 0.0312121 | Time: 1601.72 ms [2021-09-29 23:44:56 main:581] : INFO : Epoch 2005 | loss: 0.0312088 | val_loss: 0.0312125 | Time: 1617.99 ms [2021-09-29 23:44:58 main:581] : INFO : Epoch 2006 | loss: 0.0312076 | val_loss: 0.0312136 | Time: 1619.43 ms [2021-09-29 23:44:59 main:581] : INFO : Epoch 2007 | loss: 0.0312085 | val_loss: 0.0312143 | Time: 1608.74 ms [2021-09-29 23:45:01 main:581] : INFO : Epoch 2008 | loss: 0.0312115 | val_loss: 0.0312148 | Time: 1617.38 ms [2021-09-29 23:45:03 main:581] : INFO : Epoch 2009 | loss: 0.0312092 | val_loss: 0.0312139 | Time: 1630.48 ms [2021-09-29 23:45:04 main:581] : INFO : Epoch 2010 | loss: 0.0312079 | val_loss: 0.0312126 | Time: 1610.96 ms [2021-09-29 23:45:06 main:581] : INFO : Epoch 2011 | loss: 0.0312077 | val_loss: 0.031212 | Time: 1590.13 ms [2021-09-29 23:45:08 main:581] : INFO : Epoch 2012 | loss: 0.0312075 | val_loss: 0.0312128 | Time: 1604.9 ms [2021-09-29 23:45:09 main:581] : INFO : Epoch 2013 | loss: 0.0312088 | val_loss: 0.0312152 | Time: 1614.14 ms [2021-09-29 23:45:11 main:581] : INFO : Epoch 2014 | loss: 0.0312092 | val_loss: 0.0312151 | Time: 1616.6 ms [2021-09-29 23:45:12 main:581] : INFO : Epoch 2015 | loss: 0.0312086 | val_loss: 0.031213 | Time: 1605.78 ms [2021-09-29 23:45:14 main:581] : INFO : Epoch 2016 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 1614.85 ms [2021-09-29 23:45:16 main:581] : INFO : Epoch 2017 | loss: 0.0312083 | val_loss: 0.0312118 | Time: 1620.91 ms [2021-09-29 23:45:17 main:581] : INFO : Epoch 2018 | loss: 0.0312074 | val_loss: 0.0312122 | Time: 1601.48 ms [2021-09-29 23:45:19 main:581] : INFO : Epoch 2019 | loss: 0.0312077 | val_loss: 0.0312116 | Time: 1611.13 ms [2021-09-29 23:45:20 main:581] : INFO : Epoch 2020 | loss: 0.0312077 | val_loss: 0.0312134 | Time: 1616.59 ms [2021-09-29 23:45:22 main:581] : INFO : Epoch 2021 | loss: 0.0312086 | val_loss: 0.0312185 | Time: 1597.81 ms [2021-09-29 23:45:24 main:581] : INFO : Epoch 2022 | loss: 0.03121 | val_loss: 0.0312154 | Time: 1618.68 ms [2021-09-29 23:45:25 main:581] : INFO : Epoch 2023 | loss: 0.0312088 | val_loss: 0.0312124 | Time: 1611.91 ms [2021-09-29 23:45:27 main:581] : INFO : Epoch 2024 | loss: 0.0312069 | val_loss: 0.0312118 | Time: 1607.78 ms [2021-09-29 23:45:29 main:581] : INFO : Epoch 2025 | loss: 0.0312071 | val_loss: 0.0312144 | Time: 1625.5 ms [2021-09-29 23:45:30 main:581] : INFO : Epoch 2026 | loss: 0.0312082 | val_loss: 0.0312123 | Time: 1609.25 ms [2021-09-29 23:45:32 main:581] : INFO : Epoch 2027 | loss: 0.0312069 | val_loss: 0.0312118 | Time: 1611.85 ms [2021-09-29 23:45:33 main:581] : INFO : Epoch 2028 | loss: 0.031207 | val_loss: 0.031214 | Time: 1598.38 ms [2021-09-29 23:45:35 main:581] : INFO : Epoch 2029 | loss: 0.0312086 | val_loss: 0.0312142 | Time: 1615.1 ms [2021-09-29 23:45:37 main:581] : INFO : Epoch 2030 | loss: 0.0312078 | val_loss: 0.0312161 | Time: 1607.81 ms [2021-09-29 23:45:38 main:581] : INFO : Epoch 2031 | loss: 0.0312108 | val_loss: 0.0312146 | Time: 1620.76 ms [2021-09-29 23:45:40 main:581] : INFO : Epoch 2032 | loss: 0.0312079 | val_loss: 0.031215 | Time: 1606.01 ms [2021-09-29 23:45:41 main:581] : INFO : Epoch 2033 | loss: 0.0312078 | val_loss: 0.0312125 | Time: 1604.03 ms [2021-09-29 23:45:43 main:581] : INFO : Epoch 2034 | loss: 0.0312082 | val_loss: 0.0312159 | Time: 1605.73 ms [2021-09-29 23:45:45 main:581] : INFO : Epoch 2035 | loss: 0.0312076 | val_loss: 0.0312129 | Time: 1632.6 ms [2021-09-29 23:45:46 main:581] : INFO : Epoch 2036 | loss: 0.0312077 | val_loss: 0.0312136 | Time: 1595.85 ms [2021-09-29 23:45:48 main:581] : INFO : Epoch 2037 | loss: 0.0312079 | val_loss: 0.0312124 | Time: 1598.34 ms [2021-09-29 23:45:49 main:581] : INFO : Epoch 2038 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 1610.42 ms [2021-09-29 23:45:51 main:581] : INFO : Epoch 2039 | loss: 0.0312075 | val_loss: 0.031214 | Time: 1610.7 ms [2021-09-29 23:45:53 main:581] : INFO : Epoch 2040 | loss: 0.0312087 | val_loss: 0.0312117 | Time: 1599.38 ms [2021-09-29 23:45:54 main:581] : INFO : Epoch 2041 | loss: 0.0312066 | val_loss: 0.0312126 | Time: 1608.92 ms [2021-09-29 23:45:56 main:581] : INFO : Epoch 2042 | loss: 0.0312074 | val_loss: 0.0312115 | Time: 1605.33 ms [2021-09-29 23:45:57 main:581] : INFO : Epoch 2043 | loss: 0.0312069 | val_loss: 0.0312129 | Time: 1618.61 ms [2021-09-29 23:45:59 main:581] : INFO : Epoch 2044 | loss: 0.0312063 | val_loss: 0.0312114 | Time: 1606.36 ms [2021-09-29 23:46:01 main:581] : INFO : Epoch 2045 | loss: 0.0312072 | val_loss: 0.031216 | Time: 1619.25 ms [2021-09-29 23:46:02 main:581] : INFO : Epoch 2046 | loss: 0.031208 | val_loss: 0.031214 | Time: 1592.85 ms [2021-09-29 23:46:04 main:581] : INFO : Epoch 2047 | loss: 0.0312085 | val_loss: 0.0312111 | Time: 1597.68 ms [2021-09-29 23:46:06 main:581] : INFO : Epoch 2048 | loss: 0.0312063 | val_loss: 0.0312117 | Time: 1633.47 ms [2021-09-29 23:46:06 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312117 [2021-09-29 23:46:06 main:610] : INFO : Saving end state to config to file [2021-09-29 23:46:06 main:615] : INFO : Success, exiting.. 23:46:06 (115255): 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)